authors/results_old.csv

dataset,experiment,nsamples,method,ERT_L1_miscoverage,ERT_brier_score,time,ERT_logloss
diamonds,0,300,CheapBetterLGBMClassifier,0.11133335,0.0256361586438159,1.7409138679504397,0.1007397823680612
diamonds,0,300,XT,0.110000014,0.0336930434495034,3.2817888259887695,
diamonds,0,300,RF,0.099000014,0.0298129323383922,4.243964433670044,
diamonds,0,300,tabICL,0.11600001,0.0284295622259378,2.8938302993774414,0.1131348059728436
diamonds,0,300,PartitionWise,0.087333344,0.0083951325764717,0.150667667388916,
diamonds,0,300,TabPFN,0.116666675,0.0277096685022115,3.5571136474609375,0.109462054933577
diamonds,0,495,CheapBetterLGBMClassifier,0.10686871,0.0141088388570924,1.943504810333252,0.0920114987616313
diamonds,0,495,XT,0.10141416,0.0101679656907337,3.2583229541778564,
diamonds,0,495,RF,0.10626265,0.0121592114819795,4.29024338722229,
diamonds,0,495,tabICL,0.10646467,0.0149872954934835,2.9749391078948975,0.0893515744856872
diamonds,0,495,PartitionWise,0.07131314,0.0036120323341851,0.1243054866790771,
diamonds,0,495,TabPFN,0.10242425,0.0163491405546665,2.815376043319702,0.0940636777929343
diamonds,0,815,CheapBetterLGBMClassifier,0.11521474,0.0247192123822753,2.1733553409576416,0.1197327207953613
diamonds,0,815,XT,0.10723928,0.0185568097748127,3.5457563400268555,
diamonds,0,815,RF,0.11607363,0.0196678118198025,5.052901744842529,
diamonds,0,815,tabICL,0.113251545,0.0268208868801593,3.3044044971466064,0.1270898752304809
diamonds,0,815,PartitionWise,0.08478528,0.0073622200393122,0.1358335018157959,
diamonds,0,815,TabPFN,0.12036812,0.0291481614112854,2.852658987045288,0.1371089496108787
diamonds,0,1344,CheapBetterLGBMClassifier,0.12947401,0.028477255000218,2.2002522945404053,0.1288083031465726
diamonds,0,1344,XT,0.1203074,0.0255713871280957,3.6536953449249263,
diamonds,0,1344,RF,0.12321534,0.0258357290183964,4.900025367736816,
diamonds,0,1344,tabICL,0.124864355,0.0296336226165294,3.846503973007202,0.1336681385939237
diamonds,0,1344,PartitionWise,0.10060035,0.0109115287002252,0.1393799781799316,
diamonds,0,1344,TabPFN,0.123523846,0.0308497305959463,2.8749189376831055,0.1385483672325727
diamonds,0,2215,CheapBetterLGBMClassifier,0.09990971,0.0220342938099845,2.5789222717285156,0.0995283867459624
diamonds,0,2215,XT,0.097426645,0.0188821880139711,3.503394842147827,
diamonds,0,2215,RF,0.10329572,0.0205919296743674,4.13547158241272,
diamonds,0,2215,tabICL,0.10668172,0.0234343670308589,4.834853887557983,0.1080015584553605
diamonds,0,2215,PartitionWise,0.08501128,0.0077283906442844,0.1491668224334716,
diamonds,0,2215,TabPFN,0.107855536,0.0252582542598247,3.487457513809204,0.1139015689219361
diamonds,0,3652,CheapBetterLGBMClassifier,0.115605354,0.0272565338455054,3.24682879447937,0.1208497655715545
diamonds,0,3652,XT,0.10963444,0.0250512235208164,2.3149166107177734,
diamonds,0,3652,RF,0.11371579,0.0254616518159106,2.759202480316162,
diamonds,0,3652,tabICL,0.117959484,0.0278891809284687,6.811920166015625,0.1233848947875345
diamonds,0,3652,PartitionWise,0.08598236,0.0087850383734987,0.1718847751617431,
diamonds,0,3652,TabPFN,0.11626184,0.0284799374639987,5.071924448013306,0.1259829122416818
diamonds,0,6020,CheapBetterLGBMClassifier,0.118737556,0.0280318956323787,3.773164749145508,0.1247137290855922
diamonds,0,6020,XT,0.11519934,0.0237793276765276,2.3299005031585693,
diamonds,0,6020,RF,0.11466779,0.024437387846332,2.963404417037964,
diamonds,0,6020,tabICL,0.1189369,0.0280988458544015,10.864510774612429,0.1262628539880127
diamonds,0,6020,PartitionWise,0.09358804,0.0102157591697647,0.1798012256622314,
diamonds,0,6020,TabPFN,0.11986711,0.0280552208423614,9.30859899520874,0.1265029414971679
diamonds,0,9925,CheapBetterLGBMClassifier,0.11884131,0.029045674497464,4.4794676303863525,0.1291936437332581
diamonds,0,9925,XT,0.12031235,0.0275708497676937,2.664391040802002,
diamonds,0,9925,RF,0.12097733,0.0279435740889923,3.661756753921509,
diamonds,0,9925,tabICL,0.12289169,0.0304789301007986,20.10219717025757,0.1332114245021728
diamonds,0,9925,PartitionWise,0.0875466,0.0090359751476105,0.2208287715911865,
diamonds,0,9925,TabPFN,0.12160201,0.0303284935653209,16.716639280319214,0.1332605446899322
diamonds,0,16360,CheapBetterLGBMClassifier,0.118765295,0.0285938714754039,6.110477685928345,0.1274881489639727
diamonds,0,16360,XT,0.11787287,0.0273356150119066,3.20260238647461,
diamonds,0,16360,RF,0.11677873,0.0272701504642294,4.530879020690918,
diamonds,0,16360,tabICL,0.11922984,0.0296905823051929,41.78110361099243,0.130357507599451
diamonds,0,16360,PartitionWise,0.089156486,0.0092300875417277,0.5652656555175781,
diamonds,0,16360,TabPFN,0.11996333,0.0293870270252227,37.26705384254456,0.1310484386812228
diamonds,0,26970,CheapBetterLGBMClassifier,0.11940676,0.0281460194715473,8.690770864486694,0.128166017608431
diamonds,0,26970,XT,0.11797555,0.026670268708348,4.393307685852051,
diamonds,0,26970,RF,0.11642937,0.0267377552197331,6.150809288024902,
diamonds,0,26970,tabICL,0.11988878,0.0286589376628398,96.45331692695618,0.1295916551090782
diamonds,0,26970,PartitionWise,0.087460145,0.0093212650057501,0.6330804824829102,0.0596845991483845
diamonds,0,26970,TabPFN,0.11954765,0.028329124674201,89.0887713432312,0.1288345241285866
diamonds,1,300,CheapBetterLGBMClassifier,0.07600001,0.0221749769609525,1.9526588916778564,0.0789722244934204
diamonds,1,300,XT,0.07766668,0.0164312651998555,1.5615410804748535,
diamonds,1,300,RF,0.09300001,0.0232982651998555,1.8992433547973633,
diamonds,1,300,tabICL,0.09333335,0.0297623164951801,2.134600877761841,0.1091563103441656
diamonds,1,300,PartitionWise,0.06733335,0.0043352275218238,0.1609246730804443,
diamonds,1,300,TabPFN,0.09533334,0.0332960933446884,2.7841367721557617,0.1206058306340635
diamonds,1,495,CheapBetterLGBMClassifier,0.102424264,0.019855603022716,2.644617795944214,0.1014680172449812
diamonds,1,495,XT,0.09515153,0.011328257935696,1.6036739349365234,
diamonds,1,495,RF,0.10707072,0.0151117371725086,2.0022528171539307,
diamonds,1,495,tabICL,0.09393941,0.0212666187435388,2.236520290374756,0.1107696834958767
diamonds,1,495,PartitionWise,0.07333334,0.0043993866941329,0.1877334117889404,
diamonds,1,495,TabPFN,0.1088889,0.0228011198341846,1.651236057281494,0.1115717891610836
diamonds,1,815,CheapBetterLGBMClassifier,0.116687134,0.0241529164169598,3.536010980606079,0.1123696691981478
diamonds,1,815,XT,0.11067486,0.0217118435538001,1.5252737998962402,
