Thesis-NoiseDectection-results/NoiseDectection_SVD/Results_sub_blocks_stats/models_comparisons_area.csv

model_name; vector_size; start_index; end; nb_zones; metric; mode; tran_size; val_size; test_size; train_pct_size; val_pct_size; test_pct_size; train_acc; val_acc; test_acc; all_acc; F1_train; recall_train; roc_auc_train; F1_val; recall_val; roc_auc_val; F1_test; recall_test; roc_auc_test; F1_all; recall_all; roc_auc_all;
svm_model_N16_B0_E16_nb_zones_4_sub_blocks_area_svd; 16; 0; 16; 4; sub_blocks_area; svd; 864; 288; 288; 0.6; 0.2; 0.2; 0.8344961240310077; 0.4861111111111111; 0.4722222222222222; 0.7916666666666666; 1.0; 1.0; 1.0; 0.6542056074766355; 1.0; 0.5; 0.6415094339622641; 1.0; 0.5; 0.8251748251748251; 1.0; 0.7950819672131147
svm_model_N24_B0_E24_nb_zones_4_sub_blocks_stats_reduced_svd; 24; 0; 24; 4; sub_blocks_stats_reduced; svd; 974; 324; 324; 0.6004932182490752; 0.1997533908754624; 0.1997533908754624; 0.7309278350515465; 0.5277777777777778; 0.49691358024691357; 0.8051787916152897; 1.0; 1.0; 1.0; 0.6909090909090909; 1.0; 0.5; 0.6639175257731958; 1.0; 0.5; 0.8382804503582395; 1.0; 0.8032378580323786
ensemble_model_N16_B0_E16_nb_zones_4_sub_blocks_area_svd; 16; 0; 16; 4; sub_blocks_area; svd; 944; 314; 314; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; 0.9830011198208288; 0.5063694267515924; 0.4585987261146497; 0.7932569974554707; 1.0; 1.0; 1.0; 0.6075949367088608; 0.718562874251497; 0.4919344983502383; 0.5303867403314918; 0.6666666666666666; 0.4745098039215686; 0.8089359200470312; 0.8786717752234994; 0.7935817684736002
ensemble_model_N24_B0_E24_nb_zones_4_sub_blocks_stats_reduced_svd; 24; 0; 24; 4; sub_blocks_stats_reduced; svd; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; 0.9746472564389699; 0.8; 0.7714285714285715; 0.9143401015228426; 1.0; 1.0; 1.0; 0.8085106382978724; 0.8364779874213837; 0.7996492501209482; 0.7942857142857144; 0.8580246913580247; 0.768881626724764; 0.9169230769230768; 0.9382871536523929; 0.9141563645499816
ensemble_model_v2_N16_B0_E16_nb_zones_4_sub_blocks_area_svd; 16; 0; 16; 4; sub_blocks_area; svd; 954; 318; 318; 0.6; 0.2; 0.2; 0.9811403508771932; 0.5283018867924528; 0.5283018867924528; 0.8113207547169812; 1.0; 1.0; 1.0; 0.563953488372093; 0.60625; 0.5278085443037974; 0.5283018867924528; 0.5957446808510638; 0.5351604760187523; 0.8143564356435643; 0.8457583547557841; 0.8120417389542467
svm_model_N16_B0_E16_nb_zones_4_sub_blocks_area_svdn; 16; 0; 16; 4; sub_blocks_area; svdn; 916; 305; 305; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; 0.971607740086001; 0.46557377049180326; 0.5049180327868853; 0.7942332896461337; 1.0; 1.0; 1.0; 0.6320541760722348; 0.9859154929577465; 0.49909271580402664; 0.6666666666666666; 0.9805194805194806; 0.5001935150941774; 0.826710816777042; 0.993368700265252; 0.7965548164538695
ensemble_model_v2_N24_B0_E24_nb_zones_4_sub_blocks_stats_reduced_svd; 24; 0; 24; 4; sub_blocks_stats_reduced; svd; 914; 304; 304; 0.6005256241787122; 0.19973718791064388; 0.19973718791064388; 0.9836000955566172; 0.756578947368421; 0.7598684210526315; 0.9034165571616294; 1.0; 1.0; 1.0; 0.7672955974842767; 0.8652482269503546; 0.7639124570334596; 0.7846607669616519; 0.8260869565217391; 0.7557008209182122; 0.9064290260980268; 0.9380764163372859; 0.9035074086928894
ensemble_model_N16_B0_E16_nb_zones_4_sub_blocks_area_svdn; 16; 0; 16; 4; sub_blocks_area; svdn; 866; 288; 288; 0.6005547850208044; 0.19972260748959778; 0.19972260748959778; 0.9803261160117615; 0.4895833333333333; 0.5416666666666666; 0.8065187239944521; 1.0; 1.0; 1.0; 0.6405867970660146; 0.9849624060150376; 0.5247392675236479; 0.6886792452830189; 0.9668874172185431; 0.519940058974235; 0.8357857563272514; 0.9902370990237099; 0.8075323426153033
svm_model_N24_B0_E24_nb_zones_4_sub_blocks_stats_reduced_svdn; 24; 0; 24; 4; sub_blocks_stats_reduced; svdn; 918; 306; 306; 0.6; 0.2; 0.2; 0.9749283325370282; 0.5228758169934641; 0.4803921568627451; 0.7928104575163398; 0.9869565217391305; 0.9891067538126361; 0.9869281045751633; 0.5755813953488371; 0.668918918918919; 0.5274974341430038; 0.5391304347826087; 0.6788321167883211; 0.499179372003628; 0.8029832193909261; 0.8682795698924731; 0.794826807847
ensemble_model_v2_N16_B0_E16_nb_zones_4_sub_blocks_area_svdn; 16; 0; 16; 4; sub_blocks_area; svdn; 822; 274; 274; 0.6; 0.2; 0.2; 0.9805024977960622; 0.5802919708029197; 0.48175182481751827; 0.8124087591240876; 1.0; 1.0; 1.0; 0.6439628482972137; 0.7819548872180451; 0.5860129046019303; 0.5895953757225434; 0.7183098591549296; 0.4727912932138284; 0.8276324614352785; 0.8994169096209913; 0.8122815542257003
ensemble_model_N24_B0_E24_nb_zones_4_sub_blocks_stats_reduced_svdn; 24; 0; 24; 4; sub_blocks_stats_reduced; svdn; 888; 296; 296; 0.6; 0.2; 0.2; 0.978626149131767; 0.5574324324324325; 0.5202702702702703; 0.8135135135135135; 0.9966329966329966; 1.0; 0.9966216216216216; 0.6649616368286445; 0.8552631578947368; 0.5491593567251462; 0.6395939086294417; 0.8344370860927153; 0.5137702671842886; 0.8353221957040573; 0.9370816599732262; 0.81233346300162
