index,alg_name,dataset_name,dataset_fold_id,hparam_source,target_type,Log Loss__train,Log Loss__val,Log Loss__test,AUC__train,AUC__val,AUC__test,Accuracy__train,Accuracy__val,Accuracy__test,F1__train,F1__val,F1__test,training_time,eval-time__train,eval-time__val,eval-time__test
19,CatBoost,openml__APSFailure__168868,openml__APSFailure__168868__fold_0,random_27_s0,binary,0.0129345861210642,0.0232284875471583,0.0187097321917936,0.9952658202862348,0.9905881179267844,0.9906428893490123,0.9972039473684212,0.9926315789473684,0.9942105263157894,0.9972039473684212,0.9926315789473684,0.9942105263157894,5.285699761999922,0.146697979999999,0.0426057530000889,0.0408804549999786
25600,DecisionTree,openml__APSFailure__168868,openml__APSFailure__168868__fold_0,random_24_s0,binary,0.013637354461914,0.222753824241299,0.1670850592978266,0.9700244257450248,0.7675055822837923,0.8371895022744811,0.9974013157894736,0.9894736842105264,0.991578947368421,0.9974013157894736,0.9894736842105264,0.991578947368421,22.81237180400012,0.081035730999929,0.0085609400000521,0.0080052539999542
49074,KNN,openml__APSFailure__168868,openml__APSFailure__168868__fold_0,default,binary,0.0237233553848959,0.1075531783066953,0.0870235122206553,0.9945652652660374,0.9326438654540014,0.9420757977799968,0.9886348684210526,0.9861842105263158,0.9861842105263158,0.9886348684210526,0.9861842105263158,0.9861842105263158,2.620562719,507.107626541,64.26927707200002,64.34420022100005
63500,LightGBM,openml__APSFailure__168868,openml__APSFailure__168868__fold_0,random_25_s0,binary,1.7077834646845503e-05,0.0360791003191533,0.0217899217258405,1.0,0.9932543125159544,0.99143022854354,1.0,0.9935526315789474,0.9953947368421052,1.0,0.9935526315789474,0.9953947368421052,47.72360889399988,1.3926559819997235,0.160484629000166,0.1527221920000556
78240,LinearModel,openml__APSFailure__168868,openml__APSFailure__168868__fold_0,default,binary,0.0405007698236015,0.0530140527378387,0.0385280019343181,0.9432135013253518,0.9007805905728602,0.9504719633892164,0.9893585526315788,0.9876315789473684,0.9880263157894736,0.9893585526315788,0.9876315789473684,0.9880263157894736,0.5644214200000004,0.050473341,0.0082409569999999,0.0080281849999996
93324,MLP,openml__APSFailure__168868,openml__APSFailure__168868__fold_0,random_26_s0,binary,0.0827071401174785,0.0787936264553455,0.0837048717561612,0.6956349396706296,0.7293876065964354,0.7281806791851968,0.982154605263158,0.9822368421052632,0.9819736842105264,0.982154605263158,0.9822368421052632,0.9819736842105264,73.04398219300128,0.4598935089998122,0.1066182989998196,0.10714525900039
120496,RandomForest,openml__APSFailure__168868,openml__APSFailure__168868__fold_0,random_8_s0,binary,0.012739181833784,0.0265897601426143,0.020491558350305,0.9940869270619932,0.9883273296682122,0.9912849864685246,0.9973190789473684,0.9911842105263158,0.9936842105263158,0.9973190789473684,0.9911842105263158,0.9936842105263158,99.25372953300008,1.2589715469999874,0.3023119979999364,0.2815512150000359
141129,STG,openml__APSFailure__168868,openml__APSFailure__168868__fold_0,default,binary,0.0898231295326504,0.0907938166723684,0.0898797136910357,0.5180518909280266,0.4915500410296636,0.5061119038839785,0.981891447368421,0.9819736842105264,0.9819736842105264,0.981891447368421,0.9819736842105264,0.9819736842105264,727.473402128,0.4487459729999727,0.0365807050000057,0.0342408929999464
154182,SVM,openml__APSFailure__168868,openml__APSFailure__168868__fold_0,random_3_s0,binary,0.0437491115615164,0.0614741268081869,0.0413513149477317,0.9446020749658758,0.9187818053247604,0.9655536657241418,0.9888157894736842,0.985657894736842,0.988157894736842,0.9888157894736842,0.985657894736842,0.988157894736842,553.8924317599995,89.43803719100015,11.52293958000064,11.56201787000009
165441,TabNet,openml__APSFailure__168868,openml__APSFailure__168868__fold_0,random_5_s0,binary,0.0361743901635898,0.0401722788925326,0.0351214911195333,0.9808211262802056,0.9771715646337016,0.989952378204495,0.9879111842105264,0.9875,0.9876315789473684,0.9879111842105264,0.9875,0.9876315789473684,773.2897830190013,7.40894209399994,0.9310142760004964,0.9382246179993672
193212,VIME,openml__APSFailure__168868,openml__APSFailure__168868__fold_0,random_3_s0,binary,0.0905920157489661,0.0902661372495717,0.0902661372495717,0.5,0.5,0.5,0.981891447368421,0.9819736842105264,0.9819736842105264,0.981891447368421,0.9819736842105264,0.9819736842105264,846.5825654759974,0.4785461930005112,0.0957098360013333,0.0978069259981566
205990,XGBoost,openml__APSFailure__168868,openml__APSFailure__168868__fold_0,random_5_s0,binary,0.0087307750398075,0.0230697634513591,0.0164706751163985,0.9992500676912344,0.991375457121312,0.9938347917854604,0.9976809210526316,0.993421052631579,0.9946052631578948,0.9976809210526316,0.993421052631579,0.9946052631578948,0.9535268799999984,0.4883995309999989,0.0627752389999898,0.0582385449999947
233661,rtdl_MLP,openml__APSFailure__168868,openml__APSFailure__168868__fold_0,default,binary,0.0871577865070305,0.0856864841508914,0.0857708046797215,0.609538140315451,0.613493233284202,0.612019295189602,0.981891447368421,0.9819736842105264,0.9819736842105264,0.981891447368421,0.9819736842105264,0.9819736842105264,79.911296311,0.5222642210000004,0.1057250770000024,0.1070306400000049
248775,rtdl_ResNet,openml__APSFailure__168868,openml__APSFailure__168868__fold_0,random_1_s0,binary,0.0151039580642577,0.0254333892455736,0.0192566707079472,0.992094849001726,0.9892638231822,0.9917950453380228,0.9952631578947368,0.9921052631578948,0.9944736842105264,0.9952631578947368,0.9921052631578948,0.9944736842105264,239.4404502860002,0.6631125460003204,0.1270083019999219,0.1263932819997535
53,CatBoost,openml__APSFailure__168868,openml__APSFailure__168868__fold_1,random_3_s0,binary,0.0113201887099269,0.0190204964907111,0.0244668860978599,0.9950748303641768,0.9956124178550924,0.9888618400654908,0.9976315789473684,0.994342105263158,0.9921052631578948,0.9976315789473684,0.994342105263158,0.9921052631578948,3.450149398000008,0.1404656139999929,0.0385059529999978,0.0369101930000113
25618,DecisionTree,openml__APSFailure__168868,openml__APSFailure__168868__fold_1,random_13_s0,binary,0.019314933957635,0.125325520772778,0.1231534976177944,0.9636092349998208,0.8895128375411153,0.8784734617788388,0.9953947368421052,0.9903947368421052,0.9894736842105264,0.9953947368421052,0.9903947368421052,0.9894736842105264,16.931913273999953,0.0788523689999465,0.008609999999976,0.0082497370000282
49081,KNN,openml__APSFailure__168868,openml__APSFailure__168868__fold_1,default,binary,0.0231076782827742,0.1138424811859741,0.1076811261867285,0.994852134304582,0.9191412427831316,0.9361032676043664,0.9891118421052632,0.9872368421052632,0.985,0.9891118421052632,0.9872368421052632,0.985,6.2295499289999725,316.018674206,40.38640789600004,40.435698548000005
63529,LightGBM,openml__APSFailure__168868,openml__APSFailure__168868__fold_1,random_24_s0,binary,0.0035431717679816,0.0193790437265738,0.0218743910044662,0.9999002108655928,0.9952299959606076,0.9912932999879698,0.9997532894736842,0.9927631578947368,0.9927631578947368,0.9997532894736842,0.9927631578947368,0.9927631578947368,32.805387396000015,1.3032425280000552,0.158519176000027,0.1590400530001261
78270,LinearModel,openml__APSFailure__168868,openml__APSFailure__168868__fold_1,default,binary,0.0391366448960421,0.0379717734104185,0.0493691595859736,0.94686027006296,0.9513668893059776,0.9128821407019152,0.9892434210526316,0.9892105263157894,0.9878947368421052,0.9892434210526316,0.9892105263157894,0.9878947368421052,0.200698860000001,0.0436940740000011,0.0086963269999991,0.0062828590000005
93364,MLP,openml__APSFailure__168868,openml__APSFailure__168868__fold_1,random_8_s0,binary,0.0847462360039696,0.0833735247544616,0.0912079875419872,0.6564601354122883,0.6533594932078546,0.6516850525854556,0.9821052631578948,0.9821052631578948,0.9821052631578948,0.9821052631578948,0.9821052631578948,0.9821052631578948,82.59942480599966,0.4660321510000358,0.099294445999476,0.1041639069999291
120522,RandomForest,openml__APSFailure__168868,openml__APSFailure__168868__fold_1,random_4_s0,binary,0.0119880550494712,0.0234246375626971,0.0258964868092167,0.9939039169235904,0.9935619127354314,0.9886574252932472,0.9976644736842104,0.9930263157894736,0.9907894736842106,0.9976644736842104,0.9930263157894736,0.9907894736842106,31.092591760000005,0.7093953089999445,0.1500420130000179,0.1484134030000063
141131,STG,openml__APSFailure__168868,openml__APSFailure__168868__fold_1,default,binary,0.0665298120385609,0.0638774004952957,0.0719679357285464,0.8254957252321778,0.8359380730826824,0.7995439301038408,0.9826644736842104,0.9830263157894736,0.9813157894736844,0.9826644736842104,0.9830263157894736,0.9813157894736844,722.213013399,0.4053566400000363,0.0367186700000274,0.0358301380001648
154189,SVM,openml__APSFailure__168868,openml__APSFailure__168868__fold_1,random_3_s0,binary,0.0426058155976587,0.0431118858323712,0.0585283920410861,0.9464612504520292,0.929594270909235,0.9188258180747648,0.9889802631578948,0.9880263157894736,0.986578947368421,0.9889802631578948,0.9880263157894736,0.986578947368421,544.5658593329999,85.60622403700108,11.723040081000365,11.771201815001405
165445,TabNet,openml__APSFailure__168868,openml__APSFailure__168868__fold_1,random_5_s0,binary,0.0465835664603091,0.0459500362990064,0.0502908203017817,0.9691282405091276,0.967288746135436,0.9566983004232072,0.9851973684210528,0.9853947368421052,0.9844736842105264,0.9851973684210528,0.9853947368421052,0.9844736842105264,509.01804562199686,7.387104772002203,0.9324020610001752,0.9277567780009122
193213,VIME,openml__APSFailure__168868,openml__APSFailure__168868__fold_1,random_3_s0,binary,0.0884165381603595,0.0888144984196773,0.0885927613300124,0.6585373286292013,0.6496912750102453,0.6659060611425124,0.9816611842105264,0.9814473684210526,0.9818421052631578,0.9816611842105264,0.9814473684210526,0.9818421052631578,729.928684429,0.496450165999704,0.0987522519972117,0.1003644449992862
206007,XGBoost,openml__APSFailure__168868,openml__APSFailure__168868__fold_1,random_20_s0,binary,0.0052302181458132,0.0177504179227751,0.022713416876574,0.9998705434144428,0.9934274293326396,0.9917172894796812,0.9992269736842104,0.995,0.9922368421052632,0.9992269736842104,0.995,0.9922368421052632,0.9404230070000494,0.4879934340000318,0.0618673390000594,0.0568846589999338
233689,rtdl_MLP,openml__APSFailure__168868,openml__APSFailure__168868__fold_1,default,binary,0.0844778042353485,0.0839678597435405,0.0832128379528343,0.6607486491534681,0.6592034083473605,0.6652820581535576,0.981891447368421,0.9819736842105264,0.9819736842105264,0.981891447368421,0.9819736842105264,0.9819736842105264,78.96729585899999,0.5362165220000179,0.1059581089999994,0.1085752520000085
248789,rtdl_ResNet,openml__APSFailure__168868,openml__APSFailure__168868__fold_1,random_14_s0,binary,0.0242618062302157,0.027011919740506,0.0309854261127494,0.9895243925707288,0.9877008815264796,0.9881576360654168,0.9917927631578948,0.9905263157894736,0.9897368421052632,0.9917927631578948,0.9905263157894736,0.9897368421052632,89.4765415130023,0.6412414439982967,0.1377115530012815,0.1354879630016512
88,CatBoost,openml__APSFailure__168868,openml__APSFailure__168868__fold_2,random_8_s0,binary,0.007183293590768,0.0190600602322142,0.0189755529401959,0.9982180131361084,0.9886584033543584,0.995550800005086,0.9989638157894736,0.9951315789473684,0.993421052631579,0.9989638157894736,0.9951315789473684,0.993421052631579,11.938920840000035,0.1739120810000258,0.030509388999917,0.0374562060000016
25665,DecisionTree,openml__APSFailure__168868,openml__APSFailure__168868__fold_2,random_29_s0,binary,0.0174087087052938,0.0908303323836983,0.1500303525562242,0.9776590628380804,0.915282791699391,0.8848440628267337,0.9954769736842104,0.9919736842105265,0.9898684210526316,0.9954769736842104,0.9919736842105265,0.9898684210526316,18.59279709700013,0.0788226519998716,0.0083855670000048,0.0078830919997017
49094,KNN,openml__APSFailure__168868,openml__APSFailure__168868__fold_2,random_9_s0,binary,0.0187072089279753,0.1508521624841044,0.1420296589516424,0.9965060186358148,0.8988587004893239,0.8988073522809852,0.9903782894736842,0.9871052631578948,0.9861842105263158,0.9903782894736842,0.9871052631578948,0.9861842105263158,6.516822069002956,477.5150462319944,60.75203476299794,60.90072979700199
63552,LightGBM,openml__APSFailure__168868,openml__APSFailure__168868__fold_2,random_18_s0,binary,0.0022483529015007,0.0191129378871942,0.0225250918244178,0.9999937318000648,0.9884114429237768,0.9859144529068464,0.9998684210526316,0.9948684210526316,0.9935526315789474,0.9998684210526316,0.9948684210526316,0.9935526315789474,25.561540639999976,0.9291128610000214,0.0987886630000502,0.0964500589998351
78300,LinearModel,openml__APSFailure__168868,openml__APSFailure__168868__fold_2,default,binary,0.0403431814386436,0.0478469079275364,0.0404562890102687,0.9409246498620792,0.93250595883732,0.9412547154771324,0.9891940789473684,0.9873684210526316,0.988157894736842,0.9891940789473684,0.9873684210526316,0.988157894736842,0.6038438619999997,0.0371661989999996,0.0089631440000008,0.0076601319999998
93387,MLP,openml__APSFailure__168868,openml__APSFailure__168868__fold_2,random_29_s0,binary,0.0545954819200386,0.0579924719397888,0.0562122832664162,0.9077856124698476,0.911191073040626,0.9002416789005812,0.9869572368421052,0.9873684210526316,0.9864473684210526,0.9869572368421052,0.9873684210526316,0.9864473684210526,74.29380726800082,0.466378741999506,0.1068478859997412,0.1113240819977363
120544,RandomForest,openml__APSFailure__168868,openml__APSFailure__168868__fold_2,random_24_s0,binary,0.0120520457383638,0.0229264239498902,0.0233286735479844,0.9951190652945456,0.9850674519845348,0.9942900792327308,0.9975493421052632,0.9938157894736842,0.9919736842105265,0.9975493421052632,0.9938157894736842,0.9919736842105265,50.51639805600007,0.890650817000278,0.2029978639998262,0.205246545999671
141133,STG,openml__APSFailure__168868,openml__APSFailure__168868__fold_2,default,binary,0.0828283642209594,0.0819828267154394,0.0819447080835724,0.6919807540702336,0.6986050892431861,0.6982109306153668,0.981858552631579,0.9819736842105264,0.9819736842105264,0.981858552631579,0.9819736842105264,0.9819736842105264,719.5010423669999,0.420489243999782,0.035764466999808,0.0342931280001721
154196,SVM,openml__APSFailure__168868,openml__APSFailure__168868__fold_2,random_3_s0,binary,0.0424633023440601,0.0504154229120129,0.0435074147023078,0.9529463650974822,0.9296373055981284,0.9286230562257992,0.98875,0.9876315789473684,0.9882894736842104,0.98875,0.9876315789473684,0.9882894736842104,559.612311547,88.42989952199969,10.810282804999588,11.478047546999733
165446,TabNet,openml__APSFailure__168868,openml__APSFailure__168868__fold_2,default,binary,0.0417935444604965,0.0437093249967285,0.0421389887543811,0.975869392865045,0.9671909400243146,0.9709867951969376,0.9839802631578948,0.9847368421052632,0.9847368421052632,0.9839802631578948,0.9847368421052632,0.9847368421052632,710.3452504659999,5.6345374980001,0.7167683090001447,0.6994418140002381
193214,VIME,openml__APSFailure__168868,openml__APSFailure__168868__fold_2,random_3_s0,binary,0.0911509753506642,0.0897312873665635,0.0902554057249309,0.5642970193233542,0.57707463877758,0.5804068929834875,0.981875,0.9821052631578948,0.9819736842105264,0.981875,0.9821052631578948,0.9819736842105264,845.3242355889997,0.4870198290009284,0.0988716499996371,0.0983295359983458
206037,XGBoost,openml__APSFailure__168868,openml__APSFailure__168868__fold_2,random_20_s0,binary,0.0025861023630916,0.0173643316571672,0.0200967186694319,0.9999875244564396,0.9920082626602676,0.9918889392046992,0.9998355263157894,0.9957894736842106,0.9939473684210526,0.9998355263157894,0.9957894736842106,0.9939473684210526,1.1831300019999844,0.5499352440000393,0.0692198189999544,0.0661405969999577
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248812,rtdl_ResNet,openml__APSFailure__168868,openml__APSFailure__168868__fold_2,random_2_s0,binary,0.0164552560101163,0.0219917871054103,0.0245610063598836,0.9917226289883344,0.988542992143235,0.9877536968264852,0.9950657894736842,0.994342105263158,0.9928947368421052,0.9950657894736842,0.994342105263158,0.9928947368421052,195.0977036639997,0.6328047189999779,0.1217624269993393,0.1216112839993002
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123492,RandomForest,openml__autos__9,openml__autos__9__fold_1,random_4_s0,classification,0.1528901996894395,0.4261999245595563,0.4658005923158921,1.0,0.998148148148148,0.9684523809523812,1.0,0.9523809523809524,0.8095238095238095,1.0,0.951803751803752,0.7678571428571429,0.0566259609999999,0.011834211,0.009189941999999,0.0088435929999999
136832,SAINT,openml__autos__9,openml__autos__9__fold_1,random_2_s0,classification,0.4021242274588511,0.6636990852476585,1.0112258332027566,0.9673764972507112,0.9534391534391534,0.8793650793650795,0.8834355828220859,0.7619047619047619,0.4761904761904761,0.8785922617653411,0.739764996907854,0.4511671335200746,28.26320991900002,0.0858998960000008,0.0781210339998779,0.0793712419999792
143177,STG,openml__autos__9,openml__autos__9__fold_1,random_3_s0,classification,1.5474737999629389,1.5702564829871768,1.4815342653365362,0.6100771898727874,0.6134920634920635,0.6301587301587303,0.4110429447852761,0.5714285714285714,0.4761904761904761,0.3051605918440995,0.4448979591836734,0.3659147869674185,4.261566741999985,0.0018358480000131,0.0008693870000229,0.0008405949999996
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167264,TabNet,openml__autos__9,openml__autos__9__fold_1,random_9_s0,classification,20.125369005408025,13.24941422825768,22.1442015511649,0.5792166894368153,0.6824074074074075,0.538888888888889,0.3680981595092024,0.5714285714285714,0.3333333333333333,0.2968992877402743,0.5218253968253969,0.2510822510822511,16.401748343999998,0.0493447229999901,0.0238239650000195,0.0237127170000803
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195279,VIME,openml__autos__9,openml__autos__9__fold_1,random_12_s0,classification,12.993743770612886,11.2138813277509,11.557076028417375,0.4939143985527633,0.4843915343915344,0.5170634920634921,0.4478527607361963,0.5714285714285714,0.4761904761904761,0.340315976152199,0.4502164502164502,0.3659147869674185,3.726139874000012,0.0405548559999715,0.0393021400000179,0.0418405409999991
208848,XGBoost,openml__autos__9,openml__autos__9__fold_1,default,classification,0.0381060933774234,0.3613332495359437,0.8965694372143064,1.0,0.9931216931216932,0.870436507936508,1.0,0.9047619047619048,0.7619047619047619,1.0,0.9041847041847044,0.7277167277167277,0.3665910620000003,0.003311698,0.0006601179999998,0.0005858429999996
223449,rtdl_FTTransformer,openml__autos__9,openml__autos__9__fold_1,default,classification,2.6403287928030066,2.5830730793005343,2.760488922128432,0.7119980008344788,0.7296296296296296,0.7246031746031746,0.5398773006134969,0.6666666666666666,0.5714285714285714,0.4415790159108038,0.5606323501060343,0.4830687830687831,7.873095337999999,0.0523169820000006,0.047390497000002,0.0471492540000006
236364,rtdl_MLP,openml__autos__9,openml__autos__9__fold_1,random_26_s0,classification,18.609183601543705,14.802518132131636,18.09174001784552,0.5527821089928009,0.581878306878307,0.5650793650793651,0.4294478527607362,0.5714285714285714,0.4761904761904761,0.3234597317636521,0.4502164502164502,0.3659147869674185,3.8877629209999895,0.0458774450000305,0.0453176940000048,0.0468826179999837
251288,rtdl_ResNet,openml__autos__9,openml__autos__9__fold_1,random_6_s0,classification,2.543819829605473,1.693517478818627,3.790285878358104,0.740499385310706,0.8111111111111111,0.7291666666666667,0.6196319018404908,0.8095238095238095,0.6190476190476191,0.5945190655888084,0.7272283272283272,0.5722222222222222,5.757865389000017,0.0477682540000046,0.0465570879999859,0.0459410429999707
2873,CatBoost,openml__autos__9,openml__autos__9__fold_2,random_3_s0,classification,0.2360583396044171,0.7057445558389275,0.5520135470914892,0.9944990339165894,0.9574074074074076,0.9816137566137566,0.9447852760736196,0.7619047619047619,0.8095238095238095,0.9414938129370182,0.734920634920635,0.786904761904762,17.726624551999976,0.0018998950000082,0.0008378540000535,0.0007772540000132
16421,DANet,openml__autos__9,openml__autos__9__fold_2,random_14_s0,classification,0.7001491677728617,1.369811001958927,0.9401562951932734,0.923052371726148,0.8370370370370371,0.8845238095238096,0.7607361963190185,0.7619047619047619,0.7619047619047619,0.7478960132156253,0.7207857501975149,0.7294881588999236,26.64569424000001,0.0415020850000473,0.0396464719997311,0.0395738330003041
28640,DecisionTree,openml__autos__9,openml__autos__9__fold_2,random_6_s0,classification,5.284797820899762e-15,6.578814551411564,6.578814551411564,1.0,0.8523809523809525,0.919047619047619,1.0,0.8095238095238095,0.8095238095238095,1.0,0.7770800627943485,0.8095238095238095,0.0015304289999997,0.0003013210000002,0.0001388670000004,0.0001126379999991
51542,KNN,openml__autos__9,openml__autos__9__fold_2,random_11_s0,classification,1.3237851570498491,4.467809130455512,2.7421672020719656,0.7215692297453303,0.5660714285714286,0.7453042328042329,0.3987730061349693,0.5238095238095238,0.4761904761904761,0.2980390218877444,0.4102564102564102,0.3707482993197278,0.0010513819999999,0.0061770360000004,0.0036415180000002,0.0032669539999989
66176,LightGBM,openml__autos__9,openml__autos__9__fold_2,random_3_s0,classification,0.1225452231118913,0.954348464720969,0.7503265294725532,0.9998523886205044,0.9129629629629632,0.9662698412698412,0.98159509202454,0.7619047619047619,0.7142857142857143,0.9813373869363612,0.7349206349206349,0.6964590964590964,0.0374009169999993,0.0005225329999998,0.0001751139999992,0.0001594530000001
81072,LinearModel,openml__autos__9,openml__autos__9__fold_2,default,classification,1.3640995850074908,1.5823998498269165,1.4243668870760733,0.6976754233522076,0.6769841269841269,0.7902116402116401,0.4478527607361963,0.3809523809523809,0.5238095238095238,0.3701050952674038,0.3290816326530612,0.4137566137566138,0.0026113470000002,0.0004954099999996,0.000178854,0.0001301499999999
95988,MLP,openml__autos__9,openml__autos__9__fold_2,random_18_s0,classification,9.08688777111336,6.685909472606649,7.5473042350294275,0.5412433214149103,0.665873015873016,0.4797619047619047,0.4355828220858895,0.5714285714285714,0.5714285714285714,0.3263879376842833,0.4626388104648974,0.4502164502164502,4.551900961999991,0.0394275409999522,0.0401712770000131,0.0393890029999965
115057,NODE,openml__autos__9,openml__autos__9__fold_2,default,classification,1.440150456194497,1.5035641136623563,1.436326901117961,0.7674828933510913,0.683068783068783,0.8367724867724868,0.5276073619631901,0.5714285714285714,0.5238095238095238,0.4433678007640162,0.4374149659863946,0.4106907585168454,17.893982989,0.0607012720000028,0.0536359390000029,0.0504240699999982
123504,RandomForest,openml__autos__9,openml__autos__9__fold_2,random_15_s0,classification,0.1821768292547103,2.357271943654525,0.603897704310523,0.9999135165870194,0.8234788359788359,0.9709656084656084,0.98159509202454,0.7619047619047619,0.8095238095238095,0.9817548908005485,0.7476190476190476,0.8,0.0226698039999995,0.0059489829999996,0.0043521720000008,0.004590027999999
136838,SAINT,openml__autos__9,openml__autos__9__fold_2,random_6_s0,classification,0.4792311458157067,0.9901373560673424,0.6085519835885081,0.9630619502030496,0.9017195767195766,0.9878306878306878,0.7975460122699386,0.7142857142857143,0.8095238095238095,0.7807160355878906,0.6832722832722833,0.7891156462585033,52.76093717599997,0.1149970260003101,0.1017623460002141,0.106531890000042
143184,STG,openml__autos__9,openml__autos__9__fold_2,default,classification,1.5432080403427404,1.6236931539717174,1.624719194003514,0.5841148893035687,0.6492063492063491,0.6399470899470899,0.4171779141104294,0.5714285714285714,0.5714285714285714,0.3140822226923348,0.4626388104648974,0.4502164502164502,3.654160597999999,0.001818839000002,0.0008849130000001,0.0008061210000001
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167270,TabNet,openml__autos__9,openml__autos__9__fold_2,random_14_s0,classification,18.091590826342586,7.601377260117304,25.83799888974144,0.6216105794619603,0.8230158730158731,0.5814153439153438,0.4662576687116564,0.7142857142857143,0.238095238095238,0.4612051321443954,0.7118437118437119,0.236734693877551,6.574042247999955,0.0257300719999875,0.011830547000045,0.0113478770000483
178431,TabPFNModel,openml__autos__9,openml__autos__9__fold_2,default,classification,0.0706878105704129,0.7311302810197785,0.5509050532820678,0.998148148148148,0.9626984126984128,0.980026455026455,0.9938650306748468,0.7142857142857143,0.8095238095238095,0.9908804510031504,0.6790859933717076,0.7883830455259028,0.0005164999999998,0.2976558950000001,0.232393867999999,0.2235122070000006
195312,VIME,openml__autos__9,openml__autos__9__fold_2,random_15_s0,classification,7.798847383980217,7.250232715021065,8.38422385483448,0.499119801799594,0.5730158730158731,0.4886243386243386,0.3926380368098159,0.5238095238095238,0.4761904761904761,0.2894522335444471,0.4010025062656641,0.3659147869674185,1.815557073999969,0.0403007630000047,0.0393924979999837,0.0394757149999804
208893,XGBoost,openml__autos__9,openml__autos__9__fold_2,random_23_s0,classification,0.0588568712247569,0.6217342290051636,0.3346917380445769,1.0,0.9571428571428572,0.9931216931216932,1.0,0.8571428571428571,0.9047619047619048,1.0,0.8177045177045178,0.9011904761904762,0.7947402079999932,0.0049776630000053,0.0009289139999992,0.0008567569999939
223482,rtdl_FTTransformer,openml__autos__9,openml__autos__9__fold_2,random_12_s0,classification,2.515753712036584,2.05012889357195,2.0207207087604773,0.583149131426408,0.5808201058201059,0.7388888888888889,0.4294478527607362,0.5714285714285714,0.5714285714285714,0.3243869844680909,0.4626388104648974,0.4502164502164502,7.002730389000021,0.056818518,0.0533012160000225,0.0538235520000398
236383,rtdl_MLP,openml__autos__9,openml__autos__9__fold_2,random_16_s0,classification,17.54948672268788,14.831838528350811,14.581950023793546,0.5325827392206939,0.546494708994709,0.5494708994708994,0.4233128834355828,0.5714285714285714,0.5714285714285714,0.3187278122129183,0.4626388104648974,0.4502164502164502,2.096159268000008,0.0461116280000055,0.0448366819999819,0.0445653900000024
251293,rtdl_ResNet,openml__autos__9,openml__autos__9__fold_2,random_10_s0,classification,2.766739908872042,2.8011170348998435,2.6607252030991644,0.6748224172752475,0.7541005291005292,0.7527777777777779,0.558282208588957,0.5714285714285714,0.5238095238095238,0.4743630294969354,0.4496956677407805,0.4025974025974025,6.074193596999976,0.0519814989999076,0.0479878210001061,0.0460461530000202
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66545,LightGBM,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,random_11_s0,binary,0.9500765853252764,0.857468610313868,0.9827465833842588,0.7468958487768718,0.8289473684210525,0.7651072124756335,0.7909698996655519,0.84,0.8,0.7909698996655519,0.8399999999999999,0.8000000000000002,0.0124507509999993,0.0007918500000005,0.0004308349999995,0.000439257
81462,LinearModel,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,default,binary,0.4811029011986045,0.420615889957069,0.4682418348920725,0.7416759327897209,0.8416179337231968,0.7792397660818714,0.7725752508361204,0.7866666666666666,0.7466666666666667,0.7725752508361204,0.7866666666666666,0.7466666666666667,0.035881024,0.0007516330000001,0.0003904710000002,0.0001911480000003
96373,MLP,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,random_13_s0,binary,0.5157338590126351,0.4076436131197261,0.4896116144768894,0.736255250803064,0.8367446393762183,0.7714424951267056,0.7876254180602007,0.8266666666666667,0.76,0.7876254180602007,0.8266666666666667,0.76,4.970416502000035,0.0490113539999583,0.0442099510000844,0.0432167110000136
115263,NODE,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,random_12_s0,binary,0.5311906391063262,0.4933600044250488,0.5398057293891907,0.7356915616506055,0.8874269005847953,0.719785575048733,0.7926421404682275,0.8266666666666667,0.76,0.7926421404682275,0.8266666666666667,0.76,83.4612569710007,0.3212711900014255,0.0827373249994707,0.0829170369997882
123893,RandomForest,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,random_14_s0,binary,0.405098651837703,0.4268452275221834,0.4877030190399071,0.8499042500617741,0.8245614035087719,0.7149122807017544,0.8294314381270903,0.8266666666666667,0.7733333333333333,0.8294314381270903,0.8266666666666667,0.7733333333333333,0.3673891649999987,0.054946833999999,0.0399117490000016,0.0493697090000004
136964,SAINT,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,random_22_s0,binary,0.4536087789314247,0.4217093042532603,0.4781221409638723,0.7692117617988634,0.8367446393762183,0.7889863547758285,0.8076923076923077,0.8266666666666667,0.7733333333333333,0.8076923076923077,0.8266666666666667,0.7733333333333333,55.15331303399944,0.1434778439997899,0.090502473000015,0.0915865789993404
143509,STG,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,random_10_s0,binary,0.4714893276326632,0.4156271985173225,0.4877445234855016,0.751652458611317,0.8484405458089669,0.7587719298245614,0.7892976588628763,0.8133333333333334,0.7466666666666667,0.7892976588628763,0.8133333333333334,0.7466666666666667,10.07818797799996,0.0035493350000024,0.0010394299999916,0.00102359899995
156118,SVM,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,random_13_s0,binary,0.5266742006711582,0.5162868034753446,0.5416995412508138,0.753397578453175,0.793859649122807,0.7032163742690059,0.7658862876254181,0.7733333333333333,0.76,0.7658862876254182,0.7733333333333333,0.76,117.32088591499996,0.0409824369999114,0.0069065959996805,0.0067793270009133
167604,TabNet,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,random_7_s0,binary,1.3678209877768437,0.4743630209697258,1.489355731867258,0.6627131208302447,0.8689083820662767,0.6642300194931775,0.7642140468227425,0.8666666666666667,0.72,0.7642140468227426,0.8666666666666667,0.72,8.785670027999913,0.0668424800001048,0.0124494849999337,0.0119955390000541
178551,TabPFNModel,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,default,binary,0.4444216700118147,0.4113945722455779,0.4967487697054942,0.7864776377563626,0.851364522417154,0.7753411306042886,0.8127090301003345,0.8,0.76,0.8127090301003345,0.8000000000000002,0.76,0.0006906589999999,1.0526252219999996,0.3071426880000008,0.3058150630000007
195654,VIME,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,random_12_s0,binary,0.5227133231019495,0.5063284170627594,0.5283201096455256,0.7222711267605634,0.8133528265107213,0.72953216374269,0.7675585284280937,0.7733333333333333,0.76,0.7675585284280937,0.7733333333333333,0.76,9.458228927999926,0.0482965360001799,0.0484324169999581,0.0471398180000051
209268,XGBoost,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,default,binary,0.4222485866135976,0.4505640200773875,0.4933087124427159,0.8540122312824314,0.7997076023391813,0.719298245614035,0.8361204013377926,0.8266666666666667,0.7866666666666666,0.8361204013377926,0.8266666666666667,0.7866666666666666,0.9257571120000004,0.0015418600000001,0.0005852779999999,0.0005448209999996
223852,rtdl_FTTransformer,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,random_2_s0,binary,0.4548418306586734,0.403216099490722,0.4885063648223877,0.7650883370397825,0.8484405458089669,0.7519493177387915,0.8093645484949833,0.84,0.7733333333333333,0.8093645484949833,0.8399999999999999,0.7733333333333333,9.761860245000008,0.0561627250000071,0.0504192869999826,0.0481563560000211
236792,rtdl_MLP,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,random_6_s0,binary,0.4974903617775298,0.4462589332523445,0.485938195909063,0.733761119347665,0.7997076023391813,0.7675438596491228,0.7675585284280937,0.7866666666666666,0.7733333333333333,0.7675585284280937,0.7866666666666666,0.7733333333333333,6.769588943000031,0.0460556200000041,0.0441294780000021,0.0442513770000232
251661,rtdl_ResNet,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_0,random_15_s0,binary,0.471411668442822,0.4026753072518234,0.4889533917357524,0.7563241289844329,0.8484405458089669,0.7616959064327485,0.7909698996655519,0.84,0.7733333333333333,0.7909698996655519,0.8399999999999999,0.7733333333333333,3.932864913999993,0.0519625150000138,0.0484638870000253,0.0465238960000533
3271,CatBoost,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,random_10_s0,binary,0.4770034155377666,0.5141744612720335,0.4522006091076072,0.7733815171732147,0.6881091617933722,0.8596491228070174,0.7775919732441472,0.76,0.7733333333333333,0.7775919732441472,0.76,0.7733333333333333,0.285694007999993,0.0070837419999918,0.0011890950000008,0.0008713950000043
16750,DANet,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,random_27_s0,binary,0.4381933058884593,0.5132344464957714,0.4242551330088948,0.7916666666666666,0.7056530214424952,0.8065302144249513,0.8076923076923077,0.7733333333333333,0.84,0.8076923076923077,0.7733333333333333,0.8399999999999999,40.036806186999456,0.0701543180002772,0.0494250890005787,0.0502520919999369
29036,DecisionTree,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,random_11_s0,binary,0.4686989409075596,0.9830592951898144,0.4534798084306748,0.7436835927847789,0.6500974658869396,0.7597465886939572,0.7959866220735786,0.7466666666666667,0.8266666666666667,0.7959866220735786,0.7466666666666667,0.8266666666666667,0.0114253749999999,0.0034226059999999,0.0002856589999993,0.0002430239999995
51963,KNN,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,random_12_s0,binary,0.4657649112774701,0.9919742164712472,0.9188604789525424,0.7572430195206326,0.5735867446393763,0.712962962962963,0.7859531772575251,0.7733333333333333,0.76,0.7859531772575251,0.7733333333333333,0.76,0.0011842830000006,0.0184228950000004,0.0080322389999993,0.033259643
66600,LightGBM,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,random_7_s0,binary,0.9148019691467706,0.9279076044469248,0.6303038448901515,0.7230664689893749,0.6968810916179338,0.7884990253411306,0.7491638795986622,0.7866666666666666,0.7866666666666666,0.7491638795986623,0.7866666666666666,0.7866666666666666,0.012308978,0.0007803739999996,0.0004493490000001,0.0003530989999998
81492,LinearModel,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,default,binary,0.474764286308434,0.5209570934293409,0.4168100864110693,0.7517296763034347,0.6783625730994153,0.8416179337231968,0.7759197324414716,0.7333333333333333,0.8,0.7759197324414716,0.7333333333333333,0.8000000000000002,0.0148927960000002,0.0003423339999999,0.0002286449999999,0.000183529
96399,MLP,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,default,binary,0.4830620771974409,0.5204594548791647,0.4390633753687143,0.7321781566592536,0.6500974658869396,0.8260233918128655,0.7759197324414716,0.76,0.7733333333333333,0.7759197324414716,0.76,0.7733333333333333,4.571315634000001,0.044978523000001,0.0428440959999996,0.0421712129999996
115290,NODE,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,default,binary,0.5070632541658089,0.5348414425055186,0.5002021404107412,0.7344792438843588,0.661793372319688,0.7987329434697855,0.7809364548494984,0.76,0.7866666666666666,0.7809364548494984,0.76,0.7866666666666666,24.947905596999995,0.0523917320000038,0.0158243509999991,0.0156385359999973
123935,RandomForest,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,random_25_s0,binary,0.2421728081689221,1.0286787468729297,0.9319663782834272,0.9650358290091426,0.5999025341130605,0.7046783625730995,0.9180602006688964,0.7866666666666666,0.7466666666666667,0.9180602006688964,0.7866666666666666,0.7466666666666667,0.188730428999996,0.0426689620000004,0.0280472370000026,0.0321707350000011
136988,SAINT,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,random_17_s0,binary,0.4781880551594057,0.4936361932257811,0.4352976235747337,0.7497529033852237,0.7144249512670565,0.807504873294347,0.7792642140468228,0.8133333333333334,0.7733333333333333,0.7792642140468229,0.8133333333333334,0.7733333333333333,47.28490586699991,0.0933464230001845,0.0624917980003374,0.0619757699996625
143538,STG,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,default,binary,0.546223112347732,0.5491170787811279,0.547326686779658,0.5636737089201879,0.5336257309941521,0.5989278752436646,0.7625418060200669,0.76,0.76,0.7625418060200669,0.76,0.76,7.916044763999999,0.0036509900000005,0.0010042309999995,0.0010852879999987
156144,SVM,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,random_11_s0,binary,0.5675739887310101,0.5435461062166765,0.5601241751884825,0.5009574993822585,0.4795321637426901,0.611598440545809,0.7625418060200669,0.76,0.76,0.7625418060200669,0.76,0.76,0.1542714700008218,0.0454946809986722,0.0029854340009478,0.0068737930014322
167627,TabNet,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,random_28_s0,binary,0.6494021852140766,0.4708267815659444,0.5137335328757824,0.724811588831233,0.7202729044834308,0.7207602339181286,0.7474916387959866,0.84,0.7733333333333333,0.7474916387959866,0.8399999999999999,0.7733333333333333,10.914718542000628,0.0435929099994609,0.0089579069999672,0.0089502290002201
178581,TabPFNModel,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,default,binary,0.4410189771946881,0.5308062284936508,0.4089414316043258,0.7921917469730665,0.6939571150097467,0.8542884990253411,0.81438127090301,0.76,0.8266666666666667,0.81438127090301,0.76,0.8266666666666667,0.000599288,0.4611178300000009,0.3137236239999996,0.3217420640000004
195681,VIME,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,default,binary,0.5506309606259483,0.5547187236944834,0.55206631620725,0.7127733506300964,0.6237816764132553,0.76364522417154,0.7625418060200669,0.76,0.76,0.7625418060200669,0.76,0.76,9.845982904,0.0397213109999974,0.0379631039999992,0.0363874289999976
209314,XGBoost,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,random_24_s0,binary,0.4582951301117007,0.5483941562970479,0.4918341525395711,0.8618189399555226,0.6306042884990254,0.8352826510721248,0.8444816053511706,0.7733333333333333,0.7733333333333333,0.8444816053511706,0.7733333333333333,0.7733333333333333,0.1065405949999984,0.0012483109999976,0.0005323609999976,0.0021862890000008
223885,rtdl_FTTransformer,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,random_5_s0,binary,0.4737500991815558,0.5012897894779841,0.3998474526653687,0.7563936249073387,0.7076023391812865,0.8542884990253412,0.7959866220735786,0.7866666666666666,0.8133333333333334,0.7959866220735786,0.7866666666666666,0.8133333333333334,5.71641291200001,0.0578958230000239,0.0516855500000019,0.0503643010000018
236796,rtdl_MLP,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,default,binary,0.6433809927873388,0.6306487659613291,0.6504347141583761,0.3983583518655794,0.4571150097465887,0.3591617933723197,0.7625418060200669,0.76,0.76,0.7625418060200669,0.76,0.76,2.401126748000001,0.0450601150000018,0.043043493999999,0.0444396559999979
251702,rtdl_ResNet,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_1,random_25_s0,binary,0.4675012328615256,0.4982557719945907,0.4488548608372609,0.7686171855695577,0.7426900584795322,0.8533138401559455,0.7842809364548495,0.7866666666666666,0.7466666666666667,0.7842809364548495,0.7866666666666666,0.7466666666666667,8.073318259999951,0.0540638410000156,0.0506135380001069,0.0512015809999866
3317,CatBoost,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_25_s0,binary,0.4423040973766412,0.5043262383396305,0.5183264192017146,0.8174882629107981,0.7100389863547759,0.6769005847953217,0.8210702341137124,0.8,0.7333333333333333,0.8210702341137124,0.8000000000000002,0.7333333333333333,0.3028124269999921,0.0091386150000118,0.0025729570000123,0.0012286369999969
16766,DANet,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_14_s0,binary,0.4747501673709514,0.4816594257454077,0.5036945008238156,0.7505559673832468,0.7129629629629629,0.7105263157894737,0.794314381270903,0.8266666666666667,0.7333333333333333,0.794314381270903,0.8266666666666667,0.7333333333333333,24.629612214999725,0.0575809689999005,0.038816544999463,0.0384928950006724
29068,DecisionTree,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_13_s0,binary,0.3105061684762361,4.401796965981797,2.7764452509913755,0.8946364591055103,0.6325536062378168,0.6457115009746588,0.8595317725752508,0.8,0.68,0.8595317725752509,0.8000000000000002,0.68,0.0047191039999994,0.0008369689999998,0.000455263,0.0002737369999996
52000,KNN,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_19_s0,binary,0.4751660864898888,0.96175763683255,0.5819729057184917,0.7514130837657524,0.6398635477582846,0.5565302144249513,0.7759197324414716,0.7733333333333333,0.7333333333333333,0.7759197324414716,0.7733333333333333,0.7333333333333333,0.0005145300000002,0.0169266819999993,0.0168121859999992,0.0066634749999998
66618,LightGBM,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_23_s0,binary,0.4447992105191318,0.4905390261868084,0.5200842061619847,0.8042145416357797,0.7280701754385965,0.682748538011696,0.8076923076923077,0.84,0.72,0.8076923076923077,0.8399999999999999,0.72,0.0276031190000018,0.0012595419999996,0.0007612110000003,0.0004320759999991
81522,LinearModel,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,default,binary,0.4550374942677597,0.5855465616034248,0.5364069583478004,0.770941438102298,0.6885964912280702,0.6773879142300195,0.7959866220735786,0.7333333333333333,0.7466666666666667,0.7959866220735786,0.7333333333333333,0.7466666666666667,0.0180787260000001,0.0002214099999999,0.000124988,0.0001000599999998
96443,MLP,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_22_s0,binary,0.6917438335285205,0.7763408874326706,0.7768074285020581,0.6582344946874228,0.618421052631579,0.5409356725146199,0.7642140468227425,0.8,0.7066666666666667,0.7642140468227426,0.8000000000000002,0.7066666666666667,2.8415351670000746,0.0509705250001388,0.0476812980000431,0.0472547679999024
115321,NODE,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_10_s0,binary,0.4922346316751429,0.5060361878077189,0.5342605880896251,0.7641076723498889,0.6817738791423003,0.6783625730994152,0.8110367892976589,0.8133333333333334,0.7466666666666667,0.8110367892976588,0.8133333333333334,0.7466666666666667,63.21016052699997,0.2160853089990269,0.0460059810011443,0.0457519829997181
123959,RandomForest,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_1_s0,binary,0.4186431739343358,0.5500810971343756,0.522852102436196,0.8226309612058313,0.6934697855750488,0.6754385964912281,0.822742474916388,0.7866666666666666,0.7066666666666667,0.822742474916388,0.7866666666666666,0.7066666666666667,0.2337076090000001,0.0509594339999996,0.0351119039999998,0.032698421
137022,SAINT,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_20_s0,binary,0.496153150171191,0.5005825890600681,0.5148702742159367,0.7213985668396343,0.7071150097465887,0.6754385964912281,0.7575250836120402,0.7866666666666666,0.7733333333333333,0.7575250836120402,0.7866666666666666,0.7733333333333333,17.464273800000228,0.1139973910003391,0.0778587550003067,0.0787703639998653
143574,STG,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_15_s0,binary,0.4192086384463495,0.5488455627610286,0.532350385983785,0.8149400790709167,0.6827485380116959,0.702729044834308,0.8177257525083612,0.7866666666666666,0.76,0.8177257525083612,0.7866666666666666,0.76,10.847262623000006,0.0035506719998465,0.0011687020000863,0.0010665190000054
156171,SVM,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_10_s0,binary,0.4746153433529405,0.9072875767503332,0.945014309589897,0.7314986409686187,0.7090643274853802,0.6062378167641325,0.7926421404682275,0.76,0.7333333333333333,0.7926421404682275,0.76,0.7333333333333333,70.66820253200058,0.0407749200003308,0.0028575460000865,0.0067439260001265
167662,TabNet,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_5_s0,binary,0.4572018729240546,0.519326124166449,0.5135961819688533,0.7738679886335558,0.7353801169590644,0.6890838206627681,0.7926421404682275,0.84,0.76,0.7926421404682275,0.8399999999999999,0.76,17.85905005799998,0.0770712909999247,0.0156368279999696,0.0155183260000058
178611,TabPFNModel,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,default,binary,0.4251172782644554,0.5250204074631135,0.5323674728100498,0.812793427230047,0.7080896686159844,0.6929824561403509,0.81438127090301,0.7866666666666666,0.76,0.81438127090301,0.7866666666666666,0.76,0.0005594260000005,0.4635154250000006,0.3177025719999999,0.3202090759999993
195711,VIME,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,default,binary,0.5538043601556765,0.5520674310127894,0.5530328051249186,0.5244625648628614,0.5638401559454191,0.5555555555555556,0.7625418060200669,0.76,0.76,0.7625418060200669,0.76,0.76,9.906183138999996,0.0419985830000015,0.0403642500000032,0.0409652069999992
209328,XGBoost,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,default,binary,0.4019796081933887,0.5444067492087682,0.520500662724177,0.8724981467753892,0.6554580896686161,0.7051656920077973,0.8411371237458194,0.7866666666666666,0.7066666666666667,0.8411371237458194,0.7866666666666666,0.7066666666666667,0.0945463379999997,0.001146533,0.0017735350000003,0.0005343659999996
223909,rtdl_FTTransformer,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_27_s0,binary,0.4733168590801416,0.4826166639725367,0.5215687177578608,0.7642389424264888,0.7490253411306043,0.6900584795321637,0.7775919732441472,0.8266666666666667,0.7733333333333333,0.7775919732441472,0.8266666666666667,0.7733333333333333,6.316507497000202,0.069592097000168,0.0690874100000655,0.0648860780001996
236829,rtdl_MLP,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_12_s0,binary,0.6390066498946585,0.6531822347640991,0.6546051915486654,0.7184334074623178,0.6320662768031189,0.5682261208576997,0.7876254180602007,0.7733333333333333,0.7066666666666667,0.7876254180602007,0.7733333333333333,0.7066666666666667,5.98614441899997,0.0537593939999396,0.052503695999917,0.0491399050000609
251726,rtdl_ResNet,openml__blood-transfusion-service-center__10101,openml__blood-transfusion-service-center__10101__fold_2,random_1_s0,binary,0.440614339017662,0.5122556882848343,0.4970610172425707,0.7881609834445269,0.6963937621832359,0.7202729044834308,0.8110367892976589,0.8,0.7466666666666667,0.8110367892976588,0.8000000000000002,0.7466666666666667,6.912805470999999,0.0502375530000023,0.0489879969999975,0.0488708190000011
3330,CatBoost,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,default,binary,0.4258382168262561,0.4164306650599638,0.4823745478356617,0.8132258463059056,0.8533138401559454,0.7568226120857701,0.8244147157190636,0.8266666666666667,0.76,0.8244147157190636,0.8266666666666667,0.76,1.574486556,0.0375827619999999,0.0028732839999996,0.0012657790000005
16791,DANet,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,default,binary,0.4679079296341458,0.420943909107397,0.5076070067534844,0.7607178156659253,0.8416179337231969,0.7451267056530215,0.7959866220735786,0.8533333333333334,0.7333333333333333,0.7959866220735786,0.8533333333333335,0.7333333333333333,34.666212851,0.0396237240000019,0.031714823999998,0.0305312289999974
29105,DecisionTree,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,random_1_s0,binary,0.4382588133185957,0.4278845314861137,0.4792192617054571,0.7754509513219668,0.7690058479532164,0.7266081871345029,0.8010033444816054,0.8533333333333334,0.7866666666666666,0.8010033444816054,0.8533333333333335,0.7866666666666666,0.0032523130000003,0.001642377,0.0004417399999998,0.0002656469999999
52026,KNN,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,random_15_s0,binary,0.4733351999745533,0.494900136773482,0.5082317411197704,0.7453360513960958,0.7183235867446395,0.6866471734892787,0.782608695652174,0.7733333333333333,0.76,0.782608695652174,0.7733333333333333,0.76,0.0010332929999998,0.0182203969999994,0.0061669010000002,0.0281454989999998
66635,LightGBM,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,random_11_s0,binary,0.9500765853252764,0.857468610313868,0.9827465833842588,0.7468958487768718,0.8289473684210525,0.7651072124756335,0.7909698996655519,0.84,0.8,0.7909698996655519,0.8399999999999999,0.8000000000000002,0.017199691,0.0009739409999998,0.0005611999999999,0.0005133659999998
81552,LinearModel,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,default,binary,0.4811029011986045,0.420615889957069,0.4682418348920725,0.7416759327897209,0.8416179337231968,0.7792397660818714,0.7725752508361204,0.7866666666666666,0.7466666666666667,0.7725752508361204,0.7866666666666666,0.7466666666666667,0.0361110299999998,0.0007665409999999,0.000237336,0.0001659910000002
96464,MLP,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,random_14_s0,binary,0.5173785892207694,0.4061667127113348,0.4899735500228901,0.7376451692611812,0.8299220272904483,0.7665692007797271,0.7859531772575251,0.8266666666666667,0.76,0.7859531772575251,0.8266666666666667,0.76,10.41314066100017,0.0492089389999819,0.0473340629998801,0.046044318999975
115353,NODE,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,random_12_s0,binary,0.5311906391063262,0.4933600044250488,0.5398057293891907,0.7356915616506055,0.8874269005847953,0.719785575048733,0.7926421404682275,0.8266666666666667,0.76,0.7926421404682275,0.8266666666666667,0.76,82.87298768099936,0.3209690929998032,0.0847743750000518,0.0834800399989035
123981,RandomForest,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,random_12_s0,binary,0.4580734452156617,0.4277031033961261,0.4899014327010299,0.7772346800098839,0.8557504873294347,0.7514619883040936,0.7993311036789298,0.84,0.76,0.7993311036789298,0.8399999999999999,0.76,0.211523623999998,0.0485979089999979,0.0274151880000026,0.0429413499999995
137068,SAINT,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,random_8_s0,binary,0.4906829126602829,0.4212707990407944,0.4840240515271822,0.741475166790215,0.8065302144249513,0.7558479532163743,0.754180602006689,0.7866666666666666,0.7333333333333333,0.754180602006689,0.7866666666666666,0.7333333333333333,115.83280193200017,0.2090187410003636,0.1012145869999585,0.0998711409997668
143619,STG,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,random_29_s0,binary,0.4268055471613455,0.4286424586176872,0.4832344082494577,0.810492340004942,0.8036062378167641,0.7753411306042886,0.8110367892976589,0.8266666666666667,0.7733333333333333,0.8110367892976588,0.8266666666666667,0.7733333333333333,10.019507294999585,0.0038087670000095,0.001045392999913,0.0009947799999281
156202,SVM,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,random_13_s0,binary,0.5348328043605621,0.5283864329891599,0.5454712646097156,0.753397578453175,0.793859649122807,0.7032163742690059,0.7642140468227425,0.7733333333333333,0.76,0.7642140468227426,0.7733333333333333,0.76,166.98351703300068,0.0449947800007066,0.0027831020015582,0.0067416909987514
167694,TabNet,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,random_7_s0,binary,1.3678209877768437,0.4743630209697258,1.489355731867258,0.6627131208302447,0.8689083820662767,0.6642300194931775,0.7642140468227425,0.8666666666666667,0.72,0.7642140468227426,0.8666666666666667,0.72,9.016383325000106,0.0610457269999642,0.0116105899999183,0.0115301379998982
178641,TabPFNModel,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,default,binary,0.4444216700118147,0.4113945722455779,0.4967487697054942,0.7864776377563626,0.851364522417154,0.7753411306042886,0.8127090301003345,0.8,0.76,0.8127090301003345,0.8000000000000002,0.76,0.0006713909999991,1.0763102069999997,0.287509966,0.2912716030000002
195746,VIME,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,random_14_s0,binary,0.5116736402853476,0.4824945587913195,0.5148728746175766,0.7257690882134915,0.8269980506822612,0.7256335282651072,0.7692307692307693,0.7733333333333333,0.76,0.7692307692307693,0.7733333333333333,0.76,10.562702119999813,0.0527552169999125,0.0505201220000799,0.0519904479999695
209358,XGBoost,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,default,binary,0.4222485866135976,0.4505640200773875,0.4933087124427159,0.8540122312824314,0.7997076023391813,0.719298245614035,0.8361204013377926,0.8266666666666667,0.7866666666666666,0.8361204013377926,0.8266666666666667,0.7866666666666666,0.9290074489999998,0.0016206299999996,0.0006480889999997,0.0005836500000002
223922,rtdl_FTTransformer,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,random_11_s0,binary,0.4539376552836552,0.4006139741837978,0.4908782626191775,0.7684009760316283,0.8620857699805069,0.7880116959064327,0.8076923076923077,0.84,0.76,0.8076923076923077,0.8399999999999999,0.76,10.184817272999908,0.0567938740000499,0.0472316650000266,0.045453094000095
236876,rtdl_MLP,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,random_28_s0,binary,0.4869506009932246,0.4264794463664295,0.4744556577045781,0.7375833951074869,0.8308966861598441,0.7577972709551656,0.7692307692307693,0.8133333333333334,0.7333333333333333,0.7692307692307693,0.8133333333333334,0.7333333333333333,6.132810157999984,0.0486428639999303,0.0438313429999652,0.0454828560000351
251769,rtdl_ResNet,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_0,random_4_s0,binary,0.4703528478704268,0.3969777783254782,0.4862463906655709,0.7566638868297504,0.8689083820662767,0.7792397660818714,0.7909698996655519,0.84,0.7733333333333333,0.7909698996655519,0.8399999999999999,0.7733333333333333,4.383331242999986,0.045584534999989,0.0429994369999917,0.0443901310000001
3361,CatBoost,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_1,random_10_s0,binary,0.4770034155377666,0.5141744612720335,0.4522006091076072,0.7733815171732147,0.6881091617933722,0.8596491228070174,0.7775919732441472,0.76,0.7733333333333333,0.7775919732441472,0.76,0.7733333333333333,0.2822005470000022,0.0093052730000096,0.0023723410000116,0.0014198129999982
16821,DANet,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_1,default,binary,0.6778657177157924,0.6445478497942289,0.6874811673164367,0.3647609340252039,0.4307992202729045,0.2919103313840155,0.7625418060200669,0.76,0.76,0.7625418060200669,0.76,0.76,11.644608867000002,0.0377887770000029,0.0314420360000013,0.0315138570000002
29126,DecisionTree,openml__blood-transfusion-service-center__145836,openml__blood-transfusion-service-center__145836__fold_1,random_11_s0,binary,0.4686989409075596,0.9830592951898144,0.4534798084306748,0.7436835927847789,0.6500974658869396,0.7597465886939572,0.7959866220735786,0.7466666666666667,0.8266666666666667,0.7959866220735786,0.7466666666666667,0.8266666666666667,0.0026446120000001,0.0006568260000001,0.0002835110000001,0.0002409069999993
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210268,XGBoost,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_0,random_19_s0,binary,0.1251753089406217,0.1361258881580498,0.1939745119738358,0.9935880309911836,0.985,0.765,0.9583333333333334,0.9629629629629628,0.9629629629629628,0.9583333333333334,0.9629629629629628,0.9629629629629628,0.1130233599999996,0.0013929259999976,0.0005429150000004,0.0005040210000011
224709,rtdl_FTTransformer,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_0,random_23_s0,binary,0.0409461014526271,0.0721073110913426,0.2416819043196651,0.9989981298423724,0.98,0.78,0.9837962962962964,0.9814814814814816,0.9444444444444444,0.9837962962962964,0.9814814814814816,0.9444444444444444,9.02416221600015,0.0615688129998943,0.0524350139999114,0.0511154289999922
237763,rtdl_MLP,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_0,random_16_s0,binary,0.0337025115757441,0.0851676184993447,0.7422054768750384,0.999599251936949,0.985,0.755,0.9907407407407408,0.9814814814814816,0.9444444444444444,0.9907407407407408,0.9814814814814816,0.9444444444444444,6.479171263000012,0.0484936670000024,0.0476937069998939,0.0507034290000092
252646,rtdl_ResNet,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_0,random_10_s0,binary,0.0433086227400323,0.1569464738454876,0.2087364850061324,1.0,0.855,0.835,0.9930555555555556,0.9629629629629628,0.925925925925926,0.9930555555555556,0.9629629629629628,0.925925925925926,2.3618852859999606,0.0562504000000103,0.0532239959999856,0.0520822590000307
4272,CatBoost,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_1,random_20_s0,binary,0.2080303694111544,0.2894107802832821,0.2392609333167724,1.0,0.8200000000000001,0.99,0.9814814814814816,0.9444444444444444,0.9444444444444444,0.9814814814814816,0.9444444444444444,0.9444444444444444,1.293052566,0.0103122619999851,0.0029005309999945,0.0025947800000096
17544,DANet,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_1,random_18_s0,binary,0.0009024359231324,0.1490576302229264,0.3017563729133838,1.0,0.965,0.915,1.0,0.9814814814814816,0.925925925925926,1.0,0.9814814814814816,0.925925925925926,30.749851724999644,0.0435427859993069,0.0381694819998301,0.0382532879993959
30024,DecisionTree,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_1,default,binary,0.0408513345789077,1.35409186920017,2.754408730694448,0.9956585626502806,0.7175,0.7625,0.9861111111111112,0.9444444444444444,0.8333333333333334,0.9861111111111112,0.9444444444444444,0.8333333333333334,0.0087432299999998,0.0007554760000001,0.0002950410000002,0.0002187440000001
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82482,LinearModel,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_1,default,binary,0.1422432807800523,0.1684904864443091,0.1247130021157692,0.9721480096179536,0.885,0.99,0.9398148148148148,0.925925925925926,0.9444444444444444,0.9398148148148148,0.925925925925926,0.9444444444444444,0.0104774729999999,0.0003757100000001,0.0002064080000003,0.0001818520000003