diamonds,1,815,RF,0.12134971,0.0212711891570721,1.9706981182098389,
diamonds,1,815,tabICL,0.116932526,0.0258976873010396,2.4972727298736572,0.1157538752761556
diamonds,1,815,PartitionWise,0.092147246,0.0124692730170413,0.1594777107238769,
diamonds,1,815,TabPFN,0.13042946,0.028386902064085,1.694749355316162,0.1289900731054022
diamonds,1,1344,CheapBetterLGBMClassifier,0.11279255,0.0230722941616268,3.1689541339874268,0.1093438481700073
diamonds,1,1344,XT,0.109676525,0.020800204560006,1.5360469818115234,
diamonds,1,1344,RF,0.11175221,0.0207452032345391,1.8888938426971436,
diamonds,1,1344,tabICL,0.113686405,0.0239965002983808,2.4133646488189697,0.1145375864382027
diamonds,1,1344,PartitionWise,0.09640792,0.009721171429222,0.2366864681243896,
diamonds,1,1344,TabPFN,0.11428287,0.0255087949335575,1.6995651721954346,0.1198536442394494
diamonds,1,2215,CheapBetterLGBMClassifier,0.11724607,0.0257802600234632,3.5069468021392822,0.1141962191030044
diamonds,1,2215,XT,0.118735895,0.0227841003727912,1.5997555255889893,
diamonds,1,2215,RF,0.112144485,0.0225955877066262,1.9513955116271973,
diamonds,1,2215,tabICL,0.11715577,0.0268172975629568,2.4835867881774902,0.1196914009566664
diamonds,1,2215,PartitionWise,0.09205417,0.0098366049614168,0.391686201095581,
diamonds,1,2215,TabPFN,0.11634312,0.0271643940359354,1.953258037567139,0.1211252771134733
diamonds,1,3652,CheapBetterLGBMClassifier,0.13433608,0.0348057895948699,4.0954859256744385,0.1442859538652389
diamonds,1,3652,XT,0.130451,0.0291198726351404,1.9820606708526611,
diamonds,1,3652,RF,0.132504,0.0309358778822217,2.4432272911071777,
diamonds,1,3652,tabICL,0.13433804,0.0352007076144218,3.012082576751709,0.1455196994821402
diamonds,1,3652,PartitionWise,0.10076983,0.0118912715549586,0.6453399658203125,
diamonds,1,3652,TabPFN,0.13417357,0.0353525876998901,2.25514817237854,0.1461196559945913
diamonds,1,6020,CheapBetterLGBMClassifier,0.12245847,0.0299317693548733,4.453299045562744,0.1296798121161561
diamonds,1,6020,XT,0.12109635,0.0264266462029852,2.535979747772217,
diamonds,1,6020,RF,0.1198339,0.0272802896138379,3.119478940963745,
diamonds,1,6020,tabICL,0.12448506,0.0313523039221763,3.945616006851196,0.1340291349992162
diamonds,1,6020,PartitionWise,0.09428571,0.0112986091802285,0.2718570232391357,
diamonds,1,6020,TabPFN,0.123189375,0.0314380265772342,3.1644628047943115,0.1341688125237829
diamonds,1,9925,CheapBetterLGBMClassifier,0.12811083,0.0316041647372842,4.9712371826171875,0.1360057539246125
diamonds,1,9925,XT,0.126398,0.0304451405910347,2.7732913494110107,
diamonds,1,9925,RF,0.126398,0.0308210543889636,3.926513195037842,
diamonds,1,9925,tabICL,0.1299446,0.0324546620249748,5.836420297622681,0.1393982929480354
diamonds,1,9925,PartitionWise,0.091476075,0.0112721628588385,0.2463417053222656,
diamonds,1,9925,TabPFN,0.1293602,0.0321241691708564,4.5973124504089355,0.1393725675833504
diamonds,1,16360,CheapBetterLGBMClassifier,0.12501223,0.031458039314682,6.306542873382568,0.1353540318871558
diamonds,1,16360,XT,0.12372251,0.0294702716101341,3.519083023071289,
diamonds,1,16360,RF,0.12490831,0.0302495241729667,4.275012254714966,
diamonds,1,16360,tabICL,0.12803178,0.0321402288973331,9.542952060699465,0.1383362367181373
diamonds,1,16360,PartitionWise,0.093594134,0.0111102061242681,0.8547019958496094,
diamonds,1,16360,TabPFN,0.12870416,0.0317346043884754,8.141489505767822,0.1380455567864967
diamonds,1,26970,CheapBetterLGBMClassifier,0.12802374,0.0326438766727535,8.088489055633545,0.1397742318020302
diamonds,1,26970,XT,0.12496108,0.0305033223886595,4.152143955230713,
diamonds,1,26970,RF,0.12595847,0.0313452845645133,5.2685747146606445,
diamonds,1,26970,tabICL,0.12842418,0.0332217626273632,17.611655235290527,0.141908514583393
diamonds,1,26970,PartitionWise,0.09005562,0.0105842105736545,0.7307624816894531,0.0610607338266471
diamonds,1,26970,TabPFN,0.1283426,0.0327480658888816,15.349555015563965,0.1408575505855521
diamonds,2,300,CheapBetterLGBMClassifier,0.10866668,0.0173703467797371,1.594463586807251,0.0835309333603703
diamonds,2,300,XT,0.11866667,0.0172246700641314,3.2155299186706543,
diamonds,2,300,RF,0.110000014,0.0200538552493166,4.213423013687134,
diamonds,2,300,tabICL,0.11600001,0.0229352079331874,2.9965226650238037,0.1054499879989245
diamonds,2,300,PartitionWise,0.08933334,0.0100819557186413,0.1504597663879394,
diamonds,2,300,TabPFN,0.10600002,0.0247567407786846,3.4481394290924072,0.1119208440694429
diamonds,2,495,CheapBetterLGBMClassifier,0.11131315,0.0272514897228655,1.889329433441162,0.1056257765373075
diamonds,2,495,XT,0.09151516,0.0162159813713438,3.2204976081848145,
diamonds,2,495,RF,0.09090911,0.0176456783410408,4.3034539222717285,
diamonds,2,495,tabICL,0.107272744,0.0275917910039424,3.008880853652954,0.1083515021517994
diamonds,2,495,PartitionWise,0.08505051,0.0060025658514665,0.1295359134674072,
diamonds,2,495,TabPFN,0.11010102,0.0297786202281713,3.242973566055298,0.1177349794224026
diamonds,2,815,CheapBetterLGBMClassifier,0.12331289,0.0255086418030755,2.206268310546875,0.1256225475892452
diamonds,2,815,XT,0.1218405,0.0184166958955249,3.466697454452514,
diamonds,2,815,RF,0.12613496,0.0197764777632822,4.6807708740234375,
diamonds,2,815,tabICL,0.12773007,0.0254787690937519,3.5728774070739746,0.1296835208497429
diamonds,2,815,PartitionWise,0.085521474,0.0062483862312221,0.1352086067199707,
diamonds,2,815,TabPFN,0.11963191,0.0237123668193817,3.2295193672180176,0.1216104472241783
diamonds,2,1344,CheapBetterLGBMClassifier,0.111461475,0.0232043557518645,2.511923313140869,0.1138950140869178
diamonds,2,1344,XT,0.11422072,0.0211192165032174,3.551130771636963,
diamonds,2,1344,RF,0.12090774,0.0217812665380495,4.764169216156006,
diamonds,2,1344,tabICL,0.11057149,0.0224489066749811,3.888746738433838,0.1132332204238911
diamonds,2,1344,PartitionWise,0.08809689,0.0071910020787527,0.1469688415527343,
diamonds,2,1344,TabPFN,0.10953449,0.0236558951437473,2.9067111015319824,0.1161294339553852
diamonds,2,2215,CheapBetterLGBMClassifier,0.11164786,0.023206409974586,2.7446532249450684,0.1101975107957199
diamonds,2,2215,XT,0.10943568,0.0200284642556737,3.484192132949829,
diamonds,2,2215,RF,0.1082167,0.0209251835935218,4.337897539138794,
diamonds,2,2215,tabICL,0.11002258,0.0234698615968227,4.973386287689209,0.1134052384416703
diamonds,2,2215,PartitionWise,0.08708803,0.0076368484518439,0.229581594467163,
diamonds,2,2215,TabPFN,0.11363431,0.0238890424370765,3.5399820804595947,0.1140171635667923