svm_model_N16_B0_E16_nb_zones_4_sub_blocks_area_svdne; 16; 0; 16; 4; sub_blocks_area; svdne; 988; 329; 329; 0.6002430133657352; 0.19987849331713245; 0.19987849331713245; 0.9827870542156256; 0.5501519756838906; 0.5714285714285714; 0.8195625759416768; 0.9919517102615695; 0.9979757085020243; 0.9919028340080973; 0.5999999999999999; 0.6491228070175439; 0.546080390850544; 0.607242339832869; 0.6374269005847953; 0.5687134502923976; 0.8276262333139873; 0.8528708133971292; 0.8190279992911572
ensemble_model_N16_B0_E16_nb_zones_4_sub_blocks_area_svdne; 16; 0; 16; 4; sub_blocks_area; svdne; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; 0.9841321388577828; 0.5555555555555556; 0.5174603174603175; 0.8140862944162437; 0.9989440337909187; 1.0; 0.9989429175475687; 0.6195652173913044; 0.8260869565217391; 0.5853598624416606; 0.6062176165803108; 0.7548387096774194; 0.5211693548387097; 0.8277483833039387; 0.9190600522193212; 0.816937433517068
ensemble_model_v2_N24_B0_E24_nb_zones_4_sub_blocks_stats_reduced_svdn; 24; 0; 24; 4; sub_blocks_stats_reduced; svdn; 928; 309; 309; 0.6002587322121604; 0.1998706338939198; 0.1998706338939198; 0.9838475923328659; 0.5922330097087378; 0.5760517799352751; 0.833764553686934; 1.0; 1.0; 1.0; 0.5714285714285713; 0.5675675675675675; 0.5912371999328521; 0.584126984126984; 0.5935483870967742; 0.5759949727691663; 0.8327911515940144; 0.834419817470665; 0.8337696006480411
ensemble_model_v2_N16_B0_E16_nb_zones_4_sub_blocks_area_svdne; 16; 0; 16; 4; sub_blocks_area; svdne; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; 0.9775905118601749; 0.5488215488215489; 0.5387205387205387; 0.8176312247644684; 1.0; 1.0; 1.0; 0.6598984771573604; 0.8783783783783784; 0.5499274442227462; 0.6600496277915633; 0.9300699300699301; 0.5526973026973027; 0.8395500296033156; 0.9620081411126187; 0.8187877821717966
svm_model_N24_B0_E24_nb_zones_4_sub_blocks_stats_reduced_svdne; 24; 0; 24; 4; sub_blocks_stats_reduced; svdne; 862; 287; 287; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; 0.9640604116546377; 0.5574912891986062; 0.5087108013937283; 0.7973537604456824; 0.9730994152046784; 0.9651972157772621; 0.9733178654292343; 0.5171102661596958; 0.46258503401360546; 0.5598639455782313; 0.4470588235294118; 0.3986013986013986; 0.5083284770784771; 0.7880553532410779; 0.7503467406380028; 0.7975509926966239
ensemble_model_N24_B0_E24_nb_zones_4_sub_blocks_stats_reduced_svdne; 24; 0; 24; 4; sub_blocks_stats_reduced; svdne; 920; 306; 306; 0.6005221932114883; 0.19973890339425587; 0.19973890339425587; 0.9815217391304347; 0.6111111111111112; 0.5980392156862745; 0.8400783289817232; 0.9967497291440953; 1.0; 0.9967391304347827; 0.5608856088560885; 0.4662576687116564; 0.6212407224677163; 0.4938271604938272; 0.41379310344827586; 0.5888841293638895; 0.8295059151009047; 0.7760416666666666; 0.8402459642233856
svm_model_N16_B0_E16_nb_zones_6_sub_blocks_area_svd; 16; 0; 16; 6; sub_blocks_area; svd; 1348; 449; 449; 0.6001780943900267; 0.19991095280498664; 0.19991095280498664; 0.5237313432835821; 0.5211581291759465; 0.5033407572383074; 0.804986642920748; 1.0; 1.0; 1.0; 0.685212298682284; 1.0; 0.5; 0.6696296296296297; 1.0; 0.5; 0.8381374722838137; 1.0; 0.8030575539568345
ensemble_model_v2_N24_B0_E24_nb_zones_4_sub_blocks_stats_reduced_svdne; 24; 0; 24; 4; sub_blocks_stats_reduced; svdne; 764; 254; 254; 0.60062893081761; 0.19968553459119498; 0.19968553459119498; 0.9842617908407382; 0.6496062992125984; 0.5708661417322834; 0.8435534591194969; 0.9986928104575163; 1.0; 0.9986910994764399; 0.6425702811244979; 0.6557377049180327; 0.6498385494287133; 0.5855513307984791; 0.6260162601626016; 0.5725501148141252; 0.8441660140955365; 0.8596491228070176; 0.8437780497756018
ensemble_model_N16_B0_E16_nb_zones_6_sub_blocks_area_svd; 16; 0; 16; 6; sub_blocks_area; svd; 1266; 422; 422; 0.6; 0.2; 0.2; 0.9786589176352957; 0.490521327014218; 0.5213270142180095; 0.8023696682464455; 1.0; 1.0; 1.0; 0.553014553014553; 0.6551724137931034; 0.49653597858604936; 0.5877551020408163; 0.6666666666666666; 0.517799352750809; 0.8135896289673671; 0.8650190114068441; 0.8025473128867869
svm_model_N24_B0_E24_nb_zones_6_sub_blocks_stats_reduced_svd; 24; 0; 24; 6; sub_blocks_stats_reduced; svd; 1346; 448; 448; 0.6003568242640499; 0.19982158786797502; 0.19982158786797502; 0.7042620232172471; 0.5; 0.4799107142857143; 0.796164139161463; 1.0; 1.0; 1.0; 0.6666666666666666; 1.0; 0.5; 0.6485671191553544; 1.0; 0.5; 0.8295412159641925; 1.0; 0.797787610619469
ensemble_model_v2_N16_B0_E16_nb_zones_6_sub_blocks_area_svd; 16; 0; 16; 6; sub_blocks_area; svd; 1364; 454; 454; 0.6003521126760564; 0.19982394366197184; 0.19982394366197184; 0.987526835551739; 0.5881057268722467; 0.5462555066079295; 0.827024647887324; 1.0; 1.0; 1.0; 0.6354775828460039; 0.6820083682008368; 0.5828646492166975; 0.6156716417910448; 0.6991525423728814; 0.539943243663505; 0.8371322005801907; 0.8729472774416595; 0.8261597373755382
svm_model_N16_B0_E16_nb_zones_6_sub_blocks_area_svdn; 16; 0; 16; 6; sub_blocks_area; svdn; 1308; 436; 436; 0.6; 0.2; 0.2; 0.9870052847915444; 0.5252293577981652; 0.46788990825688076; 0.7986238532110091; 1.0; 1.0; 1.0; 0.6868381240544629; 0.9826839826839827; 0.49622004012247917; 0.6363636363636364; 0.9854368932038835; 0.49489235964542; 0.8316072113540467; 0.9935838680109991; 0.7984448265674831