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115728,NODE,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_1,random_23_s0,binary,0.2674255723616591,0.2780330837876708,0.2846708962762797,0.9736842105263158,0.855,0.98,0.9513888888888888,0.9629629629629628,0.9444444444444444,0.9513888888888888,0.9629629629629628,0.9444444444444444,62.65315264200035,0.1256693310006085,0.0365044049995049,0.0362227549994713
124908,RandomForest,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_1,default,binary,0.0955437269595484,0.2202184319101842,0.1704110664023463,1.0,0.8300000000000001,0.925,0.9699074074074074,0.925925925925926,0.925925925925926,0.9699074074074074,0.925925925925926,0.925925925925926,0.2738121969999998,0.0519513360000001,0.033690494,0.056117865
144478,STG,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_1,random_13_s0,binary,0.1001297814199696,0.1603407735884603,0.1406754856709287,0.9807640929735506,0.925,0.98,0.9513888888888888,0.9629629629629628,0.925925925925926,0.9513888888888888,0.9629629629629628,0.925925925925926,8.135861762999866,0.0029140550000192,0.0010171230001105,0.001025330999937
156936,SVM,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_1,default,binary,0.0231272762005541,0.1464782736101452,0.1361426432038003,0.9999332086561582,0.92,0.95,0.9976851851851852,0.9629629629629628,0.9444444444444444,0.9976851851851852,0.9629629629629628,0.9444444444444444,0.0683093009999997,0.0202271439999996,0.002301273,0.0039288769999998
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178941,TabPFNModel,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_1,default,binary,0.0258754514690453,0.1665537133403294,0.0781140199115826,1.0,0.93,0.99,1.0,0.9629629629629628,0.9629629629629628,1.0,0.9629629629629628,0.9629629629629628,0.0004372240000005,0.6245454070000012,0.4462831460000007,0.4483553899999997
196560,VIME,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_1,default,binary,0.2806383448963364,0.2579937393742579,0.2599713754046846,0.9923857868020304,0.94,0.865,0.9120370370370372,0.925925925925926,0.925925925925926,0.9120370370370372,0.925925925925926,0.925925925925926,9.475499354,0.0420331219999994,0.0432708689999969,0.0409385469999996
210288,XGBoost,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_1,default,binary,0.1109394198800954,0.2060466767461211,0.1999556422233581,0.9996660432807908,0.755,0.95,0.9953703703703703,0.9444444444444444,0.9074074074074074,0.9953703703703703,0.9444444444444444,0.9074074074074074,0.1078892709999999,0.0013736780000002,0.002223909,0.000526341
224739,rtdl_FTTransformer,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_1,random_23_s0,binary,0.108925062827809,0.1093898880450676,0.1857217479393714,0.9878439754207854,0.97,0.97,0.9560185185185184,0.9814814814814816,0.8888888888888888,0.9560185185185184,0.9814814814814816,0.8888888888888888,5.261509174999901,0.0614479020000544,0.0529162410000481,0.0521574619999682
237788,rtdl_MLP,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_1,random_11_s0,binary,0.0751327719216485,0.1388662352403679,0.108161996918208,0.9858402351055304,0.925,0.975,0.9861111111111112,0.9629629629629628,0.9444444444444444,0.9861111111111112,0.9629629629629628,0.9444444444444444,6.309804466999992,0.0439452489999894,0.0428392090000215,0.0451380540000059
252696,rtdl_ResNet,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_1,random_29_s0,binary,0.0120631693750207,0.1100315500252354,0.2229323773708192,1.0,0.97,0.925,0.9953703703703703,0.9814814814814816,0.9444444444444444,0.9953703703703703,0.9814814814814816,0.9444444444444444,2.911990091000007,0.056269433999887,0.0536613030001262,0.0537925950000044
4290,CatBoost,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_2,default,binary,0.089896376519343,0.1126885014369439,0.2020949065355159,0.9981966337162704,0.995,0.87,0.976851851851852,0.9814814814814816,0.925925925925926,0.976851851851852,0.9814814814814816,0.925925925925926,0.6385033419999999,0.0097806489999996,0.0029561990000006,0.0020632689999997
17577,DANet,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_2,random_20_s0,binary,0.011825704594854,0.1014238342897318,0.299283142750533,0.9998664173123164,0.99,0.855,0.9953703703703703,0.9814814814814816,0.9444444444444444,0.9953703703703703,0.9814814814814816,0.9444444444444444,16.055503581000266,0.0244911809995755,0.0191525700001875,0.0193685419999383
30059,DecisionTree,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_2,random_14_s0,binary,0.0558803495077509,0.7095738102855562,1.4264150013938883,0.9915842906759283,0.965,0.6950000000000001,0.9814814814814816,0.9629629629629628,0.8888888888888888,0.9814814814814816,0.9629629629629628,0.8888888888888888,0.01095369,0.0057050849999997,0.0007940820000005,0.0007164209999999
52981,KNN,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_2,random_10_s0,binary,0.1870592917987682,0.1968199591198678,0.1782377123638656,0.9437950841570932,0.94,0.905,0.9120370370370372,0.925925925925926,0.925925925925926,0.9120370370370372,0.925925925925926,0.925925925925926,0.0004162729999999,0.0306219820000004,0.0123432330000001,0.013340769
67506,LightGBM,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_2,random_12_s0,binary,0.0050008002611848,0.2249258710979768,0.7787479645683513,1.0,0.97,0.43,1.0,0.9629629629629628,0.9074074074074074,1.0,0.9629629629629628,0.9074074074074074,0.0535228120000006,0.0011334099999995,0.0005080209999999,0.0004917150000007
82512,LinearModel,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_2,default,binary,0.1393063845845897,0.1627368872554065,0.1791806038427599,0.9721480096179536,0.965,0.88,0.9421296296296297,0.9444444444444444,0.925925925925926,0.9421296296296297,0.9444444444444444,0.925925925925926,0.0255488339999998,0.0004766489999998,0.0004078089999999,0.000259406
97422,MLP,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_2,random_12_s0,binary,0.0328345904763023,0.1012692256953955,0.2188577223564215,0.9941223617419184,0.975,0.865,0.9930555555555556,0.9814814814814816,0.9629629629629628,0.9930555555555556,0.9814814814814816,0.9629629629629628,7.789229146000025,0.0423884189999625,0.0403740419999394,0.042454748999944
115743,NODE,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_2,default,binary,0.3056515944017856,0.3190684348896698,0.3113848807083236,0.9853059043547956,0.965,0.86,0.9120370370370372,0.925925925925926,0.925925925925926,0.9120370370370372,0.925925925925926,0.925925925925926,19.089937933,0.0360365499999915,0.0148889989999929,0.0152398189999871
124955,RandomForest,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_2,random_25_s0,binary,0.0552183681968584,0.1594775599598231,0.2610724815714893,1.0,0.965,0.6749999999999999,1.0,0.9629629629629628,0.925925925925926,1.0,0.9629629629629628,0.925925925925926,0.1594942229999958,0.0321012699999982,0.0336222500000005,0.0217668579999994
144510,STG,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_2,random_15_s0,binary,0.063449848400894,0.0622841570880997,0.1904570985719113,0.9908495858936682,1.0,0.91,0.9791666666666666,1.0,0.9629629629629628,0.9791666666666666,1.0,0.9629629629629628,8.14576527700001,0.0028635999999551,0.0010706160001063,0.0010652219998519
156992,SVM,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_2,random_6_s0,binary,0.0213227611033496,0.1833060915074801,0.1669383920407918,1.0,0.93,0.905,1.0,0.9444444444444444,0.925925925925926,1.0,0.9444444444444444,0.925925925925926,0.0762865179999998,0.0145497939999996,0.0022339069999999,0.0132615510000002
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224756,rtdl_FTTransformer,openml__climate-model-simulation-crashes__146819,openml__climate-model-simulation-crashes__146819__fold_2,random_11_s0,binary,0.0307538392705653,0.0504227886493835,0.2447131856482614,0.9974619289340102,0.995,0.56,0.9953703703703703,0.9814814814814816,0.9444444444444444,0.9953703703703703,0.9814814814814816,0.9444444444444444,8.527989422000019,0.0633629039999732,0.0510914159999629,0.0509483780000437
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53238,KNN,openml__colic__25,openml__colic__25__fold_1,random_26_s0,binary,0.4844117395917678,0.5590299381494421,0.49780592943775,0.7744845360824743,0.6900000000000001,0.7933333333333332,0.6938775510204082,0.7297297297297297,0.6486486486486487,0.6938775510204082,0.7297297297297297,0.6486486486486487,0.0009276280000012,0.0079412300000001,0.0032823529999994,0.0036613560000002
67746,LightGBM,openml__colic__25,openml__colic__25__fold_1,random_12_s0,binary,0.0213855017031577,0.5910741188599253,0.1974288547025301,0.9999742268041236,0.8766666666666666,0.9733333333333334,0.9965986394557824,0.8378378378378378,0.918918918918919,0.9965986394557824,0.8378378378378378,0.918918918918919,0.0246267759999998,0.0049685689999989,0.0002536169999984,0.0002247519999993
82752,LinearModel,openml__colic__25,openml__colic__25__fold_1,default,binary,0.3456246742122562,0.4848754119935853,0.2987767039745215,0.9177319587628866,0.88,0.9433333333333332,0.8571428571428571,0.7837837837837838,0.8918918918918919,0.8571428571428571,0.7837837837837838,0.8918918918918919,0.0030927309999999,0.001077868,0.0003235939999999,0.000264929
97677,MLP,openml__colic__25,openml__colic__25__fold_1,random_26_s0,binary,0.3455625330779583,0.4685142798867532,0.4011999275380331,0.9238659793814434,0.8133333333333334,0.8866666666666666,0.8231292517006803,0.7567567567567568,0.7837837837837838,0.8231292517006803,0.7567567567567567,0.7837837837837838,4.242172302999961,0.0429836819998854,0.0421826169999803,0.0436492040000757
115860,NODE,openml__colic__25,openml__colic__25__fold_1,default,binary,0.4536974437686862,0.4873279059255445,0.4192148628267082,0.9131443298969072,0.8666666666666667,0.94,0.8707482993197279,0.8378378378378378,0.945945945945946,0.8707482993197279,0.8378378378378378,0.945945945945946,13.896262672,0.0331114350000021,0.0141894789999952,0.0142669079999961
125198,RandomForest,openml__colic__25,openml__colic__25__fold_1,random_28_s0,binary,0.1955715780652789,0.4301420217889097,0.2898256335037733,0.998041237113402,0.89,1.0,0.9761904761904762,0.8648648648648649,0.972972972972973,0.9761904761904762,0.8648648648648649,0.972972972972973,0.0645074520000008,0.0144986829999993,0.0107706840000005,0.009217006
137473,SAINT,openml__colic__25,openml__colic__25__fold_1,random_1_s0,binary,0.4393609241664815,0.5192583364409369,0.383054200459171,0.8655154639175259,0.7666666666666666,0.9466666666666668,0.8129251700680272,0.7297297297297297,0.8918918918918919,0.8129251700680272,0.7297297297297297,0.8918918918918919,63.72119618800002,0.102325149999956,0.0888305749999744,0.0851819199999681
144744,STG,openml__colic__25,openml__colic__25__fold_1,default,binary,0.487666591545757,0.4977065377893883,0.4900007401718884,0.7988144329896907,0.8266666666666665,0.8866666666666666,0.7040816326530612,0.7837837837837838,0.8378378378378378,0.7040816326530612,0.7837837837837838,0.8378378378378378,4.979481671000002,0.0024221149999981,0.0009087689999986,0.0008548270000012
157185,SVM,openml__colic__25,openml__colic__25__fold_1,random_18_s0,binary,0.3526523811654109,0.4802279725254983,0.3887983246114696,0.976958762886598,0.8300000000000001,0.9033333333333332,0.935374149659864,0.7837837837837838,0.7837837837837838,0.935374149659864,0.7837837837837838,0.7837837837837838,0.0883211060000022,0.0040385479999969,0.0006994529999992,0.0005903979999999
168810,TabNet,openml__colic__25,openml__colic__25__fold_1,random_4_s0,binary,0.6898523438751347,0.5625844119622404,0.3456657632342358,0.8917268041237113,0.8833333333333332,0.96,0.7993197278911565,0.8108108108108109,0.8918918918918919,0.7993197278911565,0.8108108108108109,0.8918918918918919,20.843595283000013,0.0679162859999564,0.0208610679999878,0.0211912799999822
179031,TabPFNModel,openml__colic__25,openml__colic__25__fold_1,default,binary,0.1218996099689357,0.4687076350485251,0.2790015578628643,0.9995876288659794,0.8500000000000001,0.9533333333333334,0.9931972789115646,0.8108108108108109,0.8918918918918919,0.9931972789115646,0.8108108108108109,0.8918918918918919,0.0006349360000008,0.482313993,0.3610955740000001,0.3566136540000002
196835,VIME,openml__colic__25,openml__colic__25__fold_1,random_14_s0,binary,0.4630683973735692,0.5079049125716493,0.4911995077052632,0.899278350515464,0.8266666666666667,0.86,0.8231292517006803,0.8108108108108109,0.7567567567567568,0.8231292517006803,0.8108108108108109,0.7567567567567567,7.123134443000026,0.0449433200000157,0.0423895659999971,0.0409243450000076
210573,XGBoost,openml__colic__25,openml__colic__25__fold_1,random_23_s0,binary,0.2396703085222211,0.4296539051307214,0.2214752488039635,0.9934278350515464,0.8733333333333334,1.0,0.9659863945578232,0.8918918918918919,0.972972972972973,0.9659863945578232,0.8918918918918919,0.972972972972973,0.0489610519999992,0.0051332419999994,0.0004407040000025,0.0004194139999995
224904,rtdl_FTTransformer,openml__colic__25,openml__colic__25__fold_1,default,binary,0.3590832549586043,0.346223541560608,0.1602466396383337,0.914639175257732,0.8899999999999999,0.97,0.8673469387755102,0.8648648648648649,0.972972972972973,0.8673469387755102,0.8648648648648649,0.972972972972973,4.228447878000001,0.0561419650000019,0.0476866300000011,0.0450849039999994
238062,rtdl_MLP,openml__colic__25,openml__colic__25__fold_1,random_15_s0,binary,0.3044072406730166,0.4455066430414078,0.2494186828809071,0.9437113402061856,0.8666666666666666,0.9866666666666668,0.8809523809523809,0.8378378378378378,0.945945945945946,0.8809523809523809,0.8378378378378378,0.945945945945946,2.4116334919999645,0.0444526340000379,0.0443777799999907,0.0445747750000009
252956,rtdl_ResNet,openml__colic__25,openml__colic__25__fold_1,random_1_s0,binary,0.3232942930847203,0.5213813973288681,0.3108429866150726,0.93659793814433,0.7733333333333333,0.9633333333333334,0.8571428571428571,0.7837837837837838,0.8648648648648649,0.8571428571428571,0.7837837837837838,0.8648648648648649,2.983359724000003,0.0473081490000026,0.0483046579999992,0.0457278220000034
4577,CatBoost,openml__colic__25,openml__colic__25__fold_2,random_25_s0,binary,0.2221179738091123,0.3749943022431726,0.3996889498890622,0.9716752577319588,0.9233333333333332,0.9066666666666668,0.91156462585034,0.8378378378378378,0.8378378378378378,0.91156462585034,0.8378378378378378,0.8378378378378378,0.6781608840001354,0.0024459280000428,0.0009093769999708,0.0008186779998595
17791,DANet,openml__colic__25,openml__colic__25__fold_2,random_10_s0,binary,0.4601216976084301,0.4297065413878512,0.7754896021457613,0.918041237113402,0.9066666666666668,0.7733333333333333,0.8367346938775511,0.8648648648648649,0.7837837837837838,0.8367346938775511,0.8648648648648649,0.7837837837837838,17.4536225249999,0.0365501369999492,0.0336986130000696,0.0312930570000844
30324,DecisionTree,openml__colic__25,openml__colic__25__fold_2,default,binary,0.1861895941094318,1.3015094448224669,3.1135600638476424,0.9725773195876288,0.8716666666666666,0.7883333333333333,0.9183673469387756,0.8648648648648649,0.7837837837837838,0.9183673469387756,0.8648648648648649,0.7837837837837838,0.00154301,0.0004656839999999,0.000148676,0.0001340300000001
53260,KNN,openml__colic__25,openml__colic__25__fold_2,random_19_s0,binary,0.4827053300010556,0.5109872042650568,0.5461384299534021,0.8028350515463918,0.7183333333333334,0.7266666666666666,0.717687074829932,0.7027027027027027,0.6486486486486487,0.717687074829932,0.7027027027027027,0.6486486486486487,0.0008511389999998,0.0105305560000008,0.0037846119999986,0.0036430000000002
67785,LightGBM,openml__colic__25,openml__colic__25__fold_2,random_20_s0,binary,4.552783486637139,0.7366171681852302,7.700093648679698,0.7862113402061855,0.95,0.6766666666666667,0.782312925170068,0.8918918918918919,0.7027027027027027,0.782312925170068,0.8918918918918919,0.7027027027027027,0.0152349610000008,0.0007184259999988,0.0002055460000001,0.0001892689999998
82782,LinearModel,openml__colic__25,openml__colic__25__fold_2,default,binary,0.3324216799730085,0.4228196754897225,0.5137051706614618,0.9228865979381444,0.8933333333333333,0.8666666666666666,0.8775510204081632,0.7567567567567568,0.7567567567567568,0.8775510204081631,0.7567567567567567,0.7567567567567567,0.0034293540000001,0.0005907739999999,0.00017106,0.000139861
97692,MLP,openml__colic__25,openml__colic__25__fold_2,random_12_s0,binary,0.2093571069536521,0.3777931971488313,0.6442819345780368,0.9730927835051546,0.8866666666666667,0.8233333333333333,0.91156462585034,0.8108108108108109,0.7837837837837838,0.91156462585034,0.8108108108108109,0.7837837837837838,5.942100643999993,0.0485032490000776,0.0466833390000829,0.0468548699999473
115891,NODE,openml__colic__25,openml__colic__25__fold_2,random_10_s0,binary,0.4364517020935915,0.5033168196678162,0.4654679838064554,0.9208247422680412,0.86,0.87,0.8877551020408163,0.8108108108108109,0.8648648648648649,0.8877551020408163,0.8108108108108109,0.8648648648648649,35.555341774000226,0.1422122320000198,0.0524519190003047,0.0468490989997008
125213,RandomForest,openml__colic__25,openml__colic__25__fold_2,random_14_s0,binary,0.2759859107394297,0.4054174062248565,0.4507517725179959,0.9869072164948454,0.93,0.8533333333333333,0.9489795918367347,0.8648648648648649,0.7837837837837838,0.9489795918367347,0.8648648648648649,0.7837837837837838,0.1193986069999972,0.0239311220000004,0.0161746570000005,0.0167794690000029
137481,SAINT,openml__colic__25,openml__colic__25__fold_2,random_3_s0,binary,0.4128642133785551,0.5513244629711718,0.5391647066618945,0.9092268041237114,0.72,0.7833333333333333,0.8537414965986394,0.7567567567567568,0.6486486486486487,0.8537414965986394,0.7567567567567567,0.6486486486486487,49.69677594200016,0.1052870519999942,0.0849140339998939,0.0828226739999991
144800,STG,openml__colic__25,openml__colic__25__fold_2,random_6_s0,binary,0.2313981522456742,0.4214092153045852,0.5372418659586597,0.9756185567010308,0.85,0.7766666666666667,0.9183673469387756,0.8108108108108109,0.7027027027027027,0.9183673469387756,0.8108108108108109,0.7027027027027027,5.987951900999974,0.0024870830000054,0.0009666610000067,0.0010311999999998
157215,SVM,openml__colic__25,openml__colic__25__fold_2,random_18_s0,binary,0.3174807345597764,0.410679066102722,0.4908094569590406,0.9814432989690722,0.8566666666666667,0.7966666666666666,0.9421768707482994,0.8108108108108109,0.7837837837837838,0.9421768707482994,0.8108108108108109,0.7837837837837838,0.0871433750000001,0.0036398850000018,0.000588436000001,0.0005288869999979
168840,TabNet,openml__colic__25,openml__colic__25__fold_2,random_4_s0,binary,0.6215682144053566,0.4234390901806825,0.503630639702523,0.8947164948453609,0.9066666666666666,0.8566666666666667,0.8197278911564626,0.8648648648648649,0.8108108108108109,0.8197278911564626,0.8648648648648649,0.8108108108108109,19.037907452000013,0.0646014440000044,0.0203066569999919,0.020349723000038
179061,TabPFNModel,openml__colic__25,openml__colic__25__fold_2,default,binary,0.1392461464451871,0.3919763026217854,0.4947175519301782,0.9975773195876289,0.8933333333333333,0.8433333333333333,0.9727891156462584,0.8108108108108109,0.7837837837837838,0.9727891156462584,0.8108108108108109,0.7837837837837838,0.0006106240000001,0.5005015719999992,0.3611335980000003,0.3648119609999991
196865,VIME,openml__colic__25,openml__colic__25__fold_2,random_14_s0,binary,0.4176929724991929,0.5068598778263943,0.519888423987337,0.93819587628866,0.8366666666666668,0.79,0.8129251700680272,0.7027027027027027,0.7027027027027027,0.8129251700680272,0.7027027027027027,0.7027027027027027,7.802477410000051,0.0570953909999616,0.0472675560000652,0.0452467069999329
210591,XGBoost,openml__colic__25,openml__colic__25__fold_2,random_12_s0,binary,0.1524082501846536,0.3065285837353282,0.4037347492837422,0.9945876288659794,0.9366666666666668,0.8666666666666667,0.9591836734693876,0.8918918918918919,0.8648648648648649,0.9591836734693876,0.8918918918918919,0.8648648648648649,0.0580237319999987,0.0053060040000012,0.0005406860000007,0.0005074490000005
224963,rtdl_FTTransformer,openml__colic__25,openml__colic__25__fold_2,random_9_s0,binary,0.1886907341212135,0.5234141194991566,0.596472616584317,0.9791752577319588,0.8466666666666666,0.7733333333333333,0.9217687074829932,0.8648648648648649,0.7567567567567568,0.9217687074829932,0.8648648648648649,0.7567567567567567,5.961263588000008,0.0563504449999641,0.0469584209999993,0.0462831049999863
238091,rtdl_MLP,openml__colic__25,openml__colic__25__fold_2,random_14_s0,binary,0.2351501263888246,0.4176838068645936,0.5041146107267033,0.9681443298969072,0.8666666666666667,0.8566666666666667,0.9013605442176872,0.8648648648648649,0.7837837837837838,0.9013605442176872,0.8648648648648649,0.7837837837837838,3.654790687000002,0.0464139879999834,0.0434481159999791,0.0464991499999882
252979,rtdl_ResNet,openml__colic__25,openml__colic__25__fold_2,random_13_s0,binary,0.3893527790884766,0.3765799080228552,0.5185586124598803,0.8937628865979381,0.91,0.75,0.8027210884353742,0.8378378378378378,0.5945945945945946,0.802721088435374,0.8378378378378378,0.5945945945945946,2.238454850000039,0.0514261229999419,0.0475091450000491,0.0498368580000487
4590,CatBoost,openml__colic__27,openml__colic__27__fold_0,default,binary,0.2707737395932026,0.2590193753517491,0.3248473643367082,0.963068181818182,0.9551282051282052,0.903846153846154,0.8809523809523809,0.945945945945946,0.8648648648648649,0.8809523809523809,0.945945945945946,0.8648648648648649,0.6428371889999998,0.0024038810000002,0.0009407759999993,0.0008647010000002
17833,DANet,openml__colic__27,openml__colic__27__fold_0,random_21_s0,binary,0.078943118388809,0.2179233932706504,0.5612888385232011,0.9972826086956522,0.9551282051282052,0.9198717948717948,0.9727891156462584,0.972972972972973,0.918918918918919,0.9727891156462584,0.972972972972973,0.918918918918919,27.846004019000247,0.03720043300018,0.0310290589995929,0.03100557200014
30364,DecisionTree,openml__colic__27,openml__colic__27__fold_0,random_19_s0,binary,0.3982306658692787,0.3144099692223754,0.2798486353390535,0.8733695652173914,0.91025641025641,0.9294871794871796,0.8435374149659864,0.918918918918919,0.918918918918919,0.8435374149659864,0.918918918918919,0.918918918918919,0.0009588870000003,0.0003913650000004,0.0001365499999996,0.0001222160000002
53280,KNN,openml__colic__27,openml__colic__27__fold_0,default,binary,0.5173714761448036,1.432254729803209,0.5565174009977256,0.7901679841897232,0.7243589743589743,0.7467948717948718,0.717687074829932,0.7297297297297297,0.7567567567567568,0.717687074829932,0.7297297297297297,0.7567567567567567,0.0013088089999997,0.0104676939999999,0.004568442,0.0038034859999998
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82812,LinearModel,openml__colic__27,openml__colic__27__fold_0,default,binary,0.3609429965846822,0.3836899530844528,0.4282984021804531,0.9062747035573122,0.907051282051282,0.891025641025641,0.8537414965986394,0.8108108108108109,0.8918918918918919,0.8537414965986394,0.8108108108108109,0.8918918918918919,0.034355337,0.0014860629999997,0.0004463299999999,0.0003075749999998
97731,MLP,openml__colic__27,openml__colic__27__fold_0,random_20_s0,binary,0.2339399601851031,0.4713043244933155,0.4616401150483029,0.9702569169960474,0.8397435897435898,0.8717948717948718,0.91156462585034,0.8648648648648649,0.8378378378378378,0.91156462585034,0.8648648648648649,0.8378378378378378,5.384690596000041,0.0421135479999748,0.0421218209999096,0.0408075320000307
115923,NODE,openml__colic__27,openml__colic__27__fold_0,random_12_s0,binary,0.4059955248621856,0.4266303012499938,0.4399316141734252,0.9262351778656128,0.9134615384615384,0.8429487179487178,0.91156462585034,0.8918918918918919,0.8648648648648649,0.91156462585034,0.8918918918918919,0.8648648648648649,102.41051371499998,0.2392794239995055,0.0890669569998863,0.0762526650005384
125255,RandomForest,openml__colic__27,openml__colic__27__fold_0,random_25_s0,binary,0.125125957235506,0.3220627442834313,0.3347232269404309,0.9999505928853756,0.9471153846153846,0.9214743589743588,0.9931972789115646,0.972972972972973,0.918918918918919,0.9931972789115646,0.972972972972973,0.918918918918919,0.0656614059999967,0.0158615289999985,0.0114850619999984,0.0099624229999975
137484,SAINT,openml__colic__27,openml__colic__27__fold_0,default,binary,0.3093245385569476,0.2842301885421212,0.2921772844888068,0.9388833992094862,0.9519230769230768,0.9134615384615384,0.8809523809523809,0.918918918918919,0.8918918918918919,0.8809523809523809,0.918918918918919,0.8918918918918919,55.103831022,0.0763442299999965,0.0617241259999943,0.0607386549999944
144821,STG,openml__colic__27,openml__colic__27__fold_0,random_25_s0,binary,0.4464960987204496,0.3428656486542644,0.3637205004390027,0.8676630434782608,0.9487179487179488,0.9006410256410257,0.8231292517006803,0.918918918918919,0.918918918918919,0.8231292517006803,0.918918918918919,0.918918918918919,5.039886397000146,0.0040215889998762,0.0013177550001728,0.0014481349999186
157245,SVM,openml__colic__27,openml__colic__27__fold_0,random_18_s0,binary,0.3447719723064844,0.5484379796377122,0.483371154691194,0.973641304347826,0.8717948717948718,0.8365384615384616,0.9387755102040816,0.8378378378378378,0.8378378378378378,0.9387755102040816,0.8378378378378378,0.8378378378378378,0.0874184289999995,0.0037346760000005,0.0006120480000006,0.0005690670000007
168869,TabNet,openml__colic__27,openml__colic__27__fold_0,random_3_s0,binary,1.4933524071437616,0.6111647664108172,1.137555129219608,0.8372529644268776,0.9294871794871796,0.8830128205128205,0.826530612244898,0.8918918918918919,0.8918918918918919,0.826530612244898,0.8918918918918919,0.8918918918918919,2.8515094329999897,0.0194409050000103,0.0060762670000258,0.0060773390000008
179091,TabPFNModel,openml__colic__27,openml__colic__27__fold_0,default,binary,0.1396713305484871,0.3014145057044319,0.3629154328735092,0.9969367588932808,0.9423076923076924,0.891025641025641,0.9659863945578232,0.8918918918918919,0.8918918918918919,0.9659863945578232,0.8918918918918919,0.8918918918918919,0.0008081989999997,1.150964932,0.3393194929999996,0.3412391229999993
196919,VIME,openml__colic__27,openml__colic__27__fold_0,random_9_s0,binary,0.5172460913455406,0.5487353306364369,0.5851371401065105,0.8786067193675889,0.8012820512820512,0.6987179487179487,0.7789115646258503,0.7567567567567568,0.7837837837837838,0.7789115646258504,0.7567567567567567,0.7837837837837838,6.836209910000093,0.0424925489999168,0.0399700390000816,0.0405457870000418
210645,XGBoost,openml__colic__27,openml__colic__27__fold_0,random_7_s0,binary,0.2567505602959264,0.2666876541098227,0.3239277714007609,0.969244071146245,0.9871794871794872,0.903846153846154,0.9183673469387756,0.945945945945946,0.918918918918919,0.9183673469387756,0.945945945945946,0.918918918918919,0.0326997940000008,0.0010490680000003,0.0004835920000001,0.0004173340000015
224973,rtdl_FTTransformer,openml__colic__27,openml__colic__27__fold_0,random_18_s0,binary,0.3873575770353176,0.3180854503770132,0.4146124048007501,0.9052371541501976,0.9230769230769232,0.8397435897435898,0.8537414965986394,0.918918918918919,0.8648648648648649,0.8537414965986394,0.918918918918919,0.8648648648648649,6.706208730999833,0.0655276729999059,0.0562771160000465,0.0563324529998681
238142,rtdl_MLP,openml__colic__27,openml__colic__27__fold_0,random_6_s0,binary,0.3215331052760845,0.3300953589102908,0.4132738403961805,0.9272727272727274,0.9262820512820512,0.891025641025641,0.8775510204081632,0.918918918918919,0.8378378378378378,0.8775510204081631,0.918918918918919,0.8378378378378378,2.0232105329999968,0.0422301909999873,0.0403290210000193,0.0409752170000103
253005,rtdl_ResNet,openml__colic__27,openml__colic__27__fold_0,default,binary,0.1539546703120229,0.3939435746059816,0.4072055038311707,0.9929841897233204,0.8974358974358975,0.891025641025641,0.9387755102040816,0.8918918918918919,0.8648648648648649,0.9387755102040816,0.8918918918918919,0.8648648648648649,5.640718791000001,0.0499480739999995,0.0449413720000002,0.0458346710000014
4620,CatBoost,openml__colic__27,openml__colic__27__fold_1,default,binary,0.3102709452377413,0.3407938152498364,0.3083023509855759,0.9554425985618644,0.9565217391304348,0.9551282051282052,0.8707482993197279,0.8918918918918919,0.8918918918918919,0.8707482993197279,0.8918918918918919,0.8918918918918919,0.3961066930000001,0.0020490980000005,0.0008574139999995,0.0007999249999999
17872,DANet,openml__colic__27,openml__colic__27__fold_1,random_2_s0,binary,0.2885477842419911,0.3227390255086829,0.361012693343533,0.9546739399950408,0.9409937888198758,0.9198717948717948,0.8877551020408163,0.945945945945946,0.8378378378378378,0.8877551020408163,0.945945945945946,0.8378378378378378,20.327028418999987,0.0387426849999883,0.0351666359999853,0.0332247259999576
30400,DecisionTree,openml__colic__27,openml__colic__27__fold_1,random_24_s0,binary,0.0156901692451787,2.83013355333514,6.534363101739859,0.9997768410612446,0.934782608695652,0.8189102564102564,0.9931972789115646,0.8918918918918919,0.8108108108108109,0.9931972789115646,0.8918918918918919,0.8108108108108109,0.0020118899999994,0.0004452700000001,0.0001419690000004,0.0001265879999996
53311,KNN,openml__colic__27,openml__colic__27__fold_1,random_10_s0,binary,0.5510654961108402,0.5350329513251973,0.6232896956178986,0.7607488222167121,0.7826086956521738,0.6698717948717949,0.7380952380952381,0.7567567567567568,0.6756756756756757,0.7380952380952381,0.7567567567567567,0.6756756756756757,0.0006792560000006,0.0087044550000001,0.004352903,0.0039183759999996
67839,LightGBM,openml__colic__27,openml__colic__27__fold_1,random_15_s0,binary,0.2589901228592197,0.2176547429141204,0.280061076772244,0.9694272253905282,0.9968944099378882,0.9791666666666669,0.8945578231292517,0.972972972972973,0.918918918918919,0.8945578231292517,0.972972972972973,0.918918918918919,0.0460729349999997,0.0008913790000004,0.0042477680000008,0.0001958000000001
82842,LinearModel,openml__colic__27,openml__colic__27__fold_1,default,binary,0.378516364617496,0.2974070171226696,0.3541004933182048,0.8976444334242499,0.953416149068323,0.939102564102564,0.8673469387755102,0.8918918918918919,0.8648648648648649,0.8673469387755102,0.8918918918918919,0.8648648648648649,0.0034884270000001,0.001033638,0.0003597820000003,0.0002434680000003
97765,MLP,openml__colic__27,openml__colic__27__fold_1,random_24_s0,binary,0.3530662928337269,0.4184497661795782,0.5256926849786494,0.9186213736672452,0.8881987577639752,0.8429487179487181,0.8605442176870748,0.8648648648648649,0.7567567567567568,0.8605442176870749,0.8648648648648649,0.7567567567567567,5.367227445000026,0.0423967220000349,0.0416717030000199,0.0415056900000081
115959,NODE,openml__colic__27,openml__colic__27__fold_1,random_18_s0,binary,0.4290821218774432,0.4331730950523067,0.4493450280782339,0.9201586908008926,0.9409937888198758,0.9102564102564102,0.9013605442176872,0.8918918918918919,0.8648648648648649,0.9013605442176872,0.8918918918918919,0.8648648648648649,42.029365500000495,0.1750731520005501,0.0804270449989417,0.0681931170001917
125290,RandomForest,openml__colic__27,openml__colic__27__fold_1,random_2_s0,binary,0.3549297869053298,0.4009743203034708,0.4592767339517486,0.9495908752789488,0.9316770186335404,0.8397435897435898,0.8945578231292517,0.918918918918919,0.8108108108108109,0.8945578231292517,0.918918918918919,0.8108108108108109,0.0144092469999996,0.0058990009999995,0.0037409919999999,0.0040068549999991
137492,SAINT,openml__colic__27,openml__colic__27__fold_1,default,binary,0.3776729751099534,0.3499591272022273,0.3239651791550018,0.9027522935779816,0.937888198757764,0.9423076923076924,0.8537414965986394,0.8648648648648649,0.918918918918919,0.8537414965986394,0.8648648648648649,0.918918918918919,43.18048274600001,0.0761105389999983,0.0628098820000104,0.061524085000002
144855,STG,openml__colic__27,openml__colic__27__fold_1,random_29_s0,binary,0.4278345696602751,0.2956997805551902,0.5441667902711276,0.8763947433672205,0.9720496894409938,0.8173076923076923,0.8061224489795918,0.945945945945946,0.7567567567567568,0.806122448979592,0.945945945945946,0.7567567567567567,6.17279075600004,0.0028964529999484,0.0011120379999738,0.0010320669998691
157275,SVM,openml__colic__27,openml__colic__27__fold_1,random_18_s0,binary,0.3479592471527652,0.4340617122257627,0.4812238587211058,0.9677659310686834,0.906832298136646,0.8653846153846154,0.9421768707482994,0.8378378378378378,0.8378378378378378,0.9421768707482994,0.8378378378378378,0.8378378378378378,0.0893321060000005,0.0038117729999989,0.000613684000001,0.0005869159999996
168891,TabNet,openml__colic__27,openml__colic__27__fold_1,random_23_s0,binary,2.3146422751877544,0.970174482410434,2.100183165023768,0.7175551698487479,0.8757763975155279,0.6714743589743589,0.6836734693877551,0.8378378378378378,0.5945945945945946,0.6836734693877551,0.8378378378378378,0.5945945945945946,17.882590957000048,0.0669532040001286,0.0205406009999933,0.020312284999818
179121,TabPFNModel,openml__colic__27,openml__colic__27__fold_1,default,binary,0.1197659905515231,0.2786977128251581,0.3098619303892593,0.9983635011157947,0.9565217391304348,0.9423076923076924,0.979591836734694,0.8918918918918919,0.8918918918918919,0.979591836734694,0.8918918918918919,0.8918918918918919,0.0006010369999991,0.4684430200000005,0.342934679999999,0.4559246320000003
196925,VIME,openml__colic__27,openml__colic__27__fold_1,random_14_s0,binary,0.4194110686935129,0.4648673073262782,0.6059926834863585,0.925663277956856,0.8540372670807453,0.701923076923077,0.8435374149659864,0.8108108108108109,0.7027027027027027,0.8435374149659864,0.8108108108108109,0.7027027027027027,7.498618984000018,0.042791766999926,0.041932326000051,0.0419133380000857
210653,XGBoost,openml__colic__27,openml__colic__27__fold_1,random_14_s0,binary,0.1834682505957934,0.3185199529335305,0.3187757186792992,0.9943962310934789,0.984472049689441,0.9647435897435896,0.9829931972789115,0.8918918918918919,0.8918918918918919,0.9829931972789115,0.8918918918918919,0.8918918918918919,0.111586355,0.001323702999997,0.0004869870000021,0.0005063959999986
224994,rtdl_FTTransformer,openml__colic__27,openml__colic__27__fold_1,default,binary,0.2832097938271606,0.2659607820112157,0.3642173548405235,0.9367716340193404,0.9565217391304348,0.8878205128205128,0.9013605442176872,0.918918918918919,0.8378378378378378,0.9013605442176872,0.918918918918919,0.8378378378378378,8.141549666,0.055426010999998,0.0448300820000007,0.0444549079999987
238150,rtdl_MLP,openml__colic__27,openml__colic__27__fold_1,random_13_s0,binary,0.3130385814514256,0.262481034514388,0.3722733525886527,0.9471857178279196,0.953416149068323,0.903846153846154,0.8775510204081632,0.8918918918918919,0.8378378378378378,0.8775510204081631,0.8918918918918919,0.8378378378378378,3.241143004999969,0.0511651959999994,0.0480324239999845,0.0472976249999987
253058,rtdl_ResNet,openml__colic__27,openml__colic__27__fold_1,random_3_s0,binary,0.2509886869573871,0.2728803692608946,0.3909923918922809,0.9744606992313416,0.9503105590062112,0.8846153846153846,0.9047619047619048,0.918918918918919,0.8648648648648649,0.9047619047619048,0.918918918918919,0.8648648648648649,3.6385925570000097,0.0521645809999995,0.0482512810000059,0.0463724319999983
4656,CatBoost,openml__colic__27,openml__colic__27__fold_2,random_15_s0,binary,0.22830538644962,0.2321240421636999,0.3531487437333848,0.9755077658303464,0.9720496894409938,0.9503105590062112,0.9387755102040816,0.918918918918919,0.8918918918918919,0.9387755102040816,0.918918918918919,0.8918918918918919,0.2830770329999836,0.0020791200000189,0.0008337409999512,0.0007835730000351
17887,DANet,openml__colic__27,openml__colic__27__fold_2,random_16_s0,binary,0.4048886872783658,0.3517557046300656,0.4431319917375977,0.9215949820788532,0.9906832298136646,0.8913043478260869,0.8537414965986394,0.972972972972973,0.7837837837837838,0.8537414965986394,0.972972972972973,0.7837837837837838,13.593595223000191,0.0328690999999707,0.0317433310001433,0.0307245919998422
30436,DecisionTree,openml__colic__27,openml__colic__27__fold_2,random_2_s0,binary,0.273937014815987,1.2866589718981558,0.3519319448029218,0.919479291119076,0.8276397515527949,0.90527950310559,0.9149659863945578,0.8648648648648649,0.8918918918918919,0.9149659863945578,0.8648648648648649,0.8918918918918919,0.0013210529999998,0.0004083489999997,0.0001491749999997,0.0001329019999998
53356,KNN,openml__colic__27,openml__colic__27__fold_2,random_24_s0,binary,0.5263161647770742,0.5291787190020492,1.390440266518107,0.7787733970529669,0.7934782608695652,0.7795031055900621,0.7244897959183674,0.7837837837837838,0.7567567567567568,0.7244897959183674,0.7837837837837838,0.7567567567567567,0.0008428679999994,0.0085273899999993,0.0035975449999998,0.0033920480000002
67874,LightGBM,openml__colic__27,openml__colic__27__fold_2,random_1_s0,binary,0.0594976348274714,0.1882023657284944,0.2488684908600009,1.0,0.9813664596273292,0.9596273291925466,0.9965986394557824,0.945945945945946,0.8378378378378378,0.9965986394557824,0.945945945945946,0.8378378378378378,0.052156525,0.0013395709999999,0.0003084829999995,0.0043916829999997
82872,LinearModel,openml__colic__27,openml__colic__27__fold_2,default,binary,0.3792360324557496,0.3883731017510174,0.2979054844241759,0.8998904818797292,0.8819875776397516,0.9534161490683232,0.8673469387755102,0.8648648648648649,0.8918918918918919,0.8673469387755102,0.8648648648648649,0.8918918918918919,0.0037431850000002,0.0006271020000001,0.00019159,0.0001385380000002
97786,MLP,openml__colic__27,openml__colic__27__fold_2,random_16_s0,binary,0.3080039726115922,0.2737356420021152,0.4029169775336364,0.9407108721624852,0.9565217391304348,0.903726708074534,0.8673469387755102,0.8918918918918919,0.8108108108108109,0.8673469387755102,0.8918918918918919,0.8108108108108109,5.722814769000024,0.0422580089999655,0.041362993000007,0.0397013550000338
115981,NODE,openml__colic__27,openml__colic__27__fold_2,random_10_s0,binary,0.4556982897374095,0.4591154866927379,0.4685322610107628,0.9175627240143368,0.922360248447205,0.9472049689440992,0.8945578231292517,0.918918918918919,0.8918918918918919,0.8945578231292517,0.918918918918919,0.8918918918918919,35.31138547899991,0.1397414550001485,0.0630174170000827,0.0450902150005276
125298,RandomForest,openml__colic__27,openml__colic__27__fold_2,default,binary,0.2733728340280251,0.3476534173126441,0.3717569493971648,0.9828753484667464,0.9254658385093169,0.9409937888198756,0.91156462585034,0.918918918918919,0.8378378378378378,0.91156462585034,0.918918918918919,0.8378378378378378,0.1134188920000003,0.0221389850000002,0.015471824,0.0145235920000001
137505,SAINT,openml__colic__27,openml__colic__27__fold_2,random_5_s0,binary,0.3427030465685997,0.2835428223920029,0.4109398617937758,0.9138291517323774,0.9192546583850932,0.9192546583850932,0.8673469387755102,0.918918918918919,0.8108108108108109,0.8673469387755102,0.918918918918919,0.8108108108108109,72.14307245700002,0.384558386000208,0.8201420529999268,0.0873903169999721
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253878,rtdl_ResNet,openml__dresses-sales__125920,openml__dresses-sales__125920__fold_0,random_12_s0,binary,0.4680579968169331,0.5742871336638927,0.7135887616872787,0.8968852627257801,0.7684729064039408,0.5763546798029556,0.805,0.74,0.66,0.805,0.74,0.66,3.8679065469999614,0.0506122060000393,0.0474857710000264,0.0465297850000183
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145688,STG,openml__dresses-sales__125920,openml__dresses-sales__125920__fold_1,random_6_s0,binary,0.143112864432187,1.0039136166870597,1.202972893351689,0.9965363300492612,0.5615763546798029,0.4926108374384236,0.97,0.64,0.5,0.97,0.64,0.5,8.336649988000033,0.0032268470000076,0.0011087189999443,0.0011514099999772
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213170,XGBoost,openml__haberman__42,openml__haberman__42__fold_1,random_11_s0,binary,0.3695186458787591,0.5347027651244595,0.5386169509541604,0.9014611087236786,0.717391304347826,0.6467391304347827,0.8319672131147541,0.7741935483870968,0.7741935483870968,0.8319672131147541,0.7741935483870968,0.7741935483870968,0.081945190999999,0.0010388310000024,0.0005752699999987,0.0004930289999975
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240655,rtdl_MLP,openml__haberman__42,openml__haberman__42__fold_1,random_13_s0,binary,0.5315374749727914,0.5095602994964968,0.6198845611464593,0.7072195960464117,0.7554347826086956,0.4945652173913044,0.7418032786885246,0.7741935483870968,0.6451612903225806,0.7418032786885246,0.7741935483870968,0.6451612903225806,2.734316701000012,0.0418295670000361,0.0452168779999624,0.0449570380000068
255495,rtdl_ResNet,openml__haberman__42,openml__haberman__42__fold_1,default,binary,0.4264405136355428,0.4642065155409997,0.6189698903791366,0.8419853889127632,0.8097826086956522,0.5652173913043478,0.7950819672131147,0.8064516129032258,0.7096774193548387,0.7950819672131149,0.8064516129032258,0.7096774193548389,3.371635467999999,0.0434907049999999,0.0414957089999994,0.0425801620000001
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33024,DecisionTree,openml__haberman__42,openml__haberman__42__fold_2,default,binary,0.3860589515626539,1.7620271910519398,0.5851253350592553,0.8359260850880963,0.5842391304347826,0.7065217391304348,0.8319672131147541,0.7419354838709677,0.7096774193548387,0.8319672131147541,0.7419354838709677,0.7096774193548389,0.0097408310000002,0.0003630069999998,0.000213762,0.000204354
55736,KNN,openml__haberman__42,openml__haberman__42__fold_2,random_11_s0,binary,0.5217908401635986,0.4872076829536448,0.4837832674672297,0.7093253115599484,0.7771739130434782,0.8016304347826088,0.7622950819672131,0.8064516129032258,0.7741935483870968,0.7622950819672131,0.8064516129032258,0.7741935483870968,0.0011808489999998,0.0167422959999994,0.0990104650000001,0.0074956879999996
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138159,SAINT,openml__haberman__42,openml__haberman__42__fold_2,random_12_s0,binary,0.5081700552254915,0.5517035479987821,0.5178369810023615,0.7538891276321443,0.6684782608695652,0.7173913043478262,0.7377049180327869,0.7741935483870968,0.7419354838709677,0.7377049180327869,0.7741935483870968,0.7419354838709677,10.514232722000088,0.076978439999948,0.0715862520000882,0.0747899630000574
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240729,rtdl_MLP,openml__har__14970,openml__har__14970__fold_0,random_26_s0,classification,0.085846300083067,0.1083979510915352,0.0709110939212507,0.9994945733601496,0.9994901296950648,0.9998634623140508,0.988712222357082,0.9854368932038836,0.9854368932038836,0.9887040315281902,0.9854272442892898,0.9854160850439696,34.81635323199953,0.1395658929995988,0.0619481420008014,0.0604003999997075
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127894,RandomForest,openml__har__14970,openml__har__14970__fold_1,random_24_s0,classification,0.0679364238522038,0.1392307552095532,0.1370360003039684,0.9999898060777894,0.9993517047224146,0.9992406634009146,0.9970870251244084,0.974757281553398,0.9737864077669904,0.997087264893432,0.9747480813381382,0.9737795595316592,12.80717271800006,0.2599422130000448,0.0347508009999728,0.1215946020000728
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55914,KNN,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,default,classification,0.6057498446230354,0.7274592492840997,0.910658858810126,0.9172787833081952,0.8412698412698414,0.7294973544973544,0.7734375,0.625,0.4375,0.7745518804112553,0.6129807692307692,0.3674242424242424,0.0003824869999999,0.0035260069999996,0.0030480119999998,0.0029363230000001
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85554,LinearModel,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,default,classification,0.6707628623912678,1.0023670376197007,0.940550595233208,0.874766214177979,0.6190476190476192,0.6838624338624338,0.640625,0.3125,0.6875,0.639276212378891,0.2821428571428571,0.6766377005347592,0.0025822719999999,0.0002095189999999,0.0001131729999999,9.668800000017796e-05
100485,MLP,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,random_20_s0,classification,0.6219750010613019,0.773181593782283,3.0467326635344705,0.9605555555555556,0.9391534391534392,0.667989417989418,0.9140625,0.75,0.5625,0.913818659557363,0.7416666666666667,0.5557692307692308,4.707563269999923,0.0401179909999882,0.0375704209999412,0.0389660839999805
117301,NODE,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,random_16_s0,classification,0.6206610326189548,0.8304285146296024,0.910118404775858,0.9706586224233282,0.8253968253968255,0.7037037037037037,0.8828125,0.6875,0.5,0.8819537257993795,0.689576048951049,0.5044642857142857,19.035629869999863,0.0414583069996297,0.0310076670002672,0.0311293380000279
128002,RandomForest,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,random_13_s0,classification,0.1913870965825398,0.2500644949795916,0.7034555864476578,0.9915158371040724,1.0,0.861111111111111,0.9140625,0.9375,0.75,0.9140462930221592,0.9375,0.75,0.0217544499999995,0.0059182050000003,0.004534177,0.0048520750000022
138208,SAINT,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,default,classification,0.8876957243774086,1.0032294634729624,0.9581609051674604,0.7673856209150327,0.5886243386243387,0.6428571428571428,0.609375,0.4375,0.625,0.5459941211938499,0.3894230769230768,0.5625,11.435249134000005,0.0605735970000012,0.0582351340000002,0.0535914939999955
147294,STG,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,random_15_s0,classification,0.2568428531449171,0.3410675758495927,0.5302122157881968,0.9879713423831072,0.9841269841269842,0.884920634920635,0.8984375,0.875,0.625,0.8984375,0.8735119047619047,0.6279829545454546,2.4642167319999544,0.0017510860000129,0.000894411000047,0.0008754890000091
159235,SVM,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,random_10_s0,classification,0.270116569927439,0.429044193575762,0.6007161123436543,0.9852312719959778,0.9444444444444444,0.8968253968253969,0.9296875,0.8125,0.6875,0.9296875,0.8125,0.6837121212121211,0.006219798,0.0008565650000003,0.0002071250000001,0.0001847340000002
171104,TabNet,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,random_28_s0,classification,5.602917767957479,1.2580324669543188,4.488441594308824,0.4333459024635495,0.7235449735449736,0.4629629629629629,0.421875,0.625,0.5625,0.3859222374847374,0.6307692307692307,0.5036057692307692,0.98339587199996,0.0113018060000058,0.0101319080000621,0.0100570309999739
180501,TabPFNModel,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,default,classification,0.1645673633825026,0.3962128605926409,0.5143791912414599,0.994281045751634,0.9642857142857144,0.9206349206349206,0.9296875,0.75,0.75,0.9296078483432456,0.75,0.75,0.0003321099999986,0.1318219970000012,0.0938996269999989,0.0951538779999996
199197,VIME,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,random_12_s0,classification,0.3600541996180908,0.8288448545899882,2.8026687696765293,0.9717169431875314,0.9074074074074074,0.5965608465608466,0.84375,0.875,0.5,0.8427806799112219,0.8752747252747252,0.4692307692307692,6.212664114999939,0.0427462650000052,0.0401907220000339,0.0403685200000154
213378,XGBoost,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,default,classification,0.1603494172377395,0.2695486682932824,0.5577454951999243,0.9944695827048768,1.0,0.91005291005291,0.9296875,0.875,0.625,0.9296742397454032,0.8735119047619047,0.6279829545454546,0.1080477929999998,0.0011148030000001,0.0004610669999998,0.0004207029999996
227064,rtdl_FTTransformer,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,default,classification,0.9437932709934104,1.0938585173571482,2.063262298892369,0.9291452991452992,0.8121693121693122,0.7486772486772487,0.75,0.75,0.4375,0.7499448878971905,0.7322115384615384,0.410427807486631,3.736865196,0.0459244159999983,0.045429619,0.0440395199999983
240867,rtdl_MLP,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,random_15_s0,classification,3.8497271217179554,3.7521647904613946,5.440379133799297,0.5924723479135244,0.6375661375661376,0.3637566137566138,0.703125,0.75,0.4375,0.6268646926536732,0.6714285714285714,0.3802631578947368,4.50662598200006,0.0479349240000601,0.0455142140000361,0.0454616009999426
255721,rtdl_ResNet,openml__hayes-roth__146063,openml__hayes-roth__146063__fold_2,random_24_s0,classification,0.7247418697124006,1.0809834915196177,2.416967624820757,0.9778908999497234,0.925925925925926,0.8042328042328042,0.859375,0.875,0.5,0.8572785263761468,0.8770604395604394,0.4925595238095238,3.588535333999971,0.0492576740000458,0.050469208000095,0.0501423589998921
7294,CatBoost,openml__heart-c__48,openml__heart-c__48__fold_0,random_13_s0,binary,0.3148238656467088,0.330946407818749,0.3751645574591038,0.9488549618320612,0.957983193277311,0.9201680672268908,0.8713692946058091,0.9032258064516128,0.8709677419354839,0.8713692946058091,0.9032258064516128,0.8709677419354839,0.0945061959999975,0.0011611299999998,0.0006814599999955,0.0007493570000036
19713,DANet,openml__heart-c__48,openml__heart-c__48__fold_0,default,binary,0.3934130326813836,0.3533579433156598,0.3420978984645297,0.9188757807078416,0.9705882352941176,0.9411764705882352,0.8381742738589212,0.967741935483871,0.8709677419354839,0.8381742738589212,0.967741935483871,0.8709677419354839,17.83115685,0.0327661689999985,0.0279686940000019,0.0276666389999995
33236,DecisionTree,openml__heart-c__48,openml__heart-c__48__fold_0,random_11_s0,binary,0.3300870710281433,1.669021831688015,1.5407552066833043,0.9226578764746703,0.7584033613445378,0.8256302521008402,0.8713692946058091,0.7741935483870968,0.7741935483870968,0.8713692946058091,0.7741935483870968,0.7741935483870968,0.000810366,0.0002661210000001,0.000116475,0.0001052019999998
55953,KNN,openml__heart-c__48,openml__heart-c__48__fold_0,random_18_s0,binary,0.606303519767419,0.5843067530276036,0.5714453758293844,0.7313671061762664,0.7521008403361346,0.7899159663865545,0.6804979253112033,0.7419354838709677,0.7096774193548387,0.6804979253112033,0.7419354838709677,0.7096774193548389,0.0006087759999999,0.0061381980000003,0.0032257040000001,0.0036434789999999
70506,LightGBM,openml__heart-c__48,openml__heart-c__48__fold_0,random_12_s0,binary,0.3069397453972742,0.3065014628831216,0.6029801210609902,0.93646773074254,0.96218487394958,0.8235294117647058,0.8796680497925311,0.9032258064516128,0.7419354838709677,0.8796680497925311,0.9032258064516128,0.7419354838709677,0.011668878,0.0004534029999998,0.000169027,0.0001500019999998
85584,LinearModel,openml__heart-c__48,openml__heart-c__48__fold_0,default,binary,0.3461838994985959,0.2844613171255601,0.2908907059134121,0.9278972935461486,0.9705882352941176,0.9327731092436976,0.8547717842323651,0.8709677419354839,0.9032258064516128,0.8547717842323651,0.8709677419354839,0.9032258064516128,0.0326309,0.0011161329999995,0.0003427460000002,0.0002497989999996
100512,MLP,openml__heart-c__48,openml__heart-c__48__fold_0,random_18_s0,binary,0.4295967333984882,0.4419302061921166,0.4665529160129447,0.8867453157529493,0.8739495798319328,0.8529411764705882,0.8008298755186722,0.8387096774193549,0.7419354838709677,0.8008298755186722,0.8387096774193549,0.7419354838709677,5.062769505000006,0.0410688439999376,0.0416169689999605,0.0404567450000286
117325,NODE,openml__heart-c__48,openml__heart-c__48__fold_0,random_10_s0,binary,0.4519993813700695,0.4512795334862124,0.4897359311580658,0.9414989590562112,0.9705882352941176,0.9369747899159664,0.9004149377593361,0.9032258064516128,0.8064516129032258,0.9004149377593361,0.9032258064516128,0.8064516129032258,25.485457218999727,0.0766672839999955,0.0633310959992741,0.057855095999912
128031,RandomForest,openml__heart-c__48,openml__heart-c__48__fold_0,random_12_s0,binary,0.3524369812000138,0.390284330574029,0.4113886463706096,0.9561415683553088,0.9705882352941176,0.9369747899159664,0.8838174273858921,0.935483870967742,0.8387096774193549,0.8838174273858921,0.935483870967742,0.8387096774193549,0.0910198339999972,0.0159017269999992,0.0120368079999977,0.0116531520000009
138219,SAINT,openml__heart-c__48,openml__heart-c__48__fold_0,default,binary,0.2942792604449379,0.2214926885020348,0.3389373461325322,0.9447605829285218,0.9663865546218487,0.9243697478991596,0.8796680497925311,0.935483870967742,0.8709677419354839,0.8796680497925311,0.935483870967742,0.8709677419354839,14.744196775,0.068822745000002,0.056919766,0.0594561459999987
147322,STG,openml__heart-c__48,openml__heart-c__48__fold_0,random_13_s0,binary,0.6302287661435693,0.640941551616115,0.6566261601063513,0.7298403886190145,0.7184873949579832,0.680672268907563,0.6556016597510373,0.6774193548387096,0.5806451612903226,0.6556016597510373,0.6774193548387096,0.5806451612903226,4.222410710999952,0.0023320190000504,0.0010902020000003,0.0009873730000435
159273,SVM,openml__heart-c__48,openml__heart-c__48__fold_0,random_18_s0,binary,0.3663818136531124,0.3681358475200803,0.9193075188538584,0.9260235947258848,0.9621848739495796,0.8655462184873949,0.8589211618257261,0.935483870967742,0.9032258064516128,0.8589211618257261,0.935483870967742,0.9032258064516128,0.0361620109997602,0.0028000679999422,0.0004576889996315,0.0004546519999166
171123,TabNet,openml__heart-c__48,openml__heart-c__48__fold_0,random_18_s0,binary,0.5097256912485034,0.5150741197664306,2.5650450893203414,0.9335183900069396,0.911764705882353,0.6428571428571428,0.8630705394190872,0.9032258064516128,0.6129032258064516,0.8630705394190872,0.9032258064516128,0.6129032258064516,13.784930742999904,0.0327416200000243,0.0146657230000073,0.0147109350000391
180531,TabPFNModel,openml__heart-c__48,openml__heart-c__48__fold_0,default,binary,0.2375212888783076,0.2894040064871191,0.305093569981475,0.9715475364330328,0.9495798319327732,0.9453781512605042,0.9004149377593361,0.935483870967742,0.8387096774193549,0.9004149377593361,0.935483870967742,0.8387096774193549,0.0008563209999987,1.0886844260000004,0.2652188330000005,0.2575366859999999
199228,VIME,openml__heart-c__48,openml__heart-c__48__fold_0,random_13_s0,binary,0.6862687389385651,0.6824086385388528,0.6832508771650253,0.6682859125607216,0.7394957983193278,0.7689075630252101,0.6058091286307054,0.6774193548387096,0.6451612903225806,0.6058091286307054,0.6774193548387096,0.6451612903225806,2.0554291610000064,0.0440594990000136,0.0429041870000332,0.0448525819999758
213410,XGBoost,openml__heart-c__48,openml__heart-c__48__fold_0,random_11_s0,binary,0.1203463692420946,0.4156418709805415,0.3844001299941972,0.9977793199167244,0.9033613445378152,0.9201680672268908,0.983402489626556,0.8387096774193549,0.8064516129032258,0.983402489626556,0.8387096774193549,0.8064516129032258,0.0403179260000001,0.0010368319999987,0.0004668270000003,0.0004065250000007
227094,rtdl_FTTransformer,openml__heart-c__48,openml__heart-c__48__fold_0,default,binary,0.3168137361028877,0.2736037173458645,0.3636570608303431,0.9446911866759194,0.953781512605042,0.9159663865546218,0.8713692946058091,0.9032258064516128,0.8709677419354839,0.8713692946058091,0.9032258064516128,0.8709677419354839,7.698481987,0.0581560240000005,0.0522510299999989,0.0530107219999997
240896,rtdl_MLP,openml__heart-c__48,openml__heart-c__48__fold_0,random_14_s0,binary,0.3368944558488878,0.2964219045374662,0.4825070473035016,0.929354614850798,0.9369747899159664,0.8823529411764706,0.8506224066390041,0.9032258064516128,0.7419354838709677,0.8506224066390041,0.9032258064516128,0.7419354838709677,5.5183191750001015,0.0437805789999856,0.0436811590000161,0.0463458730000638
255737,rtdl_ResNet,openml__heart-c__48,openml__heart-c__48__fold_0,random_11_s0,binary,0.3253701952637726,0.3450315206521941,0.4503648295517891,0.949063150589868,0.9285714285714286,0.8823529411764706,0.8755186721991701,0.9032258064516128,0.8387096774193549,0.8755186721991701,0.9032258064516128,0.8387096774193549,6.0710259969999925,0.0452317069999708,0.0444729879999954,0.0471156110000379
7320,CatBoost,openml__heart-c__48,openml__heart-c__48__fold_1,default,binary,0.2225822464936961,0.2381315761581015,0.3498972704461394,0.97911172796669,0.9747899159663864,0.9159663865546218,0.9294605809128632,0.967741935483871,0.8064516129032258,0.9294605809128632,0.967741935483871,0.8064516129032258,0.3200109430000006,0.001390401,0.000705527,0.0007444419999993
19751,DANet,openml__heart-c__48,openml__heart-c__48__fold_1,random_17_s0,binary,0.3810391606535005,0.317085018231263,0.371347782111937,0.9236641221374046,1.0,0.9789915966386554,0.8547717842323651,1.0,0.8387096774193549,0.8547717842323651,1.0,0.8387096774193549,30.97360419000006,0.0478589429999374,0.0434329839999918,0.043434464999791
33269,DecisionTree,openml__heart-c__48,openml__heart-c__48__fold_1,random_14_s0,binary,0.181169108701346,3.4894700364665434,3.605586960605668,0.9752602359472587,0.8382352941176471,0.7773109243697479,0.908713692946058,0.8387096774193549,0.8387096774193549,0.908713692946058,0.8387096774193549,0.8387096774193549,0.0009604549999999,0.0002833660000001,0.0001206470000001,0.0001099189999997
55975,KNN,openml__heart-c__48,openml__heart-c__48__fold_1,random_10_s0,binary,0.5844033588035028,0.6775278690405496,0.5617249651893114,0.759854267869535,0.634453781512605,0.7857142857142858,0.6929460580912863,0.6774193548387096,0.7096774193548387,0.6929460580912863,0.6774193548387096,0.7096774193548389,0.0005222059999994,0.0064252150000001,0.0031589070000004,0.003072554
70539,LightGBM,openml__heart-c__48,openml__heart-c__48__fold_1,random_15_s0,binary,0.187391202990698,0.2152139926528783,0.401351495744121,0.9875433726578764,0.9873949579831932,0.8907563025210083,0.95850622406639,0.967741935483871,0.8387096774193549,0.95850622406639,0.967741935483871,0.8387096774193549,0.0378487859999996,0.0006004050000001,0.0001914220000003,0.0001844870000002