diamonds,2,3652,CheapBetterLGBMClassifier,0.11829157,0.0247985008178612,3.324450731277466,0.1144954500313299
diamonds,2,3652,XT,0.11366288,0.0205496223657985,2.2627880573272705,
diamonds,2,3652,RF,0.11741577,0.022364505162243,2.8286850452423096,
diamonds,2,3652,tabICL,0.11796459,0.0267934761941432,6.845370769500732,0.1205210469001816
diamonds,2,3652,PartitionWise,0.091617264,0.0095677704012439,0.1747913360595703,
diamonds,2,3652,TabPFN,0.12119589,0.0274441186338663,5.119941234588623,0.1235366842979478
diamonds,2,6020,CheapBetterLGBMClassifier,0.11803987,0.025091739406435,4.139337539672852,0.1185782341530886
diamonds,2,6020,XT,0.1155648,0.0224611966354796,2.345572710037231,
diamonds,2,6020,RF,0.11539869,0.0227704897325634,3.0305635929107666,
diamonds,2,6020,tabICL,0.11820599,0.0256674047559499,10.987935781478882,0.1214899616013603
diamonds,2,6020,PartitionWise,0.09083057,0.0098926251941003,0.2074568271636963,
diamonds,2,6020,TabPFN,0.119634554,0.0259261019527912,9.347002744674684,0.1231785105238991
diamonds,2,9925,CheapBetterLGBMClassifier,0.12470529,0.0282935133212186,4.859240531921387,0.1278402687620338
diamonds,2,9925,XT,0.118760705,0.0255264126061747,2.7351434230804443,
diamonds,2,9925,RF,0.12021159,0.0258939748787747,3.746105670928955,
diamonds,2,9925,tabICL,0.12714359,0.029171323403716,20.31605529785156,0.1318000454616883
diamonds,2,9925,PartitionWise,0.09244333,0.0108440920520096,0.2148718833923339,
diamonds,2,9925,TabPFN,0.12875567,0.0292271822690963,16.719703197479248,0.131989001126323
diamonds,2,16360,CheapBetterLGBMClassifier,0.12191932,0.0289884775528243,6.400286436080933,0.1280214172759585
diamonds,2,16360,XT,0.12111248,0.0268094410585191,3.4277963638305664,
diamonds,2,16360,RF,0.12146089,0.0275107233864867,4.808542966842651,
diamonds,2,16360,tabICL,0.124413215,0.0300967153161764,42.405659675598145,0.1323158394106067
diamonds,2,16360,PartitionWise,0.09253056,0.0107382844166095,0.593472957611084,0.0625631351779646
diamonds,2,16360,TabPFN,0.12440097,0.0299611575901508,37.241724252700806,0.1321856569059528
diamonds,2,26970,CheapBetterLGBMClassifier,0.12596218,0.029757870221297,9.405482292175291,0.1331618777995943
diamonds,2,26970,XT,0.122862436,0.0275044162563647,4.578028202056885,
diamonds,2,26970,RF,0.123500206,0.0283576010866372,6.574984550476074,
diamonds,2,26970,tabICL,0.12624398,0.0301901511847972,99.03125405311584,0.1344698150718546
diamonds,2,26970,PartitionWise,0.09007787,0.0098229505872742,0.6775820255279541,0.0616623727734585
diamonds,2,26970,TabPFN,0.12482019,0.0297250803560018,88.99453496932983,0.1331433822477197
diamonds,3,300,CheapBetterLGBMClassifier,0.12000002,0.0306948473092819,1.4344761371612549,0.1123689159907315
diamonds,3,300,XT,0.11933335,0.0272266734814643,3.3570024967193604,
diamonds,3,300,RF,0.12366668,0.0296412290370199,4.322155237197876,
diamonds,3,300,tabICL,0.12333335,0.0309299938380718,2.8061821460723877,0.0995093631925359
diamonds,3,300,PartitionWise,0.10333333,0.0085433696049387,0.1536517143249511,
diamonds,3,300,TabPFN,0.12266668,0.0317013971507549,3.609731912612915,0.1200859207095876
diamonds,3,495,CheapBetterLGBMClassifier,0.11373738,0.0332966666498364,1.909282922744751,0.1214164473700059
diamonds,3,495,XT,0.10161618,0.0299363795897588,3.2847561836242676,
diamonds,3,495,RF,0.11353537,0.0303106332373458,4.377691745758057,
diamonds,3,495,tabICL,0.12343435,0.0357470326125621,2.8443145751953125,0.1303193678098887
diamonds,3,495,PartitionWise,0.105656564,0.0128577716504236,0.1286237239837646,
diamonds,3,495,TabPFN,0.118181825,0.0386851951479911,2.7990963459014893,0.1384798158842295
diamonds,3,815,CheapBetterLGBMClassifier,0.11889571,0.0264916733590439,1.8529400825500488,0.1187700583482398
diamonds,3,815,XT,0.1226994,0.0248924823572575,3.5638186931610107,
diamonds,3,815,RF,0.13067487,0.0262539820164259,4.886675596237183,
diamonds,3,815,tabICL,0.12748466,0.0279404558241367,3.4569292068481445,0.1262011453626897
diamonds,3,815,PartitionWise,0.08184049,0.0071356035945796,0.1278951168060302,
diamonds,3,815,TabPFN,0.11963191,0.0301170703023672,2.8187479972839355,0.1328181520221975
diamonds,3,1344,CheapBetterLGBMClassifier,0.11933197,0.0257599333020692,2.2066004276275635,0.1163738175125339
diamonds,3,1344,XT,0.118966326,0.0177021739666053,3.64473819732666,
diamonds,3,1344,RF,0.11971259,0.0198142652142087,4.935970783233643,
diamonds,3,1344,tabICL,0.11456807,0.027051692828536,3.7570433616638184,0.1177126534802071
diamonds,3,1344,PartitionWise,0.0965655,0.0110679988587568,0.1411876678466797,
diamonds,3,1344,TabPFN,0.11560895,0.0285314824432134,2.897852897644043,0.1242084719759575
diamonds,3,2215,CheapBetterLGBMClassifier,0.10821672,0.0231892593007708,2.406583309173584,0.1054752649210392
diamonds,3,2215,XT,0.10000001,0.0176257044423634,3.5694732666015625,
diamonds,3,2215,RF,0.10532732,0.0187466274421125,4.133206605911255,
diamonds,3,2215,tabICL,0.108668186,0.0247500054538249,4.8066956996917725,0.1080838605488664
diamonds,3,2215,PartitionWise,0.086907454,0.0091515155853819,0.1576833724975586,
diamonds,3,2215,TabPFN,0.10812642,0.0251088328659534,3.4911234378814697,0.1108164533699876
diamonds,3,3652,CheapBetterLGBMClassifier,0.116041005,0.0255350737304391,3.083355665206909,0.1160875752139417
diamonds,3,3652,XT,0.113631055,0.0228177800858964,2.226139783859253,
diamonds,3,3652,RF,0.115383066,0.0236867119966877,2.8299238681793213,
diamonds,3,3652,tabICL,0.116367236,0.0269866697490215,6.72160530090332,0.1203746353585368
diamonds,3,3652,PartitionWise,0.08767663,0.00924661625568,0.1676037311553955,
diamonds,3,3652,TabPFN,0.11373822,0.027264392003417,5.100559234619141,0.1208234911162501
diamonds,3,6020,CheapBetterLGBMClassifier,0.11973423,0.026819328717739,3.770652294158935,0.1209210963512494
diamonds,3,6020,XT,0.11920266,0.0238432199947039,2.3299388885498047,
diamonds,3,6020,RF,0.1161628,0.0236080243505548,3.037593364715576,
diamonds,3,6020,tabICL,0.12039868,0.0277325455099344,10.76819348335266,0.1246642355373492
diamonds,3,6020,PartitionWise,0.09109635,0.0106351634838117,0.2061071395874023,
diamonds,3,6020,TabPFN,0.11920266,0.0283574163913726,9.385241508483888,0.1267793421199908
diamonds,3,9925,CheapBetterLGBMClassifier,0.1168262,0.0265810454555212,4.463730573654175,0.1200394812596434
diamonds,3,9925,XT,0.115959704,0.0241668937990916,2.74900221824646,
diamonds,3,9925,RF,0.115083136,0.0253412951425006,3.620709180831909,