ensemble_model_N24_B0_E24_nb_zones_6_sub_blocks_stats_reduced_svd; 24; 0; 24; 6; sub_blocks_stats_reduced; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; 0.9714597902097901; 0.7907949790794979; 0.8075313807531381; 0.919732441471572; 1.0; 1.0; 1.0; 0.8054474708171206; 0.8181818181818182; 0.7890909090909092; 0.8137651821862347; 0.8410041841004184; 0.807531380753138; 0.9214402618657938; 0.9305785123966942; 0.9196039770105298
ensemble_model_N16_B0_E16_nb_zones_6_sub_blocks_area_svdn; 16; 0; 16; 6; sub_blocks_area; svdn; 1326; 442; 442; 0.6; 0.2; 0.2; 0.9803656869446344; 0.5158371040723982; 0.5203619909502263; 0.8063348416289593; 0.9984939759036144; 1.0; 0.9984917043740573; 0.6805970149253733; 1.0; 0.5; 0.6845238095238096; 1.0; 0.5; 0.8397003745318352; 1.0; 0.8034894398530762
ensemble_model_v2_N24_B0_E24_nb_zones_6_sub_blocks_stats_reduced_svd; 24; 0; 24; 6; sub_blocks_stats_reduced; svd; 1380; 460; 460; 0.6; 0.2; 0.2; 0.9833333333333334; 0.8021739130434783; 0.8239130434782609; 0.9252173913043479; 1.0; 1.0; 1.0; 0.8253358925143954; 0.9148936170212766; 0.7996690307328604; 0.8322981366459627; 0.8933333333333333; 0.8253900709219858; 0.9278523489932886; 0.9617391304347827; 0.9252173913043478
ensemble_model_v2_N16_B0_E16_nb_zones_6_sub_blocks_area_svdn; 16; 0; 16; 6; sub_blocks_area; svdn; 1362; 454; 454; 0.6; 0.2; 0.2; 0.9801577930442249; 0.4581497797356828; 0.41629955947136565; 0.7740088105726872; 0.998533724340176; 1.0; 0.9985315712187959; 0.60828025477707; 0.8377192982456141; 0.4564702685918336; 0.5575959933222036; 0.780373831775701; 0.4360202492211838; 0.8020069471246623; 0.92520035618878; 0.7755905878589934
svm_model_N24_B0_E24_nb_zones_6_sub_blocks_stats_reduced_svdn; 24; 0; 24; 6; sub_blocks_stats_reduced; svdn; 1376; 458; 458; 0.6003490401396161; 0.19982547993019198; 0.19982547993019198; 0.9774780492965196; 0.5240174672489083; 0.5349344978165939; 0.8032286212914486; 0.9854227405247813; 0.9825581395348837; 0.9854651162790696; 0.6148409893992932; 0.7467811158798283; 0.5200572246065809; 0.6243386243386244; 0.7695652173913043; 0.533905415713196; 0.8199600798403193; 0.8922675933970461; 0.8028384417467264
svm_model_N16_B0_E16_nb_zones_6_sub_blocks_area_svdne; 16; 0; 16; 6; sub_blocks_area; svdne; 1442; 480; 480; 0.6003330557868443; 0.19983347210657784; 0.19983347210657784; 0.9805699233716476; 0.5166666666666667; 0.4708333333333333; 0.7947543713572023; 0.9951557093425606; 0.9972260748959778; 0.9951456310679612; 0.661807580174927; 0.9190283400809717; 0.5045785477228893; 0.6318840579710144; 0.8934426229508197; 0.4636704640177827; 0.82523927685218; 0.9603960396039604; 0.7932232298860138
ensemble_model_N16_B0_E16_nb_zones_6_sub_blocks_area_svdne; 16; 0; 16; 6; sub_blocks_area; svdne; 1396; 465; 465; 0.6001719690455718; 0.1999140154772141; 0.1999140154772141; 0.9871017471736897; 0.5096774193548387; 0.5268817204301075; 0.8073946689595872; 1.0; 1.0; 1.0; 0.5762081784386618; 0.6681034482758621; 0.5100173893739826; 0.578544061302682; 0.6317991631799164; 0.5238641833598696; 0.8175895765472312; 0.8588537211291702; 0.8071278112992437
ensemble_model_N24_B0_E24_nb_zones_6_sub_blocks_stats_reduced_svdn; 24; 0; 24; 6; sub_blocks_stats_reduced; svdn; 1456; 485; 485; 0.6001648804616653; 0.19991755976916736; 0.19991755976916736; 0.9835096835144072; 0.534020618556701; 0.4948453608247423; 0.8042044517724649; 0.9972527472527473; 0.9972527472527473; 0.9972527472527473; 0.654434250764526; 0.823076923076923; 0.5115384615384615; 0.608; 0.8225108225108225; 0.509680608105805; 0.8263254113345521; 0.9269893355209188; 0.8035940878101695
ensemble_model_v2_N16_B0_E16_nb_zones_6_sub_blocks_area_svdne; 16; 0; 16; 6; sub_blocks_area; svdne; 1448; 482; 482; 0.6003316749585407; 0.1998341625207297; 0.1998341625207297; 0.9875622605363985; 0.5124481327800829; 0.495850622406639; 0.8018242122719734; 1.0; 1.0; 1.0; 0.6367851622874807; 0.8512396694214877; 0.5110365013774105; 0.6410635155096012; 0.8714859437751004; 0.4829532723167347; 0.8275613275613276; 0.9440329218106996; 0.8007549738543891
ensemble_model_v2_N24_B0_E24_nb_zones_6_sub_blocks_stats_reduced_svdn; 24; 0; 24; 6; sub_blocks_stats_reduced; svdn; 1292; 430; 430; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; 0.9814192009540846; 0.5697674418604651; 0.5651162790697675; 0.8262081784386617; 0.9984544049459042; 1.0; 0.9984520123839009; 0.6690518783542039; 0.827433628318584; 0.5558736769043899; 0.6504672897196262; 0.8246445497630331; 0.5698565214568589; 0.8433835845896147; 0.9298245614035088; 0.8255296801404821
svm_model_N24_B0_E24_nb_zones_6_sub_blocks_stats_reduced_svdne; 24; 0; 24; 6; sub_blocks_stats_reduced; svdne; 1254; 418; 418; 0.6; 0.2; 0.2; 0.9601460317460317; 0.5023923444976076; 0.5406698564593302; 0.7942583732057417; 0.9761526232114467; 0.9792663476874003; 0.9760765550239233; 0.5071090047393364; 0.481981981981982; 0.5037460930318073; 0.5076923076923077; 0.48058252427184467; 0.5398195640227148; 0.7922705314009663; 0.7772511848341233; 0.794422693866337