85614,LinearModel,openml__heart-c__48,openml__heart-c__48__fold_1,default,binary,0.3519237962555789,0.257611311513002,0.3005873279489454,0.9240111034004164,0.9873949579831932,0.9663865546218486,0.8713692946058091,0.935483870967742,0.8709677419354839,0.8713692946058091,0.935483870967742,0.8709677419354839,0.0029809579999997,0.0006658440000002,0.0002968779999998,0.0002088699999998
100535,MLP,openml__heart-c__48,openml__heart-c__48__fold_1,random_11_s0,binary,0.5147144934046565,0.4859294790414072,0.5378433300122138,0.8234559333795975,0.8613445378151261,0.7899159663865546,0.7385892116182573,0.8064516129032258,0.6774193548387096,0.7385892116182573,0.8064516129032258,0.6774193548387096,4.973611738999978,0.039834782000014,0.0396466340000074,0.0391174279999972
117374,NODE,openml__heart-c__48,openml__heart-c__48__fold_1,random_28_s0,binary,0.4311976368496527,0.4244296608432646,0.452614773665705,0.9405968077723804,0.9747899159663864,0.9579831932773109,0.9128630705394192,0.935483870967742,0.9032258064516128,0.912863070539419,0.935483870967742,0.9032258064516128,74.09370019099879,0.1318425439985731,0.0786800390014832,0.0615419099995051
128079,RandomForest,openml__heart-c__48,openml__heart-c__48__fold_1,random_29_s0,binary,0.1291105393836472,0.2762484137368183,0.3881179511412712,0.9992713393476752,0.9663865546218487,0.915966386554622,0.9875518672199172,0.935483870967742,0.8709677419354839,0.9875518672199172,0.935483870967742,0.8709677419354839,0.0312033379999974,0.0062226300000034,0.0054760780000009,0.0047824819999959
138243,SAINT,openml__heart-c__48,openml__heart-c__48__fold_1,random_15_s0,binary,0.3117401408673074,0.1895573797125009,0.2467593869735156,0.942470506592644,0.9747899159663864,0.9621848739495796,0.8838174273858921,0.967741935483871,0.9032258064516128,0.8838174273858921,0.967741935483871,0.9032258064516128,29.11358912600008,0.09664334900026,0.0885192269997787,0.0939044579999972
147369,STG,openml__heart-c__48,openml__heart-c__48__fold_1,random_29_s0,binary,0.6325543064052138,0.59169602394104,0.6285915643938126,0.7241498959056211,0.8487394957983193,0.7226890756302521,0.6597510373443983,0.7096774193548387,0.5483870967741935,0.6597510373443983,0.7096774193548389,0.5483870967741935,4.254905290000124,0.0022841969998808,0.0009863519999271,0.0009769770001639
159303,SVM,openml__heart-c__48,openml__heart-c__48__fold_1,random_18_s0,binary,0.363930195843042,0.3608111360899229,0.3657478881691721,0.9233865371269953,0.953781512605042,0.9579831932773109,0.8506224066390041,0.8709677419354839,0.935483870967742,0.8506224066390041,0.8709677419354839,0.935483870967742,0.0400406880003174,0.0027901640000891,0.0004651519998333,0.0004252799999449
171163,TabNet,openml__heart-c__48,openml__heart-c__48__fold_1,random_27_s0,binary,4.016923331329036,1.250261000910256,6.60784678592226,0.7704371963913949,0.9411764705882352,0.6680672268907564,0.7468879668049793,0.935483870967742,0.6774193548387096,0.7468879668049793,0.935483870967742,0.6774193548387096,3.006120423000084,0.0125011979998816,0.0059677910001028,0.0059956029999739
180561,TabPFNModel,openml__heart-c__48,openml__heart-c__48__fold_1,default,binary,0.2185625559722819,0.23206543682083,0.2960676983329317,0.9773074253990284,0.9831932773109244,0.953781512605042,0.9128630705394192,0.9032258064516128,0.935483870967742,0.912863070539419,0.9032258064516128,0.935483870967742,0.0004724420000012,0.3696569140000001,0.2646339149999992,0.2599416440000013
199259,VIME,openml__heart-c__48,openml__heart-c__48__fold_1,random_14_s0,binary,0.6135171740876194,0.5887738427808208,0.6094983335464231,0.7559333795975018,0.8151260504201681,0.7436974789915967,0.7012448132780082,0.7419354838709677,0.6451612903225806,0.7012448132780082,0.7419354838709677,0.6451612903225806,2.980855298999984,0.0469826979999652,0.0466911110000296,0.0467093800000384
213448,XGBoost,openml__heart-c__48,openml__heart-c__48__fold_1,random_19_s0,binary,0.356373167507876,0.3541078127680286,0.4282798428208597,0.9537473976405274,0.9705882352941176,0.9243697478991596,0.8962655601659751,0.935483870967742,0.8387096774193549,0.8962655601659751,0.935483870967742,0.8387096774193549,0.0405326359999982,0.000952747000003,0.000444508000001,0.0004008600000027
227126,rtdl_FTTransformer,openml__heart-c__48,openml__heart-c__48__fold_1,random_11_s0,binary,0.3014243354333016,0.1757777885443741,0.2990547732840622,0.9437196391394864,1.0,0.9453781512605042,0.8672199170124482,0.967741935483871,0.8709677419354839,0.8672199170124482,0.967741935483871,0.8709677419354839,7.345359021000036,0.0521310049999783,0.0496621610000147,0.0493178140000054
240922,rtdl_MLP,openml__heart-c__48,openml__heart-c__48__fold_1,random_10_s0,binary,0.3670363295282318,0.2621809049779849,0.3278526220951349,0.9175572519083968,0.9579831932773109,0.9201680672268908,0.8257261410788381,0.935483870967742,0.9032258064516128,0.8257261410788381,0.935483870967742,0.9032258064516128,4.733784582999988,0.04946580699999,0.0487448909999557,0.0473041430000193
255768,rtdl_ResNet,openml__heart-c__48,openml__heart-c__48__fold_1,random_12_s0,binary,0.299668873731758,0.3092444400873876,0.345010093623592,0.9506592643997224,0.96218487394958,0.9285714285714286,0.8713692946058091,0.967741935483871,0.8709677419354839,0.8713692946058091,0.967741935483871,0.8709677419354839,6.516593752000006,0.043256298000017,0.0421651819999624,0.0425594640000213
7355,CatBoost,openml__heart-c__48,openml__heart-c__48__fold_2,random_14_s0,binary,0.2952561837164699,0.4416580225236972,0.3227381262276729,0.9678151433876624,0.8823529411764707,0.953781512605042,0.9132231404958676,0.8333333333333334,0.935483870967742,0.9132231404958676,0.8333333333333334,0.935483870967742,0.4973016570000084,0.0012644499999936,0.0006934980000039,0.0007012250000002
19776,DANet,openml__heart-c__48,openml__heart-c__48__fold_2,random_12_s0,binary,0.3197212643516507,0.5950726429233327,0.2068690134122246,0.943195103500447,0.8325791855203619,0.9915966386554622,0.859504132231405,0.8333333333333334,0.935483870967742,0.859504132231405,0.8333333333333334,0.935483870967742,23.4074961519998,0.0378304860000753,0.0351344860000608,0.0357407790002071
33296,DecisionTree,openml__heart-c__48,openml__heart-c__48__fold_2,random_11_s0,binary,0.3438256201621955,0.6163076768916329,2.473897078185455,0.9055429475276804,0.8529411764705881,0.838235294117647,0.8636363636363636,0.8,0.8387096774193549,0.8636363636363636,0.8000000000000002,0.8387096774193549,0.000830445,0.0002729649999997,0.0001183829999997,0.0001084749999997
56004,KNN,openml__heart-c__48,openml__heart-c__48__fold_2,default,binary,0.5294495763539586,0.7040764464758402,0.6927565973843272,0.7951997799326044,0.6357466063348416,0.6428571428571429,0.7272727272727273,0.6333333333333333,0.5806451612903226,0.7272727272727273,0.6333333333333333,0.5806451612903226,0.0007071350000003,0.0051333169999998,0.0036435909999998,0.0030244809999997
70563,LightGBM,openml__heart-c__48,openml__heart-c__48__fold_2,default,binary,0.569896524636824,0.5776607483012861,0.5580002213559889,0.9135891616807646,0.8800904977375567,0.9390756302521008,0.8140495867768595,0.8,0.8709677419354839,0.8140495867768595,0.8000000000000002,0.8709677419354839,0.0236757760000001,0.000584517,0.0001830189999996,0.0001555070000005
85644,LinearModel,openml__heart-c__48,openml__heart-c__48__fold_2,default,binary,0.3320496117659519,0.4820239705288234,0.2156460952043538,0.9355615157141874,0.846153846153846,1.0,0.871900826446281,0.8333333333333334,1.0,0.871900826446281,0.8333333333333334,1.0,0.003192952,0.0004379189999998,0.0001602140000001,0.0001187010000003
100578,MLP,openml__heart-c__48,openml__heart-c__48__fold_2,random_23_s0,binary,0.3362917520076013,0.4809516513720154,0.4177541937679052,0.9376934186094492,0.8416289592760181,0.8739495798319328,0.859504132231405,0.8333333333333334,0.8387096774193549,0.859504132231405,0.8333333333333334,0.8387096774193549,5.031139810000013,0.0411127780000697,0.0402935039999192,0.0401120959999161
117387,NODE,openml__heart-c__48,openml__heart-c__48__fold_2,random_12_s0,binary,0.440365494775378,0.5061552534500758,0.4360822266147983,0.939137610893336,0.8461538461538463,0.9873949579831932,0.9008264462809916,0.8333333333333334,0.9032258064516128,0.9008264462809916,0.8333333333333334,0.9032258064516128,77.2716261659998,0.1274726640003791,0.0773451940003724,0.0750309309996737
128095,RandomForest,openml__heart-c__48,openml__heart-c__48__fold_2,random_16_s0,binary,0.368188757809173,0.4581125448933599,0.4312003659552922,0.94883433051372,0.8914027149321267,0.9201680672268908,0.8801652892561983,0.8666666666666667,0.7741935483870968,0.8801652892561983,0.8666666666666667,0.7741935483870968,0.0495254609999982,0.0097681069999993,0.0071250770000013,0.0072225850000009
138262,SAINT,openml__heart-c__48,openml__heart-c__48__fold_2,random_15_s0,binary,0.4246739108146222,0.3914962810774644,0.4009537987651363,0.9042019118354996,0.918552036199095,0.9285714285714284,0.8140495867768595,0.9,0.8064516129032258,0.8140495867768595,0.9,0.8064516129032258,12.922423531000277,0.0932633359998362,0.0850678589999915,0.086472588000106
147402,STG,openml__heart-c__48,openml__heart-c__48__fold_2,random_4_s0,binary,0.4389555415461871,0.5036611071477334,0.4597311936799557,0.869403754899938,0.8393665158371041,0.8697478991596639,0.8305785123966942,0.7333333333333333,0.7419354838709677,0.8305785123966943,0.7333333333333333,0.7419354838709677,3.4572874410000054,0.0022607459999903,0.0009110160000034,0.0008732299999962
159325,SVM,openml__heart-c__48,openml__heart-c__48__fold_2,random_10_s0,binary,0.3746470800394512,0.5322911894744924,0.5103984912643823,0.9695344199160992,0.7737556561085973,0.8487394957983193,0.9214876033057852,0.8,0.7419354838709677,0.9214876033057852,0.8000000000000002,0.7419354838709677,3.5633314389997395,0.003611969999838,0.0006947429997126,0.0006660879998889
171199,TabNet,openml__heart-c__48,openml__heart-c__48__fold_2,random_5_s0,binary,0.8091613721082438,0.6005567487618769,0.9368883983758552,0.898906540127914,0.8868778280542987,0.8991596638655461,0.7975206611570248,0.8666666666666667,0.7741935483870968,0.7975206611570249,0.8666666666666667,0.7741935483870968,9.510223044000044,0.0347862069999678,0.016866747999984,0.0165569860000118
180591,TabPFNModel,openml__heart-c__48,openml__heart-c__48__fold_2,default,binary,0.1751433809452366,0.5381564700355133,0.1974191759495184,0.9876899800563924,0.8506787330316742,0.9957983193277312,0.9297520661157024,0.8333333333333334,0.935483870967742,0.9297520661157024,0.8333333333333334,0.935483870967742,0.0004528750000005,0.3757554729999999,0.2630825150000007,0.2636688740000004
199289,VIME,openml__heart-c__48,openml__heart-c__48__fold_2,random_14_s0,binary,0.6204275707444868,0.6225741277138392,0.605768459458505,0.749810879581872,0.7647058823529411,0.7941176470588236,0.6652892561983471,0.6666666666666666,0.7419354838709677,0.6652892561983471,0.6666666666666666,0.7419354838709677,2.9042395849999707,0.0450459119999777,0.044945073000008,0.0451322380000078
213487,XGBoost,openml__heart-c__48,openml__heart-c__48__fold_2,random_27_s0,binary,0.0451057862655417,0.5879045663789536,0.2679799143393944,1.0,0.8642533936651584,0.9621848739495796,1.0,0.8333333333333334,0.8387096774193549,1.0,0.8333333333333334,0.8387096774193549,0.0458943549999979,0.0009432840000016,0.000430584,0.0003915670000012
227158,rtdl_FTTransformer,openml__heart-c__48,openml__heart-c__48__fold_2,random_13_s0,binary,0.5504183754602001,0.3969890741010507,0.3799654656360226,0.8152809297847465,0.923076923076923,0.9201680672268908,0.743801652892562,0.8333333333333334,0.8387096774193549,0.7438016528925621,0.8333333333333334,0.8387096774193549,4.692460800999925,0.0516840919999594,0.0500403700000333,0.0470721539999203
240975,rtdl_MLP,openml__heart-c__48,openml__heart-c__48__fold_2,random_4_s0,binary,0.3616421088116428,0.3843114961870014,0.2636584984288821,0.919537858469156,0.9049773755656108,0.9579831932773109,0.8347107438016529,0.9,0.935483870967742,0.8347107438016529,0.9,0.935483870967742,2.80404152600002,0.0434861100000034,0.0445734379999862,0.0442798269999968
255798,rtdl_ResNet,openml__heart-c__48,openml__heart-c__48__fold_2,random_12_s0,binary,0.3591049712917128,0.5003197900950909,0.4102178892541316,0.9435389588061344,0.8325791855203619,0.9285714285714284,0.8512396694214877,0.8333333333333334,0.8064516129032258,0.8512396694214878,0.8333333333333334,0.8064516129032258,6.085495278999986,0.0456400470000062,0.0431496880000281,0.0448007339999776
7400,CatBoost,openml__heart-h__50,openml__heart-h__50__fold_0,random_28_s0,binary,0.2879246406027738,0.2924539202003763,0.5397492029546789,0.9552777777777778,0.9712918660287082,0.7799043062200957,0.8717948717948718,0.9666666666666668,0.7666666666666667,0.8717948717948718,0.9666666666666668,0.7666666666666667,0.122447357999988,0.0010624949999851,0.0006156880000105,0.0005980880000038
19807,DANet,openml__heart-h__50,openml__heart-h__50__fold_0,random_13_s0,binary,0.3697736942266578,0.3159485028746227,0.4868012531388861,0.900873015873016,0.9186602870813396,0.8325358851674641,0.8461538461538461,0.9333333333333332,0.7666666666666667,0.8461538461538461,0.9333333333333332,0.7666666666666667,30.19321160200002,0.0553237839999383,0.0530783450001308,0.0521546770000895
33334,DecisionTree,openml__heart-h__50,openml__heart-h__50__fold_0,random_19_s0,binary,0.3848110025379821,0.4382573250940669,0.4455719657524156,0.8802380952380952,0.8301435406698565,0.8205741626794258,0.8290598290598291,0.8333333333333334,0.7666666666666667,0.8290598290598291,0.8333333333333334,0.7666666666666667,0.0006379909999996,0.0002580449999998,0.0001161609999993,0.0001039660000001
56040,KNN,openml__heart-h__50,openml__heart-h__50__fold_0,random_15_s0,binary,0.5676335839086308,0.6745785353435619,0.602362022407259,0.7369444444444445,0.6315789473684211,0.6674641148325359,0.7094017094017094,0.6666666666666666,0.6666666666666666,0.7094017094017093,0.6666666666666666,0.6666666666666666,0.0004846149999995,0.0057546459999997,0.0030993109999997,0.0035080580000004
70605,LightGBM,openml__heart-h__50,openml__heart-h__50__fold_0,random_20_s0,binary,5.544955709156115,3.169552102190785,10.302243649088432,0.7840079365079365,0.930622009569378,0.569377990430622,0.7948717948717948,0.9,0.6333333333333333,0.7948717948717948,0.9,0.6333333333333333,0.0073363850000003,0.0004017880000013,0.0001627489999993,0.0041748820000009
85674,LinearModel,openml__heart-h__50,openml__heart-h__50__fold_0,default,binary,0.3829050313631568,0.3871876887094772,0.517038007205819,0.8905555555555555,0.8803827751196173,0.8277511961722488,0.8418803418803419,0.8333333333333334,0.7666666666666667,0.8418803418803419,0.8333333333333334,0.7666666666666667,0.0297339439999999,0.0010560269999999,0.000350456,0.000250354
100620,MLP,openml__heart-h__50,openml__heart-h__50__fold_0,random_7_s0,binary,0.6323931397328901,0.5968543802698453,0.7695568624883891,0.6834126984126985,0.722488038277512,0.5454545454545454,0.6452991452991453,0.7666666666666667,0.4666666666666667,0.6452991452991453,0.7666666666666667,0.4666666666666667,1.4847117659999751,0.0447687889999883,0.0451605359999689,0.0454543099999682
117421,NODE,openml__heart-h__50,openml__heart-h__50__fold_0,random_16_s0,binary,0.4497970166878822,0.4676541397968928,0.554760867357254,0.9294444444444444,0.8899521531100478,0.8038277511961722,0.8803418803418803,0.8666666666666667,0.7333333333333333,0.8803418803418802,0.8666666666666667,0.7333333333333333,32.237858043000415,0.0395671789992775,0.0200254799992762,0.0203610139997181
128123,RandomForest,openml__heart-h__50,openml__heart-h__50__fold_0,random_14_s0,binary,0.2386169130661669,0.3390848762417418,0.4905345229276361,0.9814285714285714,0.937799043062201,0.8133971291866029,0.9273504273504274,0.9,0.7666666666666667,0.9273504273504274,0.9,0.7666666666666667,0.1057298410000022,0.0194107990000027,0.0140958600000011,0.0139189620000017
138278,SAINT,openml__heart-h__50,openml__heart-h__50__fold_0,random_11_s0,binary,0.2363677961865249,0.2095720082133387,0.5764162407411884,0.9657142857142856,0.985645933014354,0.799043062200957,0.8974358974358975,0.9666666666666668,0.7333333333333333,0.8974358974358975,0.9666666666666668,0.7333333333333333,27.843474942000284,0.0671109509999041,0.0588581900001372,0.0601856359999146
147409,STG,openml__heart-h__50,openml__heart-h__50__fold_0,random_10_s0,binary,0.5959141120696679,0.6263413459062577,0.6519583662350973,0.733015873015873,0.6889952153110048,0.5406698564593302,0.6794871794871795,0.7,0.7,0.6794871794871795,0.7,0.7,4.138711239999964,0.0021996219999778,0.0008781500000054,0.0008101849999775
159363,SVM,openml__heart-h__50,openml__heart-h__50__fold_0,random_18_s0,binary,0.3881732141599728,0.466321413867851,0.4197604387146271,0.8792857142857142,0.8325358851674641,0.894736842105263,0.8333333333333334,0.8333333333333334,0.8333333333333334,0.8333333333333334,0.8333333333333334,0.8333333333333334,0.076883302999704,0.0042370259998278,0.0009009669993247,0.00078113499967
171218,TabNet,openml__heart-h__50,openml__heart-h__50__fold_0,random_22_s0,binary,4.098316319513343,0.5001323269828357,6.07592971734645,0.8106746031746032,0.9952153110047848,0.722488038277512,0.7905982905982906,0.9333333333333332,0.7,0.7905982905982905,0.9333333333333332,0.7,10.763647998000124,0.0553502539999044,0.0243296059998101,0.0255442819998279
180621,TabPFNModel,openml__heart-h__50,openml__heart-h__50__fold_0,default,binary,0.1396498522824711,0.3650967925476531,0.5744622524517278,0.9964285714285712,0.9186602870813396,0.8086124401913876,0.9529914529914528,0.8666666666666667,0.7666666666666667,0.9529914529914528,0.8666666666666667,0.7666666666666667,0.0006825219999999,1.0860412140000006,0.2357456310000003,0.2364047199999994
199314,VIME,openml__heart-h__50,openml__heart-h__50__fold_0,default,binary,0.6261959575180315,0.6223780045906703,0.6572081774473191,0.689126984126984,0.7559808612440192,0.5263157894736842,0.6752136752136753,0.7,0.7,0.6752136752136753,0.7,0.7,2.530362896,0.0419931840000007,0.0410913140000008,0.0399581159999993
213508,XGBoost,openml__heart-h__50,openml__heart-h__50__fold_0,random_19_s0,binary,0.3599206408820091,0.420777153968811,0.4458322919905185,0.9449603174603176,0.9090909090909092,0.8444976076555022,0.8717948717948718,0.8333333333333334,0.8,0.8717948717948718,0.8333333333333334,0.8000000000000002,0.0353620809999988,0.0011170100000015,0.0005595659999997,0.0004532239999974
227189,rtdl_FTTransformer,openml__heart-h__50,openml__heart-h__50__fold_0,random_14_s0,binary,0.2423136725138204,0.1782135555210212,0.5487777223655333,0.9636507936507936,0.9808612440191388,0.8373205741626795,0.8931623931623932,0.9666666666666668,0.7666666666666667,0.8931623931623932,0.9666666666666668,0.7666666666666667,8.805748655999992,0.0655673100000058,0.0647778180000386,0.0626850680000643
241002,rtdl_MLP,openml__heart-h__50,openml__heart-h__50__fold_0,random_29_s0,binary,0.2398789884422787,0.4894951331985415,0.5370949219175297,0.9587301587301588,0.9138755980861244,0.8564593301435406,0.8760683760683761,0.9333333333333332,0.8,0.8760683760683761,0.9333333333333332,0.8000000000000002,4.959818121000126,0.0471383330000207,0.0447503190000588,0.0444090179998966
255829,rtdl_ResNet,openml__heart-h__50,openml__heart-h__50__fold_0,random_13_s0,binary,0.31990751133372,0.3130375607560078,0.4506981182843447,0.9377777777777778,0.937799043062201,0.8373205741626795,0.8675213675213675,0.9333333333333332,0.8333333333333334,0.8675213675213675,0.9333333333333332,0.8333333333333334,2.2650822289999724,0.044910047999906,0.0446794080000927,0.0434899679999034
7419,CatBoost,openml__heart-h__50,openml__heart-h__50__fold_1,random_18_s0,binary,0.3239710338117535,0.3559907315176933,0.3180673898529266,0.9378174603174604,0.9186602870813396,0.937799043062201,0.8504273504273504,0.9,0.9,0.8504273504273504,0.9,0.9,0.1691478429999904,0.0011619649999943,0.0006552370000036,0.0006133530000056
19836,DANet,openml__heart-h__50,openml__heart-h__50__fold_1,random_12_s0,binary,0.4135383349946803,0.3876830523212751,0.3632477208971977,0.8777777777777777,0.8947368421052632,0.8995215311004785,0.8034188034188035,0.9333333333333332,0.9,0.8034188034188035,0.9333333333333332,0.9,21.68374426200012,0.0430302310001025,0.0376546229999803,0.0396176219999233
33354,DecisionTree,openml__heart-h__50,openml__heart-h__50__fold_1,default,binary,0.1987084961954272,1.4490198077455785,1.6832035189856558,0.96015873015873,0.9066985645933014,0.7272727272727272,0.9273504273504274,0.8666666666666667,0.7333333333333333,0.9273504273504274,0.8666666666666667,0.7333333333333333,0.0008644099999997,0.0002667920000001,0.0001185830000003,0.0001103390000003
56065,KNN,openml__heart-h__50,openml__heart-h__50__fold_1,random_10_s0,binary,0.5631202553090391,0.6277279161799734,0.6871207427228695,0.7502380952380953,0.6220095693779905,0.6435406698564594,0.7136752136752137,0.6666666666666666,0.6,0.7136752136752137,0.6666666666666666,0.6,0.000485598,0.0059620570000005,0.0030861990000001,0.0030526039999996
70629,LightGBM,openml__heart-h__50,openml__heart-h__50__fold_1,random_15_s0,binary,0.1952151309947998,0.4472316911788549,0.4540730571906256,0.9905555555555556,0.8755980861244018,0.8708133971291867,0.9572649572649572,0.8666666666666667,0.8333333333333334,0.9572649572649572,0.8666666666666667,0.8333333333333334,0.0339526560000003,0.0005033399999998,0.0001761909999995,0.0001612229999992
85704,LinearModel,openml__heart-h__50,openml__heart-h__50__fold_1,default,binary,0.3868283040614871,0.4817954471709697,0.3906615881801253,0.8893650793650794,0.8564593301435407,0.8851674641148326,0.8333333333333334,0.7666666666666667,0.8333333333333334,0.8333333333333334,0.7666666666666667,0.8333333333333334,0.002794465,0.0006399570000001,0.0003048080000001,0.0002036229999999
100628,MLP,openml__heart-h__50,openml__heart-h__50__fold_1,random_14_s0,binary,0.4638263895504702,0.4933622079590956,0.5852797019605835,0.8539682539682539,0.8421052631578948,0.8038277511961722,0.811965811965812,0.8666666666666667,0.7,0.811965811965812,0.8666666666666667,0.7,4.812952802000041,0.0416007590000617,0.0413667569999915,0.041541221999978
117447,NODE,openml__heart-h__50,openml__heart-h__50__fold_1,random_12_s0,binary,0.4382855092358385,0.4393863379955292,0.5083307554324468,0.943015873015873,0.9043062200956938,0.8660287081339713,0.8717948717948718,0.8666666666666667,0.8,0.8717948717948718,0.8666666666666667,0.8000000000000002,77.6956525200003,0.1499989810008628,0.104852067000138,0.0869151560000318
128155,RandomForest,openml__heart-h__50,openml__heart-h__50__fold_1,random_16_s0,binary,0.3423058999127563,0.3753851861129325,0.3938471796378336,0.9420238095238096,0.8899521531100478,0.8971291866028708,0.8504273504273504,0.9,0.9,0.8504273504273504,0.9,0.9,0.0517791709999997,0.0107267620000008,0.0076590710000026,0.0074747360000024
138292,SAINT,openml__heart-h__50,openml__heart-h__50__fold_1,default,binary,0.3336291209213499,0.3447657729499042,0.2559880154207349,0.9280555555555556,0.937799043062201,0.9760765550239234,0.8376068376068376,0.9,0.9333333333333332,0.8376068376068376,0.9,0.9333333333333332,11.579858967,0.0695247809999983,0.0603357530000039,0.061092655000003
147462,STG,openml__heart-h__50,openml__heart-h__50__fold_1,random_4_s0,binary,0.5267504026205876,0.4882062755525112,0.4126215621829033,0.7755555555555556,0.8205741626794258,0.8564593301435407,0.7863247863247863,0.7666666666666667,0.8666666666666667,0.7863247863247863,0.7666666666666667,0.8666666666666667,3.4939602839999964,0.0019603650000021,0.0008320080000032,0.0008271399999841
159393,SVM,openml__heart-h__50,openml__heart-h__50__fold_1,random_18_s0,binary,0.3926283381417986,0.4273177088077873,0.4434394527359593,0.8897619047619048,0.8660287081339713,0.8516746411483253,0.8333333333333334,0.7666666666666667,0.8333333333333334,0.8333333333333334,0.7666666666666667,0.8333333333333334,0.0854205850000653,0.004235417000018,0.0009042729998327,0.0007650600000488
171238,TabNet,openml__heart-h__50,openml__heart-h__50__fold_1,random_13_s0,binary,7.733046436849712,2.492781601984219,7.599524623095446,0.6125793650793651,0.8564593301435407,0.6076555023923444,0.6965811965811965,0.9,0.7,0.6965811965811965,0.9,0.7,2.307843086999924,0.0231002780000153,0.0112820159999955,0.0112345520000189
180651,TabPFNModel,openml__heart-h__50,openml__heart-h__50__fold_1,default,binary,0.2072225553640284,0.4290109926291431,0.3857480942116429,0.9803968253968254,0.8803827751196173,0.9138755980861244,0.9230769230769232,0.8,0.8333333333333334,0.9230769230769232,0.8000000000000002,0.8333333333333334,0.000499100999999,0.3379410800000002,0.2398687759999997,0.2405411729999986
199357,VIME,openml__heart-h__50,openml__heart-h__50__fold_1,random_21_s0,binary,0.593133705867152,0.6129567841688792,0.6106817305088044,0.7239682539682539,0.6985645933014354,0.7033492822966507,0.717948717948718,0.7,0.6333333333333333,0.717948717948718,0.7,0.6333333333333333,2.488956720000033,0.04931754800009,0.0483995380000124,0.0485634420000451
213530,XGBoost,openml__heart-h__50,openml__heart-h__50__fold_1,random_11_s0,binary,0.2281467390254649,0.4205491055424015,0.4665290201703707,0.9802380952380952,0.8732057416267943,0.8564593301435406,0.9188034188034188,0.8,0.8,0.9188034188034188,0.8000000000000002,0.8000000000000002,0.0238141130000002,0.0010216120000006,0.0044659889999998,0.0004248590000006
227225,rtdl_FTTransformer,openml__heart-h__50,openml__heart-h__50__fold_1,random_1_s0,binary,0.2888408735967599,0.3232477487064898,0.3310472805984318,0.947063492063492,0.9521531100478468,0.9282296650717704,0.8504273504273504,0.9333333333333332,0.8333333333333334,0.8504273504273504,0.9333333333333332,0.8333333333333334,6.887267398999995,0.0533223189999887,0.0515595459999929,0.0510582499999969
241016,rtdl_MLP,openml__heart-h__50,openml__heart-h__50__fold_1,random_14_s0,binary,0.3342496193159355,0.3374120331058899,0.3528070783863465,0.9352380952380952,0.8995215311004784,0.9138755980861244,0.8547008547008547,0.9,0.8666666666666667,0.8547008547008547,0.9,0.8666666666666667,5.833532347000073,0.0466845700000249,0.044443939999951,0.0446176039999954
255855,rtdl_ResNet,openml__heart-h__50,openml__heart-h__50__fold_1,default,binary,0.223691279168618,0.3596866818397151,0.455598806909984,0.9681746031746032,0.9090909090909092,0.9043062200956936,0.9017094017094016,0.9,0.8666666666666667,0.9017094017094016,0.9,0.8666666666666667,4.469453093,0.0449141270000019,0.0445513399999981,0.0456223659999999
7468,CatBoost,openml__heart-h__50,openml__heart-h__50__fold_2,random_8_s0,binary,0.2185683752400291,0.3415566076808628,0.3578137796186185,0.9776984126984126,0.9330143540669856,0.8899521531100478,0.9145299145299144,0.9333333333333332,0.9,0.9145299145299144,0.9333333333333332,0.9,4.387012268000007,0.0013261040000003,0.000705136999997,0.0006712919999998
19870,DANet,openml__heart-h__50,openml__heart-h__50__fold_2,random_16_s0,binary,0.4391273701977398,0.4580465706686178,0.4713054212431113,0.8756349206349207,0.8851674641148326,0.8803827751196172,0.8290598290598291,0.9,0.8333333333333334,0.8290598290598291,0.9,0.8333333333333334,15.438591894000185,0.0341643080000722,0.0324755099995854,0.0328392370001893
33401,DecisionTree,openml__heart-h__50,openml__heart-h__50__fold_2,random_25_s0,binary,0.0202448351793236,5.842746586898682,10.36798693046016,0.9994841269841268,0.7870813397129187,0.6674641148325358,0.9914529914529916,0.8,0.7,0.9914529914529916,0.8000000000000002,0.7,0.0009780060000004,0.0002599720000002,0.0001184370000002,0.000106004
56114,KNN,openml__heart-h__50,openml__heart-h__50__fold_2,random_28_s0,binary,0.4708837337514135,1.715685236639324,3.9117650196916736,0.826468253968254,0.6483253588516746,0.6004784688995215,0.7777777777777778,0.7333333333333333,0.6666666666666666,0.7777777777777778,0.7333333333333333,0.6666666666666666,0.0004656399999998,0.0055761079999996,0.0031393449999992,0.0028262050000016
70656,LightGBM,openml__heart-h__50,openml__heart-h__50__fold_2,random_12_s0,binary,0.1060954490862481,0.5415111364474818,0.6493973048533638,0.9971428571428572,0.8803827751196173,0.8133971291866029,0.9615384615384616,0.8333333333333334,0.7333333333333333,0.9615384615384616,0.8333333333333334,0.7333333333333333,0.0138177210000005,0.0004632450000006,0.0001745040000002,0.0001567189999995
85734,LinearModel,openml__heart-h__50,openml__heart-h__50__fold_2,default,binary,0.3782823471217087,0.4307611672640903,0.4755354483789065,0.8933333333333333,0.8947368421052632,0.8516746411483255,0.8418803418803419,0.7666666666666667,0.7666666666666667,0.8418803418803419,0.7666666666666667,0.7666666666666667,0.003045615,0.0003859429999999,0.0001414819999998,0.00011442
100668,MLP,openml__heart-h__50,openml__heart-h__50__fold_2,random_23_s0,binary,0.3484709142228692,0.4169616569454471,0.4460085800848901,0.9142857142857144,0.8803827751196173,0.8229665071770335,0.8632478632478633,0.8333333333333334,0.8666666666666667,0.8632478632478633,0.8333333333333334,0.8666666666666667,5.036601005999955,0.0393824810000751,0.0378604210000048,0.0366731370000934
117478,NODE,openml__heart-h__50,openml__heart-h__50__fold_2,random_13_s0,binary,0.4659322265885834,0.4901768138011296,0.4857989350954692,0.897936507936508,0.8803827751196172,0.8708133971291866,0.8589743589743589,0.8333333333333334,0.8,0.8589743589743589,0.8333333333333334,0.8000000000000002,11.771670395999536,0.0228677699997206,0.0182340270002896,0.0182114099998216
128180,RandomForest,openml__heart-h__50,openml__heart-h__50__fold_2,random_11_s0,binary,0.3482891046002904,0.4025194354882421,0.42558585459675,0.9212301587301588,0.8827751196172249,0.8492822966507177,0.8589743589743589,0.8666666666666667,0.8333333333333334,0.8589743589743589,0.8666666666666667,0.8333333333333334,0.012965887,0.0045110360000002,0.0033426869999999,0.0034149629999973
138313,SAINT,openml__heart-h__50,openml__heart-h__50__fold_2,random_15_s0,binary,0.3491236236678738,0.3382572635387381,0.4299399979412556,0.9322222222222224,0.9138755980861244,0.9282296650717704,0.8333333333333334,0.8666666666666667,0.8,0.8333333333333334,0.8666666666666667,0.8000000000000002,25.59407069100007,0.0953716750000239,0.098234863000016,0.0891221609999775
147489,STG,openml__heart-h__50,openml__heart-h__50__fold_2,random_29_s0,binary,0.5871507292374586,0.5971412976582845,0.5973863556981087,0.725,0.7368421052631579,0.6937799043062202,0.717948717948718,0.7,0.6333333333333333,0.717948717948718,0.7,0.6333333333333333,5.164016949999905,0.0022742269998161,0.0008971760000804,0.0008649330000025
159434,SVM,openml__heart-h__50,openml__heart-h__50__fold_2,random_28_s0,binary,0.4059632986628699,0.4772554402874905,0.5215937090922927,0.9240476190476192,0.8421052631578947,0.8086124401913876,0.8717948717948718,0.8333333333333334,0.7333333333333333,0.8717948717948718,0.8333333333333334,0.7333333333333333,0.7512517040013336,0.0022517620000144,0.0004215490007482,0.0003661259997898
171265,TabNet,openml__heart-h__50,openml__heart-h__50__fold_2,random_10_s0,binary,0.7397711090060567,0.3605448846411055,1.248935591262591,0.9156349206349208,0.9569377990430622,0.8708133971291866,0.8333333333333334,0.9,0.8333333333333334,0.8333333333333334,0.9,0.8333333333333334,16.22298320899995,0.0433672359999945,0.0206870499999922,0.0210338340000362
180681,TabPFNModel,openml__heart-h__50,openml__heart-h__50__fold_2,default,binary,0.2240473771543425,0.4321457588734726,0.431694061976547,0.97,0.8995215311004785,0.8708133971291866,0.9230769230769232,0.8,0.8333333333333334,0.9230769230769232,0.8000000000000002,0.8333333333333334,0.0004911799999991,0.3373554520000006,0.2383969319999987,0.2384149240000006
199377,VIME,openml__heart-h__50,openml__heart-h__50__fold_2,random_12_s0,binary,0.6095454348967626,0.610154856244723,0.6275138219197591,0.7283333333333334,0.7464114832535884,0.708133971291866,0.6666666666666666,0.7,0.6333333333333333,0.6666666666666666,0.7,0.6333333333333333,3.870526662000032,0.0446429990000183,0.0420335740000155,0.0417745700000296
213583,XGBoost,openml__heart-h__50,openml__heart-h__50__fold_2,random_5_s0,binary,0.1205090383778159,0.4838185618631542,0.3950246110752535,0.9986507936507938,0.861244019138756,0.8899521531100478,0.9871794871794872,0.8333333333333334,0.8,0.9871794871794872,0.8333333333333334,0.8000000000000002,0.032298398,0.0049414510000005,0.0004558219999992,0.0003968289999995
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227321,rtdl_FTTransformer,openml__hepatitis__54,openml__hepatitis__54__fold_1,random_11_s0,binary,0.2533374047058263,0.286376210860908,0.3732761418796144,0.9595559080095162,0.9230769230769232,0.9743589743589745,0.8861788617886179,0.9375,0.8125,0.8861788617886179,0.9375,0.8125,5.662892054000054,0.0597159000000147,0.057349697999939,0.0554791810000097
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128274,RandomForest,openml__hepatitis__54,openml__hepatitis__54__fold_2,random_15_s0,binary,0.1167645719847931,0.3785564365043973,0.2762764192530849,0.999591836734694,0.875,1.0,0.991869918699187,0.9375,0.875,0.991869918699187,0.9375,0.875,0.0218107459999998,0.0053150630000011,0.0043409599999968,0.0048453059999999
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180951,TabPFNModel,openml__ilpd__9971,openml__ilpd__9971__fold_2,default,binary,0.4331169294789453,0.5113559062913831,0.4563465226062779,0.8555397502765923,0.7360114777618364,0.8375350140056023,0.7918454935622318,0.7241379310344828,0.7796610169491526,0.7918454935622318,0.7241379310344829,0.7796610169491526,0.000497803,0.6961120510000001,0.4818629479999998,0.4700670630000001
199767,VIME,openml__ilpd__9971,openml__ilpd__9971__fold_2,default,binary,0.5904740784410937,0.5854949650579485,0.5561249162370371,0.73275531170268,0.7431850789096126,0.8025210084033614,0.7145922746781116,0.7068965517241379,0.711864406779661,0.7145922746781117,0.7068965517241379,0.711864406779661,3.943266439,0.0405303880000005,0.0399121800000017,0.0392810170000004
214030,XGBoost,openml__ilpd__9971,openml__ilpd__9971__fold_2,random_2_s0,binary,0.4209489071573822,0.5250781276102724,0.5063667950236191,0.9288197972408498,0.7417503586800573,0.7864145658263305,0.8304721030042919,0.7586206896551724,0.711864406779661,0.8304721030042919,0.7586206896551724,0.711864406779661,0.0721949369999999,0.0012173770000005,0.0005664919999999,0.0005290970000002
227633,rtdl_FTTransformer,openml__ilpd__9971,openml__ilpd__9971__fold_2,random_22_s0,binary,0.465756708305417,0.4479337580871351,0.4670712403889935,0.7975569554516923,0.8120516499282641,0.8053221288515406,0.7381974248927039,0.7586206896551724,0.7457627118644068,0.7381974248927039,0.7586206896551724,0.7457627118644068,8.154713829999992,0.0634661399999458,0.0624049740001737,0.0660047710000526
241539,rtdl_MLP,openml__ilpd__9971,openml__ilpd__9971__fold_2,default,binary,0.5345631113025959,0.5086780293274612,0.4811667448415299,0.7393483709273183,0.7718794835007173,0.8207282913165266,0.7167381974248928,0.7068965517241379,0.711864406779661,0.7167381974248928,0.7068965517241379,0.711864406779661,2.839822384,0.0402071849999998,0.0415099699999998,0.0409724619999991
256338,rtdl_ResNet,openml__ilpd__9971,openml__ilpd__9971__fold_2,random_15_s0,binary,0.4454190668621516,0.4349123351716586,0.447845774768736,0.81306870780555,0.8378766140602583,0.8277310924369747,0.7381974248927039,0.7931034482758621,0.7966101694915254,0.7381974248927039,0.7931034482758621,0.7966101694915254,6.911470340000051,0.0590584650000209,0.0574171779999233,0.0552206070000238
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20185,DANet,openml__ionosphere__145984,openml__ionosphere__145984__fold_0,random_10_s0,binary,0.0389628381302115,0.0638511469810802,0.0442182098893862,0.9998893744123016,1.0,1.0,0.9928571428571428,1.0,0.9722222222222222,0.9928571428571428,1.0,0.9722222222222222,19.211742262999906,0.0370175960001688,0.0327474059999985,0.0331125229999997
33964,DecisionTree,openml__ionosphere__145984,openml__ionosphere__145984__fold_0,random_19_s0,binary,0.2669118400329658,0.3531927983308258,0.2299806967128731,0.915758614967642,0.8605072463768116,0.9230769230769232,0.9071428571428573,0.8857142857142857,0.9444444444444444,0.9071428571428573,0.8857142857142857,0.9444444444444444,0.0017279820000002,0.0001841279999998,0.000108688,9.523800000010851e-05
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128679,RandomForest,openml__ionosphere__145984,openml__ionosphere__145984__fold_0,random_29_s0,binary,0.0709241361830534,0.1507978750238016,0.1109882996188796,1.0,1.0,1.0,0.9928571428571428,1.0,1.0,0.9928571428571428,1.0,1.0,0.0312623960000024,0.0065098099999971,0.0047785849999968,0.0045373480000066
138495,SAINT,openml__ionosphere__145984,openml__ionosphere__145984__fold_0,default,binary,0.0375066245145717,0.0346273775822088,0.0030998511376007,0.9978428010398804,1.0,1.0,0.9892857142857144,1.0,1.0,0.9892857142857144,1.0,1.0,87.21861982499999,0.0962040539999975,0.061961967000002,0.0636798550000037
147826,STG,openml__ionosphere__145984,openml__ionosphere__145984__fold_0,random_10_s0,binary,0.0840829512567974,0.1117537806209709,0.171870451303726,0.991869019304165,0.9927536231884058,0.9832775919732442,0.9785714285714284,0.9714285714285714,0.9444444444444444,0.9785714285714284,0.9714285714285714,0.9444444444444444,5.96999924499994,0.0023068429999284,0.0008987300000171,0.0008872530000871
159709,SVM,openml__ionosphere__145984,openml__ionosphere__145984__fold_0,random_10_s0,binary,0.0940353152054562,0.1399792282664802,0.127328649283191,1.0,1.0,1.0,1.0,1.0,0.9444444444444444,1.0,1.0,0.9444444444444444,0.011176206,0.0018907999999999,0.0003453440000003,0.0003244809999998
171618,TabNet,openml__ionosphere__145984,openml__ionosphere__145984__fold_0,random_20_s0,binary,0.2210052600856568,0.0370355383547437,0.01840237720939,0.9732286077769788,1.0,1.0,0.9464285714285714,1.0,1.0,0.9464285714285714,1.0,1.0,10.805303613999968,0.0365515510000022,0.0124787600000217,0.012113182000121
180981,TabPFNModel,openml__ionosphere__145984,openml__ionosphere__145984__fold_0,default,binary,0.0136444314442217,0.1219505962974965,0.0601310928855127,1.0,0.9891304347826086,1.0,1.0,0.9714285714285714,0.9722222222222222,1.0,0.9714285714285714,0.9722222222222222,0.0006170949999999,1.1914975860000006,0.342114329000001,0.3502157050000001
199802,VIME,openml__ionosphere__145984,openml__ionosphere__145984__fold_0,random_14_s0,binary,0.1197716670481895,0.1466138427278825,0.0991211750725698,0.9946899717904752,0.9963768115942028,1.0,0.9857142857142858,0.9714285714285714,0.9722222222222222,0.9857142857142858,0.9714285714285714,0.9722222222222222,7.585532711000042,0.043095059000052,0.0438239630000225,0.0404969500000333
214041,XGBoost,openml__ionosphere__145984,openml__ionosphere__145984__fold_0,random_12_s0,binary,0.0649320328774462,0.2271726547607353,0.0743007549964305,1.0,0.9710144927536232,1.0,0.9892857142857144,0.9428571428571428,1.0,0.9892857142857144,0.9428571428571428,1.0,0.0827713449999976,0.0011160439999997,0.0004163380000008,0.000369881000001
227661,rtdl_FTTransformer,openml__ionosphere__145984,openml__ionosphere__145984__fold_0,random_20_s0,binary,0.0906617443950381,0.0930189710975225,0.1547611566687313,0.9856739863930528,1.0,0.9966555183946488,0.9714285714285714,0.9714285714285714,0.9722222222222222,0.9714285714285714,0.9714285714285714,0.9722222222222222,9.127034020999872,0.0687996209999255,0.0569856309998613,0.0569277729998702
241569,rtdl_MLP,openml__ionosphere__145984,openml__ionosphere__145984__fold_0,default,binary,0.0261061221913621,0.0224319551298098,0.012910598677152,0.9993915592676588,1.0,1.0,0.9928571428571428,1.0,1.0,0.9928571428571428,1.0,1.0,5.227842184000001,0.0496896270000011,0.0483586910000006,0.0471852789999989
256362,rtdl_ResNet,openml__ionosphere__145984,openml__ionosphere__145984__fold_0,default,binary,0.0326789609522686,0.0542115042061595,0.0574326062461396,0.9998893744123016,1.0,1.0,0.9964285714285714,1.0,0.9722222222222222,0.9964285714285714,1.0,0.9722222222222222,5.141352638,0.0439225029999992,0.041414808999999,0.0437025010000002
7954,CatBoost,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,random_13_s0,binary,0.0251238834500477,0.2098425641082597,0.2733962978796125,1.0,0.931159420289855,0.9492753623188406,1.0,0.9714285714285714,0.9142857142857144,1.0,0.9714285714285714,0.9142857142857144,0.4136455149999847,0.0009285270000418,0.0007233180000412,0.0006733269999585
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34012,DecisionTree,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,random_8_s0,binary,9.992007221626417e-16,2.960466548135202,4.93411091355867,1.0,0.914855072463768,0.8315217391304348,1.0,0.9142857142857144,0.8571428571428571,1.0,0.9142857142857144,0.8571428571428571,0.0055480489999997,0.0001890019999999,0.0001140990000001,9.881300000014193e-05
56604,KNN,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,default,binary,0.3061660811699355,2.201612022822136,0.3091557029337171,0.9814875670938766,0.9021739130434782,0.9818840579710144,0.8327402135231317,0.8857142857142857,0.8571428571428571,0.8327402135231317,0.8857142857142857,0.8571428571428571,0.0007938009999999,0.011128859,0.003401164,0.0040828989999999
71169,LightGBM,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,random_15_s0,binary,0.0179804053151216,0.1957285010606888,0.2881572658753064,1.0,0.9782608695652174,0.960144927536232,1.0,0.9428571428571428,0.8857142857142857,1.0,0.9428571428571428,0.8857142857142857,0.0815259869999991,0.000577058000001,0.0001848780000006,0.0001603819999989
86244,LinearModel,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,default,binary,0.2208820467279693,0.3532575054483145,0.3643642565269547,0.9699857596669952,0.9021739130434784,0.8297101449275363,0.9110320284697508,0.8857142857142857,0.8857142857142857,0.911032028469751,0.8857142857142857,0.8857142857142857,0.017990573,0.0038712250000001,0.0003388389999998,0.0001625820000001
101189,MLP,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,random_11_s0,binary,0.0377210926004773,0.0413224228216319,0.1199726291836538,0.9985211961879724,1.0,0.9963768115942028,0.9857651245551602,1.0,0.9428571428571428,0.9857651245551602,1.0,0.9428571428571428,5.166318481000019,0.0394481650000102,0.038015396999981,0.039108141999975
117815,NODE,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,random_14_s0,binary,0.4305026869544779,0.4233273770127977,0.4391070127487183,0.952513966480447,0.894927536231884,0.8623188405797101,0.900355871886121,0.9428571428571428,0.8857142857142857,0.900355871886121,0.9428571428571428,0.8857142857142857,10.638918046000072,0.0243505700000241,0.0100218010002208,0.0100168629996915
128688,RandomForest,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,default,binary,0.1316118363475655,0.2339681393364477,0.2255039910342481,0.9928798334976447,0.9492753623188406,0.9782608695652174,0.9644128113879004,0.9714285714285714,0.9142857142857144,0.9644128113879004,0.9714285714285714,0.9142857142857144,0.1190049979999998,0.0215794719999999,0.0136204369999997,0.0135753330000003
138498,SAINT,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,default,binary,0.073958557257466,0.1285905778561885,0.1216299022585319,0.9877314054113264,0.9855072463768116,0.9818840579710144,0.9715302491103204,0.9714285714285714,0.9714285714285714,0.9715302491103204,0.9714285714285714,0.9714285714285714,54.233252554,0.1084347430000036,0.075886416000003,0.0740702119999809
147855,STG,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,default,binary,0.3206122171057527,0.3192933923431805,0.3899752805275576,0.9298389746960238,0.894927536231884,0.8224637681159421,0.8683274021352313,0.9428571428571428,0.8571428571428571,0.8683274021352313,0.9428571428571428,0.8571428571428571,5.212999452999998,0.0023118060000015,0.0009448859999992,0.0009931690000009
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199832,VIME,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,random_14_s0,binary,0.0928700681872855,0.0833979861370088,0.1448148517029559,0.9956183590754738,1.0,0.9963768115942028,0.9857651245551602,1.0,0.9714285714285714,0.9857651245551602,1.0,0.9714285714285714,7.52347561800002,0.0433171639999727,0.0406499250000251,0.0411275809999551
214070,XGBoost,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,random_11_s0,binary,0.0191614960823241,0.2207966375829918,0.2612079700114139,1.0,0.9528985507246376,0.9565217391304348,1.0,0.9428571428571428,0.8571428571428571,1.0,0.9428571428571428,0.8571428571428571,0.0890798280000026,0.0009718250000005,0.0004180629999979,0.000376218000003
227684,rtdl_FTTransformer,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,random_14_s0,binary,0.1015835739257894,0.0566642029942678,0.3029702794738114,0.9851024208566108,1.0,0.8913043478260869,0.9750889679715302,1.0,0.9142857142857144,0.9750889679715302,1.0,0.9142857142857144,7.322044790000064,0.0669549729999516,0.0558923780000668,0.0544018989999131
241603,rtdl_MLP,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,random_13_s0,binary,0.0220492273369636,0.0079014319093313,0.0213143132827913,0.9990141307919816,1.0,1.0,0.99644128113879,1.0,1.0,0.99644128113879,1.0,1.0,3.1396592959999907,0.0462749030000395,0.0442747810000128,0.0446232369999961
256412,rtdl_ResNet,openml__ionosphere__145984,openml__ionosphere__145984__fold_1,random_28_s0,binary,0.0487255035291789,0.0469687605610488,0.0352761690574928,0.996494687260379,1.0,1.0,0.98932384341637,1.0,1.0,0.98932384341637,1.0,1.0,4.647644680999974,0.0426195679999636,0.0418892180000511,0.0417964359999132
7983,CatBoost,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,random_12_s0,binary,0.0079619847833622,0.1595698215507473,0.2459268682287851,1.0,0.9710144927536232,0.9456521739130436,1.0,0.9714285714285714,0.9714285714285714,1.0,0.9714285714285714,0.9714285714285714,7.480359587000066,0.0011378039999954,0.0007934390000627,0.0007435820000409
20249,DANet,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,random_14_s0,binary,0.015875361168867,0.0535090805402173,0.2209389372159453,0.9998904589768868,1.0,0.9637681159420288,0.99644128113879,1.0,0.9714285714285714,0.99644128113879,1.0,0.9714285714285714,24.25770934999992,0.0389641439996921,0.0359615829997892,0.0375166470003023
34015,DecisionTree,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,random_10_s0,binary,9.992007221626417e-16,9.992007221626417e-16,4.93411091355867,1.0,1.0,0.8514492753623188,1.0,1.0,0.8571428571428571,1.0,1.0,0.8571428571428571,0.0038051399999998,0.0001795609999999,0.0001215439999997,9.852499999984944e-05
56648,KNN,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,random_22_s0,binary,0.2913091118573774,0.5095997043198718,1.2706868073952091,0.9849654945777194,0.9039855072463768,0.9420289855072465,0.8576512455516014,0.7714285714285715,0.8857142857142857,0.8576512455516013,0.7714285714285715,0.8857142857142857,0.0008199980000007,0.0111274849999993,0.0035857410000001,0.0036146999999999
71196,LightGBM,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,random_12_s0,binary,0.0100042354527789,0.1071487179655531,0.4879775127044802,1.0,1.0,0.927536231884058,1.0,0.9714285714285714,0.9142857142857144,1.0,0.9714285714285714,0.9142857142857144,0.0199532650000016,0.0004140590000005,0.0001644350000002,0.0001414809999999
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128722,RandomForest,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,random_13_s0,binary,0.0797900591650865,0.1950598453020658,0.1627386252952166,0.9997809179537738,0.9891304347826086,0.9963768115942028,0.98932384341637,0.9714285714285714,0.9714285714285714,0.98932384341637,0.9714285714285714,0.9714285714285714,0.0267607979999979,0.005514969,0.0041265340000009,0.0042776880000019
138501,SAINT,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,default,binary,0.0491818435672108,0.1157075033107373,0.1207636253492507,0.9982473436301896,0.9927536231884058,0.9891304347826086,0.9857651245551602,0.9428571428571428,0.9714285714285714,0.9857651245551602,0.9428571428571428,0.9714285714285714,67.82133625700001,0.1158716930000025,0.0830670539999971,0.078966581000003
147905,STG,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,random_28_s0,binary,0.123891998185661,0.1391579911046262,0.2049346763673903,0.984445174717932,0.9927536231884058,0.9710144927536232,0.9572953736654805,0.9714285714285714,0.9428571428571428,0.9572953736654805,0.9714285714285714,0.9428571428571428,5.943384949999881,0.0023854809999193,0.0008876169999894,0.0008653800000502
159780,SVM,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,random_20_s0,binary,0.0472149296973214,0.154048073216374,0.1442770959089767,0.9999452294884434,0.9891304347826086,0.9927536231884058,0.99644128113879,0.9428571428571428,0.9142857142857144,0.99644128113879,0.9428571428571428,0.9142857142857144,0.0111664920000009,0.0018947349999987,0.0003544469999994,0.0003085640000008
171679,TabNet,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,random_21_s0,binary,0.1552685349831311,0.1091754920215212,0.2798109970427633,0.982747288859678,0.9891304347826086,0.934782608695652,0.9430604982206404,0.9714285714285714,0.8857142857142857,0.9430604982206406,0.9714285714285714,0.8857142857142857,10.152546222999945,0.041266725000014,0.013692095000124,0.0135926709999694
181041,TabPFNModel,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,default,binary,0.0125164405992151,0.1405983028501526,0.0860535086311366,1.0,1.0,1.0,1.0,0.9714285714285714,1.0,1.0,0.9714285714285714,1.0,0.0003739330000005,0.4690499460000001,0.3524335509999989,0.3546493000000001
199874,VIME,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,random_25_s0,binary,0.1673638523277475,0.2233936685985619,0.1502067965372199,0.9933179975900974,0.967391304347826,1.0,0.9679715302491104,0.9428571428571428,0.9714285714285714,0.9679715302491104,0.9428571428571428,0.9714285714285714,12.667659079999794,0.0468125679999502,0.0431607139998959,0.0473963879999246
214099,XGBoost,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,random_10_s0,binary,0.0380547776274727,0.2003642502373882,0.2824124069884419,1.0,0.9891304347826086,0.9492753623188406,1.0,0.9428571428571428,0.8571428571428571,1.0,0.9428571428571428,0.8571428571428571,0.0765264450000025,0.0011274800000009,0.0004645090000003,0.0004268130000006
227714,rtdl_FTTransformer,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,random_14_s0,binary,0.1679325283196791,0.1286498851541962,0.1905682114618165,0.9618797239566216,0.9963768115942028,0.9492753623188406,0.9501779359430604,0.9714285714285714,0.9428571428571428,0.9501779359430604,0.9714285714285714,0.9428571428571428,4.3234970219999695,0.0643300440000302,0.0522525700000642,0.0542029239999237
241630,rtdl_MLP,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,random_10_s0,binary,0.0594682714648407,0.0982794080952779,0.1108113749264356,0.9978091795377368,0.9927536231884058,1.0,0.9750889679715302,0.9714285714285714,0.9714285714285714,0.9750889679715302,0.9714285714285714,0.9714285714285714,2.1535499839999943,0.0487375000000156,0.0473297369999841,0.045562297999993
256424,rtdl_ResNet,openml__ionosphere__145984,openml__ionosphere__145984__fold_2,random_11_s0,binary,0.0437435387029706,0.110241271671839,0.1298708206840924,0.9987950487457552,1.0,0.9963768115942028,0.99644128113879,1.0,0.9714285714285714,0.99644128113879,1.0,0.9714285714285714,6.571587661000024,0.0435538489999771,0.0425968199999715,0.0413518940000017
8010,CatBoost,openml__iris__59,openml__iris__59__fold_0,default,classification,0.0152928758235909,0.010393207717875,0.1446278903300497,1.0,1.0,1.0,1.0,1.0,0.9333333333333332,1.0,1.0,0.9326599326599326,0.3166168650000003,0.0009483519999999,0.0006191729999995,0.0005659830000004
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34044,DecisionTree,openml__iris__59,openml__iris__59__fold_0,default,classification,2.1094237467878e-15,2.1094237467878e-15,2.3025850929940472,1.0,1.0,0.95,1.0,1.0,0.9333333333333332,1.0,1.0,0.9326599326599326,0.0006628609999999,0.0001947049999997,0.0001394839999999,9.682200000016294e-05
56664,KNN,openml__iris__59,openml__iris__59__fold_0,default,classification,0.0873150752338291,0.0403109023500055,0.0427354119613972,0.9969791666666667,1.0,1.0,0.9666666666666668,1.0,1.0,0.9666666666666668,1.0,1.0,0.000632951,0.0054086209999999,0.0034468709999999,0.0030330429999998
71223,LightGBM,openml__iris__59,openml__iris__59__fold_0,default,classification,8.741100711078797e-05,4.583085818504827e-05,0.9640654959350616,1.0,1.0,0.9466666666666668,1.0,1.0,0.9333333333333332,1.0,1.0,0.9326599326599326,0.5548756749999999,0.0069031619999995,0.0007621049999997,0.0006629890000002
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101247,MLP,openml__iris__59,openml__iris__59__fold_0,default,classification,0.347560061289308,0.3539654719953736,0.328787422614793,0.9977083333333332,1.0,1.0,0.9,1.0,1.0,0.8976982097186702,1.0,1.0,5.469107601999999,0.0483741959999992,0.0494719549999995,0.0495545110000001
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128748,RandomForest,openml__iris__59,openml__iris__59__fold_0,default,classification,0.0373424007189978,0.031925403601039,0.0950911956990689,1.0,1.0,1.0,1.0,1.0,0.9333333333333332,1.0,1.0,0.9326599326599326,0.098440619,0.0175540070000002,0.0137259969999998,0.0128659729999998
138504,SAINT,openml__iris__59,openml__iris__59__fold_0,default,classification,0.1100231613032519,0.0207844170741736,0.1321755583087603,0.995,1.0,1.0,0.9583333333333334,1.0,0.9333333333333332,0.9583268218992552,1.0,0.9326599326599326,21.148999234,0.0603017249999986,0.0565446269999974,0.056237308
147916,STG,openml__iris__59,openml__iris__59__fold_0,random_10_s0,classification,0.132078966894187,0.127913992293179,0.0838608880837758,0.9964583333333332,1.0,1.0,0.9666666666666668,1.0,1.0,0.9665831244778612,1.0,1.0,2.523649395999996,0.0017506190000062,0.0008652660000052,0.000786918000017
159798,SVM,openml__iris__59,openml__iris__59__fold_0,default,classification,0.1206388575020089,0.0859608716540052,0.0796029598616291,0.9970833333333332,1.0,1.0,0.9666666666666668,1.0,1.0,0.9666666666666668,1.0,1.0,0.00472801,0.001258253,0.0004096040000001,0.0003210310000003
171724,TabNet,openml__iris__59,openml__iris__59__fold_0,random_8_s0,classification,0.6660587180237011,0.2128783411951199,0.8201683652015012,0.9465625,1.0,1.0,0.7666666666666667,0.9333333333333332,0.8666666666666667,0.7663299663299663,0.9326599326599326,0.861111111111111,12.472019827999986,0.0151669059999903,0.0146717730000034,0.0144309519999978
181071,TabPFNModel,openml__iris__59,openml__iris__59__fold_0,default,classification,0.0346609474214915,0.0065353320396752,0.0382195447661918,0.9997916666666664,1.0,1.0,0.9833333333333332,1.0,1.0,0.9833333333333332,1.0,1.0,0.0006369050000003,0.8427399449999999,0.1276228159999988,0.083891092
199908,VIME,openml__iris__59,openml__iris__59__fold_0,random_29_s0,classification,1.0973246703545252,1.097281710306803,1.097307276725769,0.6772916666666667,0.6933333333333334,0.7000000000000001,0.6333333333333333,0.6666666666666666,0.6666666666666666,0.5243568691844553,0.5555555555555555,0.5555555555555555,1.5944990730000086,0.0440721630000098,0.0430313800000021,0.0426348350000012
214128,XGBoost,openml__iris__59,openml__iris__59__fold_0,default,classification,0.0147684116624683,0.0104200222995132,0.3470458782510832,1.0,1.0,0.98,1.0,1.0,0.9333333333333332,1.0,1.0,0.9326599326599326,0.7342895,0.0014662540000003,0.0005093829999998,0.0004256879999999
227739,rtdl_FTTransformer,openml__iris__59,openml__iris__59__fold_0,default,classification,0.246207815643235,0.0008993124996777,0.4621515432256274,0.9947916666666666,1.0,1.0,0.9583333333333334,1.0,0.9333333333333332,0.9583268218992552,1.0,0.9326599326599326,7.323097146999999,0.0457405019999992,0.0473441700000005,0.0472137230000004
241659,rtdl_MLP,openml__iris__59,openml__iris__59__fold_0,default,classification,0.0917116703990473,0.0140531143240271,0.0055114183678597,0.9977083333333332,1.0,1.0,0.975,1.0,1.0,0.9749647942419026,1.0,1.0,4.753147449000001,0.0472969610000006,0.0455566879999995,0.0428963650000007
256453,rtdl_ResNet,openml__iris__59,openml__iris__59__fold_0,random_10_s0,classification,0.0490322500203584,0.0009139011770457,0.457874847773625,0.9985416666666668,1.0,0.9933333333333332,0.9916666666666668,1.0,0.9333333333333332,0.9916653643798508,1.0,0.9326599326599326,5.961500940999997,0.0506933020000133,0.0507221919999665,0.0588414879999845
8040,CatBoost,openml__iris__59,openml__iris__59__fold_1,default,classification,0.0254663473891037,0.0592139093543824,0.0171418025025462,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.2016204039999998,0.0008095030000001,0.0005489479999996,0.0005252670000004
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34085,DecisionTree,openml__iris__59,openml__iris__59__fold_1,random_1_s0,classification,0.0439550069994247,0.0340550415844014,0.0340550415844014,0.99875,1.0,1.0,0.975,1.0,1.0,0.974996093139553,1.0,1.0,0.0004078550000001,0.0001335389999996,9.498399999996464e-05,8.571899999987309e-05
56698,KNN,openml__iris__59,openml__iris__59__fold_1,random_13_s0,classification,0.2171445092533031,0.1638122495582658,0.2157044965896113,0.9914583333333334,1.0,1.0,0.9416666666666668,1.0,1.0,0.9416575506589572,1.0,1.0,0.0003652269999996,0.004667146,0.0029435520000005,0.0033971900000002
71253,LightGBM,openml__iris__59,openml__iris__59__fold_1,default,classification,0.0678264567858687,0.0792001746316072,0.0601705788709716,0.9992708333333334,1.0,1.0,0.975,1.0,1.0,0.9749647942419026,1.0,1.0,0.05859638,0.0006477309999999,0.0001952730000001,0.0001551550000007
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200079,VIME,openml__isolet__3481,openml__isolet__3481__fold_2,default,classification,0.289830938159257,0.3744688808792394,0.4195769778204324,0.9979492863229268,0.9974794871794872,0.9978299145299144,0.9642456309122976,0.9397435897435896,0.914102564102564,0.964308891907484,0.9389051337141,0.9145300100045912,470.613177834,0.1112066319999485,0.0520916800001032,0.0513865300001725