diamonds,3,9925,tabICL,0.11882117,0.0282402038574218,19.963274240493774,0.1266226853454498
diamonds,3,9925,PartitionWise,0.08885643,0.0094155271309753,0.2167356014251709,
diamonds,3,9925,TabPFN,0.1193854,0.0282011833041906,16.80902361869812,0.1269168193662551
diamonds,3,16360,CheapBetterLGBMClassifier,0.12673596,0.0318096227604257,5.998271703720093,0.1366493664511495
diamonds,3,16360,XT,0.12154646,0.0300868399855825,3.4008126258850098,
diamonds,3,16360,RF,0.12355746,0.0303188007415305,4.768136978149414,
diamonds,3,16360,tabICL,0.12552568,0.0326945967972278,41.67712879180908,0.1391846373885694
diamonds,3,16360,PartitionWise,0.093789734,0.010843964118781,0.5950145721435547,0.0654373299523195
diamonds,3,16360,TabPFN,0.12509781,0.0327261015772819,37.4200713634491,0.1390988156407895
diamonds,3,26970,CheapBetterLGBMClassifier,0.12467186,0.0314692033150484,8.929580211639404,0.1360606404440402
diamonds,3,26970,XT,0.12281424,0.0303430025330587,4.545422554016113,
diamonds,3,26970,RF,0.12335189,0.0305803285251461,6.399194002151489,
diamonds,3,26970,tabICL,0.12481276,0.032079916447401,96.20844459533691,0.1378557168649183
diamonds,3,26970,PartitionWise,0.09206526,0.0106340911921475,0.6470170021057129,
diamonds,3,26970,TabPFN,0.12428625,0.0318641066551208,89.35108733177185,0.1371419899867521
diamonds,4,300,CheapBetterLGBMClassifier,0.12800002,0.0270468196692678,2.355623245239258,0.121368183190482
diamonds,4,300,XT,0.115333356,0.0199687481714531,1.5095345973968506,
diamonds,4,300,RF,0.11900002,0.0245115259492308,1.8693220615386963,
diamonds,4,300,tabICL,0.13266668,0.0327874049544334,4.713378429412842,0.1327614141349257
diamonds,4,300,PartitionWise,0.07266667,0.0037149190971485,0.1764082908630371,
diamonds,4,300,TabPFN,0.12533334,0.0335720181465148,16.39597487449646,0.1411812571529807
diamonds,4,495,CheapBetterLGBMClassifier,0.11737373,0.0261139315563897,2.6447854042053223,0.1130711645920468
diamonds,4,495,XT,0.095353544,0.0183005795017985,1.700019359588623,
diamonds,4,495,RF,0.108484864,0.0210933292212149,2.1557252407073975,
diamonds,4,495,tabICL,0.12545455,0.0292386952787637,5.2376708984375,0.1330925378077298
diamonds,4,495,PartitionWise,0.09434344,0.0099220574215867,0.2260668277740478,
diamonds,4,495,TabPFN,0.118181825,0.031408317387104,3.351538896560669,0.1367849740259915
diamonds,4,815,CheapBetterLGBMClassifier,0.107607365,0.0231881582906118,2.706376552581787,0.0992944596975522
diamonds,4,815,XT,0.10368099,0.0171597077464521,1.701049566268921,
diamonds,4,815,RF,0.112760745,0.0199713914547002,2.4544215202331543,
diamonds,4,815,tabICL,0.10760738,0.0226937886327505,5.57408595085144,0.1017898716645333
diamonds,4,815,PartitionWise,0.08036811,0.0061175741144846,0.1245703697204589,
diamonds,4,815,TabPFN,0.11177915,0.0241253729909658,3.092984437942505,0.109160018773565
diamonds,4,1344,CheapBetterLGBMClassifier,0.11995284,0.0319433474794359,2.68579363822937,0.1314849577233084
diamonds,4,1344,XT,0.1216013,0.0241140560466847,1.7601921558380127,
diamonds,4,1344,RF,0.11794791,0.0264543562803367,2.3408985137939453,
diamonds,4,1344,tabICL,0.115495205,0.0327007956802845,7.016289472579956,0.1361168733398856
diamonds,4,1344,PartitionWise,0.09778561,0.012585217667243,0.2797355651855469,
diamonds,4,1344,TabPFN,0.11385286,0.0330265462398529,3.8658740520477295,0.1347591957609595
diamonds,4,2215,CheapBetterLGBMClassifier,0.1207675,0.0293736273386513,2.9395322799682617,0.1290600124115736
diamonds,4,2215,XT,0.115304746,0.0273668971199806,1.8572373390197752,
diamonds,4,2215,RF,0.11995486,0.0275005715619169,2.447143316268921,
diamonds,4,2215,tabICL,0.12239277,0.0302045233547687,7.47312331199646,0.1338530868956392
diamonds,4,2215,PartitionWise,0.09223477,0.0092731411308549,0.2294557094573974,
diamonds,4,2215,TabPFN,0.12690745,0.0307358056306839,6.004499197006226,0.1358167082735841
diamonds,4,3652,CheapBetterLGBMClassifier,0.123602286,0.0283918860198641,3.427004098892212,0.1270570951229473
diamonds,4,3652,XT,0.12505232,0.0264328273074705,1.9726183414459229,
diamonds,4,3652,RF,0.12518948,0.0252397155800356,2.6537420749664307,
diamonds,4,3652,tabICL,0.12623017,0.0295974723994731,10.721034049987791,0.1325418866417217
diamonds,4,3652,PartitionWise,0.086966924,0.0093757994387179,0.2369508743286132,
diamonds,4,3652,TabPFN,0.12146522,0.0300007164478302,5.494147062301636,0.1332638836643505
diamonds,4,6020,CheapBetterLGBMClassifier,0.1217608,0.0278850632263709,4.021417140960693,0.1243607828704216
diamonds,4,6020,XT,0.118737556,0.0253737307889754,2.2746129035949707,
diamonds,4,6020,RF,0.11847178,0.0258115750119359,2.9882121086120605,
diamonds,4,6020,tabICL,0.12468439,0.0297318939119577,15.073887348175049,0.1305877343000763
diamonds,4,6020,PartitionWise,0.09800665,0.0117336426891105,0.2255089282989502,
diamonds,4,6020,TabPFN,0.12594685,0.0307884961366653,17.696685075759888,0.1343669846834534
diamonds,4,9925,CheapBetterLGBMClassifier,0.1215214,0.0258425407729126,4.963764190673828,0.1208475289585491
diamonds,4,9925,XT,0.11912344,0.0243231093577021,2.6001269817352295,
diamonds,4,9925,RF,0.12048364,0.0243590175580939,3.465350866317749,
diamonds,4,9925,tabICL,0.12091688,0.026770282536745,26.311509132385257,0.1244405384767419
diamonds,4,9925,PartitionWise,0.0929068,0.0099055901051921,0.2520327568054199,
diamonds,4,9925,TabPFN,0.12097733,0.0266817063093185,17.150508403778076,0.1243330236184961
diamonds,4,16360,CheapBetterLGBMClassifier,0.12535453,0.0297395425145044,6.277536392211914,0.1315192091897928
diamonds,4,16360,XT,0.12289731,0.027819841312088,3.203977346420288,
diamonds,4,16360,RF,0.123783626,0.0282827746182548,4.4374730587005615,
diamonds,4,16360,tabICL,0.12688264,0.0308972541242837,49.03790760040283,0.1353148994305314
diamonds,4,16360,PartitionWise,0.09431541,0.0114154612627763,0.8896658420562744,0.0654411934137623
diamonds,4,16360,TabPFN,0.12561126,0.0307911522686481,35.5098922252655,0.1355245945313157
diamonds,4,26970,CheapBetterLGBMClassifier,0.12615499,0.0311450390155922,8.760692358016968,0.1362715999910547
diamonds,4,26970,XT,0.124631085,0.0295069192648525,4.198765993118286,
diamonds,4,26970,RF,0.124953665,0.0298304079987933,5.921085357666016,
diamonds,4,26970,tabICL,0.12634039,0.0319749750196933,104.53523230552672,0.1387941188904188
diamonds,4,26970,PartitionWise,0.09400074,0.0112857633419665,0.7733991146087646,0.0675174468193235
diamonds,4,26970,TabPFN,0.12595478,0.0316777154803276,84.0632266998291,0.1381124503704451