svm_model_N16_B0_E16_nb_zones_8_sub_blocks_area_svd; 16; 0; 16; 8; sub_blocks_area; svd; 1868; 622; 622; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; 0.5010695187165776; 0.5257234726688103; 0.48231511254019294; 0.8017352185089974; 1.0; 1.0; 1.0; 0.6891464699683878; 1.0; 0.5; 0.6507592190889371; 1.0; 0.5; 0.8349826156726398; 1.0; 0.8010960670535139
ensemble_model_N24_B0_E24_nb_zones_6_sub_blocks_stats_reduced_svdne; 24; 0; 24; 6; sub_blocks_stats_reduced; svdne; 1446; 482; 482; 0.6; 0.2; 0.2; 0.9813170498084292; 0.5643153526970954; 0.5705394190871369; 0.8261410788381742; 0.9986187845303868; 1.0; 0.9986168741355463; 0.3895348837209302; 0.2863247863247863; 0.5564688447752963; 0.39650145772594747; 0.29955947136563876; 0.5556620886239958; 0.8037470725995317; 0.7246621621621622; 0.8244028592213748
ensemble_model_N16_B0_E16_nb_zones_8_sub_blocks_area_svd; 16; 0; 16; 8; sub_blocks_area; svd; 1818; 606; 606; 0.6; 0.2; 0.2; 0.9862515937101574; 0.5495049504950495; 0.5759075907590759; 0.8250825082508251; 1.0; 1.0; 1.0; 0.6213592233009709; 0.8028673835125448; 0.5681003584229392; 0.664928292046936; 0.8121019108280255; 0.5670098595236017; 0.8396854204476708; 0.9241011984021305; 0.8259249447508035
ensemble_model_v2_N24_B0_E24_nb_zones_6_sub_blocks_stats_reduced_svdne; 24; 0; 24; 6; sub_blocks_stats_reduced; svdne; 1370; 456; 456; 0.6003505696757231; 0.19982471516213848; 0.19982471516213848; 0.983941605839416; 0.5942982456140351; 0.6140350877192983; 0.8418054338299737; 1.0; 1.0; 1.0; 0.6379647749510763; 0.7117903930131004; 0.5937806590616164; 0.6679245283018869; 0.7375; 0.607175925925926; 0.8502695976773125; 0.8882149046793761; 0.841270572907064
ensemble_model_v2_N16_B0_E16_nb_zones_8_sub_blocks_area_svd; 16; 0; 16; 8; sub_blocks_area; svd; 1946; 648; 648; 0.6002467612584824; 0.1998766193707588; 0.1998766193707588; 0.9835474491144595; 0.6095679012345679; 0.5864197530864198; 0.8392967304133251; 1.0; 1.0; 1.0; 0.665785997357992; 0.7455621301775148; 0.6034262263790799; 0.6308539944903581; 0.7111801242236024; 0.5871851541363411; 0.8480606590842812; 0.8903857930189835; 0.8389157057077515
svm_model_N24_B0_E24_nb_zones_8_sub_blocks_stats_reduced_svd; 24; 0; 24; 8; sub_blocks_stats_reduced; svd; 1828; 609; 609; 0.6001313197636244; 0.19993434011818778; 0.19993434011818778; 0.71665765928061; 0.5139573070607554; 0.4876847290640394; 0.8003939592908733; 1.0; 1.0; 1.0; 0.6789587852494576; 1.0; 0.5; 0.6556291390728477; 1.0; 0.5; 0.8336980306345733; 1.0; 0.8002628120893561
svm_model_N16_B0_E16_nb_zones_8_sub_blocks_area_svdn; 16; 0; 16; 8; sub_blocks_area; svdn; 1866; 622; 622; 0.6; 0.2; 0.2; 0.9844632281064918; 0.5353697749196141; 0.47266881028938906; 0.8016077170418007; 1.0; 1.0; 1.0; 0.6973821989528796; 0.9970059880239521; 0.49850299401197606; 0.6419213973799126; 0.9966101694915255; 0.49830508474576274; 0.8348943002408349; 0.998719590268886; 0.8007163842817299
ensemble_model_N24_B0_E24_nb_zones_8_sub_blocks_stats_reduced_svd; 24; 0; 24; 8; sub_blocks_stats_reduced; svd; 1914; 638; 638; 0.6; 0.2; 0.2; 0.9675938045375219; 0.8119122257053292; 0.8307210031347962; 0.9285266457680251; 1.0; 1.0; 1.0; 0.8107255520504733; 0.8081761006289309; 0.8119005503144656; 0.8181818181818182; 0.8073089700996677; 0.8294705087887062; 0.9274347549331635; 0.924492385786802; 0.9284791544795225
ensemble_model_N16_B0_E16_nb_zones_8_sub_blocks_area_svdn; 16; 0; 16; 8; sub_blocks_area; svdn; 1812; 604; 604; 0.6; 0.2; 0.2; 0.9845546718474895; 0.5; 0.5049668874172185; 0.8006622516556291; 0.9994484280198566; 1.0; 0.999448123620309; 0.6666666666666667; 0.9966996699669967; 0.49834983498349833; 0.671067106710671; 0.993485342019544; 0.496742671009772; 0.8340683572216098; 0.9980211081794196; 0.7998749157918376
ensemble_model_v2_N16_B0_E16_nb_zones_8_sub_blocks_area_svdn; 16; 0; 16; 8; sub_blocks_area; svdn; 1862; 620; 620; 0.6002578981302386; 0.19987105093488072; 0.19987105093488072; 0.9855011212696221; 0.5161290322580645; 0.482258064516129; 0.7988394584139265; 0.9983914209115281; 1.0; 0.9983888292158969; 0.6143958868894602; 0.7422360248447205; 0.5070240526908166; 0.579292267365662; 0.7152103559870551; 0.4830071072539777; 0.816793893129771; 0.8905249679897568; 0.7981845619169563
ensemble_model_v2_N24_B0_E24_nb_zones_8_sub_blocks_stats_reduced_svd; 24; 0; 24; 8; sub_blocks_stats_reduced; svd; 1894; 631; 631; 0.600126742712294; 0.19993662864385298; 0.19993662864385298; 0.983104984683932; 0.7733755942947702; 0.8082408874801902; 0.9163498098859315; 1.0; 1.0; 1.0; 0.8033012379642367; 0.8848484848484849; 0.7680056377730796; 0.8248914616497829; 0.9134615384615384; 0.809395346033277; 0.9202898550724637; 0.9590937696664569; 0.9160497565626478
svm_model_N16_B0_E16_nb_zones_8_sub_blocks_area_svdne; 16; 0; 16; 8; sub_blocks_area; svdne; 1696; 565; 565; 0.6001415428167021; 0.19992922859164897; 0.19992922859164897; 0.9835015663069961; 0.5486725663716814; 0.5663716814159292; 0.8188251946213729; 0.9929660023446659; 0.9988207547169812; 0.9929245283018868; 0.5945945945945945; 0.6493055555555556; 0.5466744384275972; 0.5909849749582637; 0.6483516483516484; 0.5690388378744543; 0.825494205862304; 0.8594748048261178; 0.8189399429917462