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200700,VIME,openml__ldpa__9974,openml__ldpa__9974__fold_0,default,classification,23.125016006179106,23.125016006179106,23.125016006179106,0.5,0.5,0.5,0.3304622103603057,0.3304622103603057,0.3304622103603057,0.164161404398919,0.164161404398919,0.164161404398919,374.424059535,0.8798679999999877,0.151324288000012,0.1456285799999932
215233,XGBoost,openml__ldpa__9974,openml__ldpa__9974__fold_0,random_5_s0,classification,0.0972933377613647,0.1227869846634706,0.1185484927708612,0.9999021495252708,0.9985841647188116,0.9976679479797064,0.9888465971127016,0.9809535363338592,0.9821060293582432,0.988788702225307,0.9808535407764868,0.981997932592556,845.0792578429973,9.92524114200205,1.2630274589901092,1.232772092000232
228554,rtdl_FTTransformer,openml__ldpa__9974,openml__ldpa__9974__fold_0,random_5_s0,classification,8.339145384222222,8.33736569724093,8.3019475593816,0.5889554675334304,0.5915299013727038,0.5919933706494597,0.4470990537425695,0.4477738687371103,0.4541429091350236,0.3908786819097758,0.3911193800927462,0.3965457608383193,594.411910988998,2.2484914240012586,0.3610111110028811,0.3474441539983672
242717,rtdl_MLP,openml__ldpa__9974,openml__ldpa__9974__fold_0,random_11_s0,classification,23.125016006179106,23.125016006179106,23.125016006179106,0.5,0.5,0.5,0.3304622103603057,0.3304622103603057,0.3304622103603057,0.164161404398919,0.164161404398919,0.164161404398919,108.68931256699943,1.0079424739997194,0.1855073789993184,0.1900297870015492
257455,rtdl_ResNet,openml__ldpa__9974,openml__ldpa__9974__fold_0,random_4_s0,classification,6.8879125527738685,6.905889240683421,6.924176606604278,0.6890861791941463,0.6870618104141041,0.690370059670082,0.6071591046948926,0.6080310566541308,0.6043309474705811,0.5598289742676784,0.5607508321623675,0.5581571785838904,574.4000147530023,1.355793505001202,0.2251346890006971,0.224939423998876
9054,CatBoost,openml__ldpa__9974,openml__ldpa__9974__fold_1,random_4_s0,classification,0.6959852399922551,0.7297481226748611,0.721410528954935,0.9481430117549056,0.9403706185871584,0.9400361640525512,0.7787592502729589,0.7659832585223826,0.7720490112823001,0.7550385164993784,0.7406396924829298,0.7472732238842424,1454.1701252290004,1.286325692999526,0.1600964209937956,0.15858296299848
35170,DecisionTree,openml__ldpa__9974,openml__ldpa__9974__fold_1,random_24_s0,classification,0.9284183728557008,1.3949680659076884,1.3543561092599117,0.8961528808421092,0.8662113584022603,0.8653774046613092,0.6788638845080674,0.6518257915807352,0.6578915443406527,0.6513303313212164,0.6205783157013296,0.6278554821584077,1.2505226359999142,0.0557938179999837,0.0074598270000478,0.0072153839998918
57731,KNN,openml__ldpa__9974,openml__ldpa__9974__fold_1,random_28_s0,classification,0.4371083124309203,4.546683488509965,4.493121490390857,0.9749078925960264,0.8199383972314233,0.8172576314516322,0.7925512556108213,0.7089045250515589,0.7098143879655465,0.7827077610772601,0.6940925919894128,0.6946489818308769,0.1327033439993101,50.42835096700037,6.276318600000195,6.203672163000192
72349,LightGBM,openml__ldpa__9974,openml__ldpa__9974__fold_1,random_24_s0,classification,0.0909984508406868,0.384933615412543,0.3844319004517799,0.9999412629863708,0.9792076701194462,0.9787846391614023,0.9929561446075458,0.8627320150430668,0.8652189736746331,0.9929249143438976,0.8572652070194335,0.8595171253465964,144.40394076300072,62.523675627002376,8.616478146999725,7.933419750999747
87324,LinearModel,openml__ldpa__9974,openml__ldpa__9974__fold_1,default,classification,1.7556494683723272,1.757093535768551,1.7513561875391694,0.6587438832584191,0.6634243512169123,0.6612601737748192,0.3931517651340531,0.3909984229042824,0.3920296008734684,0.3221684715038304,0.3198761835630133,0.3201005253943811,0.0444286040000001,0.2149057859999992,0.0407686899999992,0.0393088820000002
102315,MLP,openml__ldpa__9974,openml__ldpa__9974__fold_1,random_10_s0,classification,23.125016006179106,23.125016006179106,23.125016006179106,0.4999998262972124,0.5,0.5,0.3304622103603057,0.3304622103603057,0.3304622103603057,0.164161404398919,0.164161404398919,0.164161404398919,151.88185140399946,0.7258332990004419,0.1423599019999528,0.1399640639992867
129874,RandomForest,openml__ldpa__9974,openml__ldpa__9974__fold_1,random_24_s0,classification,0.9069091160760892,0.9531774293460268,0.9437186623554668,0.9382970919589618,0.9203755397585908,0.9229106113395809,0.733015892272231,0.7135144971490962,0.7172752638602451,0.6928030674871153,0.6710662962602637,0.6735999195120036,14.25827592900032,1.2671905010001865,0.1613960350000525,0.161788290000004
200712,VIME,openml__ldpa__9974,openml__ldpa__9974__fold_1,random_4_s0,classification,28.83111056314862,28.83189620194209,28.829801165159505,0.5,0.5,0.5,0.1652538517530025,0.1652311051801528,0.165291762707752,0.0468719077446001,0.0468599198865941,0.0468918904147232,286.48600861900013,0.9239255889988272,0.1536496900007478,0.1511390730011044
215263,XGBoost,openml__ldpa__9974,openml__ldpa__9974__fold_1,random_5_s0,classification,0.0985096769915179,0.1265832170084908,0.1274066216469109,0.9998925972896688,0.9974741532787592,0.9980378066349324,0.9874590561688704,0.980286303530268,0.9788911803954872,0.9873867878715428,0.9801793781139764,0.9787793448619572,845.6782827049901,10.039006991995848,1.262515484006144,1.249637378990883
228561,rtdl_FTTransformer,openml__ldpa__9974,openml__ldpa__9974__fold_1,random_5_s0,classification,8.009471844338096,8.066996033706763,7.989399544175554,0.6169684958452171,0.6110521459973884,0.6188824288999081,0.4571151279873832,0.4509280601722674,0.4606939221157345,0.3922218579222169,0.3871145194929936,0.3951011871953733,596.1225663209989,2.296963931999926,0.3449419759999728,0.344084202999511
242741,rtdl_MLP,openml__ldpa__9974,openml__ldpa__9974__fold_1,random_16_s0,classification,23.125016006179106,23.125016006179106,23.125016006179106,0.5,0.5,0.5,0.3304622103603057,0.3304622103603057,0.3304622103603057,0.164161404398919,0.164161404398919,0.164161404398919,109.2856291670032,1.0848084630015364,0.2017400349977833,0.2096153530001174
257461,rtdl_ResNet,openml__ldpa__9974,openml__ldpa__9974__fold_1,random_4_s0,classification,6.6227083733331815,6.739681326187563,6.586223174850843,0.7332431048903111,0.7266222335616784,0.7342347876903691,0.6095399126531602,0.6048768652189737,0.6080310566541308,0.5640062450209332,0.5582298084396959,0.5620787835909171,573.8719182690002,1.315112416999909,0.2215992660021584,0.2268589870000141
9084,CatBoost,openml__ldpa__9974,openml__ldpa__9974__fold_2,random_4_s0,classification,0.7051620289879956,0.7215292129914525,0.7363090330440805,0.9470298921421372,0.9410677162158352,0.9392594426471136,0.774414654858668,0.7701686279267257,0.7635569574184157,0.750783675390881,0.745760632726241,0.7379084879534881,1469.3122575309972,1.31342112999846,0.1756499230032204,0.1712605519933276
35208,DecisionTree,openml__ldpa__9974,openml__ldpa__9974__fold_2,random_4_s0,classification,0.926087696221406,1.3079001409998834,1.331937972433186,0.8952841890627059,0.8709789632610265,0.8700303393816572,0.6812977678029843,0.6667475433701322,0.6598932427514255,0.6513006105574065,0.6338138988450032,0.6276255976617896,1.2359363759999835,0.05461494299999,0.0073242729999947,0.0072684300000105
57761,KNN,openml__ldpa__9974,openml__ldpa__9974__fold_2,random_28_s0,classification,0.4375854892646583,4.341946568797325,4.51831436348008,0.9747532411706398,0.8245336154098357,0.821576809628864,0.792354118646124,0.7125439767075094,0.7082979497755671,0.7822066353930912,0.6972385883251172,0.6936281303197968,0.1330935229998431,51.36393096999928,6.344760056999803,6.656422991
72379,LightGBM,openml__ldpa__9974,openml__ldpa__9974__fold_2,random_24_s0,classification,0.0821642630966746,0.371694306627415,0.3830952341623115,0.999970020702387,0.9805816982382488,0.980129284679707,0.995139815601116,0.8698896032997695,0.862792672570666,0.995122278928618,0.864933873924908,0.8575422158823486,158.54946709700016,75.30005653099943,9.598223618999327,9.482848602001468
87354,LinearModel,openml__ldpa__9974,openml__ldpa__9974__fold_2,default,classification,1.7555088292724492,1.7525194522151428,1.7570930840325203,0.6586792908408217,0.6595012799877904,0.6630969762349709,0.3923632172752638,0.3951231347810263,0.3909984229042824,0.3213727509269539,0.3236205304455655,0.3197593570482789,0.0423309579999999,0.2061250159999996,0.0397600699999998,0.0387520070000002
102351,MLP,openml__ldpa__9974,openml__ldpa__9974__fold_2,random_22_s0,classification,20.324711849162075,20.117164606717584,20.424525598011865,0.522346368223344,0.5235554457497789,0.5216647840138742,0.4114172631323547,0.4174451049375227,0.408528448380444,0.2788013941282641,0.283296369686214,0.2766246803668503,156.9620884779979,0.6974941160005983,0.1487415050032723,0.1460921990001225
129904,RandomForest,openml__ldpa__9974,openml__ldpa__9974__fold_2,random_24_s0,classification,0.9185464498464198,0.9539810112002262,0.963975940221971,0.9335329030930276,0.9194155586796195,0.9166305423691594,0.7242736261069999,0.7113308261555259,0.7067208540579886,0.6838412728724452,0.6668880441845293,0.6627903299358929,15.046391070000029,1.27053511899976,0.1619603239996649,0.1626395230000525
200716,VIME,openml__ldpa__9974,openml__ldpa__9974__fold_2,default,classification,33.24666246204545,33.246138702849805,33.246138702849805,0.5,0.5,0.5,0.0374105301467912,0.037425694528691,0.037425694528691,0.0026981560822713,0.0027003044523419,0.0027003044523419,370.625572002,0.8745178199999373,0.1491111990001172,0.1531082160001915
215293,XGBoost,openml__ldpa__9974,openml__ldpa__9974__fold_2,random_5_s0,classification,0.0965080778569092,0.1231372932408348,0.1225871706651868,0.9998956324911944,0.99845857868776,0.9983451500454504,0.9878533300982651,0.9796797282542764,0.9800436734198714,0.9877890906216592,0.979551108488234,0.979938903388748,843.6128965499956,10.063438937999308,1.273023176996503,1.2529104900022503
228568,rtdl_FTTransformer,openml__ldpa__9974,openml__ldpa__9974__fold_2,random_5_s0,classification,8.641409918568636,8.723281445962197,8.724691155257355,0.6044488062466592,0.6033105569346141,0.601749289418767,0.4667975858304015,0.4634841683852966,0.4591774839257552,0.3963550844672489,0.3936702298010385,0.3897920083747381,591.661785799999,2.255300142998749,0.3483157339978788,0.3558254729978216
242753,rtdl_MLP,openml__ldpa__9974,openml__ldpa__9974__fold_2,default,classification,23.125016006179106,23.125016006179106,23.125016006179106,0.5,0.5,0.5,0.3304622103603057,0.3304622103603057,0.3304622103603057,0.164161404398919,0.164161404398919,0.164161404398919,194.541158268,1.0642298949999829,0.1742064480000067,0.1747220120000179
257467,rtdl_ResNet,openml__ldpa__9974,openml__ldpa__9974__fold_2,random_4_s0,classification,6.603679293013336,6.520425291566918,6.71698347570941,0.7038790595853749,0.7041565575440084,0.6983906411600322,0.6092972825427636,0.6081523717093291,0.6014193861458207,0.5571350163811921,0.555194376112408,0.5481852966603874,565.8729460100003,1.331631788998493,0.2235399609999149,0.2364394959986384
9107,CatBoost,openml__letter__6,openml__letter__6__fold_0,random_25_s0,classification,0.1647808205768925,0.2600472480164346,0.2332820453221918,0.9997705810061704,0.9989010547310432,0.9991461203454272,0.975625,0.933,0.946,0.9756390860234296,0.9332103672481472,0.9461047324051997,3.033960332000333,0.3317992160000358,0.0422349159998702,0.041386445000171
20970,DANet,openml__letter__6,openml__letter__6__fold_0,random_2_s0,classification,0.3469367041732346,0.3995774599611221,0.3724484930706477,0.9971824798994042,0.9962300297866288,0.9968448107186206,0.8886875,0.8735,0.8825,0.8894431817002928,0.8747386333605188,0.8824838031667712,616.6962272669989,0.7971796689998882,0.0993609409997589,0.0987873089998174
35230,DecisionTree,openml__letter__6,openml__letter__6__fold_0,random_24_s0,classification,0.7119520430849627,1.8935733392934555,1.7581720142020505,0.985376149955358,0.963038928085708,0.9660384889682508,0.7796875,0.739,0.7575,0.7956519134836626,0.7523592807897294,0.7718351970681474,0.2949064809999981,0.0247823869999592,0.0184969099999534,0.0122246529999756
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72410,LightGBM,openml__letter__6,openml__letter__6__fold_0,random_25_s0,classification,7.053176976098621e-05,0.1028673452912424,0.1022084023759279,1.0,0.9997286906095976,0.9997266528569156,1.0,0.971,0.969,1.0,0.9710826073872236,0.9690240783722184,56.90131510399988,12.5786399980002,1.6177177159997882,1.5270259519998035
87384,LinearModel,openml__letter__6,openml__letter__6__fold_0,default,classification,0.879753342255927,0.9274276624962612,0.9188383414046384,0.9792358982686656,0.9768629129495168,0.9757169805596444,0.767625,0.7575,0.7725,0.7668291602290214,0.7574071420671882,0.7712320868792323,0.041643711,0.043923162,0.0081432049999998,0.00599554
102385,MLP,openml__letter__6,openml__letter__6__fold_0,random_5_s0,classification,5.501469312186331,5.614625142380898,5.636697074940847,0.9512900709588844,0.9502273478279074,0.94947405373566,0.8091875,0.8025,0.8005,0.768721385784376,0.7625038230166593,0.7599984483755975,61.10343897899975,0.1425918619997901,0.0621344349997343,0.0657534580000174
129934,RandomForest,openml__letter__6,openml__letter__6__fold_0,random_24_s0,classification,0.6432240428272155,0.75478148194791,0.7277849490417154,0.9978487842113252,0.994956959525952,0.9953773384295737,0.92575,0.885,0.8945,0.9272333783838076,0.8875223136751337,0.8956198533853506,1.2123572999998942,0.3684155500000088,0.0791255770000134,0.0799084380000749
138758,SAINT,openml__letter__6,openml__letter__6__fold_0,random_3_s0,classification,0.0166479255780422,0.0932482818523448,0.0871937669946015,0.99999466729175,0.9997864192128292,0.9998171356112784,0.99625,0.9695,0.973,0.9962475829299212,0.969514897986632,0.9730106614305382,551.2210041059989,1.1582202969984792,0.1921324450013344,0.1910192209979868
148792,STG,openml__letter__6,openml__letter__6__fold_0,random_13_s0,classification,0.0775503432705591,0.181837895399658,0.1616700632947031,0.9999860108222742,0.9991333166928804,0.9995312001000068,0.99375,0.9565,0.961,0.9937484731899802,0.956408531556259,0.9610391306432448,230.29729580899948,0.0638464990006468,0.008540750000975,0.0081495689992152
160616,SVM,openml__letter__6,openml__letter__6__fold_0,random_28_s0,classification,0.0273591446078327,0.1329202203512584,0.114836141402491,1.0,0.9997072869304898,0.9997944716293532,1.0,0.9735,0.9775,1.0,0.9736030203505298,0.977539798463335,51.327101887000026,30.366380486004346,3.7601834519955446,3.789513568997791
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172704,TabNet,openml__lymph__10,openml__lymph__10__fold_1,random_12_s0,classification,3.2383977994369446,1.1287303961661868,3.130233451857324,0.5345761381475668,0.8402777777777777,0.5069444444444444,0.559322033898305,0.7333333333333333,0.6,0.5642122375013326,0.7058823529411765,0.5841269841269842,4.606526673000019,0.0189164629999822,0.0184287470000299,0.0179517379999651
181551,TabPFNModel,openml__lymph__10,openml__lymph__10__fold_1,default,classification,0.1078669858003287,0.301182513932387,0.3353001169860363,0.9999476713762429,0.982638888888889,0.9722222222222224,0.9915254237288136,0.9333333333333332,0.8,0.991514086056931,0.9322638146167558,0.801025641025641,0.000406397999999,0.2021974509999999,0.1538924690000005,0.1561631220000006
200983,VIME,openml__lymph__10,openml__lymph__10__fold_1,random_10_s0,classification,1.3636413974277044,1.3671634753545123,1.3668582836786909,0.5397043432757719,0.8368055555555557,0.8819444444444443,0.5508474576271186,0.5333333333333333,0.5333333333333333,0.3913124015930351,0.3710144927536232,0.3710144927536232,1.3412141210000073,0.0408745409999937,0.0398163389999979,0.0409825079999848
215608,XGBoost,openml__lymph__10,openml__lymph__10__fold_1,random_19_s0,classification,0.1835581624556838,0.379026389742891,0.4490688983350992,0.9998168498168498,0.9444444444444444,0.9583333333333334,0.9745762711864406,0.8666666666666667,0.8666666666666667,0.974461577672996,0.8352941176470589,0.8666666666666667,0.1878308100000012,0.001281758999994,0.0005117190000021,0.0004906419999954
228849,rtdl_FTTransformer,openml__lymph__10,openml__lymph__10__fold_1,random_12_s0,classification,0.3725812793669875,0.3747739296406507,0.525352234672755,0.7135334903192048,0.9722222222222224,0.8958333333333334,0.9322033898305084,0.9333333333333332,0.8666666666666667,0.916031733159298,0.9019607843137256,0.8406349206349206,4.338105672999973,0.0468731749999733,0.0450544799999761,0.0456353289999924
243072,rtdl_MLP,openml__lymph__10,openml__lymph__10__fold_1,default,classification,0.8542354085725665,0.9162737092591972,2.5654690839934733,0.7527210884353742,0.9444444444444444,0.7291666666666666,0.864406779661017,0.8666666666666667,0.8,0.850116017567828,0.8377104377104377,0.7771428571428572,3.1570931360000003,0.0408779949999988,0.0394748649999989,0.0402974290000006
257773,rtdl_ResNet,openml__lymph__10,openml__lymph__10__fold_1,random_13_s0,classification,0.0022369923292174,0.0424911349204194,0.7235483912256313,1.0,1.0,0.9583333333333334,1.0,1.0,0.8666666666666667,1.0,1.0,0.893040293040293,2.7991450170000007,0.0438441520000196,0.0442383339999423,0.0425991739999744
9420,CatBoost,openml__lymph__10,openml__lymph__10__fold_2,default,classification,0.2776294615855731,0.4367482856989159,0.5189183073652525,0.976046572475144,0.9305555555555556,0.9375,0.8813559322033898,0.8,0.7333333333333333,0.8650488028806396,0.764983164983165,0.7057239057239056,2.5177358620000003,0.0015442550000006,0.0007851490000003,0.0007207949999994
21221,DANet,openml__lymph__10,openml__lymph__10__fold_2,random_17_s0,classification,0.4541126778467669,0.5323270687212547,0.9217095926404,0.8466378859236001,0.8958333333333334,0.7916666666666666,0.8305084745762712,0.8666666666666667,0.7333333333333333,0.8168026783845992,0.8607407407407408,0.6933333333333334,18.177262617,0.048982259000013,0.045283382999969,0.0448597249999238
35545,DecisionTree,openml__lymph__10,openml__lymph__10__fold_2,random_10_s0,classification,3.2158833035328744e-15,4.605170185988092,13.815510557964274,1.0,0.9375,0.5729166666666666,1.0,0.8666666666666667,0.6,1.0,0.8666666666666667,0.6095238095238095,0.000908496,0.0003545580000001,0.0001600399999999,0.0001472060000002
58088,KNN,openml__lymph__10,openml__lymph__10__fold_2,random_28_s0,classification,0.3670130486526891,2.6580869798176416,4.874136118587355,0.9401949241234956,0.8923611111111112,0.7152777777777778,0.7711864406779662,0.8,0.8,0.7570686185049282,0.7967914438502675,0.7725490196078433,0.0004854380000001,0.0033422099999995,0.0026346680000006,0.0031952239999988
72727,LightGBM,openml__lymph__10,openml__lymph__10__fold_2,random_13_s0,classification,11.087080784093278,4.605170185988093,16.11809565095832,0.728303244374673,0.8645833333333334,0.484375,0.6779661016949152,0.8666666666666667,0.5333333333333333,0.6348066290150631,0.8377104377104377,0.4622222222222222,0.0174168530000002,0.0003882859999997,0.0001567720000004,0.0001329929999975
87714,LinearModel,openml__lymph__10,openml__lymph__10__fold_2,default,classification,0.2518755253312285,0.7387520515440382,0.4767430534027673,0.992817896389325,0.875,0.9166666666666666,0.8983050847457628,0.8,0.8,0.8980161787365177,0.7967914438502675,0.7691228070175439,0.0023974370000001,0.000315587,0.000135784,0.0001149169999998
102703,MLP,openml__lymph__10,openml__lymph__10__fold_2,random_21_s0,classification,1.0709891732993344,2.612219148996717,2.7013397266756423,0.6208660387231816,0.8541666666666666,0.5347222222222222,0.9067796610169492,0.8,0.8,0.8912753862883114,0.7691228070175439,0.7725490196078433,4.808811418000005,0.0486562749999848,0.0468681810000362,0.0472436810000544
118506,NODE,openml__lymph__10,openml__lymph__10__fold_2,default,classification,0.7280644951230388,0.8684121171633402,0.8406162063280741,0.968956043956044,0.8854166666666666,0.9027777777777778,0.9152542372881356,0.7333333333333333,0.8,0.899316974449785,0.6891228070175439,0.7725490196078433,8.012949709,0.0318432420000007,0.0297218310000033,0.0299963309999995
130257,RandomForest,openml__lymph__10,openml__lymph__10__fold_2,random_18_s0,classification,0.190066893976031,0.3913463099086149,0.4289891386774397,0.9998430141287284,0.9444444444444444,0.9791666666666666,0.9915254237288136,0.9333333333333332,0.8,0.991514086056931,0.9322638146167558,0.7967914438502675,0.0508492730000007,0.0094642779999993,0.0071723169999984,0.0081543829999972
138955,SAINT,openml__lymph__10,openml__lymph__10__fold_2,default,classification,0.2502836645225663,0.4903305308272441,0.436541702846686,0.976622187336473,0.923611111111111,0.9652777777777778,0.8983050847457628,0.8,0.8666666666666667,0.8830176138251912,0.764983164983165,0.8377104377104377,24.155322638,0.0798052530000035,0.0723760270000042,0.0712220489999992
149080,STG,openml__lymph__10,openml__lymph__10__fold_2,random_10_s0,classification,0.2779961897975812,0.5826985123256843,0.5626563248534997,0.9902407116692832,0.8888888888888888,0.9375,0.8898305084745762,0.8,0.7333333333333333,0.8903011354286656,0.7967914438502675,0.7076923076923076,2.465702394999994,0.0018013680000308,0.0008191250000209,0.0007809999999608
160927,SVM,openml__lymph__10,openml__lymph__10__fold_2,random_10_s0,classification,0.1378207568096154,0.5106253944533683,0.6632916595426476,1.0,0.8888888888888888,0.875,1.0,0.8,0.6666666666666666,1.0,0.7967914438502675,0.6412698412698412,0.0069481749999997,0.0009928820000002,0.0002264900000001,0.0002103180000005
172744,TabNet,openml__lymph__10,openml__lymph__10__fold_2,random_21_s0,classification,1.376257414284498,0.8455497882484148,1.888101772591472,0.6666797488226059,0.71875,0.3923611111111111,0.5677966101694916,0.8666666666666667,0.5333333333333333,0.5655942863234197,0.8352941176470589,0.5137254901960785,2.8959650130000227,0.015519270000027,0.0144597099999828,0.0143503080000755
181581,TabPFNModel,openml__lymph__10,openml__lymph__10__fold_2,default,classification,0.112050149031378,0.5221457419916987,0.3454374487201372,0.9997906855049712,0.9270833333333334,0.9791666666666666,0.9661016949152542,0.8,0.8666666666666667,0.9661016949152542,0.7967914438502675,0.8607407407407408,0.000399766000001,0.2020536079999999,0.1567750360000008,0.157899897
201012,VIME,openml__lymph__10,openml__lymph__10__fold_2,default,classification,1.3787001048104237,1.3798298597335816,1.379725972811381,0.3418890633176347,0.3888888888888889,0.2013888888888888,0.5508474576271186,0.5333333333333333,0.5333333333333333,0.3913124015930351,0.3710144927536232,0.3710144927536232,1.3470186319999993,0.0417389779999997,0.0407441470000016,0.0415348449999992
215630,XGBoost,openml__lymph__10,openml__lymph__10__fold_2,random_11_s0,classification,0.0686410727370056,0.374897210051616,0.4933564065955579,1.0,0.9375,0.9340277777777778,1.0,0.8666666666666667,0.7333333333333333,1.0,0.8607407407407408,0.7123809523809523,0.0774676169999999,0.0015374150000013,0.0004402609999978,0.000395043000001
228893,rtdl_FTTransformer,openml__lymph__10,openml__lymph__10__fold_2,random_25_s0,classification,1.2600993378111556,0.6245509448771676,1.5393392036979396,0.721807953950811,0.8333333333333334,0.763888888888889,0.7627118644067796,0.9333333333333332,0.7333333333333333,0.7511574001131875,0.9025641025641026,0.7102564102564102,3.429514190999953,0.0550211849999868,0.0491704680000566,0.0489014659999611
243104,rtdl_MLP,openml__lymph__10,openml__lymph__10__fold_2,random_11_s0,classification,0.4828155770689699,0.8554515011763821,0.7567761885312696,0.782482993197279,0.7569444444444445,0.9027777777777778,0.864406779661017,0.8666666666666667,0.8,0.8482650396869322,0.8377104377104377,0.7725490196078433,5.10678559400003,0.0428684589999761,0.0424107090000234,0.0420458590000407
257800,rtdl_ResNet,openml__lymph__10,openml__lymph__10__fold_2,random_10_s0,classification,0.0014076793358605,1.0504863011220702,1.7500992529066328,1.0,0.9027777777777776,0.9027777777777776,1.0,0.8666666666666667,0.7333333333333333,1.0,0.8607407407407408,0.7333333333333333,5.407695477000004,0.043446920000008,0.0434318000000075,0.0452920950000361
9460,CatBoost,openml__madelon__9976,openml__madelon__9976__fold_0,random_19_s0,binary,0.2215951723076841,0.3918600323741117,0.4076486540215608,0.999430473372781,0.918698224852071,0.9183431952662724,0.9870192307692308,0.8846153846153846,0.8461538461538461,0.9870192307692308,0.8846153846153846,0.8461538461538461,4.065217193999956,0.0247932980000769,0.0182550259999061,0.0179327210000792
21250,DANet,openml__madelon__9976,openml__madelon__9976__fold_0,random_16_s0,binary,0.4914030706551043,0.473289190736138,0.4967027974601548,0.8436760355029586,0.8542011834319528,0.843224852071006,0.7572115384615384,0.7769230769230769,0.7730769230769231,0.7572115384615384,0.7769230769230768,0.7730769230769231,126.34723182800008,0.1769630140006484,0.0359796410011767,0.0362832530008745
35574,DecisionTree,openml__madelon__9976,openml__madelon__9976__fold_0,default,binary,0.3839083341063605,0.7753638322255796,0.6093915898736616,0.904874722633136,0.8276627218934912,0.8496745562130178,0.8403846153846154,0.7615384615384615,0.7730769230769231,0.8403846153846154,0.7615384615384615,0.7730769230769231,0.7374424049999999,0.003350728,0.0007085199999998,0.0006054829999997
58099,KNN,openml__madelon__9976,openml__madelon__9976__fold_0,random_10_s0,binary,0.4948295900295526,0.5172331680267517,0.5409463939429974,0.8770363350591716,0.8421005917159763,0.8158875739644971,0.7899038461538461,0.7692307692307693,0.7692307692307693,0.7899038461538462,0.7692307692307693,0.7692307692307693,0.0984124960000372,6.969588427999952,0.8877573859999757,0.8806777879999572
72779,LightGBM,openml__madelon__9976,openml__madelon__9976__fold_0,random_6_s0,binary,0.1947578030101598,0.4110424097521576,0.4425224947702372,0.9999611686390532,0.9106508875739644,0.8914792899408284,0.997596153846154,0.85,0.8346153846153846,0.997596153846154,0.85,0.8346153846153846,21.40417281400002,0.0514669679999997,0.0077381790000004,0.007570362999985
87744,LinearModel,openml__madelon__9976,openml__madelon__9976__fold_0,default,binary,0.5734000626980875,0.7132369354741404,0.7255809871465235,0.7688202662721894,0.6324852071005918,0.6337869822485207,0.6961538461538461,0.6,0.5923076923076923,0.6961538461538461,0.6,0.5923076923076923,0.086584631,0.0045455909999998,0.001309073,0.001022077
102739,MLP,openml__madelon__9976,openml__madelon__9976__fold_0,random_27_s0,binary,0.861944124101697,0.8284339667154619,0.8594076763337049,0.5485308801775147,0.5742011834319526,0.5418934911242603,0.5302884615384615,0.5807692307692308,0.5269230769230769,0.5302884615384615,0.5807692307692308,0.5269230769230769,6.818646083999965,0.0665628419999393,0.0507936179999433,0.0512400320001233
118538,NODE,openml__madelon__9976,openml__madelon__9976__fold_0,random_2_s0,binary,0.4126520624455924,0.5063765943623506,0.502020888775587,0.9625092455621302,0.8675147928994082,0.8823076923076922,0.908653846153846,0.7538461538461538,0.8115384615384615,0.908653846153846,0.7538461538461538,0.8115384615384615,636.2174819030001,0.9099026659996524,0.150005233000229,0.1498331709999547
130290,RandomForest,openml__madelon__9976,openml__madelon__9976__fold_0,random_20_s0,binary,0.5128488737058993,0.6164257005762616,0.6252847357049207,0.9714802144970414,0.7881656804733728,0.7571597633136095,0.9024038461538462,0.7192307692307692,0.6884615384615385,0.9024038461538462,0.7192307692307692,0.6884615384615385,1.905357637999998,0.1418279039999959,0.093642355,0.0615274519999928
138960,SAINT,openml__madelon__9976,openml__madelon__9976__fold_0,random_2_s0,binary,0.6935396254635774,0.6935396611690521,0.6935396866156505,0.4954650517751479,0.4757100591715976,0.4438461538461539,0.5,0.5,0.5,0.5,0.5,0.5,649.490843566,1.71634346299993,0.3433658320000177,0.3395702450000044
149114,STG,openml__madelon__9976,openml__madelon__9976__fold_0,random_14_s0,binary,0.6945545645573965,0.6927371536309902,0.69523885341791,0.5373331176035503,0.5694674556213017,0.5057988165680474,0.5019230769230769,0.5115384615384615,0.5,0.5019230769230769,0.5115384615384615,0.5,34.62533373499991,0.0236424470003839,0.0041760329995668,0.0041628899998613
160961,SVM,openml__madelon__9976,openml__madelon__9976__fold_0,random_14_s0,binary,0.2048343400322538,0.5720495746693754,0.5579933272659174,0.9999195636094677,0.7663905325443787,0.7919526627218936,0.9956730769230768,0.6961538461538461,0.7269230769230769,0.9956730769230768,0.6961538461538461,0.7269230769230769,17.056706465999923,6.304061021000052,0.7347609270000248,0.7198944939998455
172762,TabNet,openml__madelon__9976,openml__madelon__9976__fold_0,random_10_s0,binary,0.5703180983698425,0.5817784329661383,0.6036100127358133,0.7705852440828402,0.7613609467455622,0.7284615384615385,0.7009615384615384,0.6884615384615385,0.6615384615384615,0.7009615384615384,0.6884615384615385,0.6615384615384615,65.01332689399987,0.354438459999983,0.0592015920001358,0.0591063310002937
201042,VIME,openml__madelon__9976,openml__madelon__9976__fold_0,default,binary,0.747125748745524,0.7471419602632523,0.7469972572647608,0.5526664201183432,0.5514201183431953,0.5782544378698224,0.5,0.5,0.5,0.5,0.5,0.5,54.809891559,0.0638472350000043,0.0425344350000003,0.043025741000001
215673,XGBoost,openml__madelon__9976,openml__madelon__9976__fold_0,random_23_s0,binary,0.1910029360299142,0.4295897792451656,0.4392808732648308,0.9999186390532544,0.8978698224852071,0.8992899408284024,0.99375,0.85,0.85,0.99375,0.85,0.85,1.0216819440000222,0.0442208489999984,0.0058601260000159,0.007674154999961
243133,rtdl_MLP,openml__madelon__9976,openml__madelon__9976__fold_0,random_10_s0,binary,0.6907344757650907,0.6892928630113602,0.692119541305762,0.5771643860946746,0.6332544378698225,0.514319526627219,0.5557692307692308,0.5884615384615385,0.5192307692307693,0.5557692307692308,0.5884615384615385,0.5192307692307693,2.857610156000021,0.0689642479999861,0.0514024779999999,0.0535774840000158
257849,rtdl_ResNet,openml__madelon__9976,openml__madelon__9976__fold_0,random_28_s0,binary,0.507812096217486,0.6292831682761272,0.6127998139136113,0.8311584689349113,0.7180473372781065,0.7327218934911244,0.7490384615384615,0.6576923076923077,0.6576923076923077,0.7490384615384615,0.6576923076923077,0.6576923076923077,3.439749911000036,0.073159951999969,0.0534900950001429,0.0519426509999902
9492,CatBoost,openml__madelon__9976,openml__madelon__9976__fold_1,random_20_s0,binary,0.1309405409661534,0.3909678932964821,0.3809872264544007,1.0,0.9151479289940828,0.9311242603550296,1.0,0.8846153846153846,0.8653846153846154,1.0,0.8846153846153846,0.8653846153846154,10.690929037000046,0.0195159649999823,0.0190790620000598,0.0186336410000649
21288,DANet,openml__madelon__9976,openml__madelon__9976__fold_1,random_7_s0,binary,0.540281710059935,0.4876343139805473,0.4953345274481062,0.8058815643491124,0.8358579881656805,0.8413905325443787,0.7355769230769231,0.7961538461538461,0.7769230769230769,0.735576923076923,0.7961538461538461,0.7769230769230768,246.8420306090001,0.2791220380004233,0.0447941239999636,0.0442135559997041
35616,DecisionTree,openml__madelon__9976,openml__madelon__9976__fold_1,random_20_s0,binary,0.324115838263959,2.158715238093641,1.6126537041179756,0.93008737056213,0.7926923076923078,0.8288461538461538,0.8649038461538462,0.7653846153846153,0.7730769230769231,0.8649038461538463,0.7653846153846153,0.7730769230769231,1.0564195559999945,0.0066916739999953,0.0017453199999977,0.0014857460000001
58131,KNN,openml__madelon__9976,openml__madelon__9976__fold_1,random_12_s0,binary,0.5066256883037232,0.5316557969658121,0.5354799993570616,0.8735387389053255,0.850680473372781,0.8231360946745562,0.7846153846153846,0.7615384615384615,0.75,0.7846153846153847,0.7615384615384615,0.75,0.2634670470000628,7.151333754999996,1.0464279799999758,1.0413192130000652
72792,LightGBM,openml__madelon__9976,openml__madelon__9976__fold_1,random_18_s0,binary,0.2540719563469605,0.4404386214332887,0.4394242159464982,0.9992418639053254,0.8979289940828403,0.8961538461538461,0.9841346153846152,0.8538461538461538,0.8461538461538461,0.9841346153846152,0.8538461538461538,0.8461538461538461,7.192410424000059,0.0341146719999869,0.0042497919999959,0.0053165340000305
87774,LinearModel,openml__madelon__9976,openml__madelon__9976__fold_1,default,binary,0.5558313250297514,0.8790771434963722,0.7428235862538441,0.7857313239644971,0.5136094674556213,0.6041420118343196,0.7086538461538462,0.5115384615384615,0.5615384615384615,0.7086538461538462,0.5115384615384615,0.5615384615384615,0.0373911739999996,0.0048862239999998,0.001208965,0.012234378
102754,MLP,openml__madelon__9976,openml__madelon__9976__fold_1,random_13_s0,binary,0.6927867719151366,0.7038818791508674,0.6824268459700621,0.5911362795857988,0.5703550295857989,0.6107692307692308,0.575,0.5692307692307692,0.5807692307692308,0.575,0.5692307692307692,0.5807692307692308,8.1211997260001,0.0703685409999934,0.0524221329999363,0.056804489000001
118543,NODE,openml__madelon__9976,openml__madelon__9976__fold_1,random_2_s0,binary,0.4032142484059127,0.5062918303677669,0.4986551616627436,0.9665532544378698,0.8628402366863906,0.8715976331360947,0.916826923076923,0.7730769230769231,0.7730769230769231,0.916826923076923,0.7730769230769231,0.7730769230769231,635.265509285,0.9010517059996346,0.1483932539995294,0.1482757789999595
130324,RandomForest,openml__madelon__9976,openml__madelon__9976__fold_1,random_24_s0,binary,0.2684647860126668,0.6074896203326573,0.601977625240026,0.9999879807692308,0.7569822485207099,0.7642011834319528,0.9980769230769232,0.7038461538461539,0.6846153846153846,0.9980769230769232,0.7038461538461539,0.6846153846153846,1.8304924210000024,0.1073144169999977,0.0531910609999783,0.1007767690000207
138964,SAINT,openml__madelon__9976,openml__madelon__9976__fold_1,random_2_s0,binary,0.7085781538429169,0.7085788190364838,0.7085783114800086,0.5724015347633135,0.5155917159763314,0.58301775147929,0.5,0.5,0.5,0.5,0.5,0.5,530.5601735289999,1.745055966000109,0.3603810800000246,0.3420098369999778
149150,STG,openml__madelon__9976,openml__madelon__9976__fold_1,random_1_s0,binary,0.6942042653950361,0.6944595855015975,0.6937106944047488,0.4970927329881657,0.4888165680473373,0.5078106508875739,0.4990384615384615,0.5115384615384615,0.4923076923076923,0.4990384615384615,0.5115384615384615,0.4923076923076923,35.607535574,0.0151381439999909,0.0025351990000217,0.0023548489999711
160992,SVM,openml__madelon__9976,openml__madelon__9976__fold_1,random_15_s0,binary,0.1466277501895136,0.6139129044436701,0.5745785956995572,1.0,0.7197041420118344,0.7601183431952663,1.0,0.6730769230769231,0.6730769230769231,1.0,0.6730769230769231,0.6730769230769231,19.07850407699993,6.329903797000043,0.7747644170001422,0.7611825660001159
172792,TabNet,openml__madelon__9976,openml__madelon__9976__fold_1,random_10_s0,binary,0.6411019313715559,0.6400938631814475,0.6072126039303839,0.6942566568047337,0.6686390532544378,0.7276923076923077,0.6418269230769231,0.6230769230769231,0.6846153846153846,0.6418269230769231,0.6230769230769231,0.6846153846153846,51.50969411899951,0.3498983460003728,0.0619746459997259,0.0617850320004436
201072,VIME,openml__madelon__9976,openml__madelon__9976__fold_1,default,binary,0.7391712038562848,0.7395665916112754,0.738909700856759,0.5864330621301775,0.5484615384615384,0.5991715976331361,0.5,0.5,0.5,0.5,0.5,0.5,51.639320408,0.066145683000002,0.0435686379999964,0.044217562
215708,XGBoost,openml__madelon__9976,openml__madelon__9976__fold_1,random_28_s0,binary,0.0980918509473737,0.373945176622902,0.3842568002569561,1.0,0.9171005917159764,0.9110059171597632,1.0,0.8807692307692307,0.8384615384615385,1.0,0.8807692307692307,0.8384615384615386,1.4499200959999712,0.0431198949999611,0.0076519419999954,0.0073400520000177
243172,rtdl_MLP,openml__madelon__9976,openml__madelon__9976__fold_1,random_19_s0,binary,0.6904879173693749,0.6855295403645589,0.6762815966055944,0.5510373520710059,0.5762721893491124,0.6189940828402367,0.5322115384615385,0.5576923076923077,0.5846153846153846,0.5322115384615385,0.5576923076923077,0.5846153846153846,3.391313825999987,0.0667093239999303,0.0505557440000075,0.0484803070000907
257866,rtdl_ResNet,openml__madelon__9976,openml__madelon__9976__fold_1,random_16_s0,binary,0.3843229427893395,0.7362909556653064,0.6637668822247248,0.9583801775147928,0.623905325443787,0.6697041420118344,0.8692307692307693,0.6038461538461538,0.6,0.8692307692307693,0.6038461538461538,0.6,5.048363908000056,0.0888886989999946,0.0616867429999956,0.0600461660000064
9515,CatBoost,openml__madelon__9976,openml__madelon__9976__fold_2,random_14_s0,binary,0.1911307508225014,0.3907100939026107,0.400592763279224,0.999952847633136,0.9291124260355028,0.9193491124260356,0.9966346153846154,0.8961538461538462,0.8653846153846154,0.9966346153846154,0.8961538461538462,0.8653846153846154,4.255608041999949,0.0181346509999684,0.0105653660000371,0.0099450240001033
21312,DANet,openml__madelon__9976,openml__madelon__9976__fold_2,random_7_s0,binary,0.5710676527116447,0.5873294814274861,0.5856091058741395,0.7971454326923078,0.7776923076923077,0.7848816568047337,0.7134615384615385,0.7230769230769231,0.7230769230769231,0.7134615384615385,0.723076923076923,0.723076923076923,155.32622069399986,0.2665329259998543,0.0475064970005405,0.0472316029990906
35635,DecisionTree,openml__madelon__9976,openml__madelon__9976__fold_2,random_10_s0,binary,0.1404806411431331,3.273356884415204,4.074833471413128,0.983472170857988,0.8034023668639052,0.7635798816568047,0.9552884615384616,0.8038461538461539,0.7653846153846153,0.9552884615384616,0.8038461538461539,0.7653846153846153,1.3850038980000008,0.007970831999998,0.0007281300000059,0.0046521829999974
58161,KNN,openml__madelon__9976,openml__madelon__9976__fold_2,random_12_s0,binary,0.5091264221935232,0.5208286714296299,0.5313975682880308,0.8719489644970413,0.844319526627219,0.8499704142011834,0.7908653846153846,0.7769230769230769,0.7461538461538462,0.7908653846153846,0.7769230769230768,0.7461538461538462,0.2866662970000107,6.845496580000031,0.910071241999958,0.920381691999978
72820,LightGBM,openml__madelon__9976,openml__madelon__9976__fold_2,random_16_s0,binary,0.3478300483959688,0.4445957660094335,0.4689477044596927,0.9833663091715976,0.9084023668639052,0.8877514792899408,0.9293269230769232,0.8730769230769231,0.8269230769230769,0.9293269230769232,0.873076923076923,0.8269230769230769,7.258138712000004,0.0566345780000006,0.0087143690000175,0.008401144000004
87804,LinearModel,openml__madelon__9976,openml__madelon__9976__fold_2,default,binary,0.5427825233872495,0.79592191511175,0.894248060569192,0.7996782544378698,0.5822485207100592,0.5064497041420118,0.7173076923076923,0.573076923076923,0.5,0.7173076923076923,0.573076923076923,0.5,0.0344553389999999,0.0202218169999999,0.0142964469999999,0.0012521319999998
102794,MLP,openml__madelon__9976,openml__madelon__9976__fold_2,random_22_s0,binary,0.7566205751123981,0.7264486917222922,0.7778925262248286,0.5612148668639054,0.6098816568047338,0.5346153846153846,0.5403846153846154,0.6038461538461538,0.5307692307692308,0.5403846153846154,0.6038461538461538,0.5307692307692308,7.010359708999886,0.0724315370000567,0.0576755879999382,0.0543609680000827
118548,NODE,openml__madelon__9976,openml__madelon__9976__fold_2,random_2_s0,binary,0.400590510182799,0.507367032365157,0.5065847533253524,0.9669535872781064,0.8697041420118343,0.861242603550296,0.9177884615384616,0.7923076923076923,0.7846153846153846,0.9177884615384616,0.7923076923076923,0.7846153846153847,639.7562428540004,0.9067702719994486,0.1495992539994404,0.1485900859997855
130355,RandomForest,openml__madelon__9976,openml__madelon__9976__fold_2,random_25_s0,binary,0.299206669759501,0.5991826033695883,0.5896859367778984,0.9996736316568048,0.7683431952662721,0.7874556213017752,0.99375,0.7115384615384616,0.7269230769230769,0.99375,0.7115384615384616,0.7269230769230769,1.2117756600000007,0.0792471819999889,0.0274307810000209,0.0143683649999957
138968,SAINT,openml__madelon__9976,openml__madelon__9976__fold_2,random_2_s0,binary,0.697042910525432,0.6970379604743078,0.6970428434702066,0.5417386279585799,0.5736390532544379,0.5523668639053254,0.5,0.5,0.5,0.5,0.5,0.5,511.09228028899975,1.724433350999789,0.3530670479999571,0.3676074479999442
149198,STG,openml__madelon__9976,openml__madelon__9976__fold_2,random_9_s0,binary,0.6918297176177685,0.6898637313109178,0.6914010419295384,0.5357414940828402,0.5681656804733728,0.5283431952662722,0.5134615384615384,0.5230769230769231,0.5076923076923077,0.5134615384615384,0.5230769230769231,0.5076923076923077,32.953555009999945,0.0147859529997731,0.0025223520001418,0.0023011309999674
161021,SVM,openml__madelon__9976,openml__madelon__9976__fold_2,random_14_s0,binary,0.1936961516339681,0.5912341178531081,0.6168552215384536,0.9999482248520708,0.749112426035503,0.7135798816568047,0.9971153846153846,0.6961538461538461,0.6576923076923077,0.9971153846153846,0.6961538461538461,0.6576923076923077,17.729758472999947,6.069020273999968,0.7422086910000871,0.7687432000000172
172822,TabNet,openml__madelon__9976,openml__madelon__9976__fold_2,random_10_s0,binary,0.5509961637247426,0.6086449826995913,0.5291725948166389,0.7823511464497042,0.7360355029585798,0.8049112426035503,0.6971153846153846,0.6653846153846154,0.7346153846153847,0.6971153846153846,0.6653846153846154,0.7346153846153847,66.19598104600027,0.3534911720007585,0.0607643680004912,0.059356246999414
201102,VIME,openml__madelon__9976,openml__madelon__9976__fold_2,default,binary,0.7749294287166917,0.7750677995956861,0.7754518234959016,0.5626511649408283,0.5390532544378698,0.5274556213017751,0.5,0.5,0.5,0.5,0.5,0.5,32.223725024000004,0.0671626179999975,0.0423651530000199,0.0437287169999933
215735,XGBoost,openml__madelon__9976,openml__madelon__9976__fold_2,random_25_s0,binary,0.0383385410053261,0.3460022633393796,0.4145133657703319,1.0,0.922603550295858,0.8921301775147928,1.0,0.8807692307692307,0.8269230769230769,1.0,0.8807692307692307,0.8269230769230769,5.33112588399996,0.0561778789999607,0.0087547580000091,0.0083680580000304
243194,rtdl_MLP,openml__madelon__9976,openml__madelon__9976__fold_2,random_11_s0,binary,0.6723289602364485,0.6867566217596714,0.6796648478278747,0.616905048076923,0.5543786982248521,0.5829585798816568,0.58125,0.5615384615384615,0.573076923076923,0.58125,0.5615384615384615,0.573076923076923,4.2554742479999845,0.0697552450000102,0.0526275529999793,0.0514065859999846
257905,rtdl_ResNet,openml__madelon__9976,openml__madelon__9976__fold_2,random_24_s0,binary,0.3731087927223948,0.7671519340200645,0.9834868454428104,0.9304733727810652,0.7008875739644971,0.5916568047337278,0.8153846153846154,0.6384615384615384,0.5576923076923077,0.8153846153846154,0.6384615384615384,0.5576923076923077,3.6813441919998695,0.0728694930000983,0.0492745459998786,0.0517446280000513
9545,CatBoost,openml__magic__146206,openml__magic__146206__fold_0,random_14_s0,binary,0.1808958334875644,0.2711863203055966,0.2672366028081404,0.9818503811780424,0.9455182018459032,0.9465505779365097,0.9399973711882228,0.8911671924290221,0.8859095688748686,0.9399973711882228,0.8911671924290221,0.8859095688748686,7.954259492000006,0.0145235999999613,0.0027178199999298,0.0046062169999459
21323,DANet,openml__magic__146206,openml__magic__146206__fold_0,random_8_s0,binary,0.2462658362358593,0.2677048522877613,0.2694347348133391,0.9561870474325262,0.9465699880627724,0.9468526480264752,0.9002365930599369,0.8948475289169295,0.8958990536277602,0.9002365930599369,0.8948475289169295,0.8958990536277602,508.3926924160005,0.4357456890029425,0.047541199997795,0.0484684930015646
35665,DecisionTree,openml__magic__146206,openml__magic__146206__fold_0,random_10_s0,binary,0.3113509724779847,0.844980579893038,0.8358642505305255,0.9157827848879284,0.8792077514339232,0.8766413688021041,0.8795347003154574,0.8475289169295478,0.8443743427970557,0.8795347003154573,0.8475289169295478,0.8443743427970557,0.1445248259999978,0.0022237139999994,0.0004475759999991,0.000362239000001
58189,KNN,openml__magic__146206,openml__magic__146206__fold_0,random_10_s0,binary,0.380970338244416,0.61575562709144,0.5285994535912595,0.896098533857169,0.8656036791894333,0.864859422160541,0.8207807570977917,0.8154574132492114,0.8091482649842271,0.8207807570977919,0.8154574132492114,0.8091482649842271,0.0128023749999783,7.867930402999946,0.9925917690000006,0.9900207050000064
72860,LightGBM,openml__magic__146206,openml__magic__146206__fold_0,random_25_s0,binary,0.00047967540479,0.4613077318776204,0.4751968073780443,1.0,0.944644746164074,0.9385754423082522,1.0,0.889589905362776,0.889589905362776,1.0,0.889589905362776,0.889589905362776,10.362589967999952,0.9807368580000002,0.1335028959999817,0.1298699650000117
87834,LinearModel,openml__magic__146206,openml__magic__146206__fold_0,default,binary,0.4583880639516317,0.4550178281627405,0.4575973251795421,0.8398880795257959,0.8462257009481847,0.8369039878104407,0.7896293375394322,0.7886435331230284,0.7907465825446898,0.7896293375394323,0.7886435331230284,0.7907465825446898,0.0336986229999998,0.007985273,0.0012340029999999,0.0008511629999998
102810,MLP,openml__magic__146206,openml__magic__146206__fold_0,default,binary,0.3276614542004468,0.3492385290801084,0.3655047651255329,0.9189421006101516,0.9132500800667708,0.906041644425897,0.8596214511041009,0.8543638275499474,0.844900105152471,0.8596214511041009,0.8543638275499474,0.844900105152471,48.533406655,0.120569286999995,0.0509638560000027,0.0509158500000026
118552,NODE,openml__magic__146206,openml__magic__146206__fold_0,random_3_s0,binary,0.2704212163079463,0.303031922209338,0.308749271264901,0.9448646301963808,0.9362632110171876,0.936574986170285,0.9092402733964248,0.889589905362776,0.8832807570977917,0.9092402733964248,0.889589905362776,0.8832807570977917,738.2311797389993,2.7961163759973715,0.3641852769978868,0.3618693839998741
130384,RandomForest,openml__magic__146206,openml__magic__146206__fold_0,random_24_s0,binary,0.2386979769047845,0.3088715612793502,0.3136785830290082,0.9676149065254576,0.9334438901775056,0.9312942186938926,0.9190983175604628,0.8774973711882229,0.8748685594111462,0.9190983175604628,0.8774973711882229,0.8748685594111462,2.11465905,0.109004499999969,0.026331190999997,0.0253302329999769
138975,SAINT,openml__magic__146206,openml__magic__146206__fold_0,random_3_s0,binary,0.2631552197670366,0.3026078373104177,0.3205544078776691,0.9476274568814502,0.9340480303574374,0.9220513591940916,0.8925473186119873,0.879074658254469,0.8654048370136698,0.8925473186119874,0.879074658254469,0.8654048370136698,440.1033684899994,0.698025833000429,0.133133003999319,0.1349794600009772
149207,STG,openml__magic__146206,openml__magic__146206__fold_0,random_17_s0,binary,0.4643040562748026,0.4761487345811524,0.4737455249841391,0.8494542784863683,0.8434791680819884,0.8394006153010025,0.770307570977918,0.7744479495268138,0.7660357518401683,0.770307570977918,0.7744479495268138,0.7660357518401683,224.6503521069972,0.0585572350028087,0.0077531880015158,0.0074207759971614
172851,TabNet,openml__magic__146206,openml__magic__146206__fold_0,default,binary,0.2550246631615562,0.2739036341752917,0.2852572030512824,0.9510757456111638,0.9452343287493086,0.9377929715932802,0.8949132492113565,0.8916929547844374,0.8906414300736067,0.8949132492113565,0.8916929547844374,0.8906414300736067,397.341038268,1.450367955000047,0.1761782060000314,0.1815388289999759
201137,VIME,openml__magic__146206,openml__magic__146206__fold_0,random_14_s0,binary,0.3536080366343628,0.3903448937679166,0.3911687567789444,0.9325970815194264,0.9036845272178494,0.8999589961082697,0.8598186119873817,0.8301787592008412,0.8354363827549948,0.8598186119873817,0.8301787592008413,0.8354363827549948,85.96798932399906,0.1330298030006815,0.0532404270015831,0.0529660760003025
215749,XGBoost,openml__magic__146206,openml__magic__146206__fold_0,random_10_s0,binary,0.0656877706105147,0.2840587235112087,0.2878536409225652,0.9999075051492524,0.9423276623414434,0.9391856481526412,0.9921792849631966,0.8890641430073607,0.8843322818086226,0.9921792849631966,0.8890641430073607,0.8843322818086226,9.985326478999925,0.0949885630000153,0.0147709390000727,0.014639334000094
228924,rtdl_FTTransformer,openml__magic__146206,openml__magic__146206__fold_0,random_26_s0,binary,0.2625303279539938,0.2762743786713406,0.2914887269969779,0.9517847338906288,0.9453483632411028,0.93953260415959,0.8911671924290221,0.8901156677181914,0.880651945320715,0.8911671924290221,0.8901156677181914,0.8806519453207151,177.06364503200166,0.3360761799995089,0.0908375510007317,0.0902280980008072
243222,rtdl_MLP,openml__magic__146206,openml__magic__146206__fold_0,default,binary,0.3152249032209048,0.3559020068450936,0.3460983373173481,0.9254882659778366,0.9086389619464474,0.9098702918312482,0.8655362776025236,0.8533123028391167,0.8533123028391167,0.8655362776025235,0.8533123028391167,0.8533123028391167,42.343418427,0.1408148840000009,0.0578553900000002,0.0553333289999997
257942,rtdl_ResNet,openml__magic__146206,openml__magic__146206__fold_0,random_3_s0,binary,0.2744701118788837,0.2846911080409656,0.2901360450487088,0.9439377306404472,0.9389600054348352,0.93762313298848,0.8865010515247108,0.886435331230284,0.8796004206098843,0.8865010515247108,0.886435331230284,0.8796004206098843,53.11203896899997,0.1650541850001445,0.0584347669998805,0.0576041809999878
9598,CatBoost,openml__magic__146206,openml__magic__146206__fold_1,random_8_s0,binary,0.1097972459608527,0.2797981958242763,0.282738637841507,0.9974220089314508,0.9410857618772256,0.9424890090160036,0.9745662460567824,0.8932702418506835,0.8885383806519453,0.9745662460567824,0.8932702418506835,0.8885383806519453,20.62657459000002,0.0224382380000065,0.003779723999969,0.003636594999989
21332,DANet,openml__magic__146206,openml__magic__146206__fold_1,random_8_s0,binary,0.2693047192239164,0.283545280112033,0.2836312393007018,0.9436798195940468,0.9377082886296988,0.94162889779598,0.8882097791798107,0.889589905362776,0.8827549947423764,0.8882097791798107,0.889589905362776,0.8827549947423764,332.5838758979989,0.4318633269976999,0.0481134519977786,0.0468147889987449
35714,DecisionTree,openml__magic__146206,openml__magic__146206__fold_1,random_28_s0,binary,0.3358380370406515,0.5292175837518621,0.5261186227533975,0.9034556022279088,0.8836220430439933,0.8893380176438048,0.8702024185068349,0.843322818086225,0.8470031545741324,0.8702024185068348,0.843322818086225,0.8470031545741323,0.1294938900000062,0.0020683559999952,0.0004247950000006,0.0003382900000019
58227,KNN,openml__magic__146206,openml__magic__146206__fold_1,random_18_s0,binary,0.3852309675510005,0.5613057653036654,0.6006651666449755,0.8935263413586692,0.8720057657080995,0.8668580585991712,0.8186777076761304,0.8165089379600421,0.8117770767613038,0.8186777076761304,0.8165089379600421,0.8117770767613038,0.0134492300001056,5.16305506599997,0.6510907660000385,0.6446657899999764
72873,LightGBM,openml__magic__146206,openml__magic__146206__fold_1,default,binary,0.0037770703952333,0.3904811464987505,0.3812576142802635,1.0,0.9387241976682584,0.9438744067780162,1.0,0.886435331230284,0.8890641430073607,1.0,0.886435331230284,0.8890641430073607,8.456922141999998,0.8279388810000015,0.113648138000002,0.1085170200000007
87864,LinearModel,openml__magic__146206,openml__magic__146206__fold_1,default,binary,0.4594875661632148,0.4625769471671492,0.4585444266420568,0.8393591564991145,0.8404562134718268,0.8454468696318869,0.7848317560462671,0.7902208201892744,0.7844374342797056,0.7848317560462671,0.7902208201892745,0.7844374342797057,0.0056301040000001,0.0037249419999998,0.001249182,0.00086895
102845,MLP,openml__magic__146206,openml__magic__146206__fold_1,random_14_s0,binary,0.3134208950471144,0.3583360222338523,0.3862442260386157,0.9252603664704306,0.9036232068538704,0.9049498248236104,0.8666535226077813,0.8454258675078864,0.8485804416403786,0.8666535226077813,0.8454258675078864,0.8485804416403787,42.539766633,0.1178533289994447,0.0507203630004369,0.0508392080000703
118555,NODE,openml__magic__146206,openml__magic__146206__fold_1,random_3_s0,binary,0.2642904677825904,0.3079504397287416,0.3121960466976359,0.9481902431091082,0.9340131922698778,0.9345029551917235,0.910686119873817,0.879074658254469,0.8780231335436383,0.910686119873817,0.879074658254469,0.8780231335436383,788.643204942,2.799649415002932,0.3642824560010922,0.3614941449995967
130422,RandomForest,openml__magic__146206,openml__magic__146206__fold_1,random_4_s0,binary,0.2470518893837452,0.3401431854513171,0.3125438332245218,0.9641070637497072,0.9283226468915972,0.9311698725725212,0.9151550998948476,0.868559411146162,0.8727655099894848,0.9151550998948476,0.868559411146162,0.8727655099894848,1.3598138660000032,0.069887254000001,0.0176340029999977,0.0159985129999995
138981,SAINT,openml__magic__146206,openml__magic__146206__fold_1,random_3_s0,binary,0.2719106522524119,0.3202758024629991,0.3025056761549091,0.9457254130538004,0.923326750533716,0.931142577082464,0.8877497371188223,0.8722397476340694,0.8785488958990536,0.8877497371188223,0.8722397476340694,0.8785488958990535,403.42620026199984,0.708179482999185,0.134337792000224,0.1300191090012958
149225,STG,openml__magic__146206,openml__magic__146206__fold_1,random_17_s0,binary,0.4441222318722455,0.4456276772289168,0.447664880536528,0.8635677611121472,0.8607877295645289,0.8636268791428487,0.7942297581493165,0.7839116719242902,0.8033648790746583,0.7942297581493165,0.7839116719242902,0.8033648790746584,225.54145655799948,0.0580123350009671,0.0076832490012748,0.0076393009949242
172871,TabNet,openml__magic__146206,openml__magic__146206__fold_1,random_6_s0,binary,0.2812719617485793,0.2942332479996979,0.2878820519850935,0.9402453208011008,0.9340895672930632,0.9400773008278418,0.8859752891692955,0.8832807570977917,0.8801261829652997,0.8859752891692955,0.8832807570977917,0.8801261829652995,170.65933435899933,1.5451632709991827,0.196372035999957,0.1954923910016077
201171,VIME,openml__magic__146206,openml__magic__146206__fold_1,random_21_s0,binary,0.4244005928544333,0.4443154015728164,0.4376887466355014,0.9055393959359596,0.8822260773424402,0.8919947786760353,0.843388538380652,0.8291272344900105,0.8286014721345951,0.843388538380652,0.8291272344900105,0.8286014721345951,112.28335630700168,0.1351315400024759,0.054356837998057,0.0538799349997134
215806,XGBoost,openml__magic__146206,openml__magic__146206__fold_1,random_8_s0,binary,0.0495040952683412,0.296535329113388,0.2841066130347159,0.9999994506287128,0.9398431523730204,0.9452622308058112,0.9985541535226078,0.8890641430073607,0.88801261829653,0.9985541535226078,0.8890641430073607,0.88801261829653,14.74396393699999,0.1516211509999721,0.0224966030000359,0.0225673730000153
228939,rtdl_FTTransformer,openml__magic__146206,openml__magic__146206__fold_1,random_12_s0,binary,0.2309066001450937,0.2903817483269971,0.2864839110377362,0.9587380865758,0.9360122781942036,0.940753015848368,0.9065457413249212,0.886435331230284,0.879074658254469,0.9065457413249212,0.886435331230284,0.879074658254469,147.784520752999,0.3235696550000284,0.0819134060002397,0.0828605290007544
243252,rtdl_MLP,openml__magic__146206,openml__magic__146206__fold_1,default,binary,0.3292901651340599,0.3594242026131472,0.3571636530017396,0.9180942158496836,0.9035492564345956,0.9060064635720456,0.860410094637224,0.8475289169295478,0.8512092534174553,0.860410094637224,0.8475289169295478,0.8512092534174553,31.181022463,0.1422740449999935,0.0559294460000074,0.0579661160000029
257964,rtdl_ResNet,openml__magic__146206,openml__magic__146206__fold_1,random_23_s0,binary,0.2742468216374182,0.2920216508206391,0.2883367514672452,0.9426334188426584,0.9345381190165324,0.9383722425489376,0.8865667718191378,0.879074658254469,0.879074658254469,0.8865667718191378,0.879074658254469,0.879074658254469,55.0431259449997,0.1725925489990913,0.0662785940003232,0.0639633360005973
9621,CatBoost,openml__magic__146206,openml__magic__146206__fold_2,random_29_s0,binary,0.213085544684378,0.2621773923007618,0.2887434720918079,0.9693295202441692,0.9478613175055188,0.9365141712037068,0.9185725552050472,0.9048370136698212,0.8869610935856993,0.9185725552050472,0.9048370136698212,0.8869610935856993,2.996955178999997,0.0143698810002206,0.0026595229999202,0.0026000400000611
21341,DANet,openml__magic__146206,openml__magic__146206__fold_2,random_8_s0,binary,0.2585649886242132,0.2793387608579653,0.2932488981803551,0.9512892668297238,0.9434958181644052,0.9389812056827868,0.8950446898002103,0.9006309148264984,0.886435331230284,0.8950446898002102,0.9006309148264984,0.886435331230284,444.3803534380022,0.4291903249977622,0.047088696002902,0.0471714950035675
35725,DecisionTree,openml__magic__146206,openml__magic__146206__fold_2,random_10_s0,binary,0.3089487739189363,0.6519918287620239,0.622753233495078,0.914027131790289,0.8812574480801381,0.8830249843309972,0.8832150368033649,0.8580441640378549,0.8427970557308097,0.8832150368033649,0.8580441640378549,0.8427970557308097,0.1446153830000014,0.0022466409999992,0.0004613109999986,0.0003723569999998
58268,KNN,openml__magic__146206,openml__magic__146206__fold_2,random_28_s0,binary,0.2797775190264421,1.6769155139736436,1.9740282193234164,0.9395340743533442,0.8479021720814134,0.8363446913903527,0.8592271293375394,0.8091482649842271,0.8112513144058885,0.8592271293375394,0.8091482649842271,0.8112513144058885,0.0092725910001263,7.777998201999935,0.9829852889999984,0.972221085000001
72912,LightGBM,openml__magic__146206,openml__magic__146206__fold_2,random_18_s0,binary,0.0169150298219708,0.3115897506447057,0.3437425532998305,1.0,0.9453870092147072,0.935121236257042,1.0,0.8906414300736067,0.8785488958990536,1.0,0.8906414300736067,0.8785488958990535,4.776802263000036,0.4858103610000057,0.064972656000009,0.0657773660000202