diamonds,5,300,CheapBetterLGBMClassifier,0.12533335,0.0293055883239468,2.04955792427063,0.1266386302135523
diamonds,5,300,XT,0.12400001,0.0193511568901627,1.4847180843353271,
diamonds,5,300,RF,0.12366668,0.0228303791123849,1.883007764816284,
diamonds,5,300,tabICL,0.13066667,0.0345208272337913,2.888470411300659,0.1494455030412606
diamonds,5,300,PartitionWise,0.09000002,0.0184516451543394,0.1433818340301513,
diamonds,5,300,TabPFN,0.14733335,0.0358261689543724,3.442519426345825,0.1559377601594857
diamonds,5,495,CheapBetterLGBMClassifier,0.11252527,0.0148957363385139,2.5636203289031982,0.1031216907985922
diamonds,5,495,XT,0.11535355,0.0114647351571459,1.4776430130004885,
diamonds,5,495,RF,0.11757578,0.0131971706229147,1.8971061706542969,
diamonds,5,495,tabICL,0.119798005,0.0166789311915636,2.94940185546875,0.1088269802366026
diamonds,5,495,PartitionWise,0.07939395,0.0064889201281052,0.1143980026245117,
diamonds,5,495,TabPFN,0.119798005,0.0150410262867808,2.632676601409912,0.1005536364947088
diamonds,5,815,CheapBetterLGBMClassifier,0.10907976,0.0266223210971637,2.810999870300293,0.1163602066923279
diamonds,5,815,XT,0.10711658,0.0187286560281914,1.678466558456421,
diamonds,5,815,RF,0.1039264,0.0195885605953352,2.14949893951416,
diamonds,5,815,tabICL,0.113496944,0.0264340788125991,3.5219223499298096,0.1146870768737598
diamonds,5,815,PartitionWise,0.060490806,0.0052111897029415,0.1370961666107177,
diamonds,5,815,TabPFN,0.10957056,0.0266732722520828,2.920891523361206,0.1161660841774745
diamonds,5,1344,CheapBetterLGBMClassifier,0.10371804,0.0245117145452835,3.1534688472747803,0.112043029232203
diamonds,5,1344,XT,0.10417329,0.0219622574996875,1.6997942924499512,
diamonds,5,1344,RF,0.107957624,0.0235836441229528,2.1875016689300537,
diamonds,5,1344,tabICL,0.107445516,0.0234794411808252,4.291767835617065,0.1146108497523092
diamonds,5,1344,PartitionWise,0.07797648,0.0073715789604181,0.1322667598724365,
diamonds,5,1344,TabPFN,0.10952729,0.0260314643383026,2.75277042388916,0.118303884997251
diamonds,5,2215,CheapBetterLGBMClassifier,0.117426634,0.0232642768280189,3.589219570159912,0.1119603254744673
diamonds,5,2215,XT,0.11435666,0.0192528368233031,1.7771897315979004,
diamonds,5,2215,RF,0.112550795,0.0206392827726385,2.3360509872436523,
diamonds,5,2215,tabICL,0.118329585,0.0233796741813421,5.551024436950684,0.1152152383928512
diamonds,5,2215,PartitionWise,0.0808578,0.0070931792683991,0.1378650665283203,
diamonds,5,2215,TabPFN,0.11977427,0.0249463748186826,3.434948682785034,0.1209944421653961
diamonds,5,3652,CheapBetterLGBMClassifier,0.11999071,0.0264522175397043,4.525977373123169,0.1211434358807613
diamonds,5,3652,XT,0.11728056,0.0244882901887014,2.055208921432495,
diamonds,5,3652,RF,0.120044686,0.0252895152031204,2.723961114883423,
diamonds,5,3652,tabICL,0.1200461,0.0268122255802154,8.015931606292725,0.12103447385915
diamonds,5,3652,PartitionWise,0.09474115,0.0102500732953342,0.1448040008544922,
diamonds,5,3652,TabPFN,0.12207073,0.0269886795431375,5.335258483886719,0.1231549567807503
diamonds,5,6020,CheapBetterLGBMClassifier,0.11767443,0.0269554601486443,5.85219144821167,0.1203486320219427
diamonds,5,6020,XT,0.1145349,0.0249248157324329,2.46775484085083,
diamonds,5,6020,RF,0.114983395,0.0263295776371948,3.433270215988159,
diamonds,5,6020,tabICL,0.118538216,0.0278786532580852,13.01378607749939,0.1240796268738108
diamonds,5,6020,PartitionWise,0.07700997,0.0085299210123427,0.2451090812683105,
diamonds,5,6020,TabPFN,0.118172765,0.0276548061519861,8.519623279571533,0.123825427965005
diamonds,5,9925,CheapBetterLGBMClassifier,0.12319396,0.0294984656056554,6.528886556625366,0.1304502379336777
diamonds,5,9925,XT,0.11998993,0.0277077387922949,3.143620014190674,
diamonds,5,9925,RF,0.12053402,0.0283834398838146,4.414064645767212,
diamonds,5,9925,tabICL,0.12371789,0.0300411824136972,23.49139618873596,0.1325682337224889
diamonds,5,9925,PartitionWise,0.091173805,0.0096913449332903,0.1785612106323242,
diamonds,5,9925,TabPFN,0.12279095,0.0300953332334756,16.25569224357605,0.1329890752971578
diamonds,5,16360,CheapBetterLGBMClassifier,0.12033008,0.0286489204510573,8.709617376327515,0.1275628217162782
diamonds,5,16360,XT,0.11721883,0.0268143509531442,4.319620370864868,
diamonds,5,16360,RF,0.11669316,0.027879140369659,6.393089056015015,
diamonds,5,16360,tabICL,0.12085576,0.0293272379785776,46.59577178955078,0.1301185188754641
diamonds,5,16360,PartitionWise,0.0896088,0.0090214323447716,0.5791547298431396,0.0584804298163965
diamonds,5,16360,TabPFN,0.121650375,0.029261115938425,34.31551718711853,0.1305178461536013
diamonds,5,26970,CheapBetterLGBMClassifier,0.12157212,0.029091604382218,13.068245887756348,0.1306073931733034
diamonds,5,26970,XT,0.12014832,0.0278190419804473,6.145407438278198,
diamonds,5,26970,RF,0.11911013,0.0283937949014817,10.070500612258911,
diamonds,5,26970,tabICL,0.12148313,0.0295396335422992,102.1001603603363,0.1316696750088077
diamonds,5,26970,PartitionWise,0.09022618,0.0102094264812042,0.6992049217224121,0.063628471565406
diamonds,5,26970,TabPFN,0.122061566,0.0292591340839862,79.8332679271698,0.1313946681185108
diamonds,6,300,CheapBetterLGBMClassifier,0.09800001,0.0116357923383688,1.4666552543640137,0.0649837863116122
diamonds,6,300,XT,0.084333345,0.005914305703896,1.5089757442474363,
diamonds,6,300,RF,0.08300002,0.0030213427409331,1.943868637084961,
diamonds,6,300,tabICL,0.10066668,0.0147260036319494,3.1927754878997803,0.0697316887148652
diamonds,6,300,PartitionWise,0.05400001,0.0129607822590923,0.1736338138580322,
diamonds,6,300,TabPFN,0.10200001,0.0174754448235034,3.3649561405181885,0.0808655502566132
diamonds,6,495,CheapBetterLGBMClassifier,0.11737374,0.0230200030726859,1.797175645828247,0.1089658766717098
diamonds,6,495,XT,0.11151515,0.014562716276663,1.490424871444702,
diamonds,6,495,RF,0.116363645,0.0154320540993342,1.9319748878479004,
diamonds,6,495,tabICL,0.11535354,0.0247982796281576,3.166423797607422,0.1201936705373201
diamonds,6,495,PartitionWise,0.07656566,0.0050827657917924,0.1219661235809326,
diamonds,6,495,TabPFN,0.12626263,0.0273089054971933,2.6264374256134033,0.1272723509334001
diamonds,6,815,CheapBetterLGBMClassifier,0.11791412,0.0211564575265631,1.851619005203247,0.109497502280035
diamonds,6,815,XT,0.11619632,0.0160457910825008,1.7473337650299072,
diamonds,6,815,RF,0.11239265,0.0172797242795015,2.492274761199951,