svm_model_N24_B0_E24_nb_zones_8_sub_blocks_stats_reduced_svdn; 24; 0; 24; 8; sub_blocks_stats_reduced; svdn; 1782; 594; 594; 0.6; 0.2; 0.2; 0.9674565312911932; 0.4898989898989899; 0.5067340067340067; 0.7848484848484848; 0.9758019133370849; 0.9730639730639731; 0.9758698092031426; 0.5820689655172414; 0.7589928057553957; 0.5060786813587106; 0.6056527590847913; 0.7425742574257426; 0.5018713211527338; 0.8030816640986133; 0.8851902173913043; 0.7857192742497243
ensemble_model_N16_B0_E16_nb_zones_8_sub_blocks_area_svdne; 16; 0; 16; 8; sub_blocks_area; svdne; 1826; 608; 608; 0.6002629848783695; 0.19986850756081526; 0.19986850756081526; 0.9868612262054886; 0.5394736842105263; 0.537828947368421; 0.814595660749507; 0.9983597594313832; 1.0; 0.9983570646221249; 0.5454545454545454; 0.5472312703583062; 0.539396366076163; 0.5518341307814992; 0.5616883116883117; 0.5375108225108225; 0.8164062500000001; 0.8206806282722513; 0.8145675268177637
ensemble_model_N24_B0_E24_nb_zones_8_sub_blocks_stats_reduced_svdn; 24; 0; 24; 8; sub_blocks_stats_reduced; svdn; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; 0.9822004965859714; 0.5409015025041736; 0.5125208681135225; 0.8090787716955942; 0.9972237645752359; 0.9988876529477196; 0.9972191323692994; 0.6278755074424898; 0.7295597484276729; 0.5284809418294948; 0.5864022662889518; 0.6923076923076923; 0.5128205128205129; 0.8237831176833025; 0.8819261213720316; 0.8081927904157454
ensemble_model_v2_N16_B0_E16_nb_zones_8_sub_blocks_area_svdne; 16; 0; 16; 8; sub_blocks_area; svdne; 1868; 622; 622; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; 0.9898366971422; 0.572347266881029; 0.545016077170418; 0.8232647814910026; 0.9994649545211343; 1.0; 0.9994646680942184; 0.6615776081424937; 0.8150470219435737; 0.5659393525559453; 0.6422250316055625; 0.8193548387096774; 0.5458953680727874; 0.8403946604759142; 0.9264235444657709; 0.8227986024459262
ensemble_model_v2_N24_B0_E24_nb_zones_8_sub_blocks_stats_reduced_svdn; 24; 0; 24; 8; sub_blocks_stats_reduced; svdn; 1860; 620; 620; 0.6; 0.2; 0.2; 0.9806451612903226; 0.5887096774193549; 0.5951612903225807; 0.8341935483870968; 0.9957173447537473; 1.0; 0.9956989247311828; 0.6684005201560469; 0.8453947368421053; 0.5935834443704198; 0.6727509778357236; 0.821656050955414; 0.5922005744973149; 0.8490011750881317; 0.9334625322997416; 0.8343214723354379
svm_model_N16_B0_E16_nb_zones_10_sub_blocks_area_svd; 16; 0; 16; 10; sub_blocks_area; svd; 2352; 784; 784; 0.6; 0.2; 0.2; 0.5225225387666786; 0.5015337423312883; 0.49846625766871167; 0.8216630196936543; 1.0; 1.0; 1.0; 0.6680286006128703; 1.0; 0.5; 0.6653019447287615; 1.0; 0.5; 0.8486536675951718; 1.0; 0.8216630196936543
svm_model_N24_B0_E24_nb_zones_8_sub_blocks_stats_reduced_svdne; 24; 0; 24; 8; sub_blocks_stats_reduced; svdne; 1956; 652; 652; 0.6; 0.2; 0.2; 0.9759706959706961; 0.4938650306748466; 0.5383435582822086; 0.7975460122699386; 0.9852116267210607; 0.9877300613496932; 0.9851738241308794; 0.48437499999999994; 0.4813664596273292; 0.4937135328439677; 0.5432473444613051; 0.5233918128654971; 0.5391152612714583; 0.7975460122699386; 0.7917174177831913; 0.7975892404119912
ensemble_model_N16_B0_E16_nb_zones_10_sub_blocks_area_svd; 16; 0; 16; 10; sub_blocks_area; svd; 2250; 750; 750; 0.6; 0.2; 0.2; 0.9817777777777777; 0.49786628733997157; 0.48933143669985774; 0.8052516411378556; 1.0; 1.0; 1.0; 0.6011299435028249; 0.7492957746478873; 0.4953375424963575; 0.5771495877502945; 0.7040229885057471; 0.4914481139711834; 0.8212851405622491; 0.8949671772428884; 0.8052516411378556
ensemble_model_N24_B0_E24_nb_zones_8_sub_blocks_stats_reduced_svdne; 24; 0; 24; 8; sub_blocks_stats_reduced; svdne; 1874; 624; 624; 0.6002562459961563; 0.19987187700192185; 0.19987187700192185; 0.9834594379337809; 0.5657051282051282; 0.5464743589743589; 0.8219090326713645; 0.9989339019189766; 1.0; 0.9989327641408751; 0.5758998435054774; 0.5609756097560976; 0.5659607778510218; 0.5442834138486313; 0.5434083601286174; 0.5464645634508902; 0.822704081632653; 0.8185279187817259; 0.8219418377867231
ensemble_model_v2_N16_B0_E16_nb_zones_10_sub_blocks_area_svd; 16; 0; 16; 10; sub_blocks_area; svd; 2346; 782; 782; 0.6; 0.2; 0.2; 0.9842298599745408; 0.5725190839694656; 0.5099236641221374; 0.8353391684901532; 0.9995739241585002; 1.0; 0.9995737425404945; 0.6236559139784946; 0.6987951807228916; 0.570759819463613; 0.5523012552301254; 0.6130030959752322; 0.5113208250960498; 0.8419117647058824; 0.8769146608315098; 0.8353391684901531
ensemble_model_v2_N24_B0_E24_nb_zones_8_sub_blocks_stats_reduced_svdne; 24; 0; 24; 8; sub_blocks_stats_reduced; svdne; 1786; 595; 595; 0.6001344086021505; 0.19993279569892472; 0.19993279569892472; 0.9787332873014876; 0.6605042016806723; 0.6588235294117647; 0.8625672043010753; 0.9977653631284916; 1.0; 0.9977603583426652; 0.6505190311418685; 0.6163934426229508; 0.6616449971735443; 0.6381461675579323; 0.6193771626297578; 0.6577277970011534; 0.8603618982587914; 0.8473436449226631; 0.8625569802853746