87894,LinearModel,openml__magic__146206,openml__magic__146206__fold_2,default,binary,0.4571987398089553,0.4631164924032795,0.4599430067591535,0.8376745208220056,0.8358409799279165,0.8381346552273854,0.7900893796004206,0.795478443743428,0.7923238696109358,0.7900893796004206,0.795478443743428,0.7923238696109358,0.0605405990000003,0.003602211,0.0011803879999998,0.0008581229999999
102886,MLP,openml__magic__146206,openml__magic__146206__fold_2,random_24_s0,binary,0.3194114683284345,0.3583017358361938,0.3844577676510732,0.9242906725827018,0.9066854815930132,0.895231046568155,0.8610672975814931,0.8512092534174553,0.8338590956887487,0.8610672975814931,0.8512092534174553,0.8338590956887487,39.572385154000585,0.1267833479996625,0.0575260999994498,0.0563043570000445
118557,NODE,openml__magic__146206,openml__magic__146206__fold_2,default,binary,0.2602018180171558,0.305219178077237,0.3093593256209206,0.9525534498731604,0.932368098516506,0.9322432314151078,0.9085173501577288,0.8832807570977917,0.8785488958990536,0.9085173501577288,0.8832807570977917,0.8785488958990535,306.90032123000003,1.1599776560000237,0.1523917470000242,0.1520977119999997
130444,RandomForest,openml__magic__146206,openml__magic__146206__fold_2,random_24_s0,binary,0.2358501985545119,0.3083356277406193,0.3175398699094565,0.9695192116416048,0.933608889567778,0.9323177879853602,0.9200184016824396,0.8764458464773922,0.870136698212408,0.9200184016824396,0.8764458464773922,0.870136698212408,2.1099021709999874,0.110269153000047,0.0261523209999836,0.0271614879999901
138987,SAINT,openml__magic__146206,openml__magic__146206__fold_2,random_3_s0,binary,0.2580449625188422,0.3030653611830917,0.3205200868505165,0.9517951958107804,0.9302902129650844,0.9251524772784306,0.8941246056782335,0.8748685594111462,0.8675078864353313,0.8941246056782335,0.8748685594111462,0.8675078864353313,438.37058367200007,0.7039218319987413,0.1295176229996286,0.1317023320007138
149243,STG,openml__magic__146206,openml__magic__146206__fold_2,random_17_s0,binary,0.4702680825921007,0.4869596456137381,0.4675587529471275,0.8459827293205591,0.8359913053703764,0.8466922947300022,0.769453207150368,0.7649842271293376,0.7592008412197687,0.769453207150368,0.7649842271293376,0.7592008412197687,225.01888785199844,0.0587074419963755,0.0075371759958215,0.0076710020002792
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103217,MLP,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_1,random_25_s0,classification,14.74197950687554,14.828397553320974,14.642584624566371,0.7211013454861113,0.7258472222222222,0.7166111111111112,0.36625,0.385,0.35,0.2452991360713254,0.260887154823325,0.2349384533595059,13.425429582999868,0.054829337000001,0.0452764910000951,0.0446564960000159
118570,NODE,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_1,default,classification,1.170791050940752,1.1915959605574609,1.193385017812252,0.9569869791666666,0.9546666666666666,0.9572777777777778,0.73,0.7,0.675,0.7042040071281768,0.6763223373262419,0.6478510883306114,183.036659653,0.5318844110000214,0.0700688989999775,0.0699883930000169
130782,RandomForest,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_1,random_4_s0,classification,0.323294997767681,1.0676491475400254,0.7618477457372379,0.99387109375,0.9603333333333332,0.963263888888889,0.878125,0.725,0.73,0.8777677405764507,0.7226644847248186,0.7275537228040437,0.1568787170000014,0.0338426699999985,0.0440125150000021,0.0572682670000013
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149559,STG,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_1,random_15_s0,classification,0.8044456554358476,0.8270488971355371,0.8086057088361122,0.9476942274305556,0.9429444444444444,0.9481944444444445,0.66,0.665,0.625,0.6475461685671755,0.6474451911472852,0.600452218496592,24.21236151199992,0.0071836760002952,0.0015669529998376,0.0015564899999844
161347,SVM,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_1,random_13_s0,classification,0.7305578227047207,0.8295229036497447,0.7615257938531298,0.9666653645833332,0.9583055555555556,0.96325,0.735,0.71,0.73,0.7279285664815403,0.6961166616654423,0.7204115856868739,181.2756054929996,0.4535219930003222,0.0571806070001912,0.0573634989996207
173190,TabNet,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_1,random_12_s0,classification,0.5336514613265151,0.6048491612249143,0.6355599667370688,0.9753289930555556,0.9657222222222224,0.9657777777777778,0.77,0.76,0.74,0.7396764874088619,0.7308419470243436,0.7096523887206672,61.11386743499952,0.1906534609997834,0.0298892930004512,0.0300463300000046
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229323,rtdl_FTTransformer,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_1,random_7_s0,classification,1.5627041523555818,1.737901714798354,1.7510425573616522,0.9347191840277778,0.9283333333333336,0.9385833333333334,0.660625,0.64,0.65,0.6455833769349185,0.6149088146252043,0.6292183355197318,24.52265786599992,0.0718721490000007,0.0535999699998228,0.0475688520000403
243612,rtdl_MLP,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_1,default,classification,31.08489875793457,31.08489875793457,31.08489875793457,0.5,0.5,0.5,0.1,0.1,0.1,0.0181818181818181,0.0181818181818181,0.0181818181818181,2.1080574070000004,0.0488599059999987,0.038974039000001,0.0413896559999997
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58628,KNN,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_2,random_28_s0,classification,0.7567727718675056,8.052970118133237,6.239183790845109,0.9542428385416668,0.8191666666666667,0.847277777777778,0.62125,0.495,0.455,0.6195028352236417,0.4958646866648946,0.4509494198420819,0.0015446570000108,0.0623524429999946,0.0361882370000046,0.0482464819999961
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103247,MLP,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_2,random_25_s0,classification,8.303105670459393,7.886544538646121,8.72535666220414,0.7836093749999998,0.7914305555555556,0.7686249999999998,0.479375,0.445,0.44,0.3924835973738574,0.3603356076924069,0.357337298045573,13.667655547000097,0.0576151459999891,0.0488146669999878,0.0476562860001195
118571,NODE,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_2,default,classification,1.170609223432839,1.1685962387919426,1.1881534531712532,0.9569680989583336,0.9571388888888888,0.9536944444444444,0.725,0.7,0.67,0.7183652563135388,0.6867112135176652,0.6576179692591997,184.313415534,0.5445047050000085,0.0706988809999984,0.0707903270000542
130816,RandomForest,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_2,random_8_s0,classification,0.3511017446009077,0.5805540147154976,0.6482891724780808,0.9932877604166668,0.9666388888888888,0.9644583333333334,0.866875,0.76,0.725,0.8664804712508709,0.7566146176817283,0.7194132825051046,0.7329639639999996,0.1622122899999993,0.0890750319999966,0.0974289749999997
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149589,STG,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_2,random_15_s0,classification,0.8014942332718056,0.7926059141359292,0.8176272430736572,0.9477777777777776,0.9437222222222224,0.946138888888889,0.64875,0.65,0.675,0.6385781300261069,0.6374041774041773,0.6641189450390421,25.28516480600001,0.0136010369997165,0.0026282549997631,0.0024055069998212
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173220,TabNet,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_2,random_12_s0,classification,0.5033644782028796,0.522242886879869,0.645125283216461,0.97653515625,0.9724722222222224,0.9646666666666668,0.775625,0.8,0.725,0.7585187813839976,0.7857789771204406,0.704238190800955,61.34087643299972,0.1882241270004669,0.0295193070005552,0.0294626899994909
201569,VIME,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_2,random_9_s0,classification,21.469203874432925,21.43468402114948,21.615630914228287,0.5486690538194445,0.5481527777777778,0.5441944444444444,0.2625,0.265,0.24,0.1601217677501848,0.1621641174038859,0.1390050809405648,16.719826630999933,0.0488924090000182,0.0396004419999371,0.0420007190000433
216175,XGBoost,openml__mfeat-morphological__18,openml__mfeat-morphological__18__fold_2,random_16_s0,classification,0.6237130709527992,0.6909044511802495,0.7313454333692789,0.9778563368055556,0.9642222222222224,0.9571111111111108,0.766875,0.755,0.73,0.7477803290430569,0.7406856822985854,0.7081529128657522,0.6787898660000167,0.0256158939999977,0.0065769059999922,0.002405422999999
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229557,rtdl_FTTransformer,openml__monks-problems-2__146065,openml__monks-problems-2__146065__fold_1,default,binary,0.00065470687484,0.0006551624178731,0.0006531914841616,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,12.075209805,0.0548078640000007,0.0466939629999991,0.0458096549999993
243966,rtdl_MLP,openml__monks-problems-2__146065,openml__monks-problems-2__146065__fold_1,default,binary,1.5600091926606196e-06,1.8040384927549743e-06,1.5586648045721555e-06,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,6.318397032999998,0.0449751179999999,0.0416095590000011,0.0412479670000003
258618,rtdl_ResNet,openml__monks-problems-2__146065,openml__monks-problems-2__146065__fold_1,default,binary,0.0042264480309574,0.0047407764537638,0.0042753013436595,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,4.187131513000001,0.0490275189999991,0.0447272719999993,0.0427664029999999
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103581,MLP,openml__monks-problems-2__146065,openml__monks-problems-2__146065__fold_2,random_12_s0,binary,0.0005012815861944,0.0012656617552046,0.0556385175037924,1.0,1.0,0.9975,1.0,1.0,0.9666666666666668,1.0,1.0,0.9666666666666668,4.541928471000006,0.0490460519999942,0.046187725999971,0.0451697430000876
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131168,RandomForest,openml__monks-problems-2__146065,openml__monks-problems-2__146065__fold_2,random_28_s0,binary,0.2473179732914511,0.3283686143126801,0.341392168148792,1.0,0.995,0.99,0.9958419958419958,0.9833333333333332,0.9666666666666668,0.9958419958419958,0.9833333333333332,0.9666666666666668,0.0580253970000015,0.0124842339999986,0.0086578279999969,0.0088682319999975
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149866,STG,openml__monks-problems-2__146065,openml__monks-problems-2__146065__fold_2,random_13_s0,binary,0.0350894093583192,0.0572183335044731,0.0575775523509946,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,7.453170661000058,0.0028968909999775,0.0009968270001081,0.0009203670000488
161638,SVM,openml__monks-problems-2__146065,openml__monks-problems-2__146065__fold_2,random_10_s0,binary,0.0101136551020039,0.0227327161648486,0.0269126551897671,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.1524008479999992,0.0066903649999989,0.0009729459999991,0.0009151089999992
173497,TabNet,openml__monks-problems-2__146065,openml__monks-problems-2__146065__fold_2,random_10_s0,binary,0.0100012860641339,0.0017293113895036,0.0105471274108092,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,27.21518595599992,0.0843699199999719,0.0211620550001043,0.0210237579999557
181671,TabPFNModel,openml__monks-problems-2__146065,openml__monks-problems-2__146065__fold_2,default,binary,0.0008191017448585,0.0116571545192528,0.0119716162570587,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0004798489999995,0.5019453129999984,0.3330433799999994,0.3395790119999997
201815,VIME,openml__monks-problems-2__146065,openml__monks-problems-2__146065__fold_2,random_14_s0,binary,0.3034502009777913,0.3556096831957499,0.3740776382386684,1.0,0.995,0.99625,1.0,0.95,0.9,1.0,0.95,0.9,8.157101702999853,0.0413443549998646,0.0399582019999797,0.0388529330000437
216529,XGBoost,openml__monks-problems-2__146065,openml__monks-problems-2__146065__fold_2,random_10_s0,binary,0.0831741246708481,0.1131647389770175,0.1427311918931081,1.0,1.0,0.9975,0.997920997920998,1.0,0.95,0.997920997920998,1.0,0.95,0.0471878640000014,0.0011870529999988,0.0004948040000023,0.0004424930000013
229587,rtdl_FTTransformer,openml__monks-problems-2__146065,openml__monks-problems-2__146065__fold_2,default,binary,0.0002068793247131,0.0002048528571322,0.000203945756948,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,11.299149774,0.0535358779999981,0.0464896840000008,0.049832834
243996,rtdl_MLP,openml__monks-problems-2__146065,openml__monks-problems-2__146065__fold_2,default,binary,4.142851871941666e-06,4.464412036971529e-06,3.913067402550041e-06,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,6.250153876999999,0.0450036370000006,0.0425116239999994,0.0431650419999982
258648,rtdl_ResNet,openml__monks-problems-2__146065,openml__monks-problems-2__146065__fold_2,default,binary,0.0010285044018529,0.0009785410989328,0.0009973338412237,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,7.168996315999998,0.0475114989999987,0.0447639349999988,0.0443390599999986
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21972,DANet,openml__mushroom__24,openml__mushroom__24__fold_0,default,binary,0.000381444076081,0.0003863612944547,0.0005592926727576,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,150.415150703,0.2802058340000144,0.0327091380000013,0.0318736170000022
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73650,LightGBM,openml__mushroom__24,openml__mushroom__24__fold_0,random_12_s0,binary,0.0054791420545291,0.0054385512688884,0.0056387646988187,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.1195568680000001,0.0189935040000008,0.0015284619999995,0.0090466280000001
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139227,SAINT,openml__mushroom__24,openml__mushroom__24__fold_0,random_1_s0,binary,1.7039355620150928e-07,2.193569620907637e-07,2.909122066106058e-07,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,411.87655933,0.9177567570000064,0.1670204239999293,0.1677110859995991
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161668,SVM,openml__mushroom__24,openml__mushroom__24__fold_0,random_10_s0,binary,0.0002662726311952,0.0002923427906604,0.0002853543007598,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.9624114989999272,0.0841335659999913,0.010812130999966,0.0107315980000066
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201845,VIME,openml__mushroom__24,openml__mushroom__24__fold_0,random_14_s0,binary,0.0272863423465038,0.0277628311202924,0.0295666824507344,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,66.98771780700008,0.1087912300008611,0.0588091909994545,0.0596165599999949
216558,XGBoost,openml__mushroom__24,openml__mushroom__24__fold_0,default,binary,0.0229530683198353,0.0217843004359163,0.0234997964625648,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.981406143,0.0182280999999999,0.0056212750000002,0.001592242
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244026,rtdl_MLP,openml__mushroom__24,openml__mushroom__24__fold_0,default,binary,1.451134282591332e-08,1.0638070317390985e-07,2.2140992001141337e-08,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,21.384909754,0.0871898030000011,0.0430674709999969,0.0433337649999998
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149922,STG,openml__mushroom__24,openml__mushroom__24__fold_1,default,binary,0.0029553604173881,0.0032678996811139,0.0027761645497848,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,78.75707590700002,0.0301608299999998,0.0042344109999987,0.0042278220000184
161698,SVM,openml__mushroom__24,openml__mushroom__24__fold_1,random_10_s0,binary,0.0002463025825498,0.000306602042667,0.0002744437259297,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.9231950739999776,0.0802705090000017,0.0103994429999829,0.0102305729999443
173548,TabNet,openml__mushroom__24,openml__mushroom__24__fold_1,default,binary,0.0001673863034417,0.0001132253968101,0.0001180154235115,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,76.47725170500001,0.6703787810000108,0.0906629199999997,0.0897580479999646
201875,VIME,openml__mushroom__24,openml__mushroom__24__fold_1,random_14_s0,binary,0.025829492279211,0.0260325160433411,0.0258363035797034,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,66.8077301580015,0.0928442349995748,0.0511374960005923,0.0516493759987497
216588,XGBoost,openml__mushroom__24,openml__mushroom__24__fold_1,default,binary,0.0287940414801868,0.0318334602016547,0.0274784969598934,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.3812820449999998,0.0220097859999999,0.0016719270000002,0.0055501569999991
229647,rtdl_FTTransformer,openml__mushroom__24,openml__mushroom__24__fold_1,default,binary,2.877773245638168e-07,2.876859692188378e-07,2.880525414936276e-07,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,80.929374996,0.2581598579999991,0.0690225769999983,0.0713110040000088
244056,rtdl_MLP,openml__mushroom__24,openml__mushroom__24__fold_1,default,binary,3.996586267702101e-08,1.042541091225835e-07,1.882793739268035e-07,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,25.598750062000004,0.0886431269999974,0.0430254259999998,0.0438414329999972
258708,rtdl_ResNet,openml__mushroom__24,openml__mushroom__24__fold_1,default,binary,2.3228596204856864e-06,2.4199683621314124e-06,2.399512470017151e-06,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,39.834568656,0.1218612490000055,0.0574689449999965,0.0553929029999977
10410,CatBoost,openml__mushroom__24,openml__mushroom__24__fold_2,default,binary,0.0016783068153483,0.0017123632982368,0.0019425591539303,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,5.803396839000001,0.0378713079999997,0.0057193839999989,0.0057774170000008
22016,DANet,openml__mushroom__24,openml__mushroom__24__fold_2,default,binary,0.0030758212437125,0.0019752315485086,0.0029524662596991,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,119.146255387,0.2855054899999913,0.0309092969999937,0.0300905269999702
36535,DecisionTree,openml__mushroom__24,openml__mushroom__24__fold_2,random_10_s0,binary,9.992007221626413e-16,9.992007221626413e-16,9.992007221626413e-16,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0122250879999992,0.0063698470000002,0.0009326690000008,0.0009006379999991
58986,KNN,openml__mushroom__24,openml__mushroom__24__fold_2,random_26_s0,binary,0.0095406124262828,0.0077929009360644,0.0166567638105767,0.9999866727526182,1.0,0.9997939793494596,0.9983071714373654,1.0,0.995079950799508,0.9983071714373654,1.0,0.995079950799508,0.0201698859999623,0.6532446680000135,0.0796574490000239,0.078447251
73707,LightGBM,openml__mushroom__24,openml__mushroom__24__fold_2,default,binary,0.6165611193280969,0.6163697704646245,0.6171375060166981,0.9999842539283604,1.0,0.9999272868292208,0.9983071714373654,1.0,0.993849938499385,0.9983071714373654,1.0,0.993849938499385,0.0747920290000001,0.0154271660000002,0.0013150439999991,0.0011962890000001
88614,LinearModel,openml__mushroom__24,openml__mushroom__24__fold_2,default,binary,0.1242685934810034,0.1460415788951206,0.1521412054300784,0.9902607701232898,0.9873782054389452,0.9863723399098356,0.9581409664512156,0.940959409594096,0.948339483394834,0.9581409664512156,0.940959409594096,0.948339483394834,0.1003849250000001,0.0079705680000001,0.0041869349999998,0.0039483289999999
103668,MLP,openml__mushroom__24,openml__mushroom__24__fold_2,default,binary,2.372243983693682e-05,2.998614736069037e-05,3.934975538072789e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,22.160206289,0.0785152499999952,0.0459380989999971,0.0451400150000012
118670,NODE,openml__mushroom__24,openml__mushroom__24__fold_2,default,binary,0.0114411707318546,0.0113451333354521,0.0116071497029447,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,274.19147943400003,0.5014044360000298,0.0735380749999876,0.0733091660000582
131239,RandomForest,openml__mushroom__24,openml__mushroom__24__fold_2,random_10_s0,binary,0.0108104884004102,0.007044006965263,0.0099568875905453,1.0,1.0,1.0,0.99507540781779,1.0,1.0,0.99507540781779,1.0,1.0,0.029301519999997,0.0138848749999951,0.0059557379999972,0.0057217949999994
139231,SAINT,openml__mushroom__24,openml__mushroom__24__fold_2,random_1_s0,binary,1.127151244479733e-07,1.8218646318560453e-07,2.478034029617887e-07,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,397.788142292,0.7698750949994064,0.162038637000478,0.1669766089999029
149952,STG,openml__mushroom__24,openml__mushroom__24__fold_2,default,binary,0.002173533250676,0.002647255617623,0.0027793368105829,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,80.103671582,0.0298467670000093,0.0044646509999779,0.0043912969999837
161728,SVM,openml__mushroom__24,openml__mushroom__24__fold_2,random_10_s0,binary,0.0002466711806725,0.0002779913592163,0.0003032961439608,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.9175382490000176,0.0835168039999416,0.010783659000026,0.0106301010000606
173570,TabNet,openml__mushroom__24,openml__mushroom__24__fold_2,default,binary,1.3814191147165835e-08,1.15103705033899e-08,1.4369634692478088e-08,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,321.909933415,0.6475861860000123,0.0889013720000093,0.0880788270000039
201907,VIME,openml__mushroom__24,openml__mushroom__24__fold_2,random_16_s0,binary,0.3510402385644195,0.3510260081232547,0.3540532309264128,0.9999999051441468,1.0,1.0,0.9976915974145892,1.0,0.993849938499385,0.9976915974145892,1.0,0.993849938499385,66.70924587899935,0.0926973220011859,0.0522191750005731,0.0523624300003575
216618,XGBoost,openml__mushroom__24,openml__mushroom__24__fold_2,default,binary,0.0257684317379891,0.0252582932860209,0.0279779502271982,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.3981256660000003,0.0181349449999999,0.0055976260000001,0.0015587169999999
229677,rtdl_FTTransformer,openml__mushroom__24,openml__mushroom__24__fold_2,default,binary,7.558188021655595e-06,7.568866111139853e-06,7.570698951599549e-06,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,55.21253973499999,0.2619161259999885,0.0725122600000247,0.0697088759999928
244086,rtdl_MLP,openml__mushroom__24,openml__mushroom__24__fold_2,default,binary,2.303283283521501e-08,2.8152759749509746e-08,2.7419615558260493e-08,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,25.631819325,0.0887659790000015,0.0433534910000048,0.043701317
258738,rtdl_ResNet,openml__mushroom__24,openml__mushroom__24__fold_2,default,binary,2.882253200710378e-06,2.9206321851664646e-06,2.906189224788433e-06,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,40.29784144700001,0.1212460940000141,0.056121131999987,0.0576099689999978
10440,CatBoost,openml__musk__3950,openml__musk__3950__fold_0,default,binary,0.0009607950101199,0.0043230985152192,0.0009846793925786,1.0,1.0,1.0,1.0,0.996969696969697,1.0,1.0,0.996969696969697,1.0,5.931476474999999,0.0862527380000006,0.0094868649999995,0.009250047
22038,DANet,openml__musk__3950,openml__musk__3950__fold_0,default,binary,0.001359782343589,0.0008429772347327,0.0026551047573737,1.0,1.0,1.0,0.9998105342932928,1.0,1.0,0.9998105342932928,1.0,1.0,100.670752522,0.2530018530000006,0.0333295269999922,0.0330293150000073
36564,DecisionTree,openml__musk__3950,openml__musk__3950__fold_0,default,binary,9.992007221626413e-16,9.992007221626413e-16,9.992007221626413e-16,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.067395818,0.0245138589999998,0.003393194,0.0032525549999999
58998,KNN,openml__musk__3950,openml__musk__3950__fold_0,default,binary,0.0930246759459681,0.1290787620920556,0.1022833727496356,0.9915932703231092,0.9736102326235154,0.9865477603216491,0.967222432739674,0.9575757575757576,0.9651515151515152,0.967222432739674,0.9575757575757576,0.9651515151515152,0.141645682,6.3513125200000005,0.8054138589999997,0.7888188009999997
73748,LightGBM,openml__musk__3950,openml__musk__3950__fold_0,random_1_s0,binary,0.0001104406152552,0.0177696510383255,0.0054184753042415,1.0,0.9999648604961696,1.0,1.0,0.996969696969697,0.996969696969697,1.0,0.996969696969697,0.996969696969697,1.2964682859999996,0.0761103719999987,0.0164691370000014,0.0157053169999983
88644,LinearModel,openml__musk__3950,openml__musk__3950__fold_0,default,binary,1.6833492479295293e-05,0.0005880834669524,0.0001529823047152,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0967065280000003,0.0369575589999997,0.0206940939999999,0.0196867140000001
103698,MLP,openml__musk__3950,openml__musk__3950__fold_0,default,binary,8.086143467723646e-06,0.0001744938443748,0.0075633941741658,1.0,1.0,0.9999822880320232,1.0,1.0,0.9984848484848484,1.0,1.0,0.9984848484848484,20.964093951,0.1045023289999989,0.0536089400000001,0.0504738410000022
118671,NODE,openml__musk__3950,openml__musk__3950__fold_0,default,binary,0.0135689424480551,0.0137953404809884,0.0138787103252428,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,241.815320175,0.4681240330000094,0.0653743900000165,0.0646042710000074
131288,RandomForest,openml__musk__3950,openml__musk__3950__fold_0,random_28_s0,binary,0.0349162062899675,0.0471439756967253,0.0391558600869415,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.4671112510000057,0.050534070000026,0.0199095090000014,0.0174753800000075
139233,SAINT,openml__musk__3950,openml__musk__3950__fold_0,random_2_s0,binary,0.0046970015188163,0.0411063417850277,0.0143110852654115,0.9999986239905596,0.9971888396935836,0.999929152128093,0.9982948086396364,0.9863636363636364,0.9954545454545456,0.9982948086396364,0.9863636363636364,0.9954545454545456,3245.3984051450097,0.8694622379989596,0.1827927389967953,0.1781227229948854
149998,STG,openml__musk__3950,openml__musk__3950__fold_0,random_24_s0,binary,0.0237426827560893,0.0045833850280993,0.0109604426875497,0.999403362306588,1.0,1.0,0.9928003031451308,1.0,0.996969696969697,0.9928003031451308,1.0,0.996969696969697,65.18897569399996,0.0734403019996534,0.0082926809991477,0.0087094789996626
161758,SVM,openml__musk__3950,openml__musk__3950__fold_0,random_10_s0,binary,0.0003152853557573,0.0009128633998429,0.0008539275641298,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.743389664999995,0.6025940010000568,0.0762067719999777,0.0760667700000112
173593,TabNet,openml__musk__3950,openml__musk__3950__fold_0,random_10_s0,binary,1.193561564550873e-07,1.1821592769201813e-07,1.1523568914449037e-07,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,338.5826739410004,0.8394710709999345,0.1190323749997332,0.1184433239995996
201947,VIME,openml__musk__3950,openml__musk__3950__fold_0,random_25_s0,binary,0.0053477195351428,0.0081534194697216,0.0070860028579412,0.999994771164126,1.0,0.9999645760640464,0.9982948086396364,0.9984848484848484,0.9984848484848484,0.9982948086396364,0.9984848484848484,0.9984848484848484,485.2928750619976,0.1234870869993756,0.0596544469990476,0.0614069709990872
216648,XGBoost,openml__musk__3950,openml__musk__3950__fold_0,default,binary,0.095327028364519,0.0953270284289663,0.0953270281241698,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.241214138,0.0685829089999998,0.0083198720000003,0.0089236670000003
229709,rtdl_FTTransformer,openml__musk__3950,openml__musk__3950__fold_0,random_11_s0,binary,4.188600554165689e-05,4.197687401921774e-05,4.177492277394225e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,90.10273553800016,1.2389501480001854,0.7136539519997314,0.7837755850005124
244117,rtdl_MLP,openml__musk__3950,openml__musk__3950__fold_0,random_10_s0,binary,0.0001849720739066,0.0005714727828835,0.0018817373183764,1.0,1.0,1.0,1.0,1.0,0.9984848484848484,1.0,1.0,0.9984848484848484,14.653075836000198,0.1360966870001903,0.0623095610003474,0.0609186470001077
258773,rtdl_ResNet,openml__musk__3950,openml__musk__3950__fold_0,random_14_s0,binary,8.899530049413703e-05,0.0044131401183823,0.0002647898475699,1.0,0.999982430248085,1.0,1.0,0.9984848484848484,1.0,1.0,0.9984848484848484,1.0,25.38003278899987,0.1330370830000902,0.0592064990000835,0.0593947130000742
10470,CatBoost,openml__musk__3950,openml__musk__3950__fold_1,default,binary,0.0001770159459801,0.0001969537465349,0.0048023743906658,1.0,1.0,1.0,1.0,1.0,0.996969696969697,1.0,1.0,0.996969696969697,25.553167558,0.1537189670000032,0.0204545560000042,0.0197696660000019
22065,DANet,openml__musk__3950,openml__musk__3950__fold_1,default,binary,0.0011938993509885,0.001552854931114,0.0010689816940628,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,141.020636603,0.2341905979999978,0.0330204969999954,0.0326791999999898
36594,DecisionTree,openml__musk__3950,openml__musk__3950__fold_1,default,binary,9.992007221626413e-16,9.992007221626413e-16,9.992007221626413e-16,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0691949410000001,0.0256307309999996,0.0034113059999998,0.0033099330000001
59048,KNN,openml__musk__3950,openml__musk__3950__fold_1,random_28_s0,binary,0.0655823400310802,0.1245471196035067,0.2577299105394038,0.9955631404018408,0.9876133248998524,0.9670127907793942,0.9774535809018567,0.9757575757575756,0.9590909090909092,0.9774535809018567,0.9757575757575756,0.9590909090909092,0.0921803400001408,7.568470583999897,0.9490351110002848,0.9490446499999052
73787,LightGBM,openml__musk__3950,openml__musk__3950__fold_1,random_28_s0,binary,0.0127132916351289,0.0177867982123118,0.0265220709593129,1.0,1.0,0.9995607562021224,1.0,0.9984848484848484,0.9954545454545456,1.0,0.9984848484848484,0.9954545454545456,1.3035560929999974,0.0658428609999646,0.0143240330000367,0.0144639679999727
88674,LinearModel,openml__musk__3950,openml__musk__3950__fold_1,default,binary,1.4477039022072796e-05,8.785884007971686e-05,3.0378835165393327e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0640217660000002,0.0271453629999998,0.017418933,0.0160586759999996
103728,MLP,openml__musk__3950,openml__musk__3950__fold_1,default,binary,9.135538809228484e-06,5.0180441689325526e-05,9.431174279901434e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,20.673457329000005,0.1036309640000041,0.0495093270000026,0.0491809659999944
118672,NODE,openml__musk__3950,openml__musk__3950__fold_1,default,binary,0.014071631580577,0.01407352571418,0.014255915225173,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,238.620627574,0.4708178459999885,0.0652297450000105,0.0650765820000174
131304,RandomForest,openml__musk__3950,openml__musk__3950__fold_1,random_15_s0,binary,0.0151608789989305,0.0205602868041076,0.0269174341260067,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.1783611180000264,0.0352332919999867,0.0094019140000227,0.0099338299999942
139234,SAINT,openml__musk__3950,openml__musk__3950__fold_1,random_2_s0,binary,0.0006490153524615,0.0080201956966734,0.044226296880108,1.0,0.9999472907442548,0.9933762035280062,0.9998105342932928,0.996969696969697,0.993939393939394,0.9998105342932928,0.996969696969697,0.993939393939394,3396.472060526008,0.868303441995522,0.1822700749908108,0.1846267579967389
150012,STG,openml__musk__3950,openml__musk__3950__fold_1,default,binary,0.0093036056942971,0.0045432159981828,0.0075057784929247,0.9999776862270302,1.0,1.0,0.9981053429329292,1.0,0.9984848484848484,0.9981053429329292,1.0,0.9984848484848484,69.06238711200001,0.133181731999997,0.0178301069999804,0.0167514500000152
161788,SVM,openml__musk__3950,openml__musk__3950__fold_1,random_10_s0,binary,0.0001821094986319,0.0003186875468353,0.0005756236492044,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.707699672999979,0.5385440119999885,0.0674503589999631,0.0670182659999909
173614,TabNet,openml__musk__3950,openml__musk__3950__fold_1,default,binary,2.942817509083153e-06,3.080327407609864e-06,0.0336550441880615,1.0,1.0,0.9997188839693584,1.0,1.0,0.996969696969697,1.0,1.0,0.996969696969697,181.346432668,0.5947273660000008,0.0835776109999812,0.0845986650000156
201964,VIME,openml__musk__3950,openml__musk__3950__fold_1,random_14_s0,binary,0.006958033665085,0.0131093739670456,0.0161408125972469,0.9999807164924952,0.9999472907442548,0.9997715932251036,0.9981053429329292,0.9984848484848484,0.9924242424242424,0.9981053429329292,0.9984848484848484,0.9924242424242424,80.42513910299931,0.1102990170002158,0.0539134030004788,0.0557405609979468
216678,XGBoost,openml__musk__3950,openml__musk__3950__fold_1,default,binary,0.095327028326405,0.0953270284289663,0.0953270284289663,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.6646452270000003,0.0519367219999997,0.0083759859999998,0.0079614199999999
229737,rtdl_FTTransformer,openml__musk__3950,openml__musk__3950__fold_1,default,binary,0.0001209107290986,0.0001206068671639,0.0234453794536393,1.0,1.0,0.9999472907442548,1.0,1.0,0.996969696969697,1.0,1.0,0.996969696969697,45.14131210600001,1.2046686330000114,0.7212619230000001,0.8544315110000014
244146,rtdl_MLP,openml__musk__3950,openml__musk__3950__fold_1,default,binary,8.916808764710352e-05,1.7287820234503388e-05,0.0030586448972552,1.0,1.0,1.0,1.0,1.0,0.9984848484848484,1.0,1.0,0.9984848484848484,24.118299765,0.1179089550000043,0.0544166329999953,0.0511423109999995
258798,rtdl_ResNet,openml__musk__3950,openml__musk__3950__fold_1,default,binary,4.488310288769361e-05,0.0001873626591902,0.0031536132518607,1.0,1.0,1.0,1.0,1.0,0.996969696969697,1.0,1.0,0.996969696969697,31.88739788,0.1336367359999997,0.0582497030000013,0.0564926939999992
10500,CatBoost,openml__musk__3950,openml__musk__3950__fold_2,default,binary,0.0002075514256744,0.0002662161565543,0.0001884775870445,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,23.142978792,0.0943130130000042,0.0117366749999945,0.0112721180000008
22092,DANet,openml__musk__3950,openml__musk__3950__fold_2,default,binary,0.0080642577366891,0.0060400926843526,0.0056699920049364,0.9999911846822837,1.0,1.0,0.9986737400530504,1.0,1.0,0.9986737400530504,1.0,1.0,85.119752683,0.23726179800002,0.0332402180000031,0.0328410299999859
36624,DecisionTree,openml__musk__3950,openml__musk__3950__fold_2,default,binary,9.992007221626413e-16,9.992007221626413e-16,9.992007221626413e-16,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.067065967,0.0243474850000002,0.003292338,0.0032179709999997
59078,KNN,openml__musk__3950,openml__musk__3950__fold_2,random_28_s0,binary,0.0684388408320054,0.2496967714468695,0.181621963803543,0.9946605345112802,0.969876660341556,0.979355541499754,0.9765062523683212,0.9606060606060606,0.9727272727272728,0.9765062523683212,0.9606060606060606,0.9727272727272728,0.0981487120002384,7.911125046000052,0.987494100999811,0.9792514020000452
73820,LightGBM,openml__musk__3950,openml__musk__3950__fold_2,random_3_s0,binary,0.0090904162871614,0.0103196480927473,0.0192935685776363,0.9999998622606608,1.0,0.9995607562021224,0.9996210685865858,1.0,0.993939393939394,0.9996210685865858,1.0,0.993939393939394,0.6293086530000025,0.0698632790000033,0.0142588590000016,0.0134193789999983
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103759,MLP,openml__musk__3950,openml__musk__3950__fold_2,random_10_s0,binary,2.2371211847742643e-05,0.0001479684061476,0.0001829637823903,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,20.46245188000012,0.1110408170000027,0.0590378300000793,0.0580433079999238
118673,NODE,openml__musk__3950,openml__musk__3950__fold_2,default,binary,0.0140164472072202,0.0140930280921924,0.0139797753082926,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,238.46077454600004,0.4709171819999938,0.0645536819999961,0.0639368999999305
131356,RandomForest,openml__musk__3950,openml__musk__3950__fold_2,random_8_s0,binary,0.0205144964511308,0.0301227845953387,0.030602723625689,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.8460129230000035,0.1186342179999968,0.0481319580000132,0.0496039320000107
139235,SAINT,openml__musk__3950,openml__musk__3950__fold_2,random_2_s0,binary,0.0008472962857727,0.0033831200784736,0.0157490085613257,1.0,1.0,0.999824302480849,0.9996210685865858,0.9984848484848484,0.993939393939394,0.9996210685865858,0.9984848484848484,0.993939393939394,4518.907281641994,0.8721736910083564,0.1821926109987544,0.1831451210018713
150042,STG,openml__musk__3950,openml__musk__3950__fold_2,default,binary,0.0069639511294409,0.0038978621034347,0.008293744565019,0.9999953168624632,1.0,1.0,0.9988632057597576,1.0,0.996969696969697,0.9988632057597576,1.0,0.996969696969697,67.783907941,0.0792309729999942,0.0106330030000094,0.0107645209999986
161818,SVM,openml__musk__3950,openml__musk__3950__fold_2,random_10_s0,binary,0.0004211484082259,0.0007048329176905,0.0005520312579413,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.7505271,0.5565020179999465,0.0702821720000201,0.0698874310000974
173636,TabNet,openml__musk__3950,openml__musk__3950__fold_2,default,binary,2.059448189596531e-06,2.745938922029981e-06,1.9633528743584653e-06,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,143.20422578400002,0.5912833889999547,0.0819683760000202,0.0818299829999773
201993,VIME,openml__musk__3950,openml__musk__3950__fold_2,random_14_s0,binary,0.0037985454942014,0.008422334558368,0.0198035802063151,0.9999975206918924,0.999982430248085,0.999824302480849,0.9992421371731716,0.996969696969697,0.9893939393939394,0.9992421371731716,0.996969696969697,0.9893939393939394,99.17160769199836,0.1104982750002818,0.0573174909986846,0.0549878149977303
216708,XGBoost,openml__musk__3950,openml__musk__3950__fold_2,default,binary,0.095327028326405,0.0953270284289663,0.0953270284289663,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.6492072430000002,0.052216166,0.0083965619999997,0.0078000309999994
229767,rtdl_FTTransformer,openml__musk__3950,openml__musk__3950__fold_2,default,binary,2.149402291211378e-05,2.1526849151555464e-05,2.154437062899612e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,48.891573399,1.2282270339999857,0.6776846250000119,0.7687874729999749
244176,rtdl_MLP,openml__musk__3950,openml__musk__3950__fold_2,default,binary,2.3558678763047288e-05,0.0001360692278415,9.271460602605404e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,23.430758006000005,0.1152498940000015,0.0544350699999967,0.0550124290000013
258828,rtdl_ResNet,openml__musk__3950,openml__musk__3950__fold_2,default,binary,1.6857815474403985e-05,1.8989629944986644e-05,3.10270313779709e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,35.562647999,0.1351770280000011,0.0578344240000063,0.057705528999989
10558,CatBoost,openml__nomao__9977,openml__nomao__9977__fold_0,random_8_s0,binary,0.0462629051606725,0.0826764113354252,0.0856191525184005,0.998825306564543,0.9948859208187806,0.9943792106922288,0.988139712016249,0.967798085291558,0.9672178706121264,0.988139712016249,0.967798085291558,0.9672178706121264,15.393589570000016,1.6088895890000003,0.1813270879999891,0.1440790980000201
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59094,KNN,openml__nomao__9977,openml__nomao__9977__fold_0,random_15_s0,binary,0.1057200780559229,0.2406973653875171,0.3105838967131793,0.9915399920054672,0.9852645490645632,0.981278201941581,0.9552065576148852,0.9501015375689004,0.9422686393965768,0.9552065576148852,0.9501015375689004,0.9422686393965768,2.137357854000584,442.1833752489984,55.01860988599947,50.68357731699871
73833,LightGBM,openml__nomao__9977,openml__nomao__9977__fold_0,random_15_s0,binary,0.0001346140337206,0.1290860779536178,0.1462227998704462,0.9999999806583884,0.9965118532660914,0.9959815843590836,0.9999274600123318,0.9750507687844504,0.9759210908035972,0.9999274600123318,0.9750507687844504,0.9759210908035972,22.979109095000013,1.011933460000023,0.1672430789999452,0.1473326539999107
88734,LinearModel,openml__nomao__9977,openml__nomao__9977__fold_0,default,binary,0.1280797705068142,0.1324198088120618,0.1362696548854665,0.987584870991451,0.986963262916122,0.9861585613420082,0.948315258786406,0.9451697127937336,0.9457499274731652,0.948315258786406,0.9451697127937336,0.9457499274731652,0.5649027719999999,0.2791191350000002,0.1377724009999994,0.1392225710000003
103809,MLP,openml__nomao__9977,openml__nomao__9977__fold_0,random_29_s0,binary,0.0774382679053288,0.1024731918380858,0.1117346796618797,0.9956496170360912,0.9919058006573008,0.9909910579008347,0.9700409850930324,0.9605454017986657,0.9541630403249204,0.9700409850930324,0.9605454017986657,0.9541630403249204,67.90890262000175,0.3526816740013601,0.1014640819994383,0.0979278890008572
118674,NODE,openml__nomao__9977,openml__nomao__9977__fold_0,default,binary,0.102320238910914,0.1210999527493827,0.1329704019199697,0.993089145487602,0.9911963366005928,0.9887901924086232,0.9700772550868666,0.9585146504206556,0.9535828256454888,0.9700772550868666,0.9585146504206556,0.9535828256454888,286.046280045,2.287772658999984,0.2926306499999782,0.2920962039999608
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150074,STG,openml__nomao__9977,openml__nomao__9977__fold_0,random_2_s0,binary,0.1234970838481923,0.1290475150241595,0.1385052836556036,0.988629621033358,0.9877207668232256,0.9860257006954968,0.9499836785027748,0.948651000870322,0.9460400348128808,0.9499836785027748,0.948651000870322,0.9460400348128808,439.3431592020006,0.3369488790012838,0.0449889660012559,0.0435650519993942
161854,SVM,openml__nomao__9977,openml__nomao__9977__fold_0,random_3_s0,binary,0.0781088819802922,0.1015797239759206,0.102828545733018,0.995206868206259,0.9921443504723576,0.9921364652136168,0.97196329476624,0.9605454017986657,0.9579344357412244,0.97196329476624,0.9605454017986657,0.9579344357412244,218.15099812400047,37.07277311500002,4.552365888000168,4.534657164999771
173658,TabNet,openml__nomao__9977,openml__nomao__9977__fold_0,default,binary,0.0708497137930938,0.093785834857427,0.1027582751366833,0.996269589828891,0.9935086409876828,0.9923741289788052,0.9724710746799172,0.962866260516391,0.9611256164780968,0.9724710746799172,0.962866260516391,0.9611256164780968,577.7153012690001,3.2818227039999783,0.4028674489999275,0.4238594519999878
202022,VIME,openml__nomao__9977,openml__nomao__9977__fold_0,random_6_s0,binary,0.0779375409039989,0.1247270996574393,0.1399436263001187,0.9954339419493764,0.9877549926393876,0.9863058633631402,0.9704036850313736,0.9530026109660574,0.9501015375689004,0.9704036850313736,0.9530026109660574,0.9501015375689004,545.0223590710011,0.3445948439984931,0.0896587450006336,0.0902853939987835
216742,XGBoost,openml__nomao__9977,openml__nomao__9977__fold_0,random_13_s0,binary,0.0069524239783932,0.0779087819416256,0.0763202305531891,0.9999996518509924,0.9960190839852046,0.9960653443318842,0.9998911900184976,0.9721496953872932,0.9750507687844504,0.9998911900184976,0.9721496953872932,0.9750507687844504,1.4353501429999935,0.3284573680000449,0.0571835840000289,0.0488754919999792
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22522,DANet,openml__pc3__3903,openml__pc3__3903__fold_0,random_13_s0,binary,0.2720150896023292,0.2771309097274781,0.2997312824309293,0.8512767618198038,0.8927304964539009,0.8058510638297872,0.900720576461169,0.910828025477707,0.8853503184713376,0.900720576461169,0.910828025477707,0.8853503184713376,84.10122958600004,0.187524356000722,0.0581835379998665,0.0589091759993607
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202599,VIME,openml__pc3__3903,openml__pc3__3903__fold_0,default,binary,0.4229101241350746,0.4206211312650258,0.4265694032263034,0.3037083240410347,0.2579787234042553,0.3271276595744681,0.8975180144115292,0.8980891719745223,0.8980891719745223,0.8975180144115292,0.8980891719745222,0.8980891719745222,25.735290328,0.0548659979999968,0.0451361510000012,0.0465631729999955
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104546,MLP,openml__pc3__3903,openml__pc3__3903__fold_1,random_17_s0,binary,0.2777038574998266,0.263028940676406,0.2618331712000309,0.8003282504460303,0.8315602836879433,0.8568262411347518,0.8935148118494796,0.9044585987261148,0.8853503184713376,0.8935148118494796,0.9044585987261148,0.8853503184713376,12.085568129999956,0.0469747060001282,0.042941674000076,0.0415526839999529
118886,NODE,openml__pc3__3903,openml__pc3__3903__fold_1,default,binary,0.3912554633937137,0.3952467406441451,0.3893575268756052,0.2791836251115075,0.2278368794326241,0.2287234042553191,0.8975180144115292,0.8980891719745223,0.8980891719745223,0.8975180144115292,0.8980891719745222,0.8980891719745222,54.06381025499999,0.143635611999997,0.0223159550000104,0.021459938999996
132125,RandomForest,openml__pc3__3903,openml__pc3__3903__fold_1,random_25_s0,binary,0.0906442054490445,0.2254110047879486,0.2287140143210353,0.99958533117752,0.8945035460992907,0.8940602836879434,0.9839871897518014,0.9171974522292994,0.8853503184713376,0.9839871897518014,0.9171974522292994,0.8853503184713376,0.3062906290000029,0.0495551930000033,0.0457384930000017,0.0294830759999982
139513,SAINT,openml__pc3__3903,openml__pc3__3903__fold_1,default,binary,0.2358625267959088,0.2304342891694681,0.2279898830034004,0.8789097346119535,0.8652482269503545,0.913563829787234,0.8975180144115292,0.8980891719745223,0.8980891719745223,0.8975180144115292,0.8980891719745222,0.8980891719745222,415.839316952,0.1563224779999927,0.0801266080000004,0.0821467499999926
150654,STG,openml__pc3__3903,openml__pc3__3903__fold_1,default,binary,0.3211864612465672,0.3133709103011401,0.3184335048838406,0.6484235615521855,0.7163120567375887,0.6496010638297873,0.8975180144115292,0.8980891719745223,0.8980891719745223,0.8975180144115292,0.8980891719745222,0.8980891719745222,16.825548718,0.0062879189999947,0.0015558970000029,0.0014056130000028
162450,SVM,openml__pc3__3903,openml__pc3__3903__fold_1,default,binary,0.3323527711144959,0.3309039318717721,0.3315291819871458,0.2701445417038358,0.2229609929078014,0.214095744680851,0.8975180144115292,0.8980891719745223,0.8980891719745223,0.8975180144115292,0.8980891719745222,0.8980891719745222,0.383999111,0.1065378919999999,0.0128274609999996,0.0097094519999996
174215,TabNet,openml__pc3__3903,openml__pc3__3903__fold_1,random_9_s0,binary,0.4159594833920979,0.278950519468372,0.3140442099951351,0.682360197368421,0.7960992907801419,0.785904255319149,0.8791032826261009,0.9171974522292994,0.89171974522293,0.8791032826261009,0.9171974522292994,0.89171974522293,54.20974321899985,0.2129105740000341,0.0429608760000519,0.0425994410002203
202629,VIME,openml__pc3__3903,openml__pc3__3903__fold_1,default,binary,0.4106681244887764,0.4039337980519434,0.4148137897822507,0.7037487455396967,0.7269503546099291,0.7734929078014184,0.8967173738991193,0.8980891719745223,0.89171974522293,0.8967173738991193,0.8980891719745222,0.89171974522293,22.945650396999994,0.0492376780000043,0.0417629379999979,0.04320637
217492,XGBoost,openml__pc3__3903,openml__pc3__3903__fold_1,random_13_s0,binary,0.0264023017972956,0.2232127636326269,0.2554600037891858,0.9998954616413918,0.8865248226950356,0.875,0.9959967974379504,0.929936305732484,0.910828025477707,0.9959967974379504,0.929936305732484,0.910828025477707,0.1963818840000009,0.0033180450000003,0.0047296369999969,0.0008425950000017
230379,rtdl_FTTransformer,openml__pc3__3903,openml__pc3__3903__fold_1,default,binary,0.2794944310103736,0.2673815749051749,0.265061331995923,0.793582041703836,0.8417553191489362,0.8475177304964538,0.8983186549239391,0.8980891719745223,0.8980891719745223,0.8983186549239391,0.8980891719745222,0.8980891719745222,12.729792150999998,0.0986798190000044,0.0518143939999973,0.0504246759999986
244956,rtdl_MLP,openml__pc3__3903,openml__pc3__3903__fold_1,default,binary,0.3238662768682219,0.3180149269088744,0.3223746288332125,0.6998459801516503,0.6985815602836879,0.714095744680851,0.8983186549239391,0.8980891719745223,0.8980891719745223,0.8983186549239391,0.8980891719745222,0.8980891719745222,8.366889252,0.0475645440000001,0.0449935239999987,0.0439029280000013
259599,rtdl_ResNet,openml__pc3__3903,openml__pc3__3903__fold_1,default,binary,0.3153289280133881,0.3074231497041739,0.3072791308828979,0.770764802631579,0.8147163120567377,0.8546099290780143,0.8967173738991193,0.8980891719745223,0.8980891719745223,0.8967173738991193,0.8980891719745222,0.8980891719745222,7.058961199000002,0.0532422060000001,0.0439650329999992,0.0435706420000023
11318,CatBoost,openml__pc3__3903,openml__pc3__3903__fold_2,random_17_s0,binary,0.1566317186430599,0.2194716264838234,0.2393309632884887,0.9635834447415328,0.8779017857142858,0.8763297872340425,0.948,0.9166666666666666,0.8980891719745223,0.948,0.9166666666666666,0.8980891719745222,1.20573238099999,0.0138031959999977,0.0077098120000016,0.0033175240000105
22579,DANet,openml__pc3__3903,openml__pc3__3903__fold_2,random_10_s0,binary,0.2694677127250092,0.2816536798312042,0.2768938993415232,0.8730886530748663,0.8477678571428572,0.8528368794326241,0.8984,0.9102564102564102,0.8662420382165605,0.8984,0.9102564102564102,0.8662420382165607,53.966953631999786,0.127513633000035,0.0395356640001409,0.0391481139999996
37434,DecisionTree,openml__pc3__3903,openml__pc3__3903__fold_2,default,binary,0.2277527344836872,0.2790115100532732,0.7154870426677936,0.866940313057041,0.7959821428571429,0.7938829787234043,0.9088,0.903846153846154,0.8853503184713376,0.9088,0.903846153846154,0.8853503184713376,0.0207205789999997,0.0005245399999997,0.000232505,0.0001866279999997
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74540,LightGBM,openml__pc3__3903,openml__pc3__3903__fold_2,random_3_s0,binary,0.0055375033022527,0.5415842434375001,0.563348042865636,0.9999408143939394,0.8261160714285715,0.8417553191489363,0.9968,0.9294871794871796,0.9171974522292994,0.9968,0.9294871794871796,0.9171974522292994,0.2873402499999997,0.0085609259999994,0.0015869410000011,0.0015303339999999
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104587,MLP,openml__pc3__3903,openml__pc3__3903__fold_2,random_27_s0,binary,0.3080343769910246,0.3024646360977385,0.3358491532849894,0.765377813057041,0.7361607142857144,0.7788120567375887,0.8984,0.9166666666666666,0.8535031847133758,0.8984,0.9166666666666666,0.8535031847133757,12.322642474999611,0.0539799120001589,0.0475376889999097,0.0491507179999644
118903,NODE,openml__pc3__3903,openml__pc3__3903__fold_2,default,binary,0.3877116707205772,0.3946034250160058,0.3923967273751642,0.2866776682263814,0.1732142857142857,0.2273936170212766,0.8976,0.8974358974358975,0.8980891719745223,0.8976,0.8974358974358975,0.8980891719745222,54.80556732799998,0.096168576999986,0.0187534340000183,0.0178467839999996
132154,RandomForest,openml__pc3__3903,openml__pc3__3903__fold_2,random_24_s0,binary,0.081574453656655,0.2409432986500448,0.2319889334431626,0.999829406194296,0.8857142857142857,0.8940602836879433,0.9928,0.9230769230769232,0.910828025477707,0.9928,0.9230769230769232,0.910828025477707,0.3736259000000004,0.0714444820000039,0.042829851999997,0.045107643999998
139517,SAINT,openml__pc3__3903,openml__pc3__3903__fold_2,default,binary,0.2428796118799597,0.2660251213685394,0.2408052849617436,0.8621671680035651,0.8241071428571428,0.8630319148936171,0.8984,0.8974358974358975,0.9044585987261148,0.8984,0.8974358974358975,0.9044585987261148,268.00649058299985,0.1602924349999739,0.0945099030000164,0.0938933539998743
150684,STG,openml__pc3__3903,openml__pc3__3903__fold_2,default,binary,0.3268150193452835,0.326734798005185,0.3225416060371004,0.5843917112299466,0.6116071428571429,0.6560283687943262,0.8976,0.8974358974358975,0.8980891719745223,0.8976,0.8974358974358975,0.8980891719745222,18.019596639,0.0063125429999999,0.0013701319999981,0.0013508629999989
162484,SVM,openml__pc3__3903,openml__pc3__3903__fold_2,random_13_s0,binary,0.2884202060733203,0.2481323619474604,0.2927589769964079,0.7987027907754012,0.8535714285714286,0.7890070921985817,0.8992,0.9102564102564102,0.9044585987261148,0.8992000000000001,0.9102564102564102,0.9044585987261148,22.60622260200012,0.1029897000000801,0.0146914759998253,0.0105762610000965
174243,TabNet,openml__pc3__3903,openml__pc3__3903__fold_2,random_7_s0,binary,0.3503202454130206,0.2856289592728821,0.3453981709731114,0.7817722259358288,0.8292410714285714,0.7761524822695035,0.8944,0.9230769230769232,0.8662420382165605,0.8944,0.9230769230769232,0.8662420382165607,20.011887534000152,0.1263660899999195,0.0249738290001459,0.0243013859999337
202659,VIME,openml__pc3__3903,openml__pc3__3903__fold_2,default,binary,0.3973522975423213,0.3942663873283145,0.3827045738554684,0.7587385806595366,0.8058035714285714,0.8470744680851063,0.896,0.8974358974358975,0.8980891719745223,0.8960000000000001,0.8974358974358975,0.8980891719745222,22.420453832,0.0499723100000011,0.0417623160000033,0.0421201229999894
217519,XGBoost,openml__pc3__3903,openml__pc3__3903__fold_2,random_10_s0,binary,0.0373062793082557,0.2314320387279925,0.2196722468123979,0.9999338513814616,0.8814732142857142,0.9046985815602836,0.9968,0.9166666666666666,0.929936305732484,0.9968,0.9166666666666666,0.929936305732484,0.2055077790000012,0.006201782999998,0.0008694369999986,0.0008386410000014
230409,rtdl_FTTransformer,openml__pc3__3903,openml__pc3__3903__fold_2,default,binary,0.2945252322230488,0.2591742493289833,0.2847036707962442,0.7579413157308377,0.8812500000000001,0.8235815602836879,0.8976,0.8974358974358975,0.8980891719745223,0.8976,0.8974358974358975,0.8980891719745222,17.37484566,0.0955322400000042,0.0509850400000004,0.0509258140000028
244986,rtdl_MLP,openml__pc3__3903,openml__pc3__3903__fold_2,default,binary,0.3000753849342523,0.3339324904540014,0.3116800186300658,0.7333966967468806,0.7232142857142857,0.6666666666666666,0.8984,0.8974358974358975,0.8980891719745223,0.8984,0.8974358974358975,0.8980891719745222,8.668940500999998,0.0498894360000008,0.0430809899999999,0.0432824789999983
259629,rtdl_ResNet,openml__pc3__3903,openml__pc3__3903__fold_2,default,binary,0.2918034632951021,0.2676957580977334,0.2828285074347903,0.7854730670677361,0.8602678571428571,0.8231382978723404,0.8976,0.8974358974358975,0.8980891719745223,0.8976,0.8974358974358975,0.8980891719745222,10.389130858,0.0528188589999985,0.044815020999998,0.0454972799999993
11346,CatBoost,openml__pc4__3902,openml__pc4__3902__fold_0,random_15_s0,binary,0.1486355964002592,0.2473395320456807,0.1820210521514627,0.9778347821302816,0.8967013888888888,0.947048611111111,0.9331046312178388,0.8835616438356164,0.9178082191780822,0.9331046312178388,0.8835616438356163,0.9178082191780822,0.600108237000029,0.0104763949999551,0.0041845179999882,0.0029360429999769
22611,DANet,openml__pc4__3902,openml__pc4__3902__fold_0,random_12_s0,binary,0.1587563512220347,0.1978212546473087,0.1787446773374717,0.9665149097711268,0.9375,0.9418402777777778,0.9236706689536878,0.9246575342465754,0.9383561643835616,0.9236706689536878,0.9246575342465754,0.9383561643835616,124.4562582690005,0.1281056019997777,0.0378872860001138,0.0372705429999769
37466,DecisionTree,openml__pc4__3902,openml__pc4__3902__fold_0,random_11_s0,binary,0.2105012562602437,0.5010290326890064,0.2012979295277136,0.9135329555457746,0.8546006944444445,0.9127604166666669,0.9056603773584906,0.8767123287671232,0.9178082191780822,0.9056603773584906,0.8767123287671232,0.9178082191780822,0.0199080409999998,0.0007913720000001,0.001341633,0.0006541259999996
59829,KNN,openml__pc4__3902,openml__pc4__3902__fold_0,default,binary,0.272741018829177,2.1225809750725264,1.673210601989192,0.8390116087147887,0.49609375,0.5859374999999999,0.8816466552315609,0.8767123287671232,0.8561643835616438,0.8816466552315609,0.8767123287671232,0.8561643835616438,0.0045439200000001,0.0613197439999999,0.0525596949999997,0.019350245
74570,LightGBM,openml__pc4__3902,openml__pc4__3902__fold_0,random_3_s0,binary,0.0022961138153707,0.4297165351862234,0.4036675442337316,0.9999931227992958,0.9027777777777778,0.9379340277777778,0.9991423670668954,0.910958904109589,0.8835616438356164,0.9991423670668954,0.910958904109589,0.8835616438356163,0.2327212599999999,0.0068472719999999,0.0032443230000005,0.0014206659999995
89454,LinearModel,openml__pc4__3902,openml__pc4__3902__fold_0,default,binary,0.3145896551626075,0.3778773057342364,0.292676925319609,0.8012901628521126,0.6940104166666666,0.8515625,0.8902229845626072,0.8424657534246576,0.8904109589041096,0.8902229845626072,0.8424657534246577,0.8904109589041096,0.0442391419999999,0.0031300419999999,0.000949646,0.000464757
104600,MLP,openml__pc4__3902,openml__pc4__3902__fold_0,random_11_s0,binary,0.2982948884269568,0.2949412814922691,0.2829247424836136,0.8358962367957745,0.8120659722222222,0.8650173611111112,0.8584905660377359,0.8972602739726028,0.8698630136986302,0.8584905660377359,0.8972602739726028,0.8698630136986303,11.52554725899995,0.0445047780000322,0.0411376160000145,0.0399180890000252
118920,NODE,openml__pc4__3902,openml__pc4__3902__fold_0,default,binary,0.4028750345954355,0.4095075588724384,0.4120693423160135,0.5589719960387325,0.44921875,0.4605034722222222,0.8782161234991424,0.8767123287671232,0.8767123287671232,0.8782161234991424,0.8767123287671232,0.8767123287671232,54.435357838,0.0959656550000005,0.0182713589999963,0.0180439590000034
132169,RandomForest,openml__pc4__3902,openml__pc4__3902__fold_0,random_10_s0,binary,0.1173158879514199,0.6918644322777108,0.6660480997652399,0.9897185849471832,0.8391927083333334,0.870876736111111,0.96483704974271,0.8972602739726028,0.8835616438356164,0.96483704974271,0.8972602739726028,0.8835616438356163,0.0571674470000012,0.0188436009999968,0.0157147880000003,0.0203006019999989
139522,SAINT,openml__pc4__3902,openml__pc4__3902__fold_0,random_1_s0,binary,0.2211388794054154,0.2338012867860937,0.2420387921685612,0.921627420774648,0.8893229166666667,0.9166666666666669,0.8782161234991424,0.8767123287671232,0.8767123287671232,0.8782161234991424,0.8767123287671232,0.8767123287671232,328.76867069100035,0.183229322000443,0.0916100939998614,0.1095579759999054
150714,STG,openml__pc4__3902,openml__pc4__3902__fold_0,default,binary,0.3879364487039337,0.3803599900183306,0.3664213288894357,0.6583200374119718,0.6840277777777777,0.7367621527777778,0.8782161234991424,0.8767123287671232,0.8767123287671232,0.8782161234991424,0.8767123287671232,0.8767123287671232,16.2166694,0.0063420339999993,0.0013030399999998,0.0012288320000024
162511,SVM,openml__pc4__3902,openml__pc4__3902__fold_0,random_10_s0,binary,0.3711015809356,0.3740490309118198,0.3739096196750346,0.0786201584507042,0.134548611111111,0.0386284722222222,0.8782161234991424,0.8767123287671232,0.8767123287671232,0.8782161234991424,0.8767123287671232,0.8767123287671232,86.51274396699955,0.1112186020000081,0.0152721800004655,0.0151725729992904