diamonds,6,815,tabICL,0.11865032,0.0222177989780902,3.603221654891968,0.1117625351531382
diamonds,6,815,PartitionWise,0.0791411,0.0093503119658629,0.1245660781860351,
diamonds,6,815,TabPFN,0.11791412,0.0232858136296272,2.641234874725342,0.1170294727666255
diamonds,6,1344,CheapBetterLGBMClassifier,0.12602897,0.0257812742602383,2.1439945697784424,0.117952039463303
diamonds,6,1344,XT,0.11770127,0.0214623882052107,1.793114185333252,
diamonds,6,1344,RF,0.117855236,0.0218908079713121,2.34069561958313,
diamonds,6,1344,tabICL,0.12603618,0.0272768978029489,4.399571657180786,0.1235789345103076
diamonds,6,1344,PartitionWise,0.1032686,0.0138617895032403,0.1330759525299072,
diamonds,6,1344,TabPFN,0.12618265,0.0272357948124408,2.7234432697296143,0.1248950527506641
diamonds,6,2215,CheapBetterLGBMClassifier,0.12428894,0.0293307897311857,2.454962730407715,0.1304302859352917
diamonds,6,2215,XT,0.12875848,0.027164303775739,1.8559784889221191,
diamonds,6,2215,RF,0.1255079,0.0281402104725035,2.4002528190612793,
diamonds,6,2215,tabICL,0.12609482,0.0292841307818889,5.726508617401123,0.1313282349727879
diamonds,6,2215,PartitionWise,0.100541756,0.011552129029476,0.1487700939178466,
diamonds,6,2215,TabPFN,0.12690744,0.0296714194118976,3.3000800609588623,0.1326548376701603
diamonds,6,3652,CheapBetterLGBMClassifier,0.12989742,0.0285655551627908,2.9071009159088135,0.1307734227174826
diamonds,6,3652,XT,0.1257917,0.0245834427979049,1.8991687297821045,
diamonds,6,3652,RF,0.12554477,0.0266233837224323,2.5166211128234863,
diamonds,6,3652,tabICL,0.13170767,0.0305197425186634,8.24281644821167,0.136709185035444
diamonds,6,3652,PartitionWise,0.08827847,0.0120769453728777,0.1991605758666992,
diamonds,6,3652,TabPFN,0.12842195,0.0316855236887931,4.903813123703003,0.1391593561484582
diamonds,6,6020,CheapBetterLGBMClassifier,0.1169103,0.0236752664891548,3.4336137771606445,0.1133227425109447
diamonds,6,6020,XT,0.11196015,0.0186501251564795,2.0811607837677,
diamonds,6,6020,RF,0.11036545,0.0200848169246596,2.72205114364624,
diamonds,6,6020,tabICL,0.115980074,0.0253829304128885,13.304506063461304,0.1173746562343455
diamonds,6,6020,PartitionWise,0.09006645,0.0092367650504507,0.2239742279052734,
diamonds,6,6020,TabPFN,0.115847185,0.0256609134376049,8.6829252243042,0.1188208318096018
diamonds,6,9925,CheapBetterLGBMClassifier,0.124,0.0308406470287094,4.12625789642334,0.133360914108026
diamonds,6,9925,XT,0.12158187,0.0297921468863628,2.4386982917785645,
diamonds,6,9925,RF,0.12184383,0.0299644313008062,3.2851834297180176,
diamonds,6,9925,tabICL,0.12448363,0.0321330204606056,23.737616062164307,0.137307866363556
diamonds,6,9925,PartitionWise,0.093430735,0.0103697287650668,0.1812562942504882,
diamonds,6,9925,TabPFN,0.12448363,0.0323131270706653,16.23624563217163,0.1384528149652787
diamonds,6,16360,CheapBetterLGBMClassifier,0.12551345,0.029784554813681,5.359358549118042,0.1314566618676575
diamonds,6,16360,XT,0.12036065,0.0273987744082429,2.98241662979126,
diamonds,6,16360,RF,0.12167482,0.0282224320397741,4.272574424743652,
diamonds,6,16360,tabICL,0.12624696,0.0310371927917003,47.02703237533569,0.1352960562649853
diamonds,6,16360,PartitionWise,0.0894132,0.0106062084008251,0.6811368465423584,
diamonds,6,16360,TabPFN,0.12572129,0.0309975538402795,34.19041872024536,0.1355041360798962
diamonds,6,26970,CheapBetterLGBMClassifier,0.124760866,0.0307937548799847,8.031157970428467,0.1357118033716076
diamonds,6,26970,XT,0.1219874,0.0290475586032113,3.9696340560913086,
diamonds,6,26970,RF,0.12304412,0.029718685389618,5.768519163131714,
diamonds,6,26970,tabICL,0.12513904,0.031674325466156,102.68666291236876,0.1381202617407391
diamonds,6,26970,PartitionWise,0.09215424,0.0108260345576152,0.6750805377960205,
diamonds,6,26970,TabPFN,0.12559141,0.0314793959259986,79.9891242980957,0.1379693487406323
diamonds,7,300,CheapBetterLGBMClassifier,0.09400001,0.0155964139121716,1.5729098320007324,0.0781822459609712
diamonds,7,300,XT,0.095333345,0.0103340034471352,3.296967029571533,
diamonds,7,300,RF,0.09700002,0.0075164849286167,4.266423225402832,
diamonds,7,300,tabICL,0.096666686,0.0147831393405795,2.8844521045684814,0.0792543294199738
diamonds,7,300,PartitionWise,0.06466667,0.0023434599961435,0.171450138092041,
diamonds,7,300,TabPFN,0.103333354,0.0147302551195025,3.739710092544556,0.0847416373261247
diamonds,7,495,CheapBetterLGBMClassifier,0.109696984,0.0198206802126014,1.6362435817718506,0.0955569590654395
diamonds,7,495,XT,0.0949495,0.017805791020016,3.274685859680176,
diamonds,7,495,RF,0.10020204,0.0195005160480744,4.32954216003418,
diamonds,7,495,tabICL,0.09878789,0.0233563929796218,3.0656538009643555,0.1121214354964765
diamonds,7,495,PartitionWise,0.07737374,0.0093114953344865,0.1246340274810791,
diamonds,7,495,TabPFN,0.110909104,0.0233667995780706,2.829749584197998,0.1115160147282156
diamonds,7,815,CheapBetterLGBMClassifier,0.13656442,0.0317800614896723,1.8266716003417969,0.1321631707777691
diamonds,7,815,XT,0.13153374,0.0242201037547258,3.5817625522613525,
diamonds,7,815,RF,0.13398774,0.0257312693988976,4.830387353897095,
diamonds,7,815,tabICL,0.13730061,0.0305179003626108,3.5847525596618652,0.130352552412692
diamonds,7,815,PartitionWise,0.09607361,0.0130866672763583,0.1306171417236328,
diamonds,7,815,TabPFN,0.13975461,0.032493133097887,2.8770127296447754,0.1392380760895643
diamonds,7,1344,CheapBetterLGBMClassifier,0.14135662,0.0313579627551507,2.1613950729370117,0.1379856676182377
diamonds,7,1344,XT,0.13911779,0.031590150046193,3.6477861404418945,
diamonds,7,1344,RF,0.14299008,0.0317676049649079,4.842837810516357,
diamonds,7,1344,tabICL,0.1419503,0.0329418182373046,3.8984060287475586,0.1432994410017445
diamonds,7,1344,PartitionWise,0.115014695,0.0183364450900696,0.1443641185760498,
diamonds,7,1344,TabPFN,0.14402819,0.0342571027576923,2.9536542892456055,0.1475629195192769
diamonds,7,2215,CheapBetterLGBMClassifier,0.11706547,0.0238951858744977,2.3702518939971924,0.1126163430463231
diamonds,7,2215,XT,0.11101581,0.0193271267225349,3.497019052505493,
diamonds,7,2215,RF,0.11146728,0.0196453359023694,4.115888357162476,
diamonds,7,2215,tabICL,0.11480813,0.024481451138854,4.834073066711426,0.1147366755285572
diamonds,7,2215,PartitionWise,0.094130926,0.0098170138101444,0.1705834865570068,
diamonds,7,2215,TabPFN,0.11616254,0.0252980049699544,3.492595911026001,0.117454721836121
diamonds,7,3652,CheapBetterLGBMClassifier,0.12239747,0.0307007841770537,3.285956382751465,0.1304737469659852