svm_model_N16_B0_E16_nb_zones_10_sub_blocks_area_svdn; 16; 0; 16; 10; sub_blocks_area; svdn; 2348; 782; 782; 0.6002044989775052; 0.19989775051124745; 0.19989775051124745; 0.9821167484997272; 0.5076452599388379; 0.4908256880733945; 0.8208424507658644; 1.0; 1.0; 1.0; 0.6734279918864098; 1.0; 0.5; 0.6584615384615384; 0.9968944099378882; 0.4984472049689441; 0.8479925736829891; 0.99945295404814; 0.8208424507658645
svm_model_N24_B0_E24_nb_zones_10_sub_blocks_stats_reduced_svd; 24; 0; 24; 10; sub_blocks_stats_reduced; svd; 2230; 743; 743; 0.6001076426264801; 0.19994617868675996; 0.19994617868675996; 0.7197309417040358; 0.4964936886395512; 0.5035063113604488; 0.8049781181619255; 1.0; 1.0; 1.0; 0.6635426429240862; 1.0; 0.5; 0.6697761194029851; 1.0; 0.5; 0.8368047608148318; 1.0; 0.8049781181619255
ensemble_model_N16_B0_E16_nb_zones_10_sub_blocks_area_svdn; 16; 0; 16; 10; sub_blocks_area; svdn; 2274; 758; 758; 0.6; 0.2; 0.2; 0.9841660870237267; 0.5007235890014472; 0.4992764109985528; 0.8109956236323851; 1.0; 1.0; 1.0; 0.6673095467695275; 1.0; 0.5; 0.666023166023166; 1.0; 0.5; 0.8410397975615367; 1.0; 0.8109956236323851
ensemble_model_v2_N16_B0_E16_nb_zones_10_sub_blocks_area_svdn; 16; 0; 16; 10; sub_blocks_area; svdn; 2322; 774; 774; 0.6; 0.2; 0.2; 0.9806145478762763; 0.545727136431784; 0.5067466266866567; 0.8265864332603938; 0.9991394148020654; 1.0; 0.9991386735572781; 0.6800422386483633; 0.9415204678362573; 0.5353756185335133; 0.6420021762785637; 0.9076923076923077; 0.5167116509221772; 0.8486873508353221; 0.9726477024070022; 0.8265864332603937
ensemble_model_N24_B0_E24_nb_zones_10_sub_blocks_stats_reduced_svd; 24; 0; 24; 10; sub_blocks_stats_reduced; svd; 2412; 804; 804; 0.6; 0.2; 0.2; 0.9730530503069168; 0.8713826366559485; 0.8536977491961415; 0.9532275711159738; 1.0; 1.0; 1.0; 0.8717948717948718; 0.8831168831168831; 0.8714947472909256; 0.8510638297872342; 0.8280254777070064; 0.8539478037885682; 0.9531121469701124; 0.9507658643326039; 0.9532275711159737
svm_model_N16_B0_E16_nb_zones_10_sub_blocks_area_svdne; 16; 0; 16; 10; sub_blocks_area; svdne; 2270; 756; 756; 0.600211528291909; 0.19989423585404548; 0.19989423585404548; 0.9854625550660792; 0.5757575757575758; 0.5483405483405484; 0.8306892778993435; 0.9947368421052631; 0.9991189427312775; 0.9947136563876652; 0.6831896551724138; 0.9215116279069767; 0.5782343239821417; 0.667375132837407; 0.8997134670487106; 0.5457869660824949; 0.8508074234755363; 0.9655361050328227; 0.8306892778993433
ensemble_model_v2_N24_B0_E24_nb_zones_10_sub_blocks_stats_reduced_svd; 24; 0; 24; 10; sub_blocks_stats_reduced; svd; 2252; 750; 750; 0.6002132196162047; 0.19989339019189764; 0.19989339019189764; 0.9871248770894789; 0.7649572649572649; 0.7692307692307693; 0.9105579868708972; 1.0; 1.0; 1.0; 0.779116465863454; 0.8267045454545454; 0.7647808441558441; 0.7828418230563003; 0.8342857142857143; 0.7694155844155844; 0.9126835781041388; 0.9349015317286652; 0.9105579868708971
ensemble_model_N16_B0_E16_nb_zones_10_sub_blocks_area_svdne; 16; 0; 16; 10; sub_blocks_area; svdne; 2312; 770; 770; 0.6002076843198338; 0.19989615784008308; 0.19989615784008308; 0.9792413046723393; 0.5476190476190477; 0.5372023809523809; 0.8312363238512035; 0.9991356957649092; 1.0; 0.9991349480968857; 0.6465116279069767; 0.8176470588235294; 0.5443656980864635; 0.6445714285714285; 0.8493975903614458; 0.5408752657689582; 0.8476166954803654; 0.9387308533916849; 0.8312363238512035
svm_model_N24_B0_E24_nb_zones_10_sub_blocks_stats_reduced_svdn; 24; 0; 24; 10; sub_blocks_stats_reduced; svdn; 2242; 747; 747; 0.6001070663811563; 0.19994646680942185; 0.19994646680942185; 0.9629880952380951; 0.48656294200848654; 0.49504950495049505; 0.7885667396061269; 0.9764339706536238; 0.9794826048171276; 0.9763603925066904; 0.6006600660066006; 0.78; 0.48943977591036414; 0.6165413533834586; 0.803921568627451; 0.49196078431372553; 0.8109562240156517; 0.9070021881838074; 0.7885667396061269
ensemble_model_v2_N16_B0_E16_nb_zones_10_sub_blocks_area_svdne; 16; 0; 16; 10; sub_blocks_area; svdne; 2266; 755; 755; 0.6001059322033898; 0.1999470338983051; 0.1999470338983051; 0.9814568632801841; 0.539568345323741; 0.5510791366906475; 0.8268599562363238; 0.9995588883987649; 1.0; 0.9995586937334511; 0.6088019559902201; 0.7073863636363636; 0.537366651205937; 0.6195121951219512; 0.7405247813411079; 0.5535010270341902; 0.8379001280409731; 0.8949671772428884; 0.8268599562363239
ensemble_model_N24_B0_E24_nb_zones_10_sub_blocks_stats_reduced_svdn; 24; 0; 24; 10; sub_blocks_stats_reduced; svdn; 2234; 744; 744; 0.600214938205266; 0.199892530897367; 0.199892530897367; 0.9803110986547086; 0.49507735583684953; 0.5147679324894515; 0.8047045951859956; 0.9955396966993756; 0.999104744852283; 0.9955237242614146; 0.588774341351661; 0.7301136363636364; 0.4973687958976956; 0.6101694915254237; 0.7520891364902507; 0.5124082046087617; 0.8215000000000001; 0.8987964989059081; 0.8047045951859956