174247,TabNet,openml__pc4__3902,openml__pc4__3902__fold_0,random_10_s0,binary,0.1627222231026211,0.1969887042748362,0.2321479153058115,0.9598784110915494,0.9422743055555556,0.9144965277777778,0.9262435677530018,0.910958904109589,0.8835616438356164,0.9262435677530018,0.910958904109589,0.8835616438356163,56.02587982199975,0.1924051569999392,0.0392953149998902,0.0400627260000874
202689,VIME,openml__pc4__3902,openml__pc4__3902__fold_0,default,binary,0.3889029162399164,0.3883754973146707,0.3708837942462669,0.5884270466549295,0.5690104166666666,0.6953125,0.8782161234991424,0.8767123287671232,0.8767123287671232,0.8782161234991424,0.8767123287671232,0.8767123287671232,25.486939537,0.0520013459999972,0.0415012989999965,0.0435118079999981
217560,XGBoost,openml__pc4__3902,openml__pc4__3902__fold_0,random_20_s0,binary,0.0184311053363791,0.2539477827638322,0.2354268358921877,0.9999931227992958,0.9292534722222222,0.927517361111111,0.9991423670668954,0.8904109589041096,0.910958904109589,0.9991423670668954,0.8904109589041096,0.910958904109589,0.1803729049999987,0.005371144999998,0.0008381889999995,0.0008131250000005
230461,rtdl_FTTransformer,openml__pc4__3902,openml__pc4__3902__fold_0,random_2_s0,binary,0.1583240010928782,0.2109709454822746,0.1682307946996855,0.962127255721831,0.9331597222222222,0.953125,0.9219554030874786,0.8972602739726028,0.9315068493150684,0.9219554030874784,0.8972602739726028,0.9315068493150684,23.919581804000018,0.0941889409999703,0.0510461439999971,0.0533076840000035
245016,rtdl_MLP,openml__pc4__3902,openml__pc4__3902__fold_0,default,binary,0.3273687936142265,0.3547438792289512,0.3223502601147206,0.753510810959507,0.7198350694444444,0.7734375,0.8799313893653516,0.8767123287671232,0.8767123287671232,0.8799313893653516,0.8767123287671232,0.8767123287671232,9.103063621,0.0466840200000007,0.0425332699999998,0.0423285350000011
259674,rtdl_ResNet,openml__pc4__3902,openml__pc4__3902__fold_0,random_23_s0,binary,0.2936259374595104,0.3021441433420851,0.2892791982102272,0.8414323833626761,0.8094618055555556,0.8585069444444444,0.8790737564322469,0.8904109589041096,0.8767123287671232,0.8790737564322469,0.8904109589041096,0.8767123287671232,10.739082338000117,0.0549985540001216,0.0521115829997143,0.0510667509997802
11387,CatBoost,openml__pc4__3902,openml__pc4__3902__fold_1,random_25_s0,binary,0.0323944500030644,0.1646562078664001,0.2657280733434951,0.999996561399648,0.967013888888889,0.9131944444444444,0.9991423670668954,0.9178082191780822,0.863013698630137,0.9991423670668954,0.9178082191780822,0.863013698630137,1.2920981780000034,0.0109022240000058,0.0047996199999715,0.0033174860000144
22639,DANet,openml__pc4__3902,openml__pc4__3902__fold_1,random_10_s0,binary,0.1279379372822036,0.1909183064529154,0.2937327527980835,0.9753005336707748,0.953125,0.9105902777777776,0.9391080617495712,0.9383561643835616,0.8904109589041096,0.9391080617495712,0.9383561643835616,0.8904109589041096,84.87477284000033,0.1217574709999098,0.0365561999997225,0.0361879989995941
37522,DecisionTree,openml__pc4__3902,openml__pc4__3902__fold_1,random_8_s0,binary,0.0376294890509402,1.972071677496683,3.600656864419284,0.997441681338028,0.8289930555555556,0.7109375,0.9802744425385936,0.9178082191780822,0.8767123287671232,0.9802744425385936,0.9178082191780822,0.8767123287671232,0.0649501079999996,0.0110076700000005,0.0005155539999996,0.0022927939999997
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74583,LightGBM,openml__pc4__3902,openml__pc4__3902__fold_1,random_15_s0,binary,0.0450863673673622,0.1767309641188839,0.298147114781887,0.9999828069982396,0.960503472222222,0.8971354166666667,0.9982847341337908,0.9246575342465754,0.8698630136986302,0.9982847341337908,0.9246575342465754,0.8698630136986303,0.4854774689999992,0.0043596519999979,0.0009628309999989,0.0009418120000006
89484,LinearModel,openml__pc4__3902,openml__pc4__3902__fold_1,default,binary,0.3097724795125952,0.4002489632306312,0.4002252673486784,0.8048835002200704,0.8151041666666667,0.67578125,0.8953687821612349,0.8493150684931506,0.8561643835616438,0.8953687821612349,0.8493150684931505,0.8561643835616438,0.0187739269999998,0.0012382080000001,0.0004796360000001,0.0003048209999998
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118937,NODE,openml__pc4__3902,openml__pc4__3902__fold_1,default,binary,0.401545211992276,0.4049962325251265,0.4082362351760472,0.5948537907130282,0.5269097222222222,0.4930555555555555,0.8782161234991424,0.8767123287671232,0.8767123287671232,0.8782161234991424,0.8767123287671232,0.8767123287671232,51.518651865,0.094546704999999,0.018110925000002,0.0179353980000058
132215,RandomForest,openml__pc4__3902,openml__pc4__3902__fold_1,random_25_s0,binary,0.0799030387857956,0.1880069206538114,0.2336363406803192,0.999941543794014,0.9600694444444444,0.9166666666666669,0.9939965694682676,0.9178082191780822,0.863013698630137,0.9939965694682676,0.9178082191780822,0.863013698630137,0.2621158359999995,0.0357010979999969,0.0451796939999979,0.0328818039999987
139528,SAINT,openml__pc4__3902,openml__pc4__3902__fold_1,random_3_s0,binary,0.1895795479857973,0.1919844446152779,0.2357406917799225,0.943820147447183,0.9383680555555556,0.8923611111111112,0.904802744425386,0.8904109589041096,0.8561643835616438,0.904802744425386,0.8904109589041096,0.8561643835616438,388.4681850729994,0.211040120000689,0.0975796929997159,0.100757746000454
150745,STG,openml__pc4__3902,openml__pc4__3902__fold_1,random_10_s0,binary,0.320678043244111,0.325786501634866,0.3385166400367368,0.7992579500440141,0.78515625,0.7547743055555556,0.8867924528301887,0.8835616438356164,0.863013698630137,0.8867924528301887,0.8835616438356163,0.863013698630137,19.687290932,0.0095309180001095,0.0019434240000464,0.0020809289999306
162540,SVM,openml__pc4__3902,openml__pc4__3902__fold_1,default,binary,0.3634974353162858,0.3734812416695928,0.4062145755693622,0.4835119113116196,0.5238715277777778,0.3402777777777778,0.8807890222984562,0.8767123287671232,0.8698630136986302,0.8807890222984562,0.8767123287671232,0.8698630136986303,0.6700353859999999,0.1198010920000003,0.015866103,0.0157220729999996
174295,TabNet,openml__pc4__3902,openml__pc4__3902__fold_1,random_27_s0,binary,0.204892521085528,0.1436460527192625,0.4849473604721874,0.9428195147447184,0.9670138888888888,0.8111979166666667,0.9065180102915952,0.9315068493150684,0.8424657534246576,0.9065180102915952,0.9315068493150684,0.8424657534246577,9.72067059999972,0.0509685019987955,0.0099858359990321,0.0098439320008765
202719,VIME,openml__pc4__3902,openml__pc4__3902__fold_1,default,binary,0.3631831890151406,0.3831251678168646,0.3667344308158459,0.647278691681338,0.58203125,0.6345486111111112,0.8782161234991424,0.8767123287671232,0.8767123287671232,0.8782161234991424,0.8767123287671232,0.8767123287671232,21.346174244,0.043085977000004,0.0365915990000047,0.0385724850000031
217599,XGBoost,openml__pc4__3902,openml__pc4__3902__fold_1,random_29_s0,binary,0.0141269407302304,0.1973308742093002,0.3183273533676122,0.999996561399648,0.955295138888889,0.9127604166666666,0.9991423670668954,0.9246575342465754,0.8767123287671232,0.9991423670668954,0.9246575342465754,0.8767123287671232,0.2506455169999952,0.0050884630000069,0.0009356599999961,0.000905626000005
230483,rtdl_FTTransformer,openml__pc4__3902,openml__pc4__3902__fold_1,random_22_s0,binary,0.1656893549203844,0.1553537631487116,0.2370111265272374,0.9570484430017604,0.9639756944444444,0.9075520833333331,0.9219554030874786,0.9246575342465754,0.863013698630137,0.9219554030874784,0.9246575342465754,0.863013698630137,24.9709945110003,0.0993291520003367,0.0700113369998689,0.065156006000052
245046,rtdl_MLP,openml__pc4__3902,openml__pc4__3902__fold_1,default,binary,0.3670996585899893,0.3818747969488668,0.3768838850959934,0.7212017220510563,0.7302517361111112,0.6916232638888888,0.8782161234991424,0.8767123287671232,0.8767123287671232,0.8782161234991424,0.8767123287671232,0.8767123287671232,6.684439406000001,0.0487601319999981,0.0397745870000001,0.0408385879999997
259689,rtdl_ResNet,openml__pc4__3902,openml__pc4__3902__fold_1,default,binary,0.3006683528976631,0.3060590070991279,0.3212284268827292,0.8433064205545775,0.8424479166666667,0.7795138888888888,0.8799313893653516,0.8767123287671232,0.8767123287671232,0.8799313893653516,0.8767123287671232,0.8767123287671232,9.953317158999996,0.0508508919999997,0.0441932750000013,0.0434896030000011
11406,CatBoost,openml__pc4__3902,openml__pc4__3902__fold_2,random_15_s0,binary,0.0805262876166055,0.1259031308018454,0.1728294432366833,0.9980331205985916,0.9822048611111112,0.9557291666666666,0.9828473413379074,0.9315068493150684,0.910958904109589,0.9828473413379074,0.9315068493150684,0.910958904109589,1.126104994000002,0.0140659350000191,0.0070123069999681,0.0032319199999619
22675,DANet,openml__pc4__3902,openml__pc4__3902__fold_2,random_16_s0,binary,0.1787915620027231,0.2668595194482191,0.2244357955849172,0.9490536971830984,0.9279513888888888,0.9201388888888888,0.9125214408233276,0.9246575342465754,0.9041095890410958,0.9125214408233276,0.9246575342465754,0.9041095890410958,46.49630774100115,0.1079821100011031,0.0338666440002271,0.0336158540012547
37550,DecisionTree,openml__pc4__3902,openml__pc4__3902__fold_2,random_6_s0,binary,0.0652758458165294,2.4261020618618763,2.194639958296835,0.9906779544454224,0.820529513888889,0.8706597222222222,0.9596912521440824,0.9041095890410958,0.8904109589041096,0.9596912521440824,0.9041095890410958,0.8904109589041096,0.0343074669999996,0.0058608519999996,0.0009383419999995,0.0009004200000006
59890,KNN,openml__pc4__3902,openml__pc4__3902__fold_2,random_10_s0,binary,0.3133312494186827,0.5940679833248058,0.563318044857826,0.773987676056338,0.580078125,0.6729600694444444,0.8782161234991424,0.8767123287671232,0.8767123287671232,0.8782161234991424,0.8767123287671232,0.8767123287671232,0.0021803400000006,0.1041786820000005,0.0240786389999989,0.0244659769999984
74618,LightGBM,openml__pc4__3902,openml__pc4__3902__fold_2,random_1_s0,binary,0.0298968053333929,0.1479252511485119,0.1915590435120356,1.0,0.968315972222222,0.9539930555555556,1.0,0.952054794520548,0.910958904109589,1.0,0.952054794520548,0.910958904109589,0.3558598060000006,0.0061941480000005,0.0012648300000002,0.0011923250000007
89514,LinearModel,openml__pc4__3902,openml__pc4__3902__fold_2,default,binary,0.3219775562144174,0.3842488731405474,0.3924074117346924,0.7618425396126761,0.7239583333333333,0.7795138888888888,0.8910806174957119,0.9041095890410958,0.8767123287671232,0.8910806174957119,0.9041095890410958,0.8767123287671232,0.0680999239999997,0.0132489859999997,0.0003583150000001,0.0002549310000001
104685,MLP,openml__pc4__3902,openml__pc4__3902__fold_2,random_7_s0,binary,0.4655553834554601,0.4388983845706923,0.5301225283665509,0.686310244278169,0.6753472222222223,0.661892361111111,0.8747855917667239,0.8904109589041096,0.8698630136986302,0.8747855917667239,0.8904109589041096,0.8698630136986303,6.7634578140000485,0.0454719399999703,0.0402966479999804,0.0404728780000596
118954,NODE,openml__pc4__3902,openml__pc4__3902__fold_2,default,binary,0.4002544418181809,0.4051400198511881,0.4040497644510987,0.6157570422535211,0.6241319444444445,0.5447048611111112,0.8782161234991424,0.8767123287671232,0.8767123287671232,0.8782161234991424,0.8767123287671232,0.8767123287671232,51.60081224199999,0.0966767330000095,0.018438642999996,0.0181128419999936
132244,RandomForest,openml__pc4__3902,openml__pc4__3902__fold_2,random_24_s0,binary,0.0754177303565192,0.2196225264023833,0.1903354359805327,1.0,0.9294704861111112,0.9518229166666666,0.9957118353344768,0.8972602739726028,0.9041095890410958,0.9957118353344768,0.8972602739726028,0.9041095890410958,0.3422877209999981,0.0493021700000042,0.0656761050000014,0.0510180469999994
139531,SAINT,openml__pc4__3902,openml__pc4__3902__fold_2,random_2_s0,binary,0.1742134591786734,0.2071339254348996,0.2028894005181244,0.9547755281690142,0.9249131944444444,0.9331597222222222,0.9228130360205832,0.9041095890410958,0.8972602739726028,0.9228130360205832,0.9041095890410958,0.8972602739726028,339.08086399199965,0.1415768500010017,0.0950711820005381,0.0949292040004365
150774,STG,openml__pc4__3902,openml__pc4__3902__fold_2,default,binary,0.3578655548860186,0.3510527485496785,0.3630076580208866,0.6682232064260564,0.6922743055555556,0.6868489583333333,0.8782161234991424,0.8767123287671232,0.8767123287671232,0.8782161234991424,0.8767123287671232,0.8767123287671232,15.407537227,0.0056421749999984,0.001241671999999,0.0011857430000006
162587,SVM,openml__pc4__3902,openml__pc4__3902__fold_2,random_25_s0,binary,0.2494785074505356,0.3171198627125649,0.2639015615261157,0.9266409000880282,0.8654513888888888,0.9088541666666669,0.8893653516295026,0.8835616438356164,0.8972602739726028,0.8893653516295026,0.8835616438356163,0.8972602739726028,481.3946524599978,0.0784784699972078,0.0091078440018463,0.0090015960013261
174307,TabNet,openml__pc4__3902,openml__pc4__3902__fold_2,random_10_s0,binary,0.1828771166615832,0.1703894472420821,0.1869049164423871,0.9500646456866196,0.9657118055555556,0.9431423611111112,0.9142367066895368,0.9452054794520548,0.9041095890410958,0.9142367066895368,0.9452054794520548,0.9041095890410958,38.04476228900012,0.1955683039996074,0.0381714049999573,0.0397524350000821
202757,VIME,openml__pc4__3902,openml__pc4__3902__fold_2,random_17_s0,binary,0.3695337889319857,0.3596874763040918,0.3856289707290085,0.7077671104753521,0.6206597222222222,0.6605902777777778,0.8730703259005146,0.8835616438356164,0.8698630136986302,0.8730703259005146,0.8835616438356163,0.8698630136986303,17.99502074100019,0.0561287249997803,0.0493183529997622,0.0508584919998611
217619,XGBoost,openml__pc4__3902,openml__pc4__3902__fold_2,random_1_s0,binary,0.0991176332667187,0.1537563979828232,0.1775583450790903,0.9960868727992958,0.9774305555555556,0.954861111111111,0.9751286449399656,0.9383561643835616,0.8835616438356164,0.9751286449399656,0.9383561643835616,0.8835616438356163,0.2036008329999994,0.0045121809999999,0.0009191130000001,0.0008614329999998
230502,rtdl_FTTransformer,openml__pc4__3902,openml__pc4__3902__fold_2,random_12_s0,binary,0.1747160600378508,0.1891756718675287,0.1917776199303286,0.9555870378521129,0.9379340277777778,0.9474826388888888,0.9168096054888508,0.910958904109589,0.8835616438356164,0.9168096054888508,0.910958904109589,0.8835616438356163,19.351287555,0.1027053269999669,0.0560195739999471,0.0565124929999001
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245387,rtdl_MLP,openml__poker-hand__9890,openml__poker-hand__9890__fold_1,random_5_s0,classification,2.620481312865792,2.6198733363926947,2.6203754196499425,0.5466336612512653,0.5482777699173274,0.5444053956155247,0.923696992830549,0.9236983053823864,0.9236983053823864,0.8882694899141943,0.8882715928116931,0.8882715928116931,522.8427505439977,5.141887183999643,0.695372441001382,0.6901486559982004
11698,CatBoost,openml__poker-hand__9890,openml__poker-hand__9890__fold_2,random_8_s0,classification,0.3514221336125052,0.3604171498110954,0.3592032022141656,0.9146382717491812,0.9059503827089366,0.8516295686460874,0.9101849130556202,0.904537516707154,0.9063911571594424,0.9023549787276708,0.8949683798992016,0.897411668929672,17.184484717000032,3.604423386000235,0.3582799759997215,0.3504676550001022
60191,KNN,openml__poker-hand__9890,openml__poker-hand__9890__fold_2,default,classification,0.616837929942299,1.5955224403648045,1.5803287177084338,0.9217467713914236,0.620897437876549,0.6306108712642572,0.7120707506155435,0.6237500121950029,0.6264036448424893,0.6903634470336253,0.6004634092350477,0.6025837396337124,2.7640762930000164,856.6082388249997,111.004783117,111.03447884100024
104974,MLP,openml__poker-hand__9890,openml__poker-hand__9890__fold_2,random_4_s0,classification,2.563385480147189,2.564650717511036,2.56395637212853,0.5506089813478364,0.538243218105446,0.5556604660544757,0.923593335178846,0.9235714773514404,0.9236202573633427,0.8881740425190082,0.8881543497208438,0.8882000409207402,513.9682722819998,4.710275391000323,0.6470389889982471,0.6472978469973896
217992,XGBoost,openml__poker-hand__9890,openml__poker-hand__9890__fold_2,random_4_s0,classification,0.2203274579237742,0.2639971912711086,0.2629068023570614,0.980863803647014,0.7776760755593582,0.7781420225494884,0.9609759428882924,0.9386054770197364,0.9395518092506414,0.9568308242730033,0.9276886104721384,0.9294228541910916,28.5420335419999,53.95089327200003,6.700673751000068,6.811835605999931
245393,rtdl_MLP,openml__poker-hand__9890,openml__poker-hand__9890__fold_2,random_5_s0,classification,2.5792025535332863,2.5806352655949683,2.579764296749256,0.5322687026467465,0.543362027118393,0.5526626506594139,0.9236579687734372,0.9236690373752452,0.9236397693681038,0.8882333519815812,0.8882444894532265,0.8882173860423564,524.4324181100019,5.085781523997866,0.6889658170002804,0.7025683720021334
11720,CatBoost,openml__pollen__3735,openml__pollen__3735__fold_0,random_28_s0,binary,0.6805081298138355,0.6921660475379654,0.6982303243044812,0.6291901693884789,0.5294419257340242,0.4952909110535406,0.5834957764782326,0.5532467532467532,0.4935064935064935,0.5834957764782326,0.5532467532467532,0.4935064935064935,0.1124423560000025,0.0012355629999944,0.000629081999989,0.0005828860000036
22858,DANet,openml__pollen__3735,openml__pollen__3735__fold_0,random_2_s0,binary,0.6908234427014367,0.6928311744293609,0.6949565436932947,0.5042908651816325,0.5463352763385148,0.4914993523316062,0.51137102014295,0.5454545454545454,0.4831168831168831,0.51137102014295,0.5454545454545454,0.4831168831168831,168.45255508200012,0.2352130390002003,0.0348314759999084,0.0345335239999258
37825,DecisionTree,openml__pollen__3735,openml__pollen__3735__fold_0,random_10_s0,binary,0.6579973440488156,1.2087686048124402,1.2091386310967704,0.5745197422863223,0.530642810880829,0.5213595639032816,0.5451591942820013,0.5376623376623376,0.509090909090909,0.5451591942820013,0.5376623376623376,0.509090909090909,0.0156082270000013,0.0005077030000002,0.0001635059999998,0.0001271569999996
60208,KNN,openml__pollen__3735,openml__pollen__3735__fold_0,random_24_s0,binary,0.6096907614841154,0.966030078934136,0.768186112005352,0.716646893418675,0.4778173575129534,0.5049249784110535,0.6614684860298895,0.4987012987012987,0.4987012987012987,0.6614684860298895,0.4987012987012987,0.4987012987012987,0.0017130700000009,0.1533229059999996,0.0231010359999999,0.0114688109999931
74930,LightGBM,openml__pollen__3735,openml__pollen__3735__fold_0,random_3_s0,binary,0.3573658678595927,0.9084020260557522,1.0297928711227773,0.9374221032543528,0.5604625431778929,0.4704231433506045,0.8612735542560104,0.5558441558441558,0.4883116883116883,0.8612735542560104,0.5558441558441558,0.4883116883116883,0.1881533599999993,0.007292392,0.0003878349999997,0.0003342449999994
89814,LinearModel,openml__pollen__3735,openml__pollen__3735__fold_0,default,binary,0.6927732015538817,0.6933249993739167,0.6949045666169976,0.5122891088105652,0.5106055699481865,0.4751996977547494,0.51137102014295,0.4909090909090909,0.4727272727272727,0.51137102014295,0.4909090909090909,0.4727272727272727,0.0314257399999999,0.0062217710000003,0.0009623949999997,0.0005250979999997
104979,MLP,openml__pollen__3735,openml__pollen__3735__fold_0,random_12_s0,binary,0.6912638445888889,0.6899585696783933,0.6927762180179745,0.5357018306790738,0.5597474093264249,0.5315468480138169,0.5272904483430799,0.5636363636363636,0.5168831168831168,0.5272904483430799,0.5636363636363636,0.5168831168831168,3.829507695999951,0.0607805089999828,0.0446338240000159,0.0457894449999685
118999,NODE,openml__pollen__3735,openml__pollen__3735__fold_0,random_16_s0,binary,0.6930633660568054,0.6924706767131756,0.6932436813007702,0.5036594582270786,0.5602061744386874,0.4919041450777202,0.5009746588693957,0.535064935064935,0.509090909090909,0.5009746588693957,0.535064935064935,0.509090909090909,35.41637867999998,0.5264888660003635,0.0727969089984981,0.072710256999926
132535,RandomForest,openml__pollen__3735,openml__pollen__3735__fold_0,random_16_s0,binary,0.6844707455880948,0.6936272846967909,0.6947027131372543,0.6073849914714675,0.5188363557858376,0.5137224740932642,0.5653021442495126,0.5324675324675324,0.5454545454545454,0.5653021442495126,0.5324675324675324,0.5454545454545454,0.1051599540000012,0.0151031830000007,0.0132100470000011,0.012519386000001
139613,SAINT,openml__pollen__3735,openml__pollen__3735__fold_0,random_17_s0,binary,0.6908924253711923,0.6881628956887629,0.6936440621103559,0.5348409555334133,0.5574535837651122,0.4980300086355786,0.5250162443144899,0.5636363636363636,0.4831168831168831,0.5250162443144899,0.5636363636363636,0.4831168831168831,40.39700985299896,0.2583331099995121,0.0871657459993002,0.0844287210002221
151075,STG,openml__pollen__3735,openml__pollen__3735__fold_0,random_10_s0,binary,0.6132926729660847,0.7508096753680087,0.758367523512283,0.7217849120970057,0.5086355785837651,0.5203745682210709,0.6530214424951267,0.5064935064935064,0.5168831168831168,0.6530214424951267,0.5064935064935064,0.5168831168831168,46.03010933299993,0.0121441119999872,0.0022409560006053,0.0022427419999075
174573,TabNet,openml__pollen__3735,openml__pollen__3735__fold_0,random_15_s0,binary,0.7289738426211304,0.6993348626540853,0.7384419145812462,0.4950445848040126,0.5583981001727116,0.4880721070811744,0.4974009096816114,0.5636363636363636,0.4935064935064935,0.4974009096816114,0.5636363636363636,0.4935064935064935,73.432383931,0.5814245090004988,0.0932425310002145,0.0932319849998748
203054,VIME,openml__pollen__3735,openml__pollen__3735__fold_0,random_25_s0,binary,0.6821506977023205,0.6906364880598985,0.6950763957841056,0.6375664972218938,0.5380235319516408,0.4991634283246978,0.5877192982456141,0.5298701298701298,0.4987012987012987,0.5877192982456141,0.5298701298701298,0.4987012987012987,50.85641418999967,0.0648592960001224,0.0455335210003795,0.0457770819998586
218000,XGBoost,openml__pollen__3735,openml__pollen__3735__fold_0,random_11_s0,binary,0.6502398751673663,0.7005056712534521,0.7108635481688883,0.7219480941685102,0.5202396373056994,0.505073402417962,0.6432748538011696,0.5168831168831168,0.535064935064935,0.6432748538011696,0.5168831168831168,0.535064935064935,0.1653224710000032,0.0019363900000044,0.0045945680000016,0.0005606940000006
230730,rtdl_FTTransformer,openml__pollen__3735,openml__pollen__3735__fold_0,random_29_s0,binary,0.6930869325869574,0.6916932691227305,0.6936027707991662,0.4974327850303143,0.5665074481865285,0.5050734024179621,0.5,0.5688311688311688,0.5012987012987012,0.5,0.5688311688311688,0.5012987012987012,9.699318758000118,0.1321382930000254,0.0700934209999104,0.0675187999995614
245397,rtdl_MLP,openml__pollen__3735,openml__pollen__3735__fold_0,random_12_s0,binary,0.6899529107016662,0.6912320863890957,0.6956300849264319,0.5463992282100214,0.5467130829015545,0.4958171416234888,0.5269655620532814,0.5584415584415584,0.4909090909090909,0.5269655620532814,0.5584415584415584,0.4909090909090909,4.047847669999896,0.0574461100000007,0.0426252710000198,0.0416278220000094
260031,rtdl_ResNet,openml__pollen__3735,openml__pollen__3735__fold_0,random_20_s0,binary,0.6945134794425468,0.687634853263954,0.6938655405849605,0.5168731950754057,0.583495250431779,0.516542530224525,0.5103963612735543,0.5558441558441558,0.4987012987012987,0.5103963612735543,0.5558441558441558,0.4987012987012987,4.652596195999877,0.0808057819999703,0.0568968549998771,0.0567660489998615
11749,CatBoost,openml__pollen__3735,openml__pollen__3735__fold_1,random_27_s0,binary,0.6899631374298959,0.6916431434270769,0.6929969932890244,0.6043693952341547,0.5523127158894646,0.534474848877375,0.5685510071474984,0.5506493506493506,0.535064935064935,0.5685510071474984,0.5506493506493506,0.535064935064935,0.3076968350000015,0.0010167530000018,0.0006593049999992,0.0006066410000045
22890,DANet,openml__pollen__3735,openml__pollen__3735__fold_1,random_4_s0,binary,0.6931171217779589,0.6930794784000942,0.6931990200823004,0.517462592673906,0.5511253238341969,0.4684801381692573,0.5185185185185185,0.5428571428571428,0.4701298701298701,0.5185185185185185,0.5428571428571428,0.4701298701298701,103.49038855900017,0.3275610270002289,0.0418324389997906,0.0419590090000383
37871,DecisionTree,openml__pollen__3735,openml__pollen__3735__fold_1,random_25_s0,binary,0.6207319137680458,1.911194258547924,1.4684206548321186,0.6595517453937482,0.5276473445595855,0.5206039507772021,0.6091617933723197,0.5324675324675324,0.5116883116883116,0.6091617933723197,0.5324675324675324,0.5116883116883116,0.0186397520000021,0.0006369040000002,0.0001902000000022,0.0001558790000011
60224,KNN,openml__pollen__3735,openml__pollen__3735__fold_1,random_11_s0,binary,0.680914413230222,0.7085125460386728,0.7134419665650686,0.5850799233276477,0.5017675949913645,0.4756854490500864,0.5636777128005198,0.509090909090909,0.4779220779220779,0.5636777128005198,0.509090909090909,0.4779220779220779,0.0015543079999993,0.247202498,0.0351249360000025,0.0351398969999969
74955,LightGBM,openml__pollen__3735,openml__pollen__3735__fold_1,random_26_s0,binary,14.269567768435795,14.690267922308792,15.895733643747745,0.5612701180484014,0.5394537996545768,0.5172846502590673,0.552956465237167,0.548051948051948,0.5064935064935064,0.552956465237167,0.548051948051948,0.5064935064935064,0.0214193579999957,0.0010097239999993,0.0002599579999937,0.0004628069999981
89844,LinearModel,openml__pollen__3735,openml__pollen__3735__fold_1,default,binary,0.6929320930330741,0.6932972591684368,0.6924549278986272,0.511204887440258,0.4959520725388601,0.5226144214162349,0.5168940870695257,0.4935064935064935,0.5142857142857142,0.5168940870695257,0.4935064935064935,0.5142857142857142,0.0318207659999996,0.0039995560000001,0.0003947559999999,0.0002389289999999
105032,MLP,openml__pollen__3735,openml__pollen__3735__fold_1,random_6_s0,binary,0.6918903304780746,0.6936394154251396,0.6971205686593984,0.5259476381875602,0.5073672279792746,0.4566871761658032,0.5123456790123457,0.535064935064935,0.4519480519480519,0.5123456790123457,0.535064935064935,0.4519480519480519,3.876541642000008,0.059110779999969,0.0456112960000041,0.0455035790000124
119029,NODE,openml__pollen__3735,openml__pollen__3735__fold_1,random_16_s0,binary,0.6881038800240182,0.6916633251425508,0.693111805946796,0.5729947393308902,0.5169338298791019,0.5172171848013817,0.5477582846003899,0.522077922077922,0.5246753246753246,0.5477582846003899,0.522077922077922,0.5246753246753246,130.22288463699988,0.5280176840005879,0.0732240529996488,0.072501305001424
132587,RandomForest,openml__pollen__3735,openml__pollen__3735__fold_1,random_9_s0,binary,0.6886066732699605,0.6902733226723368,0.693569664066416,0.5814717629574586,0.5340295768566494,0.5026581390328152,0.5497076023391813,0.5246753246753246,0.5298701298701298,0.5497076023391813,0.5246753246753246,0.5298701298701298,0.0776123589999997,0.0145772790000009,0.010917120000002,0.0107933690000052
139656,SAINT,openml__pollen__3735,openml__pollen__3735__fold_1,random_29_s0,binary,0.6865392423551372,0.6874679717150601,0.6937523628210093,0.5707391113437928,0.5725928324697754,0.5122517271157168,0.552956465237167,0.5688311688311688,0.509090909090909,0.552956465237167,0.5688311688311688,0.509090909090909,43.75837752000007,0.2439729029974842,0.08358184899771,0.0862952019997465
151126,STG,openml__pollen__3735,openml__pollen__3735__fold_1,random_2_s0,binary,0.6880064773881025,0.6989959688155682,0.7053165033266142,0.5642158394271528,0.5112532383419689,0.4430051813471502,0.5448343079922028,0.5246753246753246,0.4519480519480519,0.5448343079922028,0.5246753246753246,0.4519480519480519,49.11335333599993,0.0131424599999263,0.0021932640000841,0.0021831739999242
174602,TabNet,openml__pollen__3735,openml__pollen__3735__fold_1,random_14_s0,binary,0.6973354106598314,0.6844568261465469,0.6943790991584976,0.5097869133467313,0.5603006260794474,0.5325723229706391,0.4938271604938271,0.5662337662337662,0.5168831168831168,0.4938271604938271,0.5662337662337662,0.5168831168831168,72.59120428000097,0.2834161949995177,0.041419921999477,0.0403433279989258
203083,VIME,openml__pollen__3735,openml__pollen__3735__fold_1,random_24_s0,binary,0.6610761567214389,0.6870486234689688,0.6955999704150411,0.7278304595274687,0.5488719775474957,0.5234509930915371,0.6585445094217024,0.5428571428571428,0.5324675324675324,0.6585445094217024,0.5428571428571428,0.5324675324675324,23.34045079700036,0.0615454550002141,0.0455480549999265,0.0439224940000713
218057,XGBoost,openml__pollen__3735,openml__pollen__3735__fold_1,random_9_s0,binary,0.68548168292326,0.6915171370877848,0.6940242042789212,0.5958400182392379,0.4812041234887738,0.5194975172711572,0.5545808966861598,0.509090909090909,0.5168831168831168,0.5545808966861598,0.509090909090909,0.5168831168831168,0.1351191140000018,0.0017077479999976,0.0005361720000003,0.0005395370000016
230746,rtdl_FTTransformer,openml__pollen__3735,openml__pollen__3735__fold_1,random_16_s0,binary,0.6865172463822008,0.6924517916394518,0.6942414758267341,0.5671761268640332,0.5339216321243524,0.5015921848013817,0.550682261208577,0.5402597402597402,0.4987012987012987,0.550682261208577,0.5402597402597402,0.4987012987012987,12.550219151999954,0.1015819750000446,0.0535847740002282,0.0529866969995964
245429,rtdl_MLP,openml__pollen__3735,openml__pollen__3735__fold_1,random_14_s0,binary,0.6881053483935438,0.6921631494125763,0.6979486532799609,0.5600904784422339,0.5394268134715027,0.4814604922279792,0.5334632878492528,0.561038961038961,0.4805194805194805,0.5334632878492528,0.561038961038961,0.4805194805194805,4.136582327000042,0.0614813959999764,0.0420228560000168,0.0420902079999905
260077,rtdl_ResNet,openml__pollen__3735,openml__pollen__3735__fold_1,random_8_s0,binary,0.719265524319738,0.7056692416017706,0.7366235779090361,0.5038469170621316,0.5495736183074267,0.4601953799654577,0.5081221572449642,0.5506493506493506,0.4753246753246753,0.5081221572449642,0.5506493506493506,0.4753246753246753,4.550304912999991,0.0781776279999348,0.0523183880000033,0.0510847509999621
11771,CatBoost,openml__pollen__3735,openml__pollen__3735__fold_2,random_1_s0,binary,0.6883750862518238,0.6932630487648472,0.6934178639942344,0.6090731764984041,0.529023639896373,0.49421146373057,0.5692007797270955,0.535064935064935,0.4935064935064935,0.5692007797270955,0.535064935064935,0.4935064935064935,0.1500537590000004,0.0009862490000003,0.0006193599999999,0.0005912180000002
22915,DANet,openml__pollen__3735,openml__pollen__3735__fold_2,random_27_s0,binary,6.0657437340230445,5.451106881771438,6.610666517729441,0.4893091466400959,0.5405602331606217,0.4938066709844559,0.4912280701754385,0.5298701298701298,0.4857142857142857,0.4912280701754385,0.5298701298701298,0.4857142857142857,290.8858989190012,0.3193691250016854,0.0557302050001453,0.0524171069992007
37900,DecisionTree,openml__pollen__3735,openml__pollen__3735__fold_2,random_24_s0,binary,0.5911456103460141,2.684748818687529,2.6892651802956844,0.6845758110550048,0.5421389248704663,0.4835249352331606,0.6182586094866797,0.5428571428571428,0.4805194805194805,0.6182586094866797,0.5428571428571428,0.4805194805194805,0.0196465109999977,0.0006340270000002,0.0001891789999994,0.0001512190000028
60266,KNN,openml__pollen__3735,openml__pollen__3735__fold_2,random_22_s0,binary,0.6525084766277718,0.72807291794181,0.7582781168141761,0.6541677925455558,0.5270266623488775,0.4872625215889465,0.6133853151397011,0.5402597402597402,0.4961038961038961,0.6133853151397011,0.5402597402597402,0.4961038961038961,0.0020436300000028,0.0473517570000012,0.0085830840000014,0.008382276000006
74982,LightGBM,openml__pollen__3735,openml__pollen__3735__fold_2,random_23_s0,binary,0.6662981926354565,0.6921724652506687,0.6997875765496449,0.725051720061473,0.543731109671848,0.4727304620034541,0.6643924626380767,0.5584415584415584,0.4831168831168831,0.6643924626380767,0.5584415584415584,0.4831168831168831,0.1148209290000039,0.001069686000001,0.0002836989999934,0.0002332179999982
89874,LinearModel,openml__pollen__3735,openml__pollen__3735__fold_2,default,binary,0.692673951828789,0.6941015288166581,0.6934467664658981,0.5160306858291253,0.4969505613126079,0.5004587651122625,0.5103963612735543,0.4805194805194805,0.5038961038961038,0.5103963612735543,0.4805194805194805,0.5038961038961038,0.0182752339999998,0.0015302569999997,0.0006238650000001,0.0004933170000001
105049,MLP,openml__pollen__3735,openml__pollen__3735__fold_2,random_21_s0,binary,0.6893463221325976,0.6931061675022174,0.6938587761544562,0.5570501832367892,0.5158678756476685,0.4986237046632125,0.5337881741390513,0.5246753246753246,0.4909090909090909,0.5337881741390513,0.5246753246753246,0.4909090909090909,4.404956670000047,0.0610705719999487,0.046976093000012,0.0463883730000134
119067,NODE,openml__pollen__3735,openml__pollen__3735__fold_2,random_23_s0,binary,0.6926731397921269,0.6933224345182444,0.6939543807661378,0.5158073396044788,0.5097150259067358,0.474336139896373,0.5110461338531515,0.5142857142857142,0.4701298701298701,0.5110461338531515,0.5142857142857142,0.4701298701298701,37.883044309999605,0.5825545610005065,0.081694320000679,0.0819655560007959
132612,RandomForest,openml__pollen__3735,openml__pollen__3735__fold_2,random_4_s0,binary,0.5203678561607427,0.7084860331163423,0.7069006462396327,0.9632114147231182,0.5152741796200345,0.512872409326425,0.8911630929174789,0.5272727272727272,0.5168831168831168,0.8911630929174789,0.5272727272727272,0.5168831168831168,0.2188905880000007,0.0205297949999998,0.0128695750000016,0.0128699399999998
139677,SAINT,openml__pollen__3735,openml__pollen__3735__fold_2,random_20_s0,binary,0.688308381004098,0.6922118892917385,0.6993342418175239,0.5539216472734028,0.5275798791018999,0.4850496545768566,0.5347628330084471,0.5428571428571428,0.4961038961038961,0.5347628330084471,0.5428571428571428,0.4961038961038961,61.968648807000136,0.3097147370008315,0.08892642399951,0.0907650710014422
151138,STG,openml__pollen__3735,openml__pollen__3735__fold_2,random_13_s0,binary,0.5400704207589282,0.8129124779931524,0.8089779551153059,0.8074324894871059,0.521804835924007,0.5183775906735753,0.7192982456140351,0.5272727272727272,0.5168831168831168,0.7192982456140351,0.5272727272727272,0.5168831168831168,48.6762582299998,0.0132363889997577,0.0024708119999559,0.0024889150008675
174655,TabNet,openml__pollen__3735,openml__pollen__3735__fold_2,random_8_s0,binary,0.692399829722907,0.688042016308029,0.6929546212995207,0.5227141843851857,0.5795012953367875,0.4912564766839378,0.5077972709551657,0.5688311688311688,0.4831168831168831,0.5077972709551657,0.5688311688311688,0.4831168831168831,27.56631104200005,0.3287578709996523,0.053627864000191,0.0551063249995422
203117,VIME,openml__pollen__3735,openml__pollen__3735__fold_2,random_28_s0,binary,0.6840445423974396,0.6898840239295712,0.6914540787795922,0.6365407511863949,0.5372679188255612,0.5300626079447324,0.5708252111760884,0.548051948051948,0.5298701298701298,0.5708252111760884,0.548051948051948,0.5298701298701298,57.28023706499971,0.0640676180000809,0.0444875500006674,0.0451109280002128
218064,XGBoost,openml__pollen__3735,openml__pollen__3735__fold_2,random_15_s0,binary,0.5432042486801056,0.7074877456411138,0.7103775808950523,0.9571162582540996,0.5274044689119171,0.5021588946459412,0.8833658219623132,0.5246753246753246,0.4831168831168831,0.8833658219623132,0.5246753246753246,0.4831168831168831,0.4564497130000049,0.0074109289999952,0.0010172550000007,0.0009500560000006
230772,rtdl_FTTransformer,openml__pollen__3735,openml__pollen__3735__fold_2,random_12_s0,binary,0.6840462632249747,0.6944228529156028,0.7052936098792336,0.5814037880195227,0.5499514248704663,0.4871815630397236,0.5513320337881742,0.5428571428571428,0.5064935064935064,0.5513320337881742,0.5428571428571428,0.5064935064935064,11.52576888900012,0.0998589480000191,0.0524698919998627,0.053637019000007
245483,rtdl_MLP,openml__pollen__3735,openml__pollen__3735__fold_2,random_9_s0,binary,0.6919464577785787,0.695154831935833,0.693230110948736,0.5257029706314491,0.5004587651122625,0.4886927892918825,0.5126705653021443,0.5272727272727272,0.4831168831168831,0.5126705653021443,0.5272727272727272,0.4831168831168831,3.220212860000004,0.0599648639999941,0.0434430639999732,0.0408648159999529
260088,rtdl_ResNet,openml__pollen__3735,openml__pollen__3735__fold_2,random_18_s0,binary,0.68981517251046,0.6958427175298914,0.7056755149519288,0.5514631499839562,0.5280386442141622,0.4526392487046632,0.5295646523716699,0.535064935064935,0.4727272727272727,0.5295646523716699,0.535064935064935,0.4727272727272727,5.209115612000005,0.0789975570000933,0.0558994639998218,0.0560675929998524
11794,CatBoost,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,random_13_s0,binary,0.6717233238183055,0.4106616606719633,0.7130226204384571,0.5085,0.9285714285714286,0.4285714285714286,0.6142857142857143,0.8888888888888888,0.5555555555555556,0.6142857142857143,0.8888888888888888,0.5555555555555556,0.1744032400000037,0.0009990639999983,0.0005022719999985,0.0004785599999976
22926,DANet,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,default,binary,1.3254006785373869,1.0784003048514326,0.8816308334418055,0.4855,0.0714285714285714,0.6428571428571428,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,9.294492248,0.0323875219999987,0.0308004770000014,0.0294122589999989
37914,DecisionTree,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,default,binary,0.3563485809602391,4.136961393663949,11.644992430730964,0.858,0.5357142857142857,0.1428571428571428,0.8142857142857143,0.7777777777777778,0.6666666666666666,0.8142857142857143,0.7777777777777778,0.6666666666666666,0.0013095639999995,0.0003929649999996,0.0002552660000003,0.0002245460000001
60282,KNN,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,default,binary,0.5921529652859363,0.6018889242254686,0.5964677948733095,0.6164999999999999,0.4642857142857142,0.3928571428571429,0.6714285714285714,0.7777777777777778,0.7777777777777778,0.6714285714285714,0.7777777777777778,0.7777777777777778,0.0007953439999999,0.0054122950000001,0.0031130859999999,0.002798716
74997,LightGBM,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,default,binary,0.5817942563771665,0.5257825558674938,0.5623920011570789,0.6305000000000001,0.7142857142857142,0.1428571428571429,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.0492532690000002,0.0003665159999997,0.0001505179999998,0.0001376570000006
89904,LinearModel,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,default,binary,0.5726856416360226,0.5239183162504395,0.6391997926748351,0.6585000000000001,0.7857142857142857,0.0,0.7285714285714285,0.6666666666666666,0.7777777777777778,0.7285714285714285,0.6666666666666666,0.7777777777777778,0.031004234,0.000574131,0.0001662879999999,0.0001329700000001
105066,MLP,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,default,binary,0.5805246861917632,0.5474305715825822,0.5325516329871284,0.6715,0.4285714285714286,0.5,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,5.965962758000001,0.043866178,0.0428147489999997,0.0447877210000005
119085,NODE,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,random_12_s0,binary,0.4862212994268962,0.5871180593967438,0.5766043000751071,0.8675,0.5714285714285714,0.5714285714285714,0.8,0.7777777777777778,0.6666666666666666,0.8000000000000002,0.7777777777777778,0.6666666666666666,28.77968310999995,0.0936900100000457,0.0776427999999214,0.0698635379999359
132625,RandomForest,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,random_16_s0,binary,0.5296195274043481,0.4563028978624204,0.5552252553386865,0.7875000000000001,0.9285714285714286,0.4285714285714286,0.7428571428571429,0.8888888888888888,0.7777777777777778,0.7428571428571429,0.8888888888888888,0.7777777777777778,0.0476626880000026,0.0082941440000006,0.0075105780000015,0.0078470410000015
139695,SAINT,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,default,binary,0.5888093367218972,0.5374411675665114,0.5373066878981061,0.7085,0.4285714285714286,0.3571428571428571,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,7.899194326,0.0566280480000003,0.0550546409999999,0.053820052999999
151164,STG,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,default,binary,0.5975085271256311,0.5582638151115842,0.5270094010565016,0.5365,0.2142857142857143,0.5,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,2.784686291999999,0.0016451100000001,0.0007780939999992,0.0007703840000008
162705,SVM,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,default,binary,0.8418101914406345,0.6025787348213669,0.5926876329474777,0.1215,0.3571428571428572,0.2857142857142857,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.003041306,0.0006198730000002,0.0001637599999999,0.0001615729999997
174666,TabNet,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,random_18_s0,binary,4.803435116532648,0.0065193772315979,1.090634574098055,0.47,1.0,0.7142857142857143,0.5142857142857142,1.0,0.6666666666666666,0.5142857142857142,1.0,0.6666666666666666,3.319772145999991,0.0156298819999847,0.0144022960000143,0.0139999770000258
181791,TabPFNModel,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,default,binary,0.5778615436383656,0.5261612170272403,0.5335759917894999,0.9875,0.5714285714285714,0.3571428571428571,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.0006923389999995,0.8327734450000008,0.1145369889999994,0.0891160880000008
203127,VIME,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,default,binary,0.6859571695327759,0.6835819946395026,0.683403299914466,0.4465,0.4285714285714286,0.9285714285714286,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,2.087448405,0.0408200999999994,0.0428765549999994,0.0422419729999994
218089,XGBoost,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,random_10_s0,binary,0.3837698233446904,0.6374176152878337,0.7469353427489599,0.9325,0.2857142857142857,0.2142857142857143,0.8428571428571429,0.7777777777777778,0.6666666666666666,0.8428571428571429,0.7777777777777778,0.6666666666666666,0.0180513920000002,0.0007318109999996,0.0043730920000015,0.0003403090000002
230812,rtdl_FTTransformer,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,random_21_s0,binary,0.5343457791422095,0.4901468952496846,0.63432853255007,0.7195,0.8571428571428572,0.1428571428571428,0.7714285714285715,0.8888888888888888,0.7777777777777778,0.7714285714285715,0.8888888888888888,0.7777777777777778,3.2104504640000187,0.0517312919999994,0.0497872429999688,0.0513389049999659
245493,rtdl_MLP,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,random_18_s0,binary,0.3015257321897577,0.4034193981723446,1.363622594055616,0.9665,0.7857142857142857,0.2142857142857143,0.8714285714285714,0.8888888888888888,0.6666666666666666,0.8714285714285714,0.8888888888888888,0.6666666666666666,3.5169619150000244,0.0446768689999999,0.046210086999963,0.0476648430000068
260115,rtdl_ResNet,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_0,random_15_s0,binary,0.1799622164939137,0.3310574621169103,1.5182068198021927,0.9815,0.8571428571428572,0.2142857142857143,0.9142857142857144,0.8888888888888888,0.5555555555555556,0.9142857142857144,0.8888888888888888,0.5555555555555556,2.587002796000036,0.0516646479999849,0.052277312000001,0.0520343500000421
11844,CatBoost,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_1,random_4_s0,binary,0.6597033172832735,0.5900043811264515,0.6857452309975319,0.4245,0.7857142857142857,0.1428571428571429,0.6857142857142857,0.8888888888888888,0.6666666666666666,0.6857142857142857,0.8888888888888888,0.6666666666666666,0.0724085070000004,0.0008036249999996,0.0006106700000003,0.0005955370000005
22956,DANet,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_1,default,binary,1.2970061043044552,1.0417564372118149,1.0740995926575527,0.487,0.5714285714285714,0.0714285714285714,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,3.823308454000001,0.0339506729999996,0.0340889010000005,0.0330630589999998
37945,DecisionTree,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_1,random_10_s0,binary,0.2465014859000275,11.595857875534534,4.158794239200762,0.9385,0.5,0.8214285714285714,0.8714285714285714,0.6666666666666666,0.7777777777777778,0.8714285714285714,0.6666666666666666,0.7777777777777778,0.0006614819999999,0.0002482720000003,0.0001608529999996,0.0001892310000002
60313,KNN,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_1,random_10_s0,binary,0.598424849308257,0.5871972059069226,0.4847580580831361,0.54,0.3571428571428571,0.7142857142857143,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.0003639979999996,0.003037141,0.0027856500000003,0.0029227060000001
75027,LightGBM,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_1,default,binary,0.5853053701691326,0.573084276115811,0.481629156410169,0.624,0.3928571428571428,1.0,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.0111238920000005,0.0002794789999995,0.0001408950000003,0.0001265599999999
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260140,rtdl_ResNet,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_1,random_10_s0,binary,0.6461267471313477,0.6534328593148125,0.6416590015093485,0.7,0.3571428571428571,0.2857142857142857,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,1.4196005739999862,0.0530440489999932,0.0545241549999957,0.0526286109999887
11850,CatBoost,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_2,default,binary,0.5739072312401773,0.5897698242667538,0.5956720476129599,0.75,0.3571428571428571,0.2857142857142857,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.0884833419999999,0.0007487030000001,0.0005601989999997,0.0005680429999994
23002,DANet,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_2,random_24_s0,binary,0.5774495354720525,0.5867385930485196,0.6491848958863152,0.772,0.6428571428571428,0.2857142857142857,0.7142857142857143,0.8888888888888888,0.7777777777777778,0.7142857142857143,0.8888888888888888,0.7777777777777778,5.339862222999955,0.0205237969998961,0.0198545749999539,0.019576743999778
37974,DecisionTree,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_2,default,binary,0.3568628652416395,4.139916568445717,8.05457474349801,0.8525,0.4642857142857143,0.3214285714285714,0.8142857142857143,0.7777777777777778,0.5555555555555556,0.8142857142857143,0.7777777777777778,0.5555555555555556,0.0006859500000002,0.000336313,0.0001800509999996,0.0001533449999997
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139751,SAINT,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_2,default,binary,0.5806475979941231,0.5472205844190385,0.5491289860672421,0.7610000000000001,0.3571428571428572,0.3571428571428572,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,5.338317844999999,0.0609247599999989,0.0549937259999993,0.0536776289999991
151224,STG,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_2,default,binary,0.589185172532286,0.5388404329617819,0.5699067645602756,0.617,0.4285714285714286,0.2857142857142857,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,2.0522101310000007,0.0011654679999999,0.0007875350000006,0.0007369249999999
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174718,TabNet,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_2,random_10_s0,binary,3.1135380824951326,0.0049932647622617,4.170715707513513,0.579,1.0,0.2857142857142857,0.6285714285714286,1.0,0.5555555555555556,0.6285714285714286,1.0,0.5555555555555556,4.540098567999991,0.0232107320000238,0.0213878460000103,0.0213610460000097
181851,TabPFNModel,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_2,default,binary,0.5664285998259272,0.5419521298673418,0.5501379701826308,0.953,0.2142857142857143,0.1428571428571428,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.0003976669999996,0.1097975099999999,0.0815069059999995,0.0801276160000004
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218148,XGBoost,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_2,default,binary,0.4950610544000353,0.6911677817503611,0.6273174004422294,0.833,0.2857142857142857,0.4285714285714286,0.7571428571428571,0.7777777777777778,0.5555555555555556,0.7571428571428571,0.7777777777777778,0.5555555555555556,0.0208815470000001,0.0007502529999996,0.0003828080000003,0.000351685
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260190,rtdl_ResNet,openml__postoperative-patient-data__146210,openml__postoperative-patient-data__146210__fold_2,random_29_s0,binary,0.6764245424951826,0.6722231507301331,0.6805477208561368,0.608,0.9285714285714286,0.2142857142857143,0.7142857142857143,0.8888888888888888,0.6666666666666666,0.7142857142857143,0.8888888888888888,0.6666666666666666,1.3314413640000566,0.0519913900000119,0.0499400599999262,0.050481047000062
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132712,RandomForest,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_0,random_13_s0,classification,0.7057238155421627,6.341095699893797,6.308763579291118,0.9924040347475178,0.7424437830687831,0.7092300061050061,0.8597785977859779,0.5,0.4705882352941176,0.8534771879592638,0.453475935828877,0.4306354120595607,0.0690634490000121,0.0261484509999974,0.0139720119999964,0.0183038090000025
139780,SAINT,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_0,random_1_s0,classification,1.3882209641680232,1.8276444663677145,1.8651730976450969,0.8811474398801388,0.8193452380952381,0.7930402930402931,0.5461254612546126,0.5294117647058824,0.5,0.4679175604426026,0.480657526168362,0.4285087719298245,47.044541625,0.1013223879999714,0.0819030320000138,0.0838416050000319
151255,STG,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_0,random_10_s0,classification,1.3568763214393735,1.80107418776435,1.8998648445395865,0.8903112700229376,0.8345568783068784,0.7900641025641026,0.5867158671586716,0.4705882352941176,0.4411764705882353,0.538296971214684,0.4083778966131907,0.3771782397169394,5.672996524000041,0.0024633369999946,0.000933037999971,0.0008710600000085
162799,SVM,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_0,random_13_s0,classification,1.3858077796588346,2.830293877077124,2.71565867716448,0.8856380732669266,0.8037367724867726,0.7672466422466422,0.7047970479704797,0.5294117647058824,0.4411764705882353,0.6388276772964959,0.4511689291101056,0.3710094085481082,0.2290227510000022,0.0369882540000077,0.00695181399999,0.0068337360000043
174750,TabNet,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_0,random_12_s0,classification,2.0784501402122526,2.658446733705686,3.5483152998748504,0.8280936411202962,0.8146660052910052,0.6752327533577533,0.4575645756457565,0.4705882352941176,0.3823529411764705,0.400077438771009,0.3939227865059067,0.3223241928350287,15.714660145999916,0.0548912320000454,0.0173542719999204,0.0173689779999222
203217,VIME,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_0,default,classification,6.053348930510637,6.264632357036188,6.540665904674504,0.5228209464694467,0.5173611111111112,0.5178571428571429,0.2509225092250922,0.2352941176470588,0.2352941176470588,0.1006650774472346,0.0896358543417367,0.0896358543417367,3.887300627,0.0415761190000001,0.0403260329999994,0.0400800639999996
218180,XGBoost,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_0,random_11_s0,classification,0.8209599027533868,1.887376362348304,1.865979315165211,0.981895685947226,0.8144345238095239,0.7791132478632479,0.7638376383763837,0.5588235294117647,0.4117647058823529,0.7504290659536722,0.5225935828877005,0.3971988795518207,0.4612621070000102,0.0032881830000235,0.0044776520000198,0.0008507760000213
230891,rtdl_FTTransformer,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_0,random_11_s0,classification,3.956948992360651,4.014147045789287,4.115624671973124,0.6115526875463904,0.6518187830687832,0.6567078754578755,0.4944649446494465,0.5,0.4411764705882353,0.3676856979656345,0.3747478991596638,0.3205171299288946,10.76407260499991,0.0637112950000755,0.0507437420000087,0.049474608999958
245574,rtdl_MLP,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_0,default,classification,6.700810368630753,6.715075544081628,6.690772775594858,0.5313621820827311,0.5593253968253968,0.5237713675213675,0.2509225092250922,0.2352941176470588,0.2352941176470588,0.1006650774472346,0.0896358543417367,0.0896358543417367,2.66026367,0.058185314000001,0.0557968290000001,0.0546720540000009
260214,rtdl_ResNet,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_0,random_23_s0,classification,2.1320897923461817,2.60786615186097,2.612152348049944,0.7485882483010282,0.7329034391534391,0.7469284188034189,0.6125461254612546,0.5882352941176471,0.5,0.5278311205603323,0.486624649859944,0.4216853408029878,4.175456381999993,0.0501901750001252,0.0493966310000359,0.0482803729998977
11916,CatBoost,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,random_15_s0,classification,1.246938414838792,3.629079718164524,2.737507057461204,0.9538853834113548,0.7254340277777778,0.778720238095238,0.5904059040590406,0.4705882352941176,0.4117647058823529,0.5429165918855522,0.3954248366013072,0.3254901960784314,1.1177912690000085,0.0164582160000463,0.0074341070001082,0.0025273100000049
23046,DANet,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,default,classification,0.9142163400438658,3.132153806221836,1.850188940359444,0.96051914267805,0.7337673611111111,0.861441798941799,0.6605166051660517,0.4705882352941176,0.4411764705882353,0.6222290834363221,0.3834733893557422,0.392156862745098,16.348374098999997,0.0293255859999987,0.0268555310000024,0.0266930619999996
38034,DecisionTree,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,default,classification,1.172369004134474,10.117586681819995,10.92385873770262,0.9281536008272196,0.7010633680555555,0.7003802910052909,0.5719557195571956,0.4411764705882353,0.4411764705882353,0.5318077789413219,0.3616787065703474,0.3949579831932772,0.0157945229999998,0.000773165,0.0006135820000001,0.001129283
60402,KNN,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,default,classification,1.195486054774973,12.070249404414694,9.992048821317963,0.9345446848546922,0.7044053819444444,0.7212136243386242,0.5202952029520295,0.3823529411764705,0.4117647058823529,0.4759609916097854,0.3184709177788762,0.3198331506515649,0.000803142,0.015678206,0.0095172729999997,0.022887818
75127,LightGBM,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,random_19_s0,classification,1.3521116976460197,3.8189333536161465,2.7027585589923047,0.9490485223170012,0.7507523148148147,0.8443121693121692,0.5719557195571956,0.4705882352941176,0.4705882352941176,0.5188051116285599,0.3932773109243697,0.392296918767507,0.6622705910000093,0.0152002510000102,0.00490491299999,0.0034781989999999
90024,LinearModel,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,default,classification,1.2808801763135729,3.80422039622559,2.5998787070384783,0.935388587821218,0.7400607638888889,0.8147486772486773,0.5904059040590406,0.4705882352941176,0.5294117647058824,0.5454108420926541,0.3887254901960784,0.4688928202860091,0.0194432199999998,0.0012665840000001,0.0004154229999997,0.0003636930000001
105205,MLP,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,random_27_s0,classification,4.740824832864195,4.9480147783808,5.259331858570102,0.5749769647512737,0.6123697916666667,0.5886078042328042,0.4022140221402214,0.3529411764705882,0.4117647058823529,0.2719756212746254,0.2390289449112978,0.2913165266106443,9.955797669000276,0.0479987920002713,0.0444665369996073,0.0440544770003725
119182,NODE,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,default,classification,2.4498514214125064,2.668016247889575,2.5528827274546906,0.9441091667333128,0.6717013888888889,0.7953373015873016,0.4501845018450184,0.2352941176470588,0.4117647058823529,0.3326042481754002,0.1258697027197976,0.3124649859943977,74.60849171200002,0.3039745130000142,0.131885326999992,0.1314211039999975
132753,RandomForest,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,random_23_s0,classification,1.2390139027100189,3.751599824199912,2.6081084385494973,0.980855705130331,0.7613859953703703,0.8444279100529101,0.6900369003690037,0.4705882352941176,0.5588235294117647,0.6491039530943388,0.3915966386554622,0.4628425283156741,0.4381577750000076,0.1548838749999959,0.1062833420000117,0.106529289000008
139785,SAINT,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,default,classification,1.2083584766051425,1.999478700954248,1.6889107571366957,0.931796298299042,0.761328125,0.8693121693121693,0.6088560885608856,0.4117647058823529,0.5294117647058824,0.5572065148808563,0.357796451914099,0.445912910618793,20.668410952,0.073178415000001,0.0632286080000028,0.0640418999999994
151285,STG,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,random_10_s0,classification,1.4575684325721432,2.080567169277107,2.0367643868221954,0.8737835777991837,0.7356770833333334,0.8062996031746031,0.5793357933579336,0.4411764705882353,0.4117647058823529,0.5179770448566943,0.3588935574229692,0.3281639928698752,5.741211879000048,0.0024862789999815,0.0009310620000633,0.0008671560000266
162830,SVM,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,random_14_s0,classification,1.5210458582173685,3.906862710392728,2.776874078184203,0.8520243229097723,0.7117621527777778,0.8173611111111112,0.6125461254612546,0.3823529411764705,0.5,0.5376988591538402,0.2882352941176471,0.4173669467787115,0.1956778619999966,0.0377906960000018,0.0055259410000019,0.0068872040000087
174795,TabNet,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,random_26_s0,classification,24.185410257067343,21.33278086168438,25.607468450770657,0.5612640458460872,0.610054976851852,0.5633184523809524,0.2583025830258302,0.3823529411764705,0.2058823529411764,0.238731919306974,0.3196078431372549,0.1645191409897292,17.677977879000082,0.0735534739997092,0.02296044600007,0.0235837199998059