diamonds,7,3652,XT,0.1191954,0.0286771001903048,2.304537773132324,
diamonds,7,3652,RF,0.12305429,0.0292944176657924,2.724900245666504,
diamonds,7,3652,tabICL,0.1266135,0.0330743677914142,6.834244251251221,0.1400060542768496
diamonds,7,3652,PartitionWise,0.09189206,0.0101528819526888,0.1747524738311767,
diamonds,7,3652,TabPFN,0.12458867,0.0326818935573101,5.1028876304626465,0.1384300240224856
diamonds,7,6020,CheapBetterLGBMClassifier,0.119534895,0.0301341403557445,3.632810115814209,0.1285411995425579
diamonds,7,6020,XT,0.11647842,0.027568802691981,2.3140571117401123,
diamonds,7,6020,RF,0.118272424,0.0282733869875997,2.997771978378296,
diamonds,7,6020,tabICL,0.122026585,0.0319593735039234,10.900677680969238,0.1339731278181437
diamonds,7,6020,PartitionWise,0.09458472,0.0108191384575742,0.1892094612121582,
diamonds,7,6020,TabPFN,0.12272427,0.0319465212523937,9.362029314041138,0.1355778428078059
diamonds,7,9925,CheapBetterLGBMClassifier,0.12591437,0.0314107707421571,4.46260142326355,0.1355187734182711
diamonds,7,9925,XT,0.12485643,0.028498318254884,2.6294801235198975,
diamonds,7,9925,RF,0.12555164,0.0284826988874057,3.633469581604004,
diamonds,7,9925,tabICL,0.1280907,0.0333008989691734,20.099244356155396,0.1417462689841036
diamonds,7,9925,PartitionWise,0.10308312,0.0126645524864359,0.1926212310791015,
diamonds,7,9925,TabPFN,0.12861462,0.0332172289490699,16.717832565307617,0.1416718734467272
diamonds,7,16360,CheapBetterLGBMClassifier,0.12665036,0.0312501562893328,5.8588340282440186,0.1359734430373957
diamonds,7,16360,XT,0.123300746,0.0288587111247191,3.304637670516968,
diamonds,7,16360,RF,0.123074576,0.0297773234254401,4.672112226486206,
diamonds,7,16360,tabICL,0.12682153,0.0321531109511852,41.61777663230896,0.1389260023811103
diamonds,7,16360,PartitionWise,0.09132029,0.0109510375629543,0.5697145462036133,0.0646264578670813
diamonds,7,16360,TabPFN,0.12584352,0.0320066399872303,37.26075196266174,0.1385987609603644
diamonds,7,26970,CheapBetterLGBMClassifier,0.12674083,0.0322637538222559,8.660086870193481,0.1399767192998632
diamonds,7,26970,XT,0.12340379,0.0299078138287422,4.544925689697266,
diamonds,7,26970,RF,0.12445309,0.0304261218090312,6.295897722244263,
diamonds,7,26970,tabICL,0.12831295,0.0330266132950782,96.0496506690979,0.1423954432246013
diamonds,7,26970,PartitionWise,0.096002966,0.0108926766399038,0.6694185733795166,0.064395881222915
diamonds,7,26970,TabPFN,0.12855025,0.0330044403672218,89.13397145271301,0.1420790498492045
diamonds,8,300,CheapBetterLGBMClassifier,0.10333334,0.0205358287553714,3.137467384338379,0.0991796382616184
diamonds,8,300,XT,0.10633334,0.0177759291147744,1.6543292999267578,
diamonds,8,300,RF,0.10966668,0.0185327809666262,2.1772172451019287,
diamonds,8,300,tabICL,0.10466667,0.0170266591012477,5.110995054244995,0.0963552675140506
diamonds,8,300,PartitionWise,0.10000001,0.0064328139360681,0.1466312408447265,
diamonds,8,300,TabPFN,0.10466667,0.0223181508481502,10.647082328796388,0.1091874441993838
diamonds,8,495,CheapBetterLGBMClassifier,0.11131313,0.0118444641391943,2.754171848297119,0.0816626561795843
diamonds,8,495,XT,0.08222223,0.0062487935149495,1.5452210903167725,
diamonds,8,495,RF,0.085656576,0.0051887710682604,2.0627222061157227,
diamonds,8,495,tabICL,0.10404041,0.0142236649990081,5.784092903137207,0.0849448349771472
diamonds,8,495,PartitionWise,0.086666666,0.0062397971275094,0.1238744258880615,
diamonds,8,495,TabPFN,0.10525253,0.0133951548486948,3.2019596099853516,0.0850211438236209
diamonds,8,815,CheapBetterLGBMClassifier,0.12478528,0.0315058904649082,2.6202969551086426,0.1246777552241944
diamonds,8,815,XT,0.12478529,0.027247905191179,1.7360830307006836,
diamonds,8,815,RF,0.1215951,0.0263755670862028,2.350435495376587,
diamonds,8,815,tabICL,0.12601228,0.0329603739082813,5.191389560699463,0.1328067427550464
diamonds,8,815,PartitionWise,0.09312884,0.0099383193609183,0.1255576610565185,
diamonds,8,815,TabPFN,0.12895706,0.0349386483430862,15.61815881729126,0.1411544000779299
diamonds,8,1344,CheapBetterLGBMClassifier,0.102685474,0.0249118873503542,2.534407138824463,0.107503936118644
diamonds,8,1344,XT,0.10737254,0.0249141943352802,1.793504238128662,
diamonds,8,1344,RF,0.10602925,0.0248377225738889,2.336817741394043,
diamonds,8,1344,tabICL,0.10908562,0.025775983929634,5.107807874679565,0.1112034975840052
diamonds,8,1344,PartitionWise,0.07380403,0.0062873903008762,0.2497467994689941,
diamonds,8,1344,TabPFN,0.11369751,0.0284391697496175,15.784865140914915,0.1190003603054484
diamonds,8,2215,CheapBetterLGBMClassifier,0.11029346,0.0242179922726855,3.8368687629699703,0.1116803557149746
diamonds,8,2215,XT,0.110880375,0.0207593023501149,1.8726263046264648,
diamonds,8,2215,RF,0.109796844,0.0207867766415621,2.4524993896484375,
diamonds,8,2215,tabICL,0.113092564,0.0254617072641849,10.582724571228027,0.1162144151583715
diamonds,8,2215,PartitionWise,0.08474041,0.0082849859247132,0.3176934719085693,
diamonds,8,2215,TabPFN,0.11345373,0.0260114558041095,6.2606329917907715,0.1172128346816106
diamonds,8,3652,CheapBetterLGBMClassifier,0.11615966,0.0257612930021818,4.070272207260132,0.1182121927049123
diamonds,8,3652,XT,0.1169013,0.0227089602082422,1.9867589473724363,
diamonds,8,3652,RF,0.116653346,0.0235686661218278,2.660414934158325,
diamonds,8,3652,tabICL,0.11999154,0.0286644343286752,10.343858480453491,0.1281824466126073
diamonds,8,3652,PartitionWise,0.09600863,0.0101967926432044,0.3050851821899414,
diamonds,8,3652,TabPFN,0.1199372,0.0291526652872562,5.992707967758179,0.130501642479192
diamonds,8,6020,CheapBetterLGBMClassifier,0.11794021,0.0275062393728851,4.976292848587036,0.1222363274797877
diamonds,8,6020,XT,0.11666113,0.0249244064666204,2.2317330837249756,
diamonds,8,6020,RF,0.114933565,0.0250708405751476,2.901024341583252,
diamonds,8,6020,tabICL,0.12093024,0.0286487452685832,17.82413649559021,0.1264924377035003
diamonds,8,6020,PartitionWise,0.085714296,0.0089206412636271,0.2813372611999511,
diamonds,8,6020,TabPFN,0.12059802,0.0289424918591976,10.80299186706543,0.1282099574636322
diamonds,8,9925,CheapBetterLGBMClassifier,0.119627215,0.029679476189408,5.1018102169036865,0.1284723245120794
diamonds,8,9925,XT,0.12080604,0.028145144382704,2.5650179386138916,
diamonds,8,9925,RF,0.11877079,0.0285203708030791,3.4175736904144287,
diamonds,8,9925,tabICL,0.12113855,0.030292559415102,26.22460913658142,0.1306241009307257