svm_model_N16_B0_E16_nb_zones_12_sub_blocks_area_svd; 16; 0; 16; 12; sub_blocks_area; svd; 2738; 912; 912; 0.6001753616834722; 0.1999123191582639; 0.1999123191582639; 0.5288441485521778; 0.5315904139433552; 0.4684095860566449; 0.87445295404814; 1.0; 1.0; 1.0; 0.6941678520625889; 1.0; 0.5; 0.6379821958456974; 1.0; 0.5; 0.888456865127582; 1.0; 0.87445295404814
ensemble_model_v2_N24_B0_E24_nb_zones_10_sub_blocks_stats_reduced_svdn; 24; 0; 24; 10; sub_blocks_stats_reduced; svdn; 2286; 762; 762; 0.6; 0.2; 0.2; 0.9798820194591281; 0.5737226277372263; 0.6072992700729927; 0.8440919037199125; 0.9960750109027475; 0.9991251093613298; 0.9960629921259844; 0.6556603773584905; 0.8057971014492754; 0.5720161977834612; 0.6846424384525206; 0.8588235294117647; 0.6091219096334186; 0.8572859288933399; 0.936542669584245; 0.8440919037199125
ensemble_model_N16_B0_E16_nb_zones_12_sub_blocks_area_svd; 16; 0; 16; 12; sub_blocks_area; svd; 2756; 918; 918; 0.6001742160278746; 0.1999128919860627; 0.1999128919860627; 0.9854927536231886; 0.5444444444444444; 0.5377777777777778; 0.8867614879649891; 0.9996372869060574; 1.0; 0.9996371552975327; 0.6622734761120262; 0.8739130434782608; 0.5369565217391304; 0.6521739130434783; 0.8863636363636364; 0.5453557312252965; 0.895507319535588; 0.9704595185995624; 0.886761487964989
svm_model_N24_B0_E24_nb_zones_10_sub_blocks_stats_reduced_svdne; 24; 0; 24; 10; sub_blocks_stats_reduced; svdne; 2248; 749; 749; 0.600106780565937; 0.1999466097170315; 0.1999466097170315; 0.9586230158730158; 0.5213068181818182; 0.5454545454545454; 0.8041575492341356; 0.9735307312696275; 0.9653024911032029; 0.9737544483985765; 0.47751937984496123; 0.44126074498567336; 0.5206303724928367; 0.5195195195195195; 0.48732394366197185; 0.5459542354413011; 0.7977401129943503; 0.7724288840262582; 0.8041575492341356
ensemble_model_v2_N16_B0_E16_nb_zones_12_sub_blocks_area_svd; 16; 0; 16; 12; sub_blocks_area; svd; 2834; 944; 944; 0.6001694197373995; 0.1999152901313003; 0.1999152901313003; 0.9830637535460109; 0.6009732360097324; 0.6374695863746959; 0.9143873085339168; 1.0; 1.0; 1.0; 0.6540084388185654; 0.7560975609756098; 0.6013497513615913; 0.6753812636165578; 0.7524271844660194; 0.6371892019891072; 0.916910007963897; 0.9447483588621444; 0.9143873085339168
ensemble_model_N24_B0_E24_nb_zones_10_sub_blocks_stats_reduced_svdne; 24; 0; 24; 10; sub_blocks_stats_reduced; svdne; 2266; 755; 755; 0.6001059322033898; 0.1999470338983051; 0.1999470338983051; 0.9796908502592492; 0.5582733812949641; 0.5525179856115108; 0.8306892778993435; 0.9995588883987649; 1.0; 0.9995586937334511; 0.5438335809806835; 0.563076923076923; 0.5585654885654885; 0.5722145804676754; 0.5621621621621622; 0.5518503118503119; 0.8311971638941913; 0.8336980306345733; 0.8306892778993434
svm_model_N16_B0_E16_nb_zones_12_sub_blocks_area_svdn; 16; 0; 16; 12; sub_blocks_area; svdn; 2644; 881; 881; 0.6000907852927826; 0.1999546073536087; 0.1999546073536087; 0.9776858204688393; 0.5079051383399209; 0.49604743083003955; 0.862144420131291; 1.0; 1.0; 1.0; 0.6593707250341997; 0.9377431906614786; 0.5010001093869643; 0.6433566433566433; 0.9236947791164659; 0.5027034206866376; 0.8767726161369193; 0.9808533916849015; 0.862144420131291
ensemble_model_v2_N24_B0_E24_nb_zones_10_sub_blocks_stats_reduced_svdne; 24; 0; 24; 10; sub_blocks_stats_reduced; svdne; 2434; 811; 811; 0.6000986193293886; 0.19995069033530571; 0.19995069033530571; 0.9852138568440936; 0.6202945990180033; 0.6055646481178396; 0.8692560175054704; 0.9979482970865818; 0.9991783073130649; 0.9979457682826623; 0.5986159169550174; 0.5635179153094463; 0.6205747471284073; 0.5908319185059422; 0.5723684210526315; 0.605402451568661; 0.8673695893451719; 0.8550328227571116; 0.8692560175054704
ensemble_model_N16_B0_E16_nb_zones_12_sub_blocks_area_svdn; 16; 0; 16; 12; sub_blocks_area; svdn; 2716; 905; 905; 0.6000883782589483; 0.19995581087052586; 0.19995581087052586; 0.9823271651834166; 0.5042553191489362; 0.4702127659574468; 0.8678884026258206; 0.999631947000368; 1.0; 0.9996318114874816; 0.6704384724186704; 0.9753086419753086; 0.4876543209876543; 0.6396526772793054; 0.973568281938326; 0.486784140969163; 0.8826245443499392; 0.9934354485776805; 0.8678884026258207
ensemble_model_v2_N16_B0_E16_nb_zones_12_sub_blocks_area_svdn; 16; 0; 16; 12; sub_blocks_area; svdn; 2708; 902; 902; 0.600177304964539; 0.1999113475177305; 0.1999113475177305; 0.9752562525625257; 0.5021097046413502; 0.459915611814346; 0.8648796498905909; 0.9992619926199262; 1.0; 0.999261447562777; 0.5755395683453237; 0.6530612244897959; 0.49683628910079314; 0.5223880597014925; 0.611353711790393; 0.4648605293645843; 0.8700683850604946; 0.9048140043763676; 0.8648796498905907
svm_model_N24_B0_E24_nb_zones_12_sub_blocks_stats_reduced_svd; 24; 0; 24; 12; sub_blocks_stats_reduced; svd; 2750; 916; 916; 0.6001745962461807; 0.19991270187690965; 0.19991270187690965; 0.7403636363636364; 0.5011037527593819; 0.4988962472406181; 0.8760940919037199; 1.0; 1.0; 1.0; 0.6676470588235294; 1.0; 0.5; 0.6656848306332843; 1.0; 0.5; 0.8897541981017278; 1.0; 0.8760940919037199