203247,VIME,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,default,classification,21.97340306188788,22.388339086490905,20.99403695499196,0.5019708590764564,0.5058159722222223,0.5073412698412698,0.2509225092250922,0.2352941176470588,0.2352941176470588,0.1006650774472346,0.0896358543417367,0.0896358543417367,3.953982586,0.0419702069999985,0.0397124709999996,0.0387154799999986
218215,XGBoost,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,random_16_s0,classification,1.124168313792271,1.934263191240676,1.6973092875936453,0.9711023399069604,0.7876302083333333,0.84619708994709,0.6642066420664207,0.4705882352941176,0.5294117647058824,0.625047650237964,0.4124183006535947,0.4658263305322128,1.1074296660000016,0.0091040990000124,0.0013780950000068,0.0052870490000032
230944,rtdl_FTTransformer,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,random_5_s0,classification,3.934464271606472,4.448798178229481,3.9759405863827424,0.5510132959938391,0.5789930555555555,0.5767361111111111,0.4428044280442804,0.3823529411764705,0.4411764705882353,0.3246852824660123,0.273202614379085,0.3081554460864806,8.240714873000002,0.0614141380000319,0.0523384140000189,0.0502546510000456
245606,rtdl_MLP,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,random_11_s0,classification,5.400445527953922,6.528433141711235,5.816501590327842,0.5462486963546583,0.5277488425925926,0.5607142857142857,0.3210332103321033,0.2941176470588235,0.2647058823529412,0.1611474131185299,0.1458664546899841,0.1238076311605723,6.642061605000038,0.0529830369999899,0.0510825869999962,0.0496837770000411
260238,rtdl_ResNet,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_1,random_18_s0,classification,2.8677392257443133,3.2152941990386674,4.429124597238784,0.7544591294132571,0.7620659722222223,0.7306547619047619,0.6383763837638377,0.5588235294117647,0.4411764705882353,0.5651829910758482,0.4779411764705882,0.3926470588235293,5.28482619600004,0.0458156499998949,0.0446932229999674,0.0440981990000182
11946,CatBoost,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,random_15_s0,classification,1.614607440424789,2.875710374921046,2.881263569363605,0.916410757164173,0.6892361111111112,0.7202256944444445,0.5276752767527675,0.4411764705882353,0.4705882352941176,0.4577644576616393,0.339047619047619,0.3822202565236621,0.7410947890000443,0.01675907799995,0.0018499650000194,0.0017993110000134
23084,DANet,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,random_17_s0,classification,1.5509337714677367,1.9297115539803225,2.135786870823187,0.924123764026433,0.7647858796296297,0.7944010416666667,0.5424354243542435,0.5882352941176471,0.4411764705882353,0.4889150832440155,0.5282317451867626,0.3549719887955182,21.162950164999984,0.0476805779999267,0.0435358449999512,0.0451138749999699
38075,DecisionTree,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,random_1_s0,classification,1.4137506304472152,8.12674349076174,12.197324306168415,0.8816632838521541,0.723046875,0.6595486111111112,0.5239852398523985,0.4705882352941176,0.3235294117647059,0.4638590285975622,0.4156862745098039,0.2837606837606837,0.0032097719999999,0.0025558349999998,0.0004832009999997,0.0029958739999997
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75147,LightGBM,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,default,classification,1.2974056373887533,2.927284669559145,3.176592170050508,0.9594528982952928,0.7818576388888889,0.712673611111111,0.6051660516605166,0.4411764705882353,0.3823529411764705,0.5538765140336488,0.3942577030812325,0.2997198879551821,0.9521232189999989,0.0124624869999987,0.0023101939999996,0.001993938
90054,LinearModel,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,default,classification,1.2575400348795305,2.803255260794693,2.997931742545457,0.9393888506115192,0.7791956018518519,0.7087239583333333,0.5830258302583026,0.3823529411764705,0.4411764705882353,0.5357377182924553,0.3536488279522335,0.3681441203932554,0.0234682789999993,0.0010913559999998,0.0004265019999998,0.0003499380000002
105221,MLP,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,random_14_s0,classification,6.214451909100765,7.310164124765225,7.377811396467181,0.5928899396466432,0.6000434027777779,0.5696180555555556,0.4870848708487085,0.4411764705882353,0.2058823529411764,0.3708437712488204,0.3361655773420479,0.1259655377302435,9.704223745999798,0.0456151619998763,0.0428329360001953,0.0439700929998707
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139793,SAINT,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,random_2_s0,classification,1.391524450612904,1.9526181872934103,2.146464569603696,0.903829989837724,0.7271701388888889,0.7444010416666667,0.5830258302583026,0.4705882352941176,0.4705882352941176,0.5123116081406929,0.4059592464436755,0.3953314659197011,18.751091316000043,0.0844055139999682,0.0787409159999015,0.0862937919999922
151319,STG,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,random_14_s0,classification,1.9295891915960064,2.087545159985037,2.29262612760067,0.8019520836393249,0.7703993055555555,0.7461805555555555,0.4095940959409594,0.4705882352941176,0.4117647058823529,0.3431153492424433,0.388235294117647,0.3174306086070791,6.012020946999996,0.0027552399999422,0.0010831220000682,0.0010312570000223
162859,SVM,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,random_13_s0,classification,1.302960751296053,2.961976371481764,3.004673606458024,0.8999641244720374,0.7026765046296296,0.7153935185185184,0.7195571955719557,0.4117647058823529,0.3529411764705882,0.6610135460002085,0.3492997198879552,0.2572638146167558,0.2218026540000011,0.0351257000000089,0.0079921749999982,0.00650019199999
174819,TabNet,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,random_20_s0,classification,2.6282205825345586,3.33991863815527,5.723592443610816,0.8053395115289985,0.7119791666666667,0.6527922453703704,0.4538745387453874,0.3823529411764705,0.3529411764705882,0.4099135157041467,0.3529411764705882,0.3068455452356381,7.785355105000008,0.0348467769999842,0.0113265960001172,0.0114012100000309
203277,VIME,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,default,classification,4.68090040379331,5.2947302606532025,4.815923139179016,0.5120143939812505,0.5189236111111112,0.5174479166666667,0.2509225092250922,0.2352941176470588,0.2352941176470588,0.1006650774472346,0.0896358543417367,0.0896358543417367,3.118821523000001,0.0411465650000018,0.039208520999999,0.0383730329999991
218248,XGBoost,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,random_19_s0,classification,1.2446365901904792,1.885815855115652,2.087772374643999,0.9577753045205728,0.7834635416666667,0.6915364583333333,0.6273062730627307,0.4705882352941176,0.3823529411764705,0.5784588728574396,0.4104575163398692,0.3432391138273491,0.9227488859999652,0.0057808469999827,0.005155908000006,0.0010714379999967
230956,rtdl_FTTransformer,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,random_16_s0,classification,3.427376753004522,3.471724634045078,5.14672940664733,0.6497930344247579,0.6714265046296296,0.6184317129629631,0.5276752767527675,0.5588235294117647,0.2352941176470588,0.4345479912565031,0.4524743230625584,0.1718266253869969,10.48480963499992,0.0600769499999387,0.0504267839999101,0.0515624209999714
245636,rtdl_MLP,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,random_11_s0,classification,5.4258819235017945,6.157796851469679,6.46660811694609,0.5587248602551226,0.569039351851852,0.5329716435185184,0.3394833948339483,0.3235294117647059,0.2352941176470588,0.1930427160477898,0.1629056795131845,0.1176470588235294,6.676605526000003,0.0533472999999844,0.0494929649999562,0.0496572710000009
260277,rtdl_ResNet,openml__primary-tumor__146032,openml__primary-tumor__146032__fold_2,random_26_s0,classification,1.5455346282428075,2.543300146375687,2.217548957436948,0.8058736479799684,0.6988859953703704,0.7533420138888889,0.6236162361623616,0.5588235294117647,0.4411764705882353,0.5345372410573866,0.4564680417621594,0.3507703081232492,5.41289007499995,0.0482046609999997,0.0456290889999309,0.0462886630000412
11981,CatBoost,openml__profb__3561,openml__profb__3561__fold_0,random_1_s0,binary,0.4465684023428983,0.4882619962557072,0.5785124589540278,0.8608844391438076,0.8115942028985506,0.7285024154589371,0.8022388059701493,0.8088235294117647,0.7205882352941176,0.8022388059701493,0.8088235294117648,0.7205882352941176,0.4140643950000005,0.0019988259999994,0.0008904520000001,0.0008176999999998
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38105,DecisionTree,openml__profb__3561,openml__profb__3561__fold_0,random_1_s0,binary,0.5292886902242028,2.069019636111971,2.0369470334832407,0.7257548176511204,0.6096618357487923,0.6661835748792271,0.6902985074626866,0.7058823529411765,0.7058823529411765,0.6902985074626866,0.7058823529411765,0.7058823529411765,0.0011282430000001,0.0003341970000003,0.0001300699999999,0.0001169979999997
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132820,RandomForest,openml__profb__3561,openml__profb__3561__fold_0,random_2_s0,binary,0.5514346238374506,0.6372328793922758,0.6001105246352214,0.7660379135019774,0.6086956521739131,0.6628019323671498,0.7052238805970149,0.7205882352941176,0.7058823529411765,0.7052238805970149,0.7205882352941176,0.7058823529411765,0.0142010600000004,0.0046739049999997,0.0034576219999999,0.0035705210000003
139798,SAINT,openml__profb__3561,openml__profb__3561__fold_0,random_10_s0,binary,0.6327603622826178,0.6396525966770509,0.6402657404541969,0.6500376624191828,0.4985507246376812,0.4811594202898551,0.667910447761194,0.6617647058823529,0.6617647058823529,0.667910447761194,0.6617647058823529,0.6617647058823529,13.70242035199999,0.1395862789997863,0.0827895550000903,0.0812878490000912
151353,STG,openml__profb__3561,openml__profb__3561__fold_0,random_18_s0,binary,0.6193534076881053,0.6266825641779339,0.6173385517562137,0.6831335132760028,0.642512077294686,0.7014492753623189,0.6847014925373134,0.7058823529411765,0.6617647058823529,0.6847014925373134,0.7058823529411765,0.6617647058823529,10.031996947999914,0.0039142579998951,0.001245309000069,0.0011168349999479
162892,SVM,openml__profb__3561,openml__profb__3561__fold_0,random_2_s0,binary,0.6051706075169904,0.6036328208757483,0.5993677452953297,0.69562488230494,0.7207729468599033,0.7449275362318839,0.6772388059701493,0.6911764705882353,0.6911764705882353,0.6772388059701493,0.6911764705882353,0.6911764705882353,0.0615042920000004,0.0131714980000001,0.0018632869999999,0.0017614450000005
174841,TabNet,openml__profb__3561,openml__profb__3561__fold_0,random_13_s0,binary,4.647599717873177,4.418942220498762,5.937336406380829,0.5360382273554705,0.5917874396135265,0.423671497584541,0.6138059701492538,0.7205882352941176,0.5882352941176471,0.6138059701492538,0.7205882352941176,0.5882352941176471,7.340974927999923,0.0490186769998217,0.0099810710003112,0.0103353219997188
181881,TabPFNModel,openml__profb__3561,openml__profb__3561__fold_0,default,binary,0.5078116211928984,0.628326885840472,0.5963134190396351,0.8289498462117884,0.6086956521739131,0.6579710144927536,0.753731343283582,0.6911764705882353,0.6470588235294118,0.753731343283582,0.6911764705882353,0.6470588235294118,0.0007251730000001,1.4759492560000007,0.5469780269999998,0.5454466179999997
203312,VIME,openml__profb__3561,openml__profb__3561__fold_0,random_14_s0,binary,0.5690238607574755,0.6067492144511026,0.591068122535944,0.7678268784131567,0.6647342995169082,0.7140096618357488,0.6958955223880597,0.6764705882352942,0.7205882352941176,0.6958955223880597,0.6764705882352942,0.7205882352941176,6.600884183999824,0.042208477000031,0.039016083999968,0.0402599870001267
218269,XGBoost,openml__profb__3561,openml__profb__3561__fold_0,random_10_s0,binary,0.0694990332664942,0.7509872096056557,0.6476088753141298,1.0,0.6772946859903382,0.6888888888888889,1.0,0.7352941176470589,0.6323529411764706,1.0,0.735294117647059,0.6323529411764706,0.1866340149999992,0.0031481869999971,0.0006940300000017,0.0005640710000029
231008,rtdl_FTTransformer,openml__profb__3561,openml__profb__3561__fold_0,random_9_s0,binary,0.5199909485709756,0.5849493622560712,0.5664804114357513,0.7991180716841378,0.7033816425120772,0.7391304347826088,0.7406716417910447,0.75,0.7058823529411765,0.7406716417910447,0.75,0.7058823529411765,6.889398611999923,0.0608893239999588,0.0511084280000204,0.0499085590000731
245665,rtdl_MLP,openml__profb__3561,openml__profb__3561__fold_0,random_10_s0,binary,0.4917725563021515,0.5493678894880063,0.6216688432237681,0.8382399096101939,0.7497584541062802,0.6550724637681159,0.789179104477612,0.7352941176470589,0.6470588235294118,0.789179104477612,0.735294117647059,0.6470588235294118,3.3565546460000064,0.0534393439999689,0.0466578589999926,0.047402433000002
260299,rtdl_ResNet,openml__profb__3561,openml__profb__3561__fold_0,random_19_s0,binary,0.5519656768179874,0.5992877046741983,0.5799730822224828,0.758599585713389,0.6821256038647343,0.6985507246376812,0.710820895522388,0.7058823529411765,0.7352941176470589,0.710820895522388,0.7058823529411765,0.735294117647059,4.275804691000076,0.0486375140000063,0.0428836070000215,0.0445228540000925
12005,CatBoost,openml__profb__3561,openml__profb__3561__fold_1,random_14_s0,binary,0.391163087533016,0.5290847566550891,0.56342124771984,0.9374863456196748,0.7676767676767676,0.7294685990338164,0.8584729981378026,0.7761194029850746,0.7058823529411765,0.8584729981378026,0.7761194029850746,0.7058823529411765,0.5993754440000032,0.0017740959999912,0.0007429479999956,0.0007124300000072
23144,DANet,openml__profb__3561,openml__profb__3561__fold_1,random_17_s0,binary,1.3933676536873385,1.2723608969174045,1.203003866469263,0.5903139727224493,0.6373737373737374,0.6057971014492755,0.6890130353817505,0.7313432835820896,0.6617647058823529,0.6890130353817505,0.7313432835820896,0.6617647058823529,57.70252810999955,0.0594836239997675,0.0443969580001066,0.0438159189998259
38126,DecisionTree,openml__profb__3561,openml__profb__3561__fold_1,random_11_s0,binary,0.5559080648057373,0.5693915774931305,1.617552666195573,0.7052136325333167,0.7085858585858587,0.5734299516908212,0.6927374301675978,0.6865671641791045,0.6764705882352942,0.6927374301675978,0.6865671641791045,0.6764705882352942,0.000968678,0.0003300429999999,0.000136291,0.0001238139999997
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75210,LightGBM,openml__profb__3561,openml__profb__3561__fold_1,random_12_s0,binary,0.3997202275373994,0.5771151528850061,0.6221056787043802,0.8862941231547079,0.7424242424242424,0.7444444444444445,0.819366852886406,0.7761194029850746,0.7647058823529411,0.819366852886406,0.7761194029850746,0.7647058823529412,0.0126606200000001,0.0046572939999993,0.0002032679999999,0.0001743889999996
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105284,MLP,openml__profb__3561,openml__profb__3561__fold_1,random_17_s0,binary,0.5882349165929984,0.6121877500815178,0.602402142194264,0.6892887238226023,0.6272727272727272,0.6560386473429952,0.6927374301675978,0.7164179104477612,0.7058823529411765,0.6927374301675978,0.7164179104477613,0.7058823529411765,4.703178952999906,0.0410048380000489,0.0399433779999753,0.0384411680000766
119232,NODE,openml__profb__3561,openml__profb__3561__fold_1,default,binary,0.5916364465456879,0.6143146971268441,0.6136266054476008,0.7052370400424456,0.6515151515151515,0.6434782608695653,0.6983240223463687,0.6865671641791045,0.6911764705882353,0.6983240223463687,0.6865671641791045,0.6911764705882353,15.910422320000002,0.0515472949999988,0.0155217630000024,0.0156108189999955
132828,RandomForest,openml__profb__3561,openml__profb__3561__fold_1,default,binary,0.4872933559914651,0.6049699785559758,0.6294050488083455,0.8848662650978434,0.6505050505050505,0.5951690821256039,0.7746741154562383,0.7014925373134329,0.6617647058823529,0.7746741154562382,0.7014925373134329,0.6617647058823529,0.1194573600000001,0.0244668329999999,0.015489187,0.0149732079999997
139825,SAINT,openml__profb__3561,openml__profb__3561__fold_1,default,binary,0.4463277172671849,0.5537756079279664,0.7140923403203487,0.8559189788084018,0.7131313131313132,0.6164251207729469,0.7858472998137802,0.7761194029850746,0.6617647058823529,0.7858472998137801,0.7761194029850746,0.6617647058823529,15.605335806,0.0836769059999937,0.055592464,0.0580592109999997
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174888,TabNet,openml__profb__3561,openml__profb__3561__fold_1,random_29_s0,binary,0.6317907404969663,0.5986820149110325,0.7232084346332532,0.6753378483817609,0.7121212121212122,0.5816425120772947,0.6759776536312849,0.746268656716418,0.5882352941176471,0.6759776536312849,0.746268656716418,0.5882352941176471,7.006860917000267,0.0418835830005264,0.0085680510001111,0.0084576819999711
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260439,rtdl_ResNet,openml__qsar-biodeg__9957,openml__qsar-biodeg__9957__fold_2,default,binary,0.1959233673648446,0.3010374075823182,0.4605451476038825,0.9774307742699488,0.9313492063492064,0.861111111111111,0.9276393831553974,0.8867924528301887,0.839622641509434,0.9276393831553974,0.8867924528301887,0.839622641509434,3.4517679710000007,0.0514068330000014,0.0465587790000014,0.0465085260000002
12151,CatBoost,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,random_10_s0,binary,0.1334880023780469,0.1336680392934367,0.1627454527640643,0.9982631350412504,1.0,1.0,0.9791666666666666,1.0,1.0,0.9791666666666666,1.0,1.0,0.0138350470000006,0.0005711489999988,0.0005646270000028,0.0004759730000003
23286,DANet,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,default,binary,0.1444766364763457,0.0594164237384878,0.1550896757908049,0.9900130264871906,1.0,1.0,0.9270833333333334,1.0,0.9166666666666666,0.9270833333333334,1.0,0.9166666666666666,8.793878969,0.0310062389999998,0.0286272240000009,0.0280079670000006
38274,DecisionTree,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,default,binary,9.992007221626413e-16,2.8782313662425576,9.992007221626413e-16,1.0,0.9,1.0,1.0,0.9166666666666666,1.0,1.0,0.9166666666666666,1.0,0.000720129,0.000182463,0.0001072709999998,0.0001030819999998
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105429,MLP,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,random_12_s0,binary,0.168643654998489,0.0800062651978829,0.1469624818955738,0.9882761615284412,1.0,1.0,0.9166666666666666,1.0,0.9166666666666666,0.9166666666666666,1.0,0.9166666666666666,2.3767994979999685,0.0406475799999839,0.0406801070000142,0.0401881970000204
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132978,RandomForest,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,default,binary,0.0449460781674806,0.1237993052044667,0.1346605843346983,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.103689066,0.0178817179999999,0.0153587430000001,0.014701241
139887,SAINT,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,default,binary,0.2684352877743852,0.1016526341748734,0.1620313138701021,0.9895788102475034,1.0,1.0,0.8958333333333334,1.0,0.9166666666666666,0.8958333333333334,1.0,0.9166666666666666,14.145508621,0.0533447880000004,0.0514081210000014,0.0495550300000005
151524,STG,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,default,binary,0.2658371397604545,0.1142521053552627,0.1716388734057545,0.9392097264437692,1.0,1.0,0.8958333333333334,1.0,0.9166666666666666,0.8958333333333334,1.0,0.9166666666666666,2.814979312,0.0018507030000005,0.0008362880000003,0.0007535500000006
163011,SVM,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,default,binary,0.071664802093228,0.0913873898299527,0.1381850653421884,0.9986973512809378,1.0,1.0,0.9895833333333334,1.0,0.9166666666666666,0.9895833333333334,1.0,0.9166666666666666,0.0020627479999997,0.0006022269999998,0.000192733,0.0001514100000004
175018,TabNet,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,random_10_s0,binary,4.628676455918192,1.9868217293606e-08,2.87823139627775,0.8601823708206686,1.0,0.9142857142857144,0.8020833333333334,1.0,0.9166666666666666,0.8020833333333334,1.0,0.9166666666666666,6.567528405000019,0.0236347080000314,0.0208562239999992,0.0205479539999942
182061,TabPFNModel,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,default,binary,0.0043505430431878,0.1530673046839486,0.0562465499421402,1.0,0.9714285714285716,1.0,1.0,0.9166666666666666,1.0,1.0,0.9166666666666666,1.0,0.0006408770000003,0.655181798000001,0.0474906449999998,0.0473178549999993
203495,VIME,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,random_17_s0,binary,0.6609843267748753,0.6601358552773794,0.66697991391023,0.9934867564046896,1.0,1.0,0.9479166666666666,1.0,0.9166666666666666,0.9479166666666666,1.0,0.9166666666666666,1.504435887999989,0.0442173389999993,0.0411790859999996,0.0406681910000088
218458,XGBoost,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,random_19_s0,binary,0.2980898921377957,0.2979189418256283,0.3366784093280633,0.9939209726443768,0.9714285714285714,1.0,0.96875,0.9166666666666666,0.9166666666666666,0.96875,0.9166666666666666,0.9166666666666666,0.0142283479999996,0.0006840169999993,0.0003698000000014,0.0003299910000009
231159,rtdl_FTTransformer,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,default,binary,0.0053147246411147,0.0082414459708767,0.208571556431707,1.0,1.0,1.0,1.0,1.0,0.9166666666666666,1.0,1.0,0.9166666666666666,5.688850848,0.0480432450000005,0.0492072070000002,0.045964735
245844,rtdl_MLP,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,default,binary,0.2127041110449986,0.0415908445441293,0.1954543979319586,0.982197134172818,1.0,0.9714285714285716,0.8958333333333334,1.0,0.9166666666666666,0.8958333333333334,1.0,0.9166666666666666,2.037692814,0.0393398109999996,0.0389732900000012,0.0395430399999998
260476,rtdl_ResNet,openml__rabe_266__3647,openml__rabe_266__3647__fold_0,random_16_s0,binary,0.2255034817111057,0.2615054516742627,0.3023342757175366,0.9986973512809378,1.0,0.9714285714285716,0.9791666666666666,1.0,0.9166666666666666,0.9791666666666666,1.0,0.9166666666666666,5.217769085999976,0.041268610999964,0.0394979950000333,0.0394934900000407
12180,CatBoost,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,default,binary,0.0038184316466285,0.0167840297581016,0.1338611860120561,1.0,1.0,0.9714285714285716,1.0,1.0,0.9166666666666666,1.0,1.0,0.9166666666666666,0.1799423339999997,0.0006466679999999,0.0005532640000005,0.000528203
23316,DANet,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,default,binary,0.1270352698428733,0.0818430652848671,0.0870144021174989,0.9943551888840644,1.0,1.0,0.9479166666666666,1.0,1.0,0.9479166666666666,1.0,1.0,7.256867825,0.0294504919999987,0.0278661020000008,0.0282500269999985
38304,DecisionTree,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,default,binary,9.992007221626413e-16,9.992007221626413e-16,9.992007221626413e-16,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0004149289999999,0.0001402130000001,0.000111038,8.831300000000653e-05
60692,KNN,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,random_28_s0,binary,0.0708381942970249,0.0851376039609993,0.1561169548557144,0.997394702561876,1.0,0.9857142857142857,0.9791666666666666,1.0,0.9166666666666666,0.9791666666666666,1.0,0.9166666666666666,0.0003653890000006,0.0032130710000002,0.0029495549999998,0.0027639189999995
75388,LightGBM,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,random_10_s0,binary,0.3138939008862822,0.1776410717123102,0.8780767317904647,0.9587494572297004,0.9714285714285716,0.9,0.8854166666666666,0.9166666666666666,0.9166666666666666,0.8854166666666666,0.9166666666666666,0.9166666666666666,0.0083786490000008,0.0002499939999989,0.0001300949999993,0.0001174869999989
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105459,MLP,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,random_12_s0,binary,0.0640635833033608,0.0688570163862702,0.078169810284938,1.0,1.0,1.0,0.9791666666666666,1.0,1.0,0.9791666666666666,1.0,1.0,5.001199688000042,0.0467402269999865,0.0463284109999904,0.0467723060000366
119400,NODE,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,default,binary,0.3369730847577254,0.3295082151889801,0.3686130742232005,1.0,1.0,1.0,1.0,1.0,0.9166666666666666,1.0,1.0,0.9166666666666666,4.826615838,0.0154273919999994,0.0135342919999992,0.0134532739999997
133008,RandomForest,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,default,binary,0.0298041318299916,0.0522329868129408,0.1162290244743346,1.0,1.0,1.0,1.0,1.0,0.9166666666666666,1.0,1.0,0.9166666666666666,0.0997404809999999,0.0159752330000002,0.0128547230000002,0.013360392
139918,SAINT,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,random_10_s0,binary,0.163175838397971,0.0761284451000392,0.1621573106385767,0.9926183239253148,1.0,1.0,0.9270833333333334,1.0,0.9166666666666666,0.9270833333333334,1.0,0.9166666666666666,25.424759013999847,0.0892840999999862,0.0884324230000856,0.0798216059999958
151555,STG,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,random_10_s0,binary,0.0578470932571993,0.0638065725991812,0.0638313541227641,1.0,1.0,1.0,0.96875,1.0,1.0,0.96875,1.0,1.0,2.409562416,0.001409040999988,0.0008395780000114,0.0007346149999989
163042,SVM,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,random_10_s0,binary,0.0566456986601675,0.035369997713546,0.1477846364735733,1.0,1.0,0.9714285714285716,1.0,1.0,0.9166666666666666,1.0,1.0,0.9166666666666666,0.0012717019999999,0.0002277589999999,0.0001133269999997,0.0001525359999998
175072,TabNet,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,random_5_s0,binary,4.383740086030836,1.6248817701125517e-05,1.982068697611491,0.8725575336517586,1.0,1.0,0.84375,1.0,0.8333333333333334,0.84375,1.0,0.8333333333333334,1.544475897999973,0.0188859220000097,0.017167234999988,0.0166390389999833
182091,TabPFNModel,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,default,binary,0.0044336269293694,0.0008600081976813,0.1620895208548063,1.0,1.0,0.9714285714285716,1.0,1.0,0.9166666666666666,1.0,1.0,0.9166666666666666,0.0003834030000007,0.0622985490000012,0.046791186,0.0456202070000006
203521,VIME,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,random_13_s0,binary,0.6905218046158552,0.6856300234794617,0.6901439726352692,0.6231003039513678,0.8,0.6285714285714286,0.6770833333333334,0.75,0.5833333333333334,0.6770833333333334,0.75,0.5833333333333334,1.3597046589999875,0.0412490359999822,0.0429823510000062,0.0437742619999994
218487,XGBoost,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,random_18_s0,binary,0.2869548282275597,0.3361900647481282,0.3111377668877442,0.9963091619626574,1.0,0.9714285714285716,0.9791666666666666,1.0,0.8333333333333334,0.9791666666666666,1.0,0.8333333333333334,0.0158349810000011,0.0007464779999999,0.0003729220000003,0.0003321849999995
231189,rtdl_FTTransformer,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,default,binary,0.0064473426561259,0.0046048110622602,0.2250158853712491,1.0,1.0,0.9714285714285716,1.0,1.0,0.8333333333333334,1.0,1.0,0.8333333333333334,4.5385914110000005,0.048157414000002,0.049253427,0.046035953999997
245897,rtdl_MLP,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,random_3_s0,binary,0.1847873374101485,0.159731855526239,0.1415200639797464,0.9813287016934432,1.0,1.0,0.8854166666666666,1.0,0.9166666666666666,0.8854166666666666,1.0,0.9166666666666666,1.3436824720000118,0.04010112200001,0.0397872440000099,0.0415174729999989
260500,rtdl_ResNet,openml__rabe_266__3647,openml__rabe_266__3647__fold_1,random_10_s0,binary,0.1304888544555069,0.0359082525295283,0.4379929470087518,1.0,1.0,0.9714285714285716,0.9583333333333334,1.0,0.9166666666666666,0.9583333333333334,1.0,0.9166666666666666,4.958650491999947,0.0408935430000383,0.039902379999944,0.0424522280000019
12210,CatBoost,openml__rabe_266__3647,openml__rabe_266__3647__fold_2,default,binary,0.0142446835443241,0.1280521825751944,0.0449549844858571,1.0,1.0,1.0,1.0,0.9166666666666666,1.0,1.0,0.9166666666666666,1.0,0.0584265989999996,0.000586513,0.0005023609999996,0.000493274
23347,DANet,openml__rabe_266__3647,openml__rabe_266__3647__fold_2,random_10_s0,binary,0.1546538169891688,0.0314025678018445,0.4537946865893912,0.9939130434782608,1.0,0.9714285714285716,0.9791666666666666,1.0,0.9166666666666666,0.9791666666666666,1.0,0.9166666666666666,9.09963141600008,0.0370962389999931,0.0337807119999524,0.0329417240000111
38339,DecisionTree,openml__rabe_266__3647,openml__rabe_266__3647__fold_2,random_14_s0,binary,9.992007221626413e-16,2.8782313662425576,9.992007221626413e-16,1.0,0.9166666666666669,1.0,1.0,0.9166666666666666,1.0,1.0,0.9166666666666666,1.0,0.0003668389999997,0.0001314639999998,9.496799999997307e-05,8.661400000020691e-05
60702,KNN,openml__rabe_266__3647,openml__rabe_266__3647__fold_2,default,binary,0.1002348228960726,0.1530672680452247,0.1787590480164344,0.9945652173913044,1.0,0.9714285714285716,0.96875,0.9166666666666666,0.9166666666666666,0.96875,0.9166666666666666,0.9166666666666666,0.0003659929999999,0.0033128609999999,0.0027004279999998,0.002760131
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90324,LinearModel,openml__rabe_266__3647,openml__rabe_266__3647__fold_2,default,binary,0.0988797338352698,0.078781421369408,0.1343758482190904,0.9939130434782608,1.0,0.9714285714285716,0.9583333333333334,1.0,0.8333333333333334,0.9583333333333334,1.0,0.8333333333333334,0.0028446900000003,0.0003581069999998,0.0002376989999999,0.0001629599999999
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133039,RandomForest,openml__rabe_266__3647,openml__rabe_266__3647__fold_2,random_10_s0,binary,0.0239163961904141,0.116949985751903,0.0743811837714039,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0111524389999999,0.0034835019999999,0.0032652269999999,0.0032547809999989
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203629,VIME,openml__satimage__2074,openml__satimage__2074__fold_1,random_27_s0,classification,0.6521046680363453,0.6047160068503622,0.6651832976943186,0.9823477020411358,0.986236579884581,0.984231198965516,0.9298211508553654,0.9191290824261276,0.91601866251944,0.9271367550516508,0.9161268172591788,0.9120201373070962,53.13231598100174,0.0874417109989735,0.0531916410000121,0.0563051569988601
218701,XGBoost,openml__satimage__2074,openml__satimage__2074__fold_1,random_13_s0,classification,0.0061427791457456,0.2397072412136402,0.197052851687937,1.0,0.9913220095781125,0.9931422286175818,1.0,0.9222395023328148,0.9315707620528773,1.0,0.9199544651818272,0.9296791140472042,0.9738586200000156,0.063684999000003,0.0099209880000046,0.0123980099999982
231306,rtdl_FTTransformer,openml__satimage__2074,openml__satimage__2074__fold_1,random_7_s0,classification,0.4126942157982212,0.5881475723353379,0.5218226943929617,0.983629044078784,0.9837121701697508,0.986908085036378,0.9500388802488337,0.9237947122861586,0.9284603421461898,0.9487856772061016,0.9217357298857312,0.9260804279287176,83.85838532300022,0.2884230650001882,0.0738698210002439,0.075505382999836
246166,rtdl_MLP,openml__satimage__2074,openml__satimage__2074__fold_1,random_2_s0,classification,0.6891647248029817,0.8353124542256289,0.7173791106563144,0.9824584517181214,0.9810319432657942,0.9853935443429562,0.9420684292379472,0.9206842923794712,0.906687402799378,0.9404904114708124,0.918668334996582,0.9039815231789528,23.370554014999986,0.0908048370000074,0.0552903040000387,0.0657603639999706
260774,rtdl_ResNet,openml__satimage__2074,openml__satimage__2074__fold_1,random_14_s0,classification,0.4795433419707973,0.6204477294233525,0.490991041479472,0.9844267040056706,0.9842263876410032,0.9885811820940988,0.9434292379471227,0.9206842923794712,0.9253499222395024,0.9416339062715452,0.9171582436539452,0.9229508809795406,26.46840440000005,0.0961287690001881,0.0557018770000468,0.0551285910000842
12320,CatBoost,openml__satimage__2074,openml__satimage__2074__fold_2,random_28_s0,classification,0.1620389070719111,0.2771524772345282,0.2495457773607553,0.996201735037405,0.9843433528144688,0.9892256692152,0.9490668740279938,0.906687402799378,0.8989113530326595,0.9481730080495396,0.9040939904333084,0.8975486523814745,1.311792639000032,0.0437748949999559,0.0132352520000722,0.0107831020000048
23419,DANet,openml__satimage__2074,openml__satimage__2074__fold_2,random_8_s0,classification,0.1357424796878161,0.2159376399268287,0.2224259859442457,0.9960635901557076,0.9892975847418664,0.99220108324928,0.9508164852255054,0.9315707620528773,0.9206842923794712,0.9486244688534688,0.9269784690885512,0.9180106566729488,189.4293147110002,0.2243073050012753,0.0213478049990953,0.0212570759977097
38628,DecisionTree,openml__satimage__2074,openml__satimage__2074__fold_2,random_4_s0,classification,0.1106478545142663,1.9765391960981389,3.49597173053057,0.9959731221024828,0.9463218254176036,0.9032516468267644,0.9652021772939346,0.8709175738724728,0.8398133748055988,0.9647212665902394,0.8713324401112044,0.8379048734086535,0.1892881109999997,0.0053651409999986,0.0017477460000012,0.0012214809999999
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75521,LightGBM,openml__satimage__2074,openml__satimage__2074__fold_2,random_1_s0,classification,0.0127686878603882,0.2510761057993332,0.2380025164929259,1.0,0.9881138593915068,0.9909731422227044,1.0,0.9237947122861586,0.9206842923794712,1.0,0.919919559994086,0.9200623764375908,3.245043954,0.0832279190000004,0.0073605240000009,0.0183610170000001
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119462,NODE,openml__satimage__2074,openml__satimage__2074__fold_2,default,classification,0.1611427203991086,0.3152151991776878,0.2904250659396173,0.9966292679517396,0.9808494485148096,0.9888705406454854,0.97900466562986,0.906687402799378,0.9191290824261276,0.9785943251202034,0.9032267981553024,0.9181436822515276,192.15294953700004,0.3868361219999769,0.0535096820000262,0.0528975259999242
133325,RandomForest,openml__satimage__2074,openml__satimage__2074__fold_2,random_25_s0,classification,0.148342844181784,0.2976194017997182,0.2700646438571165,0.998359619313223,0.9818412271932144,0.989276292235862,0.9729782270606532,0.9129082426127528,0.906687402799378,0.9722266790988184,0.9083779268028208,0.9042431624889066,0.55757230399999,0.1222558670000069,0.0459441399999889,0.0406375550000177
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163173,SVM,openml__satimage__2074,openml__satimage__2074__fold_2,random_20_s0,classification,0.1213746325379403,0.2424146007359389,0.2362115092583031,0.9969736553111516,0.9865966074200652,0.9899041518604332,0.963452566096423,0.9206842923794712,0.9051321928460342,0.9626279299393128,0.9177456065329256,0.9004490674877407,5.7813973180000175,2.118922743999974,0.2723098050000772,0.2674353590000464
175227,TabNet,openml__satimage__2074,openml__satimage__2074__fold_2,default,classification,0.1319511372272299,0.2621804916192979,0.2637635628155915,0.9953594874536438,0.9867965932720302,0.9896090160027172,0.953149300155521,0.9206842923794712,0.9144634525660964,0.9524220677485886,0.9184099216336884,0.9121075236580992,164.388104418,0.5322945409999988,0.0751381869999932,0.0741507939999905
203669,VIME,openml__satimage__2074,openml__satimage__2074__fold_2,random_9_s0,classification,0.5260971212559266,0.555868687965937,0.5037752479484081,0.983123323097668,0.9804367873351406,0.9855951846844836,0.92651632970451,0.9206842923794712,0.9129082426127528,0.9241831936460848,0.9165643328796416,0.9085362256153848,49.842687664999175,0.0784424670000589,0.0459707129994058,0.0478896149998036
218731,XGBoost,openml__satimage__2074,openml__satimage__2074__fold_2,random_13_s0,classification,0.0067148316289479,0.2745139163894498,0.2487453994386559,1.0,0.9875660241000312,0.991335186200399,1.0,0.9237947122861586,0.9191290824261276,1.0,0.9205651977301214,0.916969745850374,0.917847810000012,0.0575962019999849,0.0128302699999949,0.0086849969999889
231316,rtdl_FTTransformer,openml__satimage__2074,openml__satimage__2074__fold_2,random_16_s0,classification,0.5904601593318878,0.7027862723949952,0.7999689448349172,0.981349164422794,0.9761769758425728,0.9808456915073492,0.9360419906687404,0.917573872472784,0.906687402799378,0.9331834873191304,0.911369884256239,0.8981573191601426,83.88978907299952,0.2895856149998508,0.0814401150000776,0.0761771610004871
246193,rtdl_MLP,openml__satimage__2074,openml__satimage__2074__fold_2,random_27_s0,classification,0.6849545493085911,0.9672411121540864,0.935299500846346,0.984305890962549,0.9757676666619056,0.9819123886970452,0.94848367029549,0.9144634525660964,0.911353032659409,0.9465887133980386,0.9093714781200888,0.9062985722666956,22.999581655999464,0.0962206829999559,0.0637308219993428,0.0641659140001138
260801,rtdl_ResNet,openml__satimage__2074,openml__satimage__2074__fold_2,random_11_s0,classification,0.2967069943670481,0.5344418609029166,0.5103845426510379,0.9857953678126854,0.9784136910257056,0.983305578373846,0.9601477449455676,0.9144634525660964,0.9129082426127528,0.959063137880451,0.9102740783224064,0.909265889684982,30.7587021129998,0.0982499050001024,0.0572477589998925,0.0617160229999171
12330,CatBoost,openml__scene__3485,openml__scene__3485__fold_0,default,binary,0.0171286576281707,0.1074252223274887,0.0442881645429967,1.0,0.9626497533474278,0.9983556495184402,0.9989610389610388,0.979253112033195,0.9875518672199172,0.9989610389610388,0.979253112033195,0.9875518672199172,14.459336663000002,0.0555947219999986,0.0064858930000006,0.0059487019999977
23429,DANet,openml__scene__3485,openml__scene__3485__fold_0,random_17_s0,binary,0.0300759665888921,0.1262083061014746,0.0357662456262081,0.9973087506879472,0.9718111346018324,0.9965938454310548,0.9927272727272728,0.979253112033195,0.991701244813278,0.9927272727272728,0.979253112033195,0.991701244813278,82.78460184999858,0.1659117340004741,0.0492767440009629,0.0481321719998959
38635,DecisionTree,openml__scene__3485,openml__scene__3485__fold_0,random_10_s0,binary,0.0141057968546802,1.3454792982646402,1.0220128379169682,0.9990267840763164,0.9353417899929528,0.9592435987784824,0.9963636363636365,0.950207468879668,0.966804979253112,0.9963636363636365,0.950207468879668,0.966804979253112,0.4215189209999934,0.0164394899999962,0.0023467250000024,0.0022066909999978
60822,KNN,openml__scene__3485,openml__scene__3485__fold_0,default,binary,0.1191472210402554,0.160409295058147,0.14670499536751,0.9888011374059806,0.9709889593610525,0.9832041343669252,0.9584415584415584,0.946058091286307,0.9294605809128632,0.9584415584415584,0.946058091286307,0.9294605809128632,0.0686348809999999,3.263831563,0.4126083449999997,0.4122859380000001
75550,LightGBM,openml__scene__3485,openml__scene__3485__fold_0,random_19_s0,binary,0.0676790073733228,0.1104864250315104,0.0716089835348302,0.997195010089892,0.9759220108057316,0.994127319708715,0.99012987012987,0.979253112033195,0.991701244813278,0.99012987012987,0.979253112033195,0.991701244813278,1.450383885000008,0.0542621129999929,0.0168101319999891,0.0138078749999976
90606,LinearModel,openml__scene__3485,openml__scene__3485__fold_0,default,binary,0.0503407147755868,0.1282645835092926,0.0675007317545456,0.9978792882039994,0.9570119802677942,0.9887244538407328,0.9906493506493508,0.970954356846473,0.991701244813278,0.9906493506493508,0.970954356846473,0.991701244813278,0.0659910139999997,0.0248011889999997,0.0138877479999997,0.0126531970000001
105810,MLP,openml__scene__3485,openml__scene__3485__fold_0,random_4_s0,binary,0.027017714439766,0.1248755832553587,0.0422568684811549,0.9969033204916528,0.9660559079163732,0.9920131548038524,0.9942857142857144,0.975103734439834,0.991701244813278,0.9942857142857144,0.975103734439834,0.991701244813278,5.811103906000028,0.0766210150000006,0.0443771719999972,0.0453733230000352
119464,NODE,openml__scene__3485,openml__scene__3485__fold_0,random_1_s0,binary,0.1213369386188395,0.1608902726059632,0.1263135254877731,0.987116125481563,0.9393939393939394,0.9915433403805496,0.9942857142857144,0.975103734439834,0.991701244813278,0.9942857142857144,0.975103734439834,0.991701244813278,236.845558443,0.5715898159999142,0.065271224999833,0.065512506999994
133355,RandomForest,openml__scene__3485,openml__scene__3485__fold_0,random_25_s0,binary,0.0981567499907627,0.2655237686952281,0.2540116861885209,1.0,0.9267089499647638,0.9479680526192156,0.9968831168831168,0.921161825726141,0.9045643153526972,0.9968831168831168,0.921161825726141,0.9045643153526972,0.7066771679999988,0.0380288069999892,0.0149225410000042,0.015105707999993
139989,SAINT,openml__scene__3485,openml__scene__3485__fold_0,default,binary,0.0282080812658368,0.0879221658531462,0.034526117173749,0.9984791781324528,0.9797979797979798,0.9985905567300916,0.9927272727272728,0.979253112033195,0.991701244813278,0.9927272727272728,0.979253112033195,0.991701244813278,851.9387109400001,1.1812739419999616,0.2015056889999869,0.1969508040000391
151829,STG,openml__scene__3485,openml__scene__3485__fold_0,random_14_s0,binary,0.0395308772749312,0.1110484904955122,0.0416720541197945,0.9965620986974868,0.976626732440686,0.9950669485553206,0.99012987012987,0.979253112033195,0.991701244813278,0.99012987012987,0.979253112033195,0.991701244813278,31.76548707500024,0.0645750590001625,0.0099505189991759,0.0087659830005577
163191,SVM,openml__scene__3485,openml__scene__3485__fold_0,default,binary,0.0349945440916185,0.1138415398423033,0.0457300272229163,0.9968262704090992,0.9545454545454544,0.992130608409678,0.99012987012987,0.979253112033195,0.991701244813278,0.99012987012987,0.979253112033195,0.991701244813278,1.0338819630000002,0.3040007799999999,0.0403460300000002,0.0399811049999998
175251,TabNet,openml__scene__3485,openml__scene__3485__fold_0,default,binary,0.0515806242994311,0.105743570231078,0.0667207494257429,0.987749036873968,0.9579516091143998,0.9823819591261452,0.9911688311688313,0.979253112033195,0.9875518672199172,0.9911688311688313,0.979253112033195,0.9875518672199172,42.754259804,0.2605833060000009,0.0335272619999997,0.0331952339999972
203675,VIME,openml__scene__3485,openml__scene__3485__fold_0,random_14_s0,binary,0.0837504991854021,0.1260908681267443,0.1121525220589736,0.9916767565584296,0.977448907681466,0.9868451961475218,0.9797402597402596,0.95850622406639,0.966804979253112,0.9797402597402596,0.95850622406639,0.966804979253112,55.6241252460004,0.0869745340005465,0.053802401998837,0.0495151220002298
218759,XGBoost,openml__scene__3485,openml__scene__3485__fold_0,random_11_s0,binary,0.032799661622081,0.1080556147648755,0.0520934855321004,0.999935791597872,0.9612403100775194,0.995301855766972,0.9922077922077922,0.979253112033195,0.991701244813278,0.9922077922077922,0.979253112033195,0.991701244813278,0.2311640390000064,0.0273776760000004,0.0072645119999918,0.0070106960000089
231339,rtdl_FTTransformer,openml__scene__3485,openml__scene__3485__fold_0,default,binary,0.044875636792911,0.0809822845566415,0.039699492948777,0.9911319024032288,0.9911909795630726,0.992130608409678,0.99012987012987,0.979253112033195,0.991701244813278,0.99012987012987,0.979253112033195,0.991701244813278,40.806485786,1.172804590999995,0.6060170599999992,0.6535409419999993
246205,rtdl_MLP,openml__scene__3485,openml__scene__3485__fold_0,random_10_s0,binary,0.0346919691348049,0.0982974388265685,0.0382623518578819,0.9983122362869198,0.9693446088794926,0.9977683814893116,0.9927272727272728,0.979253112033195,0.991701244813278,0.9927272727272728,0.979253112033195,0.991701244813278,6.42078126399997,0.0869009650000407,0.0527836710000428,0.0553229150000333
260833,rtdl_ResNet,openml__scene__3485,openml__scene__3485__fold_0,random_13_s0,binary,0.0495151706750428,0.0945286418983476,0.0556415396534529,0.9975435699871584,0.9755696499882548,0.9975334742776604,0.987012987012987,0.979253112033195,0.991701244813278,0.987012987012987,0.979253112033195,0.991701244813278,6.986840743999892,0.0970092359998489,0.0571159940000143,0.0612969750000047
12384,CatBoost,openml__scene__3485,openml__scene__3485__fold_1,random_4_s0,binary,0.0276948189071851,0.0991209229303541,0.1058200902339756,0.9999633094844984,0.9746300211416492,0.96805261921541,0.9937662337662336,0.979253112033195,0.979253112033195,0.9937662337662336,0.979253112033195,0.979253112033195,5.56878580700004,0.0469036410000853,0.0062236840000196,0.0061612179999883
23458,DANet,openml__scene__3485,openml__scene__3485__fold_1,random_16_s0,binary,0.0225092671922039,0.1021193667403274,0.2398415270305183,0.9999743166391488,0.9847310312426591,0.979328165374677,0.9932467532467532,0.9875518672199172,0.941908713692946,0.9932467532467532,0.9875518672199172,0.941908713692946,88.56612421200043,0.1265517459996772,0.0356696019989613,0.0353547909999178
38668,DecisionTree,openml__scene__3485,openml__scene__3485__fold_1,random_13_s0,binary,0.014826743431283,1.6629460720923142,1.952038272155361,0.9990533847000552,0.8848367394879022,0.91220342964529,0.995844155844156,0.9377593360995852,0.9294605809128632,0.995844155844156,0.9377593360995852,0.9294605809128632,0.4337222110000027,0.0165564859999989,0.002303556000001,0.0022376440000044
60868,KNN,openml__scene__3485,openml__scene__3485__fold_1,random_24_s0,binary,0.1037718968498118,0.7169740159037037,0.4344976002061871,0.9925334800953952,0.9202490016443504,0.9612990368804322,0.96,0.933609958506224,0.9294605809128632,0.96,0.933609958506224,0.9294605809128632,0.0650728660000368,1.9185442259999943,0.242173500999911,0.2415066830000114
75580,LightGBM,openml__scene__3485,openml__scene__3485__fold_1,random_19_s0,binary,0.0484821762424128,0.1005222883760174,0.1058614823798213,0.9982498624105668,0.9763918252290344,0.9713413201785296,0.9916883116883116,0.979253112033195,0.979253112033195,0.9916883116883116,0.979253112033195,0.979253112033195,1.64222248599998,0.0510612240000227,0.0164552269999944,0.0139803640000195
90636,LinearModel,openml__scene__3485,openml__scene__3485__fold_1,default,binary,0.0457623314790409,0.1033128063659104,0.1228019152424858,0.998906622638048,0.9733380314775664,0.9581865163260512,0.9916883116883116,0.979253112033195,0.975103734439834,0.9916883116883116,0.979253112033195,0.975103734439834,0.0364393550000001,0.0173643870000002,0.0107052109999998,0.0102740809999999
105817,MLP,openml__scene__3485,openml__scene__3485__fold_1,random_10_s0,binary,0.0164501755473202,0.1111471883274674,0.1507490873929035,0.9995211887727022,0.9756871035940804,0.9647639182522904,0.9963636363636365,0.983402489626556,0.9626556016597512,0.9963636363636365,0.983402489626556,0.9626556016597512,9.956135873000107,0.0779064440000638,0.04844674200001,0.0481279829999721
119475,NODE,openml__scene__3485,openml__scene__3485__fold_1,random_3_s0,binary,0.0971740703304092,0.1324512385048312,0.1599583106726037,0.9946431847367456,0.9517265680056378,0.9439746300211416,0.9968831168831168,0.983402489626556,0.966804979253112,0.9968831168831168,0.983402489626556,0.966804979253112,293.63677998300045,0.4195973389996652,0.0524925289992097,0.0524479799987602
133385,RandomForest,openml__scene__3485,openml__scene__3485__fold_1,random_25_s0,binary,0.0895644839331156,0.2711296059694257,0.3875571998360423,1.0,0.922010805731736,0.9168428470754052,0.9974025974025974,0.9045643153526972,0.91701244813278,0.9974025974025974,0.9045643153526972,0.91701244813278,0.6746803199999931,0.0351645960000155,0.0141004769999995,0.0141758390000177
139992,SAINT,openml__scene__3485,openml__scene__3485__fold_1,default,binary,0.0216496103941825,0.0736258876941932,0.0936795223206745,0.999513850669602,0.9832041343669252,0.9740427531125204,0.9968831168831168,0.979253112033195,0.975103734439834,0.9968831168831168,0.979253112033195,0.975103734439834,974.336043613,1.159275358000059,0.2074367449999954,0.2098325160000058
151860,STG,openml__scene__3485,openml__scene__3485__fold_1,random_15_s0,binary,0.0134499056671521,0.0804957004422241,0.1280979646115352,0.99957805907173,0.984026309607705,0.9736903922950436,0.9963636363636365,0.983402489626556,0.966804979253112,0.9963636363636365,0.983402489626556,0.966804979253112,30.24520262199985,0.0408980419997533,0.0052727389993378,0.0059382859999459
163226,SVM,openml__scene__3485,openml__scene__3485__fold_1,random_14_s0,binary,0.0247863774505513,0.1018019943416825,0.1099880349263958,0.99989910108237,0.9641766502231618,0.9570119802677942,0.9922077922077922,0.979253112033195,0.979253112033195,0.9922077922077922,0.979253112033195,0.979253112033195,1.01819829599998,0.2955285649999837,0.038840585999992,0.0399484409999786
175281,TabNet,openml__scene__3485,openml__scene__3485__fold_1,default,binary,0.0253193746670556,0.0928095902101878,0.0829143697606511,0.9986461199779856,0.9785059901338972,0.984026309607705,0.9932467532467532,0.979253112033195,0.979253112033195,0.9932467532467532,0.979253112033195,0.979253112033195,46.165330063,0.2624334420000025,0.0324718969999935,0.0327460429999888
203726,VIME,openml__scene__3485,openml__scene__3485__fold_1,random_6_s0,binary,0.1330474906868544,0.2076120507234165,0.1540246073207365,0.98242340854889,0.9262391355414612,0.964059196617336,0.9553246753246754,0.9377593360995852,0.950207468879668,0.9553246753246754,0.9377593360995852,0.950207468879668,79.40115724299994,0.0810379949998605,0.0492250529996454,0.0492054659998757
218789,XGBoost,openml__scene__3485,openml__scene__3485__fold_1,random_11_s0,binary,0.0148199372372581,0.0932840003176552,0.1252236302083157,1.0,0.9776838148931172,0.9588912379610054,0.9984415584415584,0.979253112033195,0.979253112033195,0.9984415584415584,0.979253112033195,0.979253112033195,0.2909629269999954,0.0305345260000109,0.0073054559999974,0.0072186529999953
231369,rtdl_FTTransformer,openml__scene__3485,openml__scene__3485__fold_1,default,binary,0.0387889320144956,0.0860164080925442,0.0798210276008068,0.9948945147679328,0.9786234437397228,0.983673948790228,0.9916883116883116,0.979253112033195,0.979253112033195,0.9916883116883116,0.979253112033195,0.979253112033195,29.352479679999995,1.141334779999994,0.6438709709999983,0.7404725530000036
246248,rtdl_MLP,openml__scene__3485,openml__scene__3485__fold_1,random_22_s0,binary,0.0176204518983331,0.1039446936721542,0.1468649677091715,0.999242340854889,0.9750998355649518,0.9679351656095844,0.9974025974025974,0.9875518672199172,0.966804979253112,0.9974025974025974,0.9875518672199172,0.966804979253112,6.611482358000103,0.0884079420000034,0.0590630669998972,0.0571088930000769
260868,rtdl_ResNet,openml__scene__3485,openml__scene__3485__fold_1,random_18_s0,binary,0.0228691820221402,0.0846115917907409,0.1278659088518499,0.999240506329114,0.962532299741602,0.9592435987784824,0.9974025974025974,0.983402489626556,0.95850622406639,0.9974025974025974,0.983402489626556,0.95850622406639,4.126654943000176,0.1005801320000046,0.0607232310001109,0.0590757060001578
12393,CatBoost,openml__scene__3485,openml__scene__3485__fold_2,random_12_s0,binary,0.0027675848115239,0.0411414173184014,0.132429664253863,1.0,0.9815597838853652,0.9641766502231618,1.0,0.995850622406639,0.970954356846473,1.0,0.995850622406639,0.970954356846473,129.4151159009998,0.0496560029987449,0.007065894000334,0.0071695610004098
23481,DANet,openml__scene__3485,openml__scene__3485__fold_2,default,binary,0.0275308766402384,0.0424497885123841,0.2371574066991556,0.9994753256283252,0.9962414846135776,0.952431289640592,0.9942857142857144,0.995850622406639,0.95850622406639,0.9942857142857144,0.995850622406639,0.95850622406639,62.71748131800001,0.0841842349999808,0.0309769399999879,0.0307335820000105
38715,DecisionTree,openml__scene__3485,openml__scene__3485__fold_2,random_29_s0,binary,0.0095177961599193,1.1410740461866864,2.870366889096214,0.9992652724270776,0.900516795865633,0.813190039934226,0.9974025974025974,0.950207468879668,0.8962655601659751,0.9974025974025974,0.950207468879668,0.8962655601659751,0.4583349179999914,0.0165100460000076,0.0022989729999949,0.0022050429999751
60902,KNN,openml__scene__3485,openml__scene__3485__fold_2,random_28_s0,binary,0.0923092681947126,0.5081585837853289,0.982729409295722,0.9940130251330032,0.9752760159736904,0.9101479915433404,0.9651948051948052,0.979253112033195,0.91701244813278,0.9651948051948052,0.979253112033195,0.91701244813278,0.0486967879999156,1.80229801400003,0.2285250959999984,0.2287764359999755
75603,LightGBM,openml__scene__3485,openml__scene__3485__fold_2,random_12_s0,binary,0.119606879200056,0.0327148932255921,0.2753715707975927,0.9789598238855256,0.9951844021611465,0.9272374911909796,0.983896103896104,0.995850622406639,0.966804979253112,0.983896103896104,0.995850622406639,0.966804979253112,0.6049148870000067,0.0514671679999878,0.0150313350000033,0.0124732419999986
90666,LinearModel,openml__scene__3485,openml__scene__3485__fold_2,default,binary,0.0531146550871713,0.057180946077631,0.1068260856445147,0.997427994863328,0.991778247592201,0.9716936809960066,0.9896103896103896,0.995850622406639,0.979253112033195,0.9896103896103896,0.995850622406639,0.979253112033195,0.0375134079999996,0.0176556260000002,0.0110725679999998,0.0106358269999997
105854,MLP,openml__scene__3485,openml__scene__3485__fold_2,random_17_s0,binary,0.0246110519251281,0.0334904056580471,0.125410028265214,0.9985103650706292,0.9960065774019262,0.9727507634484378,0.9916883116883116,0.995850622406639,0.975103734439834,0.9916883116883116,0.995850622406639,0.975103734439834,8.66034903800005,0.07872751900004,0.047953217000213,0.0500378140000066
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152118,STG,openml__sick__3021,openml__sick__3021__fold_0,random_15_s0,binary,0.1822842951429067,0.1953307482464455,0.1763442766713471,0.8406353629329403,0.8161487758945387,0.8635639926515616,0.94131299734748,0.9391534391534392,0.9391534391534392,0.94131299734748,0.9391534391534392,0.9391534391534392,43.590132493000056,0.0168621410002742,0.0027209429999857,0.002544897000007
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175541,TabNet,openml__sick__3021,openml__sick__3021__fold_0,random_17_s0,binary,0.0505973259232355,0.056334449705571,0.0698881181797091,0.9904171656226972,0.9911723163841808,0.9881812614819352,0.9840848806366048,0.984126984126984,0.9788359788359788,0.9840848806366048,0.984126984126984,0.9788359788359788,38.86344272600036,0.2174506999999721,0.0283468010002252,0.0278174630002467
204008,VIME,openml__sick__3021,openml__sick__3021__fold_0,random_14_s0,binary,0.1592644154994602,0.1690993268023092,0.1553393638835697,0.9399602370424958,0.9407956685499058,0.939987752602572,0.9472811671087532,0.9391534391534392,0.9497354497354498,0.9472811671087532,0.9391534391534392,0.9497354497354498,33.828505250000035,0.0631627190000472,0.0437885709998226,0.0423824360000253
219117,XGBoost,openml__sick__3021,openml__sick__3021__fold_0,default,binary,0.0116026425933025,0.0246264843538738,0.020636322404253,1.0,0.9988229755178908,0.9997550520514392,0.9993368700265252,0.9947089947089948,0.9947089947089948,0.9993368700265252,0.9947089947089948,0.9947089947089948,1.075811791,0.009418648,0.001425052,0.0053274770000002
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246565,rtdl_MLP,openml__sick__3021,openml__sick__3021__fold_0,random_10_s0,binary,0.04121478616957,0.0639436135662035,0.1359607120594562,0.9965284174649964,0.9905838041431262,0.9925290875688916,0.9857427055702918,0.9814814814814816,0.9867724867724867,0.9857427055702918,0.9814814814814816,0.9867724867724867,15.560832320999909,0.0792934440000863,0.0574761069999567,0.0585321450000719
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133752,RandomForest,openml__sick__3021,openml__sick__3021__fold_1,random_4_s0,binary,0.0185211275792773,0.0551812804399497,0.0415824907408157,1.0,0.9925693932694668,0.9981167608286252,1.0,0.986737400530504,0.9867724867724867,1.0,0.986737400530504,0.9867724867724867,0.2141387059999999,0.0499718380000011,0.0377533840000001,0.0428434920000011
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152142,STG,openml__sick__3021,openml__sick__3021__fold_1,default,binary,0.1907069677771629,0.1977983015670937,0.2073910736069871,0.8063678847127794,0.7560795873249816,0.7724811676082862,0.93901226383825,0.9389920424403184,0.9365079365079364,0.93901226383825,0.9389920424403184,0.9365079365079364,37.915131842,0.1113780219999966,0.0028740440000092,0.0027768759999986
163553,SVM,openml__sick__3021,openml__sick__3021__fold_1,random_18_s0,binary,0.067565891022702,0.0821632266387377,0.094200244899788,0.9892225172270904,0.9841562269712602,0.9815795668549908,0.9754723235001658,0.9681697612732096,0.955026455026455,0.9754723235001658,0.9681697612732096,0.955026455026455,2.892979770000238,0.2899137370004609,0.0384694399981526,0.0344101139999111
175591,TabNet,openml__sick__3021,openml__sick__3021__fold_1,random_8_s0,binary,0.0653827384419413,0.0702031453034564,0.0794555477920852,0.9824582943261868,0.9845246868091376,0.9837570621468926,0.981769970169042,0.9787798408488064,0.9735449735449736,0.981769970169042,0.9787798408488064,0.9735449735449736,47.27330876199994,0.3653638019995924,0.0448890139996365,0.045263137000802
204033,VIME,openml__sick__3021,openml__sick__3021__fold_1,default,binary,0.2471967071991193,0.2431978227209981,0.2530591034246658,0.6285039288509645,0.7623434045689019,0.5948681732580038,0.93901226383825,0.9389920424403184,0.9365079365079364,0.93901226383825,0.9389920424403184,0.9365079365079364,11.359736939,0.0610511819999999,0.0391931770000013,0.0392620299999997
219172,XGBoost,openml__sick__3021,openml__sick__3021__fold_1,random_5_s0,binary,0.0071876480487576,0.025292073954346,0.02747284886406,1.0,0.9981577008106116,0.9981167608286252,0.9996685449121644,0.9946949602122016,0.9894179894179894,0.9996685449121644,0.9946949602122016,0.9894179894179894,0.1282940290000009,0.0092573389999994,0.0011863489999992,0.0012170750000013