diamonds,8,9925,PartitionWise,0.08954156,0.0097348007057488,0.2403476238250732,
diamonds,8,9925,TabPFN,0.12190429,0.0306231677532196,16.995952129364014,0.1321447644305579
diamonds,8,16360,CheapBetterLGBMClassifier,0.119877756,0.028903025984102,6.601827144622803,0.1271581506627828
diamonds,8,16360,XT,0.11661981,0.0257541844566002,3.2569141387939453,
diamonds,8,16360,RF,0.11791565,0.0267999311065119,4.478884696960449,
diamonds,8,16360,tabICL,0.121772625,0.0300875753164291,49.74216198921203,0.1312056504742896
diamonds,8,16360,PartitionWise,0.08874083,0.0103231171130667,2.2216687202453613,
diamonds,8,16360,TabPFN,0.12174819,0.0302291568368673,35.3516161441803,0.1317753516690528
diamonds,8,26970,CheapBetterLGBMClassifier,0.12332221,0.0303008886391734,9.490513801574709,0.1329326821524891
diamonds,8,26970,XT,0.120585844,0.02805339228377,4.199036598205566,
diamonds,8,26970,RF,0.12200965,0.029099469676566,6.008688688278198,
diamonds,8,26970,tabICL,0.12344086,0.0307525936514139,104.3219347000122,0.1344388710854709
diamonds,8,26970,PartitionWise,0.09130144,0.0099138976299689,7.686527967453003,0.0623103057364738
diamonds,8,26970,TabPFN,0.12358917,0.0307341776788234,85.112069606781,0.1342338013051212
diamonds,9,300,CheapBetterLGBMClassifier,0.11866667,0.019182076491312,1.8030414581298828,0.0945778827814175
diamonds,9,300,XT,0.105000004,0.017075189427049,1.4974181652069092,
diamonds,9,300,RF,0.110000014,0.0177004857233453,1.9773337841033936,
diamonds,9,300,tabICL,0.11800001,0.024482000619173,3.153933525085449,0.1064905066116302
diamonds,9,300,PartitionWise,0.08466668,0.0088984301422842,0.2023394107818603,
diamonds,9,300,TabPFN,0.11866667,0.0257558524608612,3.6628828048706055,0.1151978049500434
diamonds,9,495,CheapBetterLGBMClassifier,0.1278788,0.0254365391587484,2.030222177505493,0.1164532574053397
diamonds,9,495,XT,0.11696969,0.0304555083472292,1.5346863269805908,
diamonds,9,495,RF,0.12161617,0.0280129045312921,1.9332587718963623,
diamonds,9,495,tabICL,0.13111112,0.0322599075734615,3.1149704456329346,0.1384915404685112
diamonds,9,495,PartitionWise,0.09595959,0.0112949968402848,0.1390535831451416,
diamonds,9,495,TabPFN,0.11656567,0.0307568870484828,2.8525257110595703,0.1353035502799125
diamonds,9,815,CheapBetterLGBMClassifier,0.109079756,0.0159713154913565,2.3010826110839844,0.0876019737519402
diamonds,9,815,XT,0.107116565,0.0103799172661153,1.7497670650482178,
diamonds,9,815,RF,0.10785277,0.0095463385340089,2.2539501190185547,
diamonds,9,815,tabICL,0.111042954,0.0175653267651796,3.795820713043213,0.0945618675489663
diamonds,9,815,PartitionWise,0.07693252,0.006791157562232,0.1190414428710937,
diamonds,9,815,TabPFN,0.10564418,0.0181459747254848,2.8442182540893555,0.0980360941429375
diamonds,9,1344,CheapBetterLGBMClassifier,0.11339233,0.029975342477742,2.331960678100586,0.120537708298127
diamonds,9,1344,XT,0.103875324,0.0230098618059391,1.8178327083587649,
diamonds,9,1344,RF,0.10715143,0.0242037211030101,2.3554039001464844,
diamonds,9,1344,tabICL,0.118299946,0.0319709479808807,4.2302796840667725,0.1304841271935937
diamonds,9,1344,PartitionWise,0.094045386,0.0105257491391864,0.1292617321014404,
diamonds,9,1344,TabPFN,0.113829,0.0321712270379066,2.8642969131469727,0.1323911062776087
diamonds,9,2215,CheapBetterLGBMClassifier,0.11507902,0.0283319966799293,2.77349853515625,0.1184100114190617
diamonds,9,2215,XT,0.11164787,0.0251100973049721,1.8527066707611084,
diamonds,9,2215,RF,0.11137698,0.0255101675332139,2.411231517791748,
diamonds,9,2215,tabICL,0.11995486,0.0290015488862991,5.566931962966919,0.1211057161517156
diamonds,9,2215,PartitionWise,0.08582392,0.0094549474558648,0.1580474376678466,
diamonds,9,2215,TabPFN,0.1179684,0.0296721123158931,3.3709542751312256,0.1239435081906332
diamonds,9,3652,CheapBetterLGBMClassifier,0.11664893,0.0254746051665015,3.4336180686950684,0.1188055073380894
diamonds,9,3652,XT,0.1158517,0.0232877256489888,1.9053761959075928,
diamonds,9,3652,RF,0.11757922,0.0233300419230613,2.506284236907959,
diamonds,9,3652,tabICL,0.11812582,0.027357380837202,8.059937000274658,0.1264177268038565
diamonds,9,3652,PartitionWise,0.08991728,0.0094088695528022,0.1502647399902343,
diamonds,9,3652,TabPFN,0.11577214,0.0275272484868764,4.9171295166015625,0.1259811823855215
diamonds,9,6020,CheapBetterLGBMClassifier,0.12142859,0.0297484371085507,3.804466962814331,0.1303322031160475
diamonds,9,6020,XT,0.120315626,0.0264399304274599,2.086277484893799,
diamonds,9,6020,RF,0.118073106,0.02724357644484,2.725898265838623,
diamonds,9,6020,tabICL,0.12362127,0.0309060327708721,13.13076138496399,0.1365039757582057
diamonds,9,6020,PartitionWise,0.089701,0.0101793278158259,0.1733229160308838,
diamonds,9,6020,TabPFN,0.1236545,0.0310732014477252,8.712825536727905,0.1367350033613551
diamonds,9,9925,CheapBetterLGBMClassifier,0.11716876,0.0275241834003059,4.427873611450195,0.1221976372068059
diamonds,9,9925,XT,0.11683629,0.0255456496023751,2.4933180809020996,
diamonds,9,9925,RF,0.11467002,0.0257225362522492,3.357752799987793,
diamonds,9,9925,tabICL,0.119869016,0.0288535691797733,23.44512915611267,0.1276910859394457
diamonds,9,9925,PartitionWise,0.08829219,0.0091561127822048,0.1821355819702148,
diamonds,9,9925,TabPFN,0.12085643,0.0288453456014394,16.169809579849243,0.1282279330540086
diamonds,9,16360,CheapBetterLGBMClassifier,0.1248044,0.0300762522810498,5.804993391036987,0.1324867528475868
diamonds,9,16360,XT,0.12154647,0.0287042884635161,3.135502815246582,
diamonds,9,16360,RF,0.12259169,0.0285631816747243,4.3877434730529785,
diamonds,9,16360,tabICL,0.12479218,0.0310023240745067,46.65512442588806,0.1351893961550731
diamonds,9,16360,PartitionWise,0.09288509,0.0098402823055481,1.5485193729400637,
diamonds,9,16360,TabPFN,0.124926664,0.0309422649443149,34.16945552825928,0.1351292073847789
diamonds,9,26970,CheapBetterLGBMClassifier,0.12195031,0.0298713815159332,8.34948444366455,0.1312556818722996
diamonds,9,26970,XT,0.12036337,0.0281648620867615,4.123049736022949,
diamonds,9,26970,RF,0.12043011,0.0286270849455758,6.095104455947876,
diamonds,9,26970,tabICL,0.12373749,0.0306539591401815,101.98847937583923,0.1338094073683156
diamonds,9,26970,PartitionWise,0.08824621,0.0097442377872426,1.464668035507202,0.0597577381937737
diamonds,9,26970,TabPFN,0.12324065,0.0305437687784433,79.63196039199829,0.1335251677185429
deliverytime,0,300,CheapBetterLGBMClassifier,0.01666668,-0.0023310891379123,1.3907861709594729,-0.0195099063553903
deliverytime,