svm_model_N16_B0_E16_nb_zones_12_sub_blocks_area_svdne; 16; 0; 16; 12; sub_blocks_area; svdne; 2720; 906; 906; 0.6001765225066196; 0.19991173874669022; 0.19991173874669022; 0.98125; 0.5811965811965812; 0.5555555555555556; 0.8892231947483589; 0.9996322177271055; 0.9992647058823529; 0.9996323529411765; 0.6956521739130436; 0.9655172413793104; 0.5844535359438925; 0.6858006042296072; 0.961864406779661; 0.5520528930450029; 0.8993788819875778; 0.9901531728665208; 0.8892231947483589
ensemble_model_N24_B0_E24_nb_zones_12_sub_blocks_stats_reduced_svd; 24; 0; 24; 12; sub_blocks_stats_reduced; svd; 2856; 952; 952; 0.6; 0.2; 0.2; 0.9635958778064042; 0.8025; 0.835; 0.9603391684901532; 1.0; 1.0; 1.0; 0.8068459657701711; 0.8375634517766497; 0.8030181790902952; 0.8443396226415095; 0.8817733990147784; 0.8342877147358156; 0.9606939550013555; 0.9693654266958425; 0.9603391684901531
ensemble_model_N16_B0_E16_nb_zones_12_sub_blocks_area_svdne; 16; 0; 16; 12; sub_blocks_area; svdne; 2744; 914; 914; 0.600174978127734; 0.199912510936133; 0.199912510936133; 0.9843331121433311; 0.5855263157894737; 0.5219298245614035; 0.888129102844639; 0.9992716678805535; 1.0; 0.999271137026239; 0.7032967032967035; 0.9451476793248945; 0.5707473556441824; 0.6483870967741935; 0.9178082191780822; 0.5369631813189989; 0.8978266300274794; 0.9830415754923414; 0.888129102844639
ensemble_model_v2_N24_B0_E24_nb_zones_12_sub_blocks_stats_reduced_svd; 24; 0; 24; 12; sub_blocks_stats_reduced; svd; 2744; 914; 914; 0.600174978127734; 0.199912510936133; 0.199912510936133; 0.9795846051758461; 0.8289473684210527; 0.8552631578947368; 0.9606126914660832; 1.0; 1.0; 1.0; 0.8354430379746834; 0.8319327731092437; 0.8288104232518696; 0.8539823008849557; 0.8853211009174312; 0.8565260966772029; 0.9607629427792914; 0.9644420131291028; 0.9606126914660831
ensemble_model_v2_N16_B0_E16_nb_zones_12_sub_blocks_area_svdne; 16; 0; 16; 12; sub_blocks_area; svdne; 2792; 930; 930; 0.6001719690455718; 0.1999140154772141; 0.1999140154772141; 0.986031746031746; 0.6550925925925926; 0.6527777777777778; 0.9182166301969366; 1.0; 1.0; 1.0; 0.7049504950495049; 0.7911111111111111; 0.6491787439613528; 0.6913580246913581; 0.8115942028985508; 0.6591304347826086; 0.9209621993127147; 0.9529540481400438; 0.9182166301969366
svm_model_N24_B0_E24_nb_zones_12_sub_blocks_stats_reduced_svdn; 24; 0; 24; 12; sub_blocks_stats_reduced; svdn; 2788; 929; 929; 0.6000860955660784; 0.19995695221696083; 0.19995695221696083; 0.971311982671927; 0.4838709677419355; 0.49078341013824883; 0.8643326039387309; 0.9817792068595927; 0.9856527977044476; 0.9817073170731707; 0.4716981132075472; 0.4608294930875576; 0.4838709677419355; 0.505592841163311; 0.5207373271889401; 0.4907834101382488; 0.864850136239782; 0.8681619256017505; 0.8643326039387308
ensemble_model_N24_B0_E24_nb_zones_12_sub_blocks_stats_reduced_svdn; 24; 0; 24; 12; sub_blocks_stats_reduced; svdn; 2786; 928; 928; 0.6001723395088324; 0.1999138302455838; 0.1999138302455838; 0.9838516283747196; 0.5839080459770115; 0.5287356321839081; 0.8925054704595186; 0.9974865350089767; 0.9971284996410624; 0.9974874371859296; 0.6552380952380952; 0.7610619469026548; 0.5767032222551551; 0.592445328031809; 0.7129186602870813; 0.5356628699665494; 0.8969315499606608; 0.9354485776805251; 0.8925054704595187
ensemble_model_v2_N24_B0_E24_nb_zones_12_sub_blocks_stats_reduced_svdn; 24; 0; 24; 12; sub_blocks_stats_reduced; svdn; 2624; 874; 874; 0.6001829826166514; 0.19990850869167429; 0.19990850869167429; 0.9805575711839317; 0.563953488372093; 0.5368217054263565; 0.8708971553610503; 0.9969581749049429; 0.9992378048780488; 0.9969512195121951; 0.6762589928057554; 0.8801498127340824; 0.5525247055638284; 0.645925925925926; 0.8755020080321285; 0.548237895401832; 0.8820000000000001; 0.9649890590809628; 0.8708971553610504
svm_model_N24_B0_E24_nb_zones_12_sub_blocks_stats_reduced_svdne; 24; 0; 24; 12; sub_blocks_stats_reduced; svdne; 2752; 917; 917; 0.6000872219799389; 0.19995638901003052; 0.19995638901003052; 0.9665625823451911; 0.5464601769911505; 0.5685840707964602; 0.8769146608315098; 0.9817916970138384; 0.9796511627906976; 0.9818313953488371; 0.5572354211663066; 0.5758928571428571; 0.54671835839599; 0.5714285714285714; 0.5701754385964912; 0.5685698621553884; 0.877183406113537; 0.8791028446389497; 0.8769146608315098
ensemble_model_N24_B0_E24_nb_zones_12_sub_blocks_stats_reduced_svdne; 24; 0; 24; 12; sub_blocks_stats_reduced; svdne; 2796; 932; 932; 0.6; 0.2; 0.2; 0.9778277009728622; 0.5953488372093023; 0.5883720930232558; 0.9015317286652079; 0.9967914438502673; 1.0; 0.9967811158798283; 0.5322580645161291; 0.46261682242990654; 0.5947343371408792; 0.5177111716621254; 0.4398148148148148; 0.5890662859120803; 0.8984198645598194; 0.8708971553610503; 0.9015317286652079
ensemble_model_v2_N24_B0_E24_nb_zones_12_sub_blocks_stats_reduced_svdne; 24; 0; 24; 12; sub_blocks_stats_reduced; svdne; 2748; 916; 916; 0.6; 0.2; 0.2; 0.9818115461181154; 0.5903083700440529; 0.5726872246696035; 0.8933260393873085; 0.9963715529753266; 0.9992721979621543; 0.9963609898107715; 0.6092436974789915; 0.6590909090909091; 0.5923659673659674; 0.6196078431372549; 0.6752136752136753; 0.5694250194250194; 0.8957776590058792; 0.9168490153172867; 0.8933260393873085