231704,rtdl_FTTransformer,openml__sick__3021,openml__sick__3021__fold_1,random_9_s0,binary,0.0056373709175022,0.0239092335444615,0.0298138625928134,0.9999597139305392,0.9985261606484892,0.9977636534839924,0.9980112694729864,0.9920424403183024,0.9814814814814816,0.9980112694729864,0.9920424403183024,0.9814814814814816,44.52620230799994,0.1601388159997441,0.05932684399977,0.0585164600001917
246595,rtdl_MLP,openml__sick__3021,openml__sick__3021__fold_1,random_10_s0,binary,0.0436602345777512,0.1009879026177665,0.07113476914617,0.9940721926364738,0.976418570375829,0.9890536723163842,0.9837587006960556,0.9681697612732096,0.9682539682539684,0.9837587006960556,0.9681697612732096,0.9682539682539684,14.38478850499996,0.0857428209999398,0.0578284780001467,0.0568218180001167
261206,rtdl_ResNet,openml__sick__3021,openml__sick__3021__fold_1,random_28_s0,binary,0.0330149537037797,0.0704425301754593,0.0649730594847405,0.997740143341672,0.9882092851879144,0.9942325800376648,0.985084521047398,0.9761273209549072,0.9735449735449736,0.985084521047398,0.9761273209549072,0.9735449735449736,11.130983237000692,0.079280553000899,0.0539719430007608,0.0561372510001092
12688,CatBoost,openml__sick__3021,openml__sick__3021__fold_2,random_8_s0,binary,0.0054020662412867,0.0377996325811485,0.037941053579901,1.0,0.9970523212969786,0.9965610415131416,1.0,0.9840848806366048,0.9840848806366048,1.0,0.9840848806366048,0.9840848806366048,12.830112109000028,0.0627847039999665,0.0197515989999601,0.0164655560000142
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61262,KNN,openml__sick__3021,openml__sick__3021__fold_2,random_28_s0,binary,0.1142258402642684,0.4818571465107346,1.0981133399995295,0.9472720161036434,0.8382461311717023,0.6860108081552444,0.9459907223326708,0.9522546419098143,0.9389920424403184,0.9459907223326708,0.9522546419098143,0.9389920424403184,0.008964485000007,0.942079825999997,0.1073090229999991,0.1369970979999948
75966,LightGBM,openml__sick__3021,openml__sick__3021__fold_2,random_15_s0,binary,0.0026719862595351,0.0373387531932008,0.0440619439614696,1.0,0.9966838614591008,0.9954556619995087,1.0,0.9893899204244032,0.9814323607427056,1.0,0.9893899204244032,0.9814323607427056,0.4998166929999996,0.0126562470000024,0.0021751469999991,0.0029034840000008
91026,LinearModel,openml__sick__3021,openml__sick__3021__fold_2,default,binary,0.0962861910952526,0.1377477086707814,0.1174103165944144,0.9587334598983028,0.9329403095062638,0.9382215671825104,0.9655400927766732,0.9496021220159152,0.9522546419098143,0.9655400927766732,0.9496021220159152,0.9522546419098143,0.072856497,0.0271056190000003,0.003010643,0.002949016
106217,MLP,openml__sick__3021,openml__sick__3021__fold_2,random_1_s0,binary,0.0559529855077393,0.09210207190327,0.1426937644318892,0.9865217847568712,0.9762957504298698,0.921026774748219,0.982438701126574,0.973474801061008,0.9575596816976129,0.982438701126574,0.973474801061008,0.9575596816976129,15.930163712999985,0.0612692319999723,0.0438812919999804,0.0450263680000091
119521,NODE,openml__sick__3021,openml__sick__3021__fold_2,random_3_s0,binary,0.1054725958549123,0.1364547578069512,0.1298632192121576,0.94153461615516,0.7858020142471138,0.945099484156227,0.9880715705765408,0.9708222811671088,0.9681697612732096,0.9880715705765408,0.9708222811671088,0.9681697612732096,310.7458633839997,0.5603645739993226,0.0815184419989236,0.0814552079991699
133781,RandomForest,openml__sick__3021,openml__sick__3021__fold_2,random_3_s0,binary,0.0643607678653984,0.0976848637134713,0.0878674908895925,0.9970215891853732,0.9756816507000736,0.9733480717268485,0.9900596421471172,0.9787798408488064,0.9761273209549072,0.9900596421471172,0.9787798408488064,0.9761273209549072,0.2538311929999999,0.064124722999999,0.0418221079999998,0.0366093809999998
140042,SAINT,openml__sick__3021,openml__sick__3021__fold_2,random_1_s0,binary,0.0640188660793371,0.1247623616595448,0.0950246008243646,0.9854952728937904,0.9621714566445592,0.9614345369688037,0.9817760106030484,0.973474801061008,0.9708222811671088,0.9817760106030484,0.973474801061008,0.9708222811671088,589.8834307079997,0.265643134000129,0.1031349630002296,0.0984795570002461
152172,STG,openml__sick__3021,openml__sick__3021__fold_2,default,binary,0.1949944349127402,0.2003783027762522,0.2079324277033856,0.8173228646931435,0.8059444853844264,0.7550970277573078,0.93870112657389,0.9389920424403184,0.9389920424403184,0.93870112657389,0.9389920424403184,0.9389920424403184,37.848889798,0.0175202850000033,0.0026405569999923,0.0028259850000011
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246675,rtdl_MLP,openml__skin-segmentation__9965,openml__skin-segmentation__9965__fold_2,random_5_s0,binary,0.0031714686498398,0.0037574594670633,0.0038158312417778,0.9999613133160784,0.9999108738553724,0.9999485066941298,0.999173659108878,0.9992246796702848,0.9989390353382844,0.999173659108878,0.9992246796702848,0.9989390353382844,523.3043643319979,1.210828451999987,0.2070897459998377,0.1988586090010358
261262,rtdl_ResNet,openml__skin-segmentation__9965,openml__skin-segmentation__9965__fold_2,random_2_s0,binary,0.0021494643808605,0.0029042871038419,0.0027314907497584,0.9999681952413108,0.9999383720501708,0.9999407310632,0.9994389043331888,0.9994287113359992,0.9993879050028563,0.9994389043331888,0.9994287113359992,0.9993879050028563,565.6646804089996,1.6278315689996816,0.246999199000129,0.2418291209996823
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12817,CatBoost,openml__socmob__3797,openml__socmob__3797__fold_1,random_16_s0,binary,0.0895728714643557,0.1153617042051334,0.1241083958049168,0.9940699891067538,0.9901709401709402,0.9897435897435898,0.9653679653679652,0.9655172413793104,0.9482758620689656,0.9653679653679652,0.9655172413793104,0.9482758620689656,0.4850685939999977,0.0055001150000038,0.0008352330000036,0.0008076509999881
23811,DANet,openml__socmob__3797,openml__socmob__3797__fold_1,default,binary,0.1713577896948583,0.1532799795324755,0.2572474509180555,0.9774918300653594,0.9850427350427352,0.9512820512820512,0.9307359307359307,0.956896551724138,0.913793103448276,0.9307359307359307,0.956896551724138,0.913793103448276,26.939812681000006,0.048833481999992,0.0295111669999954,0.029663352
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261305,rtdl_ResNet,openml__socmob__3797,openml__socmob__3797__fold_1,random_17_s0,binary,0.0608030980526675,0.0894756402174662,0.2019948393371405,0.9984272875816992,0.9952991452991452,0.9730769230769232,0.9848484848484848,0.9655172413793104,0.913793103448276,0.9848484848484848,0.9655172413793104,0.913793103448276,10.681613983000034,0.0628975859999627,0.0566576950000126,0.0571807900000749
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231829,rtdl_FTTransformer,openml__socmob__3797,openml__socmob__3797__fold_2,random_24_s0,binary,0.1218907847579465,0.1098048253655273,0.1306711607030592,0.9864923747276688,0.9893162393162394,0.97991452991453,0.9545454545454546,0.9655172413793104,0.956896551724138,0.9545454545454546,0.9655172413793104,0.956896551724138,9.484454316999972,0.0670918180001081,0.0538901249999526,0.051513960999955
246740,rtdl_MLP,openml__socmob__3797,openml__socmob__3797__fold_2,random_11_s0,binary,0.0831050778855963,0.1302296619827761,0.1039880467680701,0.9936955337690632,0.9863247863247864,0.9905982905982906,0.9675324675324676,0.9655172413793104,0.9396551724137931,0.9675324675324676,0.9655172413793104,0.9396551724137931,8.48989558300002,0.0517941099999461,0.0463579570000547,0.0464531079999233
261333,rtdl_ResNet,openml__socmob__3797,openml__socmob__3797__fold_2,random_15_s0,binary,0.0366162684408201,0.1198708006953951,0.1642225910947978,0.999339596949891,0.988034188034188,0.9846153846153846,0.985930735930736,0.9655172413793104,0.9224137931034484,0.985930735930736,0.9655172413793104,0.9224137931034484,11.092928081000082,0.0662614279999616,0.056771708000042,0.0560138980001738
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140136,SAINT,openml__solar-flare__2068,openml__solar-flare__2068__fold_0,default,classification,0.0132785084372959,0.0249063595108063,0.0009475588680475,0.8864648846960167,1.0,,0.9953051643192488,0.9906542056074766,1.0,0.992963269814968,0.9860032468957044,1.0,17.45255587,0.079254800000001,0.0553635519999993,0.0566838499999988
152292,STG,openml__solar-flare__2068,openml__solar-flare__2068__fold_0,default,classification,0.0289515678344803,0.0574664804980019,0.0035231012217787,0.7895702306079665,0.7877358490566038,,0.9953051643192488,0.9906542056074766,1.0,0.992963269814968,0.9860032468957044,1.0,12.180713875,0.0092837239999994,0.0019023460000013,0.0019390159999979
163686,SVM,openml__solar-flare__2068,openml__solar-flare__2068__fold_0,default,classification,0.0191107726198243,0.0616168835229952,0.0040487079349709,0.8294680293501049,0.5235849056603774,,0.9964788732394366,0.9906542056074766,1.0,0.9953082730244524,0.9860032468957044,1.0,0.011050011,0.002256011,0.000387871,0.0003755600000001
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204183,VIME,openml__solar-flare__2068,openml__solar-flare__2068__fold_0,default,classification,0.1152876150300334,0.248042873690079,1.50404288981739e-08,0.5705254192872117,0.5448113207547169,,0.9953051643192488,0.9906542056074766,1.0,0.992963269814968,0.9860032468957044,1.0,4.85780744,0.0441819950000006,0.038820127000001,0.0384579039999994
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140203,SAINT,openml__sonar__39,openml__sonar__39__fold_0,random_16_s0,binary,0.0983233589439948,0.2311753956933639,0.3739268238568911,0.9985431235431236,0.9545454545454544,0.962962962962963,0.9819277108433736,0.9523809523809524,0.9047619047619048,0.9819277108433736,0.9523809523809524,0.9047619047619048,41.601597975,0.0815935860000536,0.0768130959995687,0.0787784619997182
152408,STG,openml__sonar__39,openml__sonar__39__fold_0,random_6_s0,binary,0.1459170466228262,0.3960362404385315,0.325132531939917,0.9916958041958042,0.9272727272727272,0.9537037037037036,0.9578313253012049,0.8571428571428571,0.8095238095238095,0.9578313253012049,0.8571428571428571,0.8095238095238095,4.478792363999958,0.001991576000023,0.0010418550000395,0.001041095000005
163802,SVM,openml__sonar__39,openml__sonar__39__fold_0,random_6_s0,binary,0.0928315452059474,0.2771500899084365,0.300509712835824,1.0,0.9636363636363636,0.9537037037037036,1.0,0.9047619047619048,0.9523809523809524,1.0,0.9047619047619048,0.9523809523809524,0.0116127700000001,0.0019492240000005,0.0004771419999993,0.0003205219999999
175808,TabNet,openml__sonar__39,openml__sonar__39__fold_0,random_14_s0,binary,12.939403037014891,4.865650843297296,14.354577822344645,0.5799096736596736,0.9045454545454544,0.4722222222222222,0.5421686746987951,0.8095238095238095,0.3809523809523809,0.5421686746987951,0.8095238095238095,0.3809523809523809,2.5821847069998967,0.0243649609999465,0.010607784000058,0.0105195200000025
182331,TabPFNModel,openml__sonar__39,openml__sonar__39__fold_0,default,binary,0.0213391354172707,0.3676744104346393,0.284482405864678,1.0,0.9363636363636364,0.9537037037037036,1.0,0.8571428571428571,0.8095238095238095,1.0,0.8571428571428571,0.8095238095238095,0.0006096069999994,1.1956654650000011,0.3801047480000008,0.3768435410000013
204278,VIME,openml__sonar__39,openml__sonar__39__fold_0,random_14_s0,binary,0.4932027651243899,0.5676706071410861,0.4450032758925642,0.8935023310023311,0.7818181818181817,0.9351851851851852,0.7951807228915663,0.7619047619047619,0.8571428571428571,0.7951807228915663,0.7619047619047619,0.8571428571428571,7.00776946499991,0.0447017699998468,0.0431140659998163,0.0409374749999642
219502,XGBoost,openml__sonar__39,openml__sonar__39__fold_0,random_5_s0,binary,0.0169532806497713,0.4386629846080073,0.3114167028827415,1.0,0.8999999999999999,0.9444444444444444,1.0,0.8571428571428571,0.9047619047619048,1.0,0.8571428571428571,0.9047619047619048,0.1107086559999999,0.0009441299999988,0.0004004690000005,0.0003718819999996
231955,rtdl_FTTransformer,openml__sonar__39,openml__sonar__39__fold_0,random_2_s0,binary,0.1977988077967192,0.2436192284692965,0.7182045511103102,0.9775641025641026,0.9909090909090909,0.7592592592592593,0.9096385542168676,0.9047619047619048,0.8571428571428571,0.9096385542168676,0.9047619047619048,0.8571428571428571,9.783620608999996,0.0540928300000018,0.0514805370000033,0.0493195550000109
246862,rtdl_MLP,openml__sonar__39,openml__sonar__39__fold_0,random_13_s0,binary,0.0647466793906284,0.2145990923683192,0.6275387007349525,1.0,0.9727272727272728,0.8888888888888888,0.9759036144578314,0.9523809523809524,0.8571428571428571,0.9759036144578314,0.9523809523809524,0.8571428571428571,3.5243012470000394,0.0409656330000416,0.0404457070000034,0.0403788749999876
261451,rtdl_ResNet,openml__sonar__39,openml__sonar__39__fold_0,random_13_s0,binary,0.0779670859793827,0.0418937064187914,0.7422683219760774,0.9995629370629372,1.0,0.925925925925926,0.9698795180722892,1.0,0.8095238095238095,0.9698795180722892,1.0,0.8095238095238095,2.4232568439999795,0.045194121999998,0.0448995680000052,0.0481969249999565
12901,CatBoost,openml__sonar__39,openml__sonar__39__fold_1,random_10_s0,binary,0.167649335816522,0.3174837865555331,0.4244560534461696,1.0,0.9363636363636364,0.8818181818181818,1.0,0.9047619047619048,0.8095238095238095,1.0,0.9047619047619048,0.8095238095238095,0.1719184030000633,0.0008687669999289,0.0007559890000266,0.0007244149999223
23996,DANet,openml__sonar__39,openml__sonar__39__fold_1,random_14_s0,binary,0.0582630075359591,0.1508021326318141,0.4600684847454819,1.0,0.9909090909090909,0.9727272727272728,0.9819277108433736,0.9523809523809524,0.8095238095238095,0.9819277108433736,0.9523809523809524,0.8095238095238095,26.974985629999992,0.0402283120001811,0.0373445410000385,0.037683306999952
39408,DecisionTree,openml__sonar__39,openml__sonar__39__fold_1,random_4_s0,binary,9.992007221626413e-16,4.93411091355867,14.802332740676006,1.0,0.85,0.5772727272727273,1.0,0.8571428571428571,0.5714285714285714,1.0,0.8571428571428571,0.5714285714285714,0.0044482349999999,0.0002103610000001,0.0001175819999996,9.75480000002804e-05
61592,KNN,openml__sonar__39,openml__sonar__39__fold_1,random_28_s0,binary,0.2874858361332353,2.019444159437696,0.3929190254653229,0.9417773237997956,0.7999999999999999,0.8954545454545454,0.8674698795180723,0.8095238095238095,0.8095238095238095,0.8674698795180723,0.8095238095238095,0.8095238095238095,0.0005315909999996,0.0069722649999999,0.0043513629999996,0.0057209209999999
76300,LightGBM,openml__sonar__39,openml__sonar__39__fold_1,random_19_s0,binary,0.2397507157881827,0.3882518369502024,0.5232193691513638,0.9960601196556254,0.9454545454545454,0.8272727272727273,0.9698795180722892,0.8571428571428571,0.6666666666666666,0.9698795180722892,0.8571428571428571,0.6666666666666666,0.0401363530000011,0.0005386490000027,0.0002110520000009,0.0001598279999974
91356,LinearModel,openml__sonar__39,openml__sonar__39__fold_1,default,binary,0.4379614900272568,0.5128084861100762,0.4936114165590356,0.9147818473661168,0.8545454545454545,0.8636363636363638,0.8493975903614458,0.9047619047619048,0.7619047619047619,0.8493975903614458,0.9047619047619048,0.7619047619047619,0.043447279,0.003911435,0.0003112739999999,0.0002086550000002
106479,MLP,openml__sonar__39,openml__sonar__39__fold_1,random_20_s0,binary,0.1236129362648379,0.3033384784343763,0.4782223440180089,0.9875966729899316,0.9181818181818182,0.9545454545454546,0.9759036144578314,0.9523809523809524,0.8095238095238095,0.9759036144578314,0.9523809523809524,0.8095238095238095,4.1351091479999695,0.0408108540000284,0.0405337209999743,0.0409580050001068
119661,NODE,openml__sonar__39,openml__sonar__39__fold_1,default,binary,0.3692214749304645,0.4470973965667543,0.480302475747608,0.985553772070626,0.8454545454545456,0.9454545454545454,0.9819277108433736,0.9047619047619048,0.8095238095238095,0.9819277108433736,0.9047619047619048,0.8095238095238095,9.278758543,0.0178932960000004,0.0145020379999998,0.0144555169999982
134088,RandomForest,openml__sonar__39,openml__sonar__39__fold_1,default,binary,0.1805510792981792,0.4453650816898403,0.4859958779537112,1.0,0.8909090909090909,0.8727272727272727,1.0,0.8571428571428571,0.7619047619047619,1.0,0.8571428571428571,0.7619047619047619,0.1201921559999998,0.0205958459999999,0.01536018,0.0150719829999999
140234,SAINT,openml__sonar__39,openml__sonar__39__fold_1,random_17_s0,binary,0.195457847884131,0.2659000653878874,0.3171483721096246,0.9838027141397928,0.9454545454545455,0.9727272727272728,0.933734939759036,0.9523809523809524,0.9047619047619048,0.933734939759036,0.9523809523809524,0.9047619047619048,41.93530990399995,0.103132101000483,0.0982032709998748,0.0978571569994528
152428,STG,openml__sonar__39,openml__sonar__39__fold_1,random_24_s0,binary,0.4365438564753451,0.4510610822056021,0.6222649107997617,0.8796147672552167,0.8909090909090909,0.7545454545454546,0.8192771084337349,0.8571428571428571,0.7142857142857143,0.819277108433735,0.8571428571428571,0.7142857142857143,3.447595418999981,0.0015621590000591,0.0008404679999785,0.0008015559999421
163807,SVM,openml__sonar__39,openml__sonar__39__fold_1,random_10_s0,binary,0.1407374271701358,0.364258736841248,0.2391896303091475,1.0,0.9090909090909092,0.9909090909090909,1.0,0.9047619047619048,0.9047619047619048,1.0,0.9047619047619048,0.9047619047619048,0.011540482,0.0018992180000001,0.0003578770000007,0.0003310179999997
175838,TabNet,openml__sonar__39,openml__sonar__39__fold_1,random_14_s0,binary,18.38487377098526,6.095854804629371,18.17913713341668,0.4165329052969502,0.8227272727272728,0.3909090909090909,0.4578313253012048,0.8095238095238095,0.4285714285714285,0.4578313253012048,0.8095238095238095,0.4285714285714285,2.8100775870000234,0.0255926630001113,0.0118450139999595,0.01139630199998
182361,TabPFNModel,openml__sonar__39,openml__sonar__39__fold_1,default,binary,0.0198666477871845,0.413135375611351,0.2974348805007702,1.0,0.8909090909090909,0.9363636363636364,1.0,0.8571428571428571,0.8095238095238095,1.0,0.8571428571428571,0.8095238095238095,0.0003668700000005,0.447093272,0.3857674790000001,0.3863138779999993
204316,VIME,openml__sonar__39,openml__sonar__39__fold_1,random_21_s0,binary,0.4571451743593417,0.4774054672036852,0.5679576893647512,0.8991682474828543,0.9090909090909092,0.7909090909090909,0.8072289156626506,0.9523809523809524,0.6666666666666666,0.8072289156626506,0.9523809523809524,0.6666666666666666,6.352595453000049,0.0411374380000779,0.0403566280001541,0.0409263439998994
219511,XGBoost,openml__sonar__39,openml__sonar__39__fold_1,random_13_s0,binary,0.0139210703891438,0.3489556011211659,0.5438858961376051,1.0,0.9545454545454544,0.8636363636363636,1.0,0.9523809523809524,0.8095238095238095,1.0,0.9523809523809524,0.8095238095238095,0.0948215099999991,0.0011279699999988,0.0004511729999983,0.0003728830000007
231970,rtdl_FTTransformer,openml__sonar__39,openml__sonar__39__fold_1,random_16_s0,binary,0.1020614238209035,0.2174460692774681,0.3637358903707492,0.9983948635634028,0.9636363636363636,0.9181818181818182,0.9759036144578314,0.9523809523809524,0.8571428571428571,0.9759036144578314,0.9523809523809524,0.8571428571428571,9.95546420300002,0.056745716000023,0.0490312419999554,0.0479058470000381
246888,rtdl_MLP,openml__sonar__39,openml__sonar__39__fold_1,default,binary,0.3413718093848641,0.4425182417922076,0.4404168854511919,0.933459798628338,0.8818181818181818,0.9181818181818182,0.8493975903614458,0.9047619047619048,0.7619047619047619,0.8493975903614458,0.9047619047619048,0.7619047619047619,2.617404984,0.0404303939999994,0.0427400179999999,0.0404909279999987
261478,rtdl_ResNet,openml__sonar__39,openml__sonar__39__fold_1,random_10_s0,binary,0.0504637822972577,0.0161874089944398,0.5865803563507749,1.0,1.0,0.9727272727272728,0.9759036144578314,1.0,0.8095238095238095,0.9759036144578314,1.0,0.8095238095238095,3.8239360349999743,0.0447776089999933,0.0464403159999733,0.0479869609999923
12933,CatBoost,openml__sonar__39,openml__sonar__39__fold_2,random_12_s0,binary,0.0155917754070655,0.2875415379776129,0.3521628433854835,1.0,0.9545454545454544,0.9363636363636364,1.0,0.9047619047619048,0.8571428571428571,1.0,0.9047619047619048,0.8571428571428571,8.198493600999882,0.0011028280000573,0.0008922459999212,0.0008530709999376
24031,DANet,openml__sonar__39,openml__sonar__39__fold_2,random_19_s0,binary,0.1581317843914171,0.3029818489290641,1.934675820158332,0.9908069458631256,0.9454545454545455,0.7454545454545454,0.963855421686747,0.9523809523809524,0.7619047619047619,0.963855421686747,0.9523809523809524,0.7619047619047619,29.23677887099984,0.0491723909999564,0.04737878800006,0.0497648179998577
39436,DecisionTree,openml__sonar__39,openml__sonar__39__fold_2,random_2_s0,binary,0.0952710428281515,8.659197709416073,3.9920297513953087,0.985480811323508,0.6181818181818182,0.7454545454545455,0.9759036144578314,0.6190476190476191,0.6666666666666666,0.9759036144578314,0.6190476190476191,0.6666666666666666,0.0035600210000001,0.0001745199999998,0.0001106559999999,9.518299999999869e-05
61622,KNN,openml__sonar__39,openml__sonar__39__fold_2,random_28_s0,binary,0.2805207106203334,1.9609827627261125,3.623050358368904,0.948416751787538,0.8681818181818182,0.7454545454545455,0.8614457831325302,0.8571428571428571,0.7619047619047619,0.8614457831325302,0.8571428571428571,0.7619047619047619,0.000576389999999,0.0073765340000004,0.0060049859999988,0.0038002499999993
76322,LightGBM,openml__sonar__39,openml__sonar__39__fold_2,random_11_s0,binary,5.423879904834105,0.6231272743268894,5.289986169594593,0.8265723041003941,1.0,0.8227272727272728,0.7831325301204819,0.9047619047619048,0.7619047619047619,0.783132530120482,0.9047619047619048,0.7619047619047619,0.0132477939999997,0.0003561039999997,0.0001503839999994,0.0001427989999989
91386,LinearModel,openml__sonar__39,openml__sonar__39__fold_2,default,binary,0.4217548793135432,0.6005050436799827,0.5305666779197035,0.9267474098934774,0.6909090909090909,0.8454545454545456,0.8614457831325302,0.6190476190476191,0.8571428571428571,0.8614457831325302,0.6190476190476191,0.8571428571428571,0.0106584,0.0009717909999999,0.0004105360000004,0.0003554719999998
106512,MLP,openml__sonar__39,openml__sonar__39__fold_2,random_23_s0,binary,0.1469605518327899,0.4733663931089852,0.6593203299368421,0.991098788851598,0.8818181818181818,0.8454545454545453,0.9518072289156626,0.7619047619047619,0.8095238095238095,0.9518072289156626,0.7619047619047619,0.8095238095238095,4.152676594000013,0.0416707780000251,0.0428660110001146,0.0397668750001685
119698,NODE,openml__sonar__39,openml__sonar__39__fold_2,random_16_s0,binary,0.40918322230678,0.4724891043844677,0.4717910900002434,0.9835108711513204,0.9545454545454544,0.9,0.9518072289156626,0.8571428571428571,0.8571428571428571,0.9518072289156626,0.8571428571428571,0.8571428571428571,24.44436443699942,0.0331511719996342,0.020076527999663,0.0205101290002858
134122,RandomForest,openml__sonar__39,openml__sonar__39__fold_2,random_13_s0,binary,0.1333740112723108,0.3703156747945734,0.4724111255078027,1.0,0.990909090909091,0.8636363636363636,0.9879518072289156,0.9523809523809524,0.8571428571428571,0.9879518072289156,0.9523809523809524,0.8571428571428571,0.0285351009999992,0.0072319849999971,0.0049870259999984,0.0051775519999992
140265,SAINT,openml__sonar__39,openml__sonar__39__fold_2,random_18_s0,binary,0.3316840663473739,0.1793184754926534,0.3289744038844392,0.9257259594338244,1.0,0.9000000000000001,0.8795180722891566,1.0,0.8571428571428571,0.8795180722891566,1.0,0.8571428571428571,34.7083018860003,0.0903590739999344,0.0842687439999281,0.0814661300000807
152468,STG,openml__sonar__39,openml__sonar__39__fold_2,random_6_s0,binary,0.1576752527355684,0.3098688471142113,0.2690071078277902,0.994309061724792,0.9818181818181818,1.0,0.9397590361445785,0.9047619047619048,0.9047619047619048,0.9397590361445785,0.9047619047619048,0.9047619047619048,4.518802128000004,0.0017834580000339,0.0009548849999987,0.0008890469999869
163859,SVM,openml__sonar__39,openml__sonar__39__fold_2,random_3_s0,binary,0.0944941255634489,0.3425162893036433,0.4081416551763557,0.999854078505764,0.9545454545454546,0.9,0.9879518072289156,0.9047619047619048,0.8571428571428571,0.9879518072289156,0.9047619047619048,0.8571428571428571,0.010191029,0.002031917,0.0003820700000001,0.0003389290000002
175876,TabNet,openml__sonar__39,openml__sonar__39__fold_2,random_21_s0,binary,0.6324470273432243,0.5818117715063549,0.6863634369912601,0.6528527652123158,0.8363636363636364,0.6272727272727273,0.6144578313253012,0.8571428571428571,0.6190476190476191,0.6144578313253012,0.8571428571428571,0.6190476190476191,5.610779366999964,0.0306549099999529,0.0148448229999758,0.0154998780000141
182391,TabPFNModel,openml__sonar__39,openml__sonar__39__fold_2,default,binary,0.0190711923109098,0.4150015744574678,0.4951080984014663,1.0,0.9363636363636364,0.8818181818181818,1.0,0.8571428571428571,0.8095238095238095,1.0,0.8571428571428571,0.8095238095238095,0.000360723,0.4454870979999992,0.3858829579999998,0.3837298019999995
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152523,STG,openml__soybean__41,openml__soybean__41__fold_1,random_29_s0,classification,0.0675618419517686,0.1865447246253598,0.3347042658757688,0.9999851853315028,0.9996588693957116,0.9950093856039276,0.9908256880733946,0.927536231884058,0.9130434782608696,0.9908252576576344,0.9268576029445594,0.9120942452750234,9.52895221300014,0.0038962250000622,0.0011601639998843,0.0011754870001823
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24116,DANet,openml__soybean__41,openml__soybean__41__fold_2,random_14_s0,classification,0.0747667136919196,0.1085796294771293,0.3540444471905375,0.9999195259719886,0.9998050682261208,0.9982290087358312,0.9725274725274724,0.9852941176470588,0.8840579710144928,0.972272893671853,0.9852941176470588,0.8794024982393714,24.7511671250004,0.0576177430002644,0.0375367759997971,0.037729863000095
39520,DecisionTree,openml__soybean__41,openml__soybean__41__fold_2,random_24_s0,classification,0.0768844086589491,0.5823649091709746,1.5915295932876825,0.9996309935850656,0.986143599740091,0.9908815247996536,0.9652014652014652,0.9558823529411764,0.8985507246376812,0.9643113159242191,0.9426470588235292,0.8917035672184414,0.0155942400000412,0.0048356110000327,0.0029031259999783,0.0005181649999599
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91476,LinearModel,openml__soybean__41,openml__soybean__41__fold_2,default,classification,0.2382463457999737,0.2604719399615931,0.4242037040026613,0.9988197888940042,0.9987997256515776,0.9954566457295502,0.934065934065934,0.9411764705882352,0.855072463768116,0.934190124032917,0.9424836601307188,0.8560813265046674,0.0541235909999997,0.0036502249999994,0.0013009039999998,0.0010042750000005
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119739,NODE,openml__soybean__41,openml__soybean__41__fold_2,random_3_s0,classification,1.821271612093999,1.8548905849456787,1.872652534125508,0.9988990463674432,0.9986047938776984,0.9958522850335716,0.9157509157509156,0.8676470588235294,0.855072463768116,0.9049932337735648,0.8554248366013072,0.8424349614280964,226.50931791799985,0.6913429940000242,0.202752516000146,0.20277536399999
134225,RandomForest,openml__soybean__41,openml__soybean__41__fold_2,random_25_s0,classification,0.1899436997033432,0.2520811425960839,0.3320880572879529,0.9998728317124684,0.9991390513320336,0.9983900079416648,0.9706959706959708,0.9705882352941176,0.8695652173913043,0.970221859089102,0.96922084623323,0.8676266567570915,0.3067326460000004,0.1055327210000314,0.0587645110000494,0.0340757019999955
140292,SAINT,openml__soybean__41,openml__soybean__41__fold_2,default,classification,0.0150223105046639,0.0769882016430154,0.6571152285498523,0.9999961058150196,0.9994314489928524,0.9974539744422783,0.9963369963369964,0.9705882352941176,0.8695652173913043,0.9963369963369964,0.9697282421740626,0.8668136946019743,48.56892301100001,0.0781820770000081,0.0584599889999992,0.0580351229999962
152536,STG,openml__soybean__41,openml__soybean__41__fold_2,random_13_s0,classification,0.2009694456453725,0.2707347769892829,0.3793081306730923,0.9991528530647188,0.9976337448559668,0.9958140206483288,0.9652014652014652,0.9558823529411764,0.855072463768116,0.965313792258764,0.9557189542483658,0.8500951544429806,9.869402443999888,0.0042013449999558,0.0011626349999005,0.0012697969998498
175969,TabNet,openml__soybean__41,openml__soybean__41__fold_2,random_24_s0,classification,0.1844942395326486,0.0537589416388299,0.7370087378537099,0.9991692170776554,1.0,0.995180131398455,0.9285714285714286,0.9852941176470588,0.8695652173913043,0.9313926399362298,0.9852941176470588,0.8741380126929998,18.376332973999524,0.0683216120005454,0.0134382430005643,0.0133185999993656
204437,VIME,openml__soybean__41,openml__soybean__41__fold_2,random_22_s0,classification,6.056525339256647,5.980063600829239,6.907135148791355,0.6645194840189822,0.6562134502923976,0.6402373474839361,0.6153846153846154,0.5882352941176471,0.5217391304347826,0.4963196021534842,0.4818081265140088,0.4154176473017053,23.46450968099998,0.0500404260001232,0.0450122490001376,0.0440549220002139
219627,XGBoost,openml__soybean__41,openml__soybean__41__fold_2,default,classification,0.0472692123924692,0.0892378199530546,0.2556753711086576,0.99999944368786,0.999788823911631,0.9988304093567252,0.9981684981684982,0.9852941176470588,0.8985507246376812,0.9981683239140068,0.9852941176470588,0.8967938025871975,1.1570306639999997,0.0140832619999997,0.0017795390000001,0.0060724659999999
232086,rtdl_FTTransformer,openml__soybean__41,openml__soybean__41__fold_2,random_12_s0,classification,0.1914400023420174,0.1292678636587772,0.4763253710242798,0.995334233887867,0.996783625730994,0.9929788462926864,0.9743589743589745,0.9852941176470588,0.927536231884058,0.9740018721424104,0.9852941176470588,0.9282974674279024,18.050174456999912,0.0857063260000359,0.0602272819999143,0.0582835010000053
247034,rtdl_MLP,openml__soybean__41,openml__soybean__41__fold_2,random_6_s0,classification,2.190959842198173,2.152387200032964,3.9588078228812487,0.9726690038194136,0.9817738791423002,0.9682369504006928,0.9267399267399268,0.9264705882352942,0.855072463768116,0.9078300279079442,0.9087670155781612,0.8323301427271181,6.648851988999979,0.048754099000007,0.0417037700000264,0.0414842679999765
261598,rtdl_ResNet,openml__soybean__41,openml__soybean__41__fold_2,random_10_s0,classification,0.2103152399275284,0.1780155878613094,0.985752597636364,0.9991165493408848,0.998427550357375,0.9969067215363512,0.9706959706959708,0.9852941176470588,0.8695652173913043,0.9707083637205318,0.9852941176470588,0.8714975845410627,7.793461997999998,0.0467807420000099,0.0424800709999999,0.0434043369999699
13061,CatBoost,openml__spambase__43,openml__spambase__43__fold_0,random_1_s0,binary,0.0715806321418913,0.1051632617980431,0.1684347681143644,0.997784682182398,0.9931615147442486,0.9845208554885976,0.9858695652173912,0.9760869565217392,0.9349240780911064,0.9858695652173912,0.9760869565217392,0.9349240780911064,1.6625468770000005,0.0152241130000021,0.0090012799999996,0.0050768799999971
24146,DANet,openml__spambase__43,openml__spambase__43__fold_0,random_14_s0,binary,0.0533807320650726,0.2022028173721931,0.3287075156088948,0.9981616094686856,0.9867874930824572,0.9661369096852968,0.9807065217391304,0.9630434782608696,0.9436008676789588,0.9807065217391304,0.9630434782608696,0.9436008676789588,158.4639658390006,0.2778968610000447,0.0440861460010637,0.0442076540020934
39555,DecisionTree,openml__spambase__43,openml__spambase__43__fold_0,random_29_s0,binary,0.1362879320120634,0.753385323551995,1.4315377159447973,0.9746038860785612,0.9341548739030752,0.8808243727598567,0.963858695652174,0.9456521739130436,0.8980477223427332,0.963858695652174,0.9456521739130436,0.8980477223427332,0.1124211590000001,0.0028661290000044,0.0006848430000019,0.001152005999998
61742,KNN,openml__spambase__43,openml__spambase__43__fold_0,random_28_s0,binary,0.2703472173934942,1.4955489801850266,1.9188177949850365,0.9468263403036268,0.8753458771444383,0.8309208712434519,0.8720108695652173,0.808695652173913,0.7700650759219089,0.8720108695652173,0.808695652173913,0.7700650759219089,0.016374982000002,1.4242165660000126,0.2908519739999917,0.2022216970000272
76449,LightGBM,openml__spambase__43,openml__spambase__43__fold_0,random_18_s0,binary,0.0179360910013143,0.0911239686503004,0.1547291297542341,0.9999950506060068,0.9942683216064512,0.9862932766158572,0.9991847826086956,0.9739130434782608,0.9436008676789588,0.9991847826086956,0.9739130434782608,0.9436008676789588,2.297610913,0.0644357940000048,0.0087505200000066,0.0087967829999939
91506,LinearModel,openml__spambase__43,openml__spambase__43__fold_0,default,binary,0.2374391719831866,0.2927690957492309,0.25860089644481,0.9676584942891726,0.9721914775871612,0.9617353972192682,0.9220108695652174,0.9347826086956522,0.9262472885032538,0.9220108695652174,0.9347826086956522,0.9262472885032538,0.039343616,0.004675918,0.0009568960000001,0.0005959430000002
106631,MLP,openml__spambase__43,openml__spambase__43__fold_0,random_22_s0,binary,0.1455722985064932,0.1434694965859358,0.2789801924521257,0.9861382941109326,0.9859870345481856,0.9695734373153728,0.9459239130434782,0.95,0.928416485900217,0.9459239130434782,0.95,0.928416485900217,18.081169102999866,0.06524010000021,0.049740646000373,0.0466241280000758
119744,NODE,openml__spambase__43,openml__spambase__43__fold_0,random_3_s0,binary,0.1486737844402618,0.1584351703281636,0.1948803588020698,0.9825236898103424,0.9903154399557276,0.9807003032809484,0.9676630434782608,0.9652173913043478,0.945770065075922,0.9676630434782608,0.9652173913043478,0.945770065075922,498.9016341419992,0.6999411309989227,0.0908793230009905,0.0924676800004817
134262,RandomForest,openml__spambase__43,openml__spambase__43__fold_0,random_4_s0,binary,0.1174019498253319,0.1603608414540712,0.2124765326357745,0.9955460094118912,0.9869357261443592,0.9800602623183268,0.9739130434782608,0.9652173913043478,0.9240780911062908,0.9739130434782608,0.9652173913043478,0.9240780911062908,0.3614943329999995,0.0807639929999997,0.0468924470000011,0.0541967490000008
140301,SAINT,openml__spambase__43,openml__spambase__43__fold_0,random_3_s0,binary,0.0866298574533177,0.0847801408397572,0.1462715131945775,0.9943943472971204,0.9954344216934146,0.9877506006538264,0.9692934782608696,0.967391304347826,0.945770065075922,0.9692934782608696,0.967391304347826,0.945770065075922,190.52419232100056,0.2964461090004988,0.0911718269999255,0.0830592590000378
152562,STG,openml__spambase__43,openml__spambase__43__fold_0,default,binary,0.1630417694054902,0.1726436217030151,0.1889046587696842,0.9814639008215684,0.9806704087279626,0.978199220134704,0.9442934782608696,0.9478260869565216,0.9262472885032538,0.9442934782608696,0.9478260869565216,0.9262472885032538,47.825198641,0.0187808260000039,0.0028768040000031,0.0024993500000007
163870,SVM,openml__spambase__43,openml__spambase__43__fold_0,random_13_s0,binary,0.2151541938613397,0.3089282718131388,0.2782185409842292,0.9849784345623608,0.9673689619732786,0.9767418960967348,0.9489130434782608,0.9391304347826088,0.928416485900217,0.9489130434782608,0.9391304347826088,0.928416485900217,701.0819151200012,0.8718686159991194,0.1109806210006354,0.1109286610007984
175984,TabNet,openml__spambase__43,openml__spambase__43__fold_0,random_10_s0,binary,0.1226202078206076,0.1103645282973387,0.2007106574672289,0.9900183096644032,0.9914617756344376,0.9736893930442316,0.95625,0.9586956521739132,0.9436008676789588,0.95625,0.9586956521739132,0.9436008676789588,114.27703161599948,0.5603047249996962,0.0766770680002082,0.0748123549992669
204466,VIME,openml__spambase__43,openml__spambase__43__fold_0,random_21_s0,binary,0.2388652620361308,0.2314820159226656,0.2679170603517174,0.9777107134891712,0.9792473713337024,0.963685060459254,0.9355978260869564,0.9391304347826088,0.9219088937093276,0.9355978260869564,0.9391304347826088,0.9219088937093276,38.107615998000256,0.0729626009997446,0.051954033999209,0.0520222340001055
219674,XGBoost,openml__spambase__43,openml__spambase__43__fold_0,random_25_s0,binary,0.0513076254561462,0.106245295874491,0.1690969884066303,0.999395555258592,0.9928452842121908,0.9844617747843556,0.991032608695652,0.9695652173913044,0.93058568329718,0.991032608695652,0.9695652173913044,0.93058568329718,1.0710438809999945,0.0370806039999962,0.0074025320000004,0.0071393559999961
232121,rtdl_FTTransformer,openml__spambase__43,openml__spambase__43__fold_0,random_17_s0,binary,0.0882170941888192,0.0977775394714073,0.1906339735976559,0.994475084286633,0.9938335046248716,0.9757769112607824,0.9692934782608696,0.9717391304347828,0.9436008676789588,0.9692934782608696,0.9717391304347828,0.9436008676789588,34.607332745999884,0.310562170000594,0.0775630510006522,0.0773564450000776
247061,rtdl_MLP,openml__spambase__43,openml__spambase__43__fold_0,random_3_s0,binary,0.1171321878781754,0.1774571767326652,0.2769828368979536,0.9918863965596764,0.9817179223654044,0.964984835952578,0.959782608695652,0.9543478260869566,0.9262472885032538,0.959782608695652,0.9543478260869566,0.9262472885032538,11.739988997000012,0.0664229849999742,0.0454985270000065,0.043954143999997
261654,rtdl_ResNet,openml__spambase__43,openml__spambase__43__fold_0,random_7_s0,binary,0.1353118636221252,0.1840581922917845,0.1894004182191606,0.98812176375367,0.9799193612143252,0.9760920083500728,0.9494565217391304,0.95,0.9262472885032538,0.9494565217391304,0.95,0.9262472885032538,21.731727967000097,0.0771216500002083,0.0467826870001317,0.0468883890000597
13096,CatBoost,openml__spambase__43,openml__spambase__43__fold_1,random_24_s0,binary,0.0879557388682461,0.1058296215691814,0.1057161614087806,0.9954642121250348,0.990868843386829,0.9926476401296546,0.9779951100244498,0.9695652173913044,0.9695652173913044,0.9779951100244498,0.9695652173913044,0.9695652173913044,1.6728779329999952,0.0145543049999332,0.008568154000045,0.0046106030000601
24166,DANet,openml__spambase__43,openml__spambase__43__fold_1,random_11_s0,binary,0.0949763736643569,0.1272001621318431,0.2018755276562392,0.9954150495583408,0.991896592616017,0.9805122934619336,0.9679434936158652,0.9717391304347828,0.9434782608695652,0.9679434936158652,0.9717391304347828,0.9434782608695652,220.91505554000105,0.4104992449974816,0.0896687349995772,0.0898593220008479
39588,DecisionTree,openml__spambase__43,openml__spambase__43__fold_1,random_4_s0,binary,0.1106785352016931,0.7465340763471038,1.2017095991456888,0.9782164995757796,0.9438493161514746,0.9113862755949088,0.9728334691659876,0.95,0.9304347826086956,0.9728334691659876,0.95,0.9304347826086956,0.2722033979999994,0.0183752110000003,0.0128223479999993,0.0138712080000003
61766,KNN,openml__spambase__43,openml__spambase__43__fold_1,random_22_s0,binary,0.366854812831897,0.5964082655513537,0.9696570338211532,0.9082935704020324,0.891868922444462,0.8710570005534034,0.823960880195599,0.8304347826086956,0.8,0.823960880195599,0.8304347826086956,0.8000000000000002,0.0266151219999954,0.2744261579999971,0.064939331000005,0.0411374210000019
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134315,RandomForest,openml__spambase__43,openml__spambase__43__fold_2,random_25_s0,binary,0.1344365947158951,0.1627137897035959,0.1550547696754543,0.9932380716858066,0.9895641497851444,0.9898608585658946,0.9657701711491442,0.9652173913043478,0.9652173913043478,0.9657701711491442,0.9652173913043478,0.9652173913043478,0.4420511889999972,0.0475682570000088,0.0506752670000025,0.0359911040000042
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232391,rtdl_FTTransformer,openml__sylvine__168912,openml__sylvine__168912__fold_0,random_17_s0,binary,1.670878299163405,1.7159689633719457,1.65622582421983,0.9623031392911584,0.9658317120622568,0.9475620136186772,0.5392874572962421,0.5243664717348928,0.557504873294347,0.5392874572962421,0.5243664717348928,0.557504873294347,20.14787329299997,0.1798892580000028,0.0692732800007434,0.0702539789999718
247424,rtdl_MLP,openml__sylvine__168912,openml__sylvine__168912__fold_0,random_6_s0,binary,0.2848879470532691,0.2566997383033946,0.2976379548635866,0.9493654725609756,0.9633086089494164,0.9444005350194552,0.8843338213762811,0.912280701754386,0.8810916179337231,0.8843338213762811,0.912280701754386,0.8810916179337231,9.465251807999948,0.073052442999824,0.0536845110000285,0.0497182340000108
13452,CatBoost,openml__sylvine__168912,openml__sylvine__168912__fold_1,random_20_s0,binary,0.0625252155311379,0.1286020782087474,0.1168003705792334,0.9997372809314784,0.990013983463035,0.9915339250972762,0.9877989263055148,0.9571150097465888,0.9571150097465888,0.9877989263055148,0.9571150097465888,0.9571150097465888,3.8055664389999606,0.0162547230000313,0.0101905129999977,0.0045435559999873
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39930,DecisionTree,openml__sylvine__168912,openml__sylvine__168912__fold_1,random_15_s0,binary,0.0959639745114914,1.0255774866701677,0.76980597521533,0.9870469733596194,0.9360104571984436,0.952722215466926,0.9714494875549048,0.9298245614035088,0.9337231968810916,0.9714494875549048,0.9298245614035088,0.9337231968810916,0.114935281000001,0.0023484210000006,0.0009479970000008,0.0003504889999987
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220053,XGBoost,openml__sylvine__168912,openml__sylvine__168912__fold_1,random_15_s0,binary,0.0282516099728249,0.1345629505549882,0.1309339072106889,1.0,0.9841318093385214,0.9845117947470818,0.9995119570522206,0.95906432748538,0.953216374269006,0.9995119570522206,0.95906432748538,0.953216374269006,0.5520451820000005,0.0180953449999989,0.006251749999997,0.0019887240000002
232413,rtdl_FTTransformer,openml__sylvine__168912,openml__sylvine__168912__fold_1,default,binary,0.6364863070083455,0.6692336070229667,0.5934567666280339,0.7226507186902824,0.6917102383268483,0.7589220573929961,0.6178623718887262,0.5906432748538012,0.6686159844054581,0.6178623718887262,0.5906432748538012,0.6686159844054581,13.552421403999992,0.169797514999999,0.0624303340000125,0.0653933159999979
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13481,CatBoost,openml__sylvine__168912,openml__sylvine__168912__fold_2,random_1_s0,binary,0.062265660421398,0.1416721859681676,0.1400056345057856,0.9996767816310976,0.9854237597276264,0.9840862110894942,0.9875549048316252,0.953216374269006,0.9551656920077972,0.9875549048316252,0.953216374269006,0.9551656920077972,1.552947918000001,0.0144029600000017,0.007330164999999,0.0034278930000013
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39956,DecisionTree,openml__sylvine__168912,openml__sylvine__168912__fold_2,random_11_s0,binary,0.2191469302890442,0.2152377429714425,0.2025678765521039,0.959782059832317,0.9598431420233462,0.9660521035992218,0.9184968277208394,0.9298245614035088,0.9181286549707602,0.9184968277208394,0.9298245614035088,0.9181286549707602,0.0475964850000014,0.0010775829999989,0.0044412959999995,0.000278767000001
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76866,LightGBM,openml__sylvine__168912,openml__sylvine__168912__fold_2,random_15_s0,binary,5.059781976459092e-06,0.3393918879263394,0.2401570005916772,1.0,0.9848613813229572,0.9899683852140078,1.0,0.949317738791423,0.9571150097465888,1.0,0.949317738791423,0.9571150097465888,2.647639216999991,0.0759849709999969,0.013369910999998,0.0105306359999985
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134664,RandomForest,openml__sylvine__168912,openml__sylvine__168912__fold_2,random_15_s0,binary,0.1585675462945402,0.2163190096411529,0.2150149420623666,0.9924843988185976,0.975566938229572,0.9740089980544748,0.9609565641776476,0.9376218323586744,0.9317738791423,0.9609565641776476,0.9376218323586744,0.9317738791423,0.208139635000002,0.043945653999998,0.0497258970000018,0.0612340059999994
140460,SAINT,openml__sylvine__168912,openml__sylvine__168912__fold_2,random_13_s0,binary,0.6944070577388743,0.6933156474989061,0.6995077463153743,0.7101463652820122,0.7168956712062258,0.4143816877431906,0.5043923865300146,0.5107212475633528,0.4990253411306042,0.5043923865300146,0.5107212475633528,0.4990253411306042,382.6570061599996,0.249868029000936,0.0977228440024191,0.1046757779986364
152983,STG,openml__sylvine__168912,openml__sylvine__168912__fold_2,random_2_s0,binary,0.6150629330660989,0.6420746072836322,0.6480840907139852,0.7178975323932926,0.6798090953307393,0.64755593385214,0.6642264519277696,0.6471734892787524,0.621832358674464,0.6642264519277696,0.6471734892787524,0.621832358674464,64.04994991700005,0.0171085669999229,0.0025884429999223,0.0026535169999988
164253,SVM,openml__sylvine__168912,openml__sylvine__168912__fold_2,random_18_s0,binary,0.1498563723197498,0.2004766490443995,0.20949810348562,0.9847184641768292,0.9759545233463036,0.9686892023346304,0.9551000488042948,0.9454191033138402,0.925925925925926,0.9551000488042948,0.9454191033138402,0.925925925925926,27.10216399100318,0.9043454230013594,0.1067178309967857,0.111172348002583
176365,TabNet,openml__sylvine__168912,openml__sylvine__168912__fold_2,random_10_s0,binary,0.09979818975901,0.1376701773779779,0.1401025822811328,0.993741425304878,0.9874908803501946,0.9851501702334632,0.9621766715470962,0.953216374269006,0.9512670565302144,0.9621766715470962,0.953216374269006,0.9512670565302144,132.18260649700096,0.595379681999475,0.0888250339994556,0.0907059950004622
220100,XGBoost,openml__sylvine__168912,openml__sylvine__168912__fold_2,random_3_s0,binary,0.0562917020027654,0.1469181548441466,0.1298061859028978,0.999789443597561,0.9821710846303502,0.9855453550583656,0.9865788189360664,0.949317738791423,0.9571150097465888,0.9865788189360664,0.949317738791423,0.9571150097465888,0.2445815499999994,0.0156335939999987,0.0014272609999999,0.0013922280000002
232444,rtdl_FTTransformer,openml__sylvine__168912,openml__sylvine__168912__fold_2,random_10_s0,binary,0.605445161852722,0.6268665408588525,0.6330495720863575,0.7618002096036585,0.7394668044747081,0.7351501702334631,0.6588579795021962,0.6276803118908382,0.621832358674464,0.6588579795021962,0.6276803118908382,0.621832358674464,18.68981415999997,0.1770522599999822,0.0684257370003251,0.0683526660000097
247467,rtdl_MLP,openml__sylvine__168912,openml__sylvine__168912__fold_2,random_18_s0,binary,0.2221115917623914,0.2487353231377191,0.248525699565884,0.9690703601371952,0.9599343385214008,0.9602383268482492,0.908979990239141,0.9083820662768032,0.9025341130604289,0.908979990239141,0.9083820662768032,0.9025341130604289,19.183944704999703,0.0827544220001073,0.0547781049999684,0.0537332760000026
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24511,DANet,openml__synthetic_control__3512,openml__synthetic_control__3512__fold_0,random_10_s0,classification,0.0075398688144086,0.0042802934541118,0.0050265700586737,0.9999895833333332,1.0,1.0,0.9958333333333332,1.0,1.0,0.995833251949946,1.0,1.0,17.25658844399959,0.0450783659998705,0.0342223689999627,0.0332877069999995
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140713,SAINT,openml__vehicle__53,openml__vehicle__53__fold_0,random_4_s0,classification,1.3835302317988942,1.388101907337413,1.3865423020194558,0.598396117073369,0.5005075101666011,0.5604060081332808,0.2988165680473373,0.2823529411764706,0.3176470588235294,0.203352277360362,0.1924296675191815,0.2148297963253098,64.59299724300035,0.1076527610002813,0.0801957459998448,0.0808388580007886
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182781,TabPFNModel,openml__vehicle__53,openml__vehicle__53__fold_0,default,classification,0.0767199926346204,0.3711024328710751,0.2565890529523438,1.0,0.9559433621933624,0.9745670995670996,0.9970414201183432,0.8,0.8705882352941177,0.9970411685897536,0.7966125985277833,0.8697410224318861,0.0006729380000001,1.6567045990000002,0.6893016049999989,0.6899750109999996
205257,VIME,openml__vehicle__53,openml__vehicle__53__fold_0,random_23_s0,classification,0.53930838955449,0.6750212409316566,0.6743224233391897,0.938677270351877,0.9322191066509248,0.9267717762035944,0.7840236686390533,0.788235294117647,0.7647058823529411,0.7726837532206002,0.7751326209930862,0.7561505581424737,9.894803681999749,0.0429955649997282,0.0388274500000989,0.0406830880001507
220560,XGBoost,openml__vehicle__53,openml__vehicle__53__fold_0,random_12_s0,classification,0.2154447861847925,0.5160131165429073,0.4851195552057641,0.9963273876097136,0.9298643906598452,0.9383305457169092,0.9644970414201184,0.788235294117647,0.7764705882352941,0.9643982731080104,0.7836872930990577,0.7769765410911708,0.326507270999997,0.0045489860000031,0.0010063210000055,0.0049034980000044
232936,rtdl_FTTransformer,openml__vehicle__53,openml__vehicle__53__fold_0,random_21_s0,classification,1.0333440158514102,1.353694575578522,0.9344369627672302,0.8957349474933171,0.8836801456119638,0.9304817657090384,0.6967455621301775,0.7058823529411765,0.7411764705882353,0.669300635298849,0.6802972542585535,0.71335641502978,14.039417197000148,0.0691804369998863,0.0571557929997652,0.053220968000005
247952,rtdl_MLP,openml__vehicle__53,openml__vehicle__53__fold_0,random_22_s0,classification,2.652781177798496,2.652313447029864,3.380233924685009,0.7871361547578779,0.7849173553719008,0.7336612882067427,0.5813609467455622,0.5764705882352941,0.5058823529411764,0.5626563157540219,0.5459753235607795,0.485311418685121,7.234292647000075,0.0517243919999828,0.0480482880000181,0.0470072399999708
262437,rtdl_ResNet,openml__vehicle__53,openml__vehicle__53__fold_0,default,classification,0.3258667892770044,0.542671501384008,0.4563992746861913,0.97384603502365,0.943828709169618,0.9571043224452316,0.8905325443786982,0.788235294117647,0.8352941176470589,0.8910443336956472,0.7952539668929343,0.8367090045088923,7.465134799999999,0.0468242070000002,0.043416531,0.0426832019999992
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40466,DecisionTree,openml__vehicle__53,openml__vehicle__53__fold_1,random_11_s0,classification,0.6979890667815599,0.6936965879053898,1.1359560408952138,0.8772882115715926,0.8626393808211988,0.8483766233766232,0.6878698224852071,0.6823529411764706,0.6588235294117647,0.6429748167209122,0.6241045751633986,0.5962799298581222,0.0046178010000001,0.0003261200000004,0.0019843080000008,0.0001866719999998
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92436,LinearModel,openml__vehicle__53,openml__vehicle__53__fold_1,default,classification,0.6109274828585505,0.6072204573543635,0.7247492891161365,0.918332827469106,0.8995498819362456,0.9038182146136692,0.7411242603550295,0.7058823529411765,0.7176470588235294,0.7350127985315511,0.6999075402518732,0.7049037843635529,0.0186060320000001,0.000488089,0.000163455,0.0001220240000003
107482,MLP,openml__vehicle__53,openml__vehicle__53__fold_1,random_5_s0,classification,1.2501904925330158,1.1334135040788422,1.3324883278716213,0.8844018360143031,0.8913797061524334,0.8722869933097206,0.7130177514792899,0.7176470588235294,0.6941176470588235,0.6878553009917372,0.6965090028810985,0.660825546473207,10.836287719999971,0.0494101379999847,0.0469820250000339,0.0456020430000307
120115,NODE,openml__vehicle__53,openml__vehicle__53__fold_1,random_10_s0,classification,0.8790713518681611,0.8991521688068614,0.9030651730649611,0.9235988677260826,0.9155204643841008,0.9107634789452972,0.7766272189349113,0.8,0.7647058823529411,0.7573202854825036,0.7716826265389878,0.7526366099231634,143.92725432099903,0.3837867190013639,0.1100913660011428,0.1101318479995825
135179,RandomForest,openml__vehicle__53,openml__vehicle__53__fold_1,random_1_s0,classification,0.6000316863405,0.6787126181814248,0.6933623365338806,0.9441692605317856,0.9105355503082776,0.9149858979404434,0.7795857988165681,0.7529411764705882,0.7176470588235294,0.7625606750334453,0.7269058545403977,0.6944605505159138,0.2500196329999999,0.056313217,0.033767343,0.0323060809999997
140718,SAINT,openml__vehicle__53,openml__vehicle__53__fold_1,random_3_s0,classification,1.1952698013398069,1.2072423125014586,1.2714306003907148,0.7091822155393084,0.7059113865932046,0.6801185556867374,0.4349112426035503,0.4235294117647059,0.4823529411764706,0.3894096489580184,0.3657646402531544,0.438753142282554,259.56919684199966,0.1015413889999763,0.0813045949998922,0.0781318760000431
153491,STG,openml__vehicle__53,openml__vehicle__53__fold_1,random_28_s0,classification,1.1104483275988395,1.112265240094241,1.1923932710114646,0.7546567992457822,0.755130034107307,0.7273530762167125,0.4807692307692308,0.5058823529411764,0.4470588235294118,0.4069922243504566,0.4398777187140992,0.3779513056239398,11.032820252999954,0.0037761860003229,0.0011931269996239,0.0010750309998002
164774,SVM,openml__vehicle__53,openml__vehicle__53__fold_1,random_28_s0,classification,0.2438192034909677,0.3922760162848548,0.3911696401639171,0.9923040445319802,0.9566378066378066,0.953381214744851,0.940828402366864,0.8705882352941177,0.8470588235294118,0.9406750348810132,0.8665282583621684,0.8455175090306595,3.824889648999488,0.0486707070003831,0.00741524499972,0.0072721850001471
176888,TabNet,openml__vehicle__53,openml__vehicle__53__fold_1,random_6_s0,classification,0.2290519851102664,0.3879719510269017,0.480393370842521,0.9845340074846768,0.9656991997901088,0.945174963924964,0.886094674556213,0.8352941176470589,0.788235294117647,0.8844201146408269,0.8327072009563742,0.7867744880657362,15.358099678000144,0.0590642800000296,0.0097390759999598,0.0096713860000363
182811,TabPFNModel,openml__vehicle__53,openml__vehicle__53__fold_1,default,classification,0.0744320664602193,0.3236659582510423,0.3791897860626501,1.0,0.9547258297258298,0.9581226223271676,0.9985207100591716,0.788235294117647,0.8470588235294118,0.9985206597573024,0.7880251650669722,0.8452120383036936,0.000365112999999,1.0586011450000008,0.6915657280000005,0.6884047520000003
205272,VIME,openml__vehicle__53,openml__vehicle__53__fold_1,default,classification,0.5081537988609325,0.5926655194126343,0.5711234714219566,0.9410887842805256,0.909297520661157,0.9192673488128033,0.7928994082840237,0.7411764705882353,0.7176470588235294,0.7851673493144258,0.7339778023088557,0.7157522827192841,12.509262414999998,0.0410516920000034,0.037899118999995,0.0390192650000003
220612,XGBoost,openml__vehicle__53,openml__vehicle__53__fold_1,random_5_s0,classification,0.1096860132756289,0.4667503518353709,0.5303633767549935,0.9999829989799388,0.9182539682539682,0.9333398924308016,0.9985207100591716,0.7529411764705882,0.7411764705882353,0.9985206597573024,0.7521739130434782,0.7381512605042018,0.2478561420000034,0.0035031190000012,0.0043861349999971,0.0008898879999961
232980,rtdl_FTTransformer,openml__vehicle__53,openml__vehicle__53__fold_1,random_7_s0,classification,1.1195113762091025,0.9519684103865396,1.208624540833647,0.8874892105956776,0.9093762298307752,0.8872556736193099,0.6715976331360947,0.7294117647058823,0.6588235294117647,0.6439949140894615,0.7104179966560269,0.6272587675378002,12.186185531999968,0.0623905599999261,0.0480741960000159,0.0472617460000037
247975,rtdl_MLP,openml__vehicle__53,openml__vehicle__53__fold_1,random_16_s0,classification,3.5884198127820275,3.30974567946219,3.242843902916837,0.7815890249470295,0.8071371179325725,0.7928678013905287,0.6227810650887574,0.611764705882353,0.6235294117647059,0.5349162491872371,0.5288434214265416,0.5301697149448014,7.093041842999924,0.0532512500000166,0.0508793469999773,0.047759209999981
262472,rtdl_ResNet,openml__vehicle__53,openml__vehicle__53__fold_1,random_14_s0,classification,0.3050424813595067,0.8301369541349606,0.8335398271649913,0.9895146462769788,0.941123901351174,0.9441000918273644,0.9068047337278108,0.788235294117647,0.7647058823529411,0.904831712376895,0.7816470588235294,0.755696243062972,7.9335373930000515,0.0499948510000649,0.0424996540000393,0.0415753469999344
14031,CatBoost,openml__vehicle__53,openml__vehicle__53__fold_2,random_29_s0,classification,0.2888932917353207,0.4377269940106926,0.522864437120577,0.9922486736406284,0.949549062049062,0.9231060606060608,0.9452662721893492,0.8,0.7176470588235294,0.944808346767804,0.7908870214752568,0.7068389930407272,0.8716132109999535,0.0119864309999684,0.0050076009999884,0.0027618209999218
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62696,KNN,openml__vehicle__53,openml__vehicle__53__fold_2,random_22_s0,classification,0.6292215376073484,1.478563400531851,0.7648627379303573,0.9142719225488766,0.8807375705102979,0.865533992522629,0.7174556213017751,0.7529411764705882,0.611764705882353,0.7105174598490621,0.742560553633218,0.5935375226989745,0.0221344059999992,0.0693420000000024,0.0215576270000035,0.0142615349999992
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92466,LinearModel,openml__vehicle__53,openml__vehicle__53__fold_2,default,classification,0.6192682059735374,0.717934357794763,0.6098426225313407,0.9168101837236768,0.8934220451265906,0.8979781582054308,0.7337278106508875,0.7294117647058823,0.7176470588235294,0.7270789286565453,0.7254184600669535,0.7117489046900811,0.028550145,0.0016203859999999,0.0003174499999998,0.0003054789999996
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120131,NODE,openml__vehicle__53,openml__vehicle__53__fold_2,random_3_s0,classification,0.8280095092996338,0.8438330446972566,0.8316911781535429,0.923691114820946,0.9177128427128426,0.914520202020202,0.7943786982248521,0.7647058823529411,0.7529411764705882,0.7828809606853827,0.7453356339699806,0.720031268321282,127.44856563299982,0.2672874419995423,0.0586888329999055,0.0583609680006702
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153501,STG,openml__vehicle__53,openml__vehicle__53__fold_2,default,classification,1.2243304672325857,1.191040160375483,1.2001854931606966,0.7231819375679805,0.7638470746425292,0.7324634330316148,0.4378698224852071,0.5176470588235295,0.4705882352941176,0.3766456498694723,0.4439432048681541,0.4126992317394793,9.405421708,0.003620841,0.0010205889999994,0.0010208660000046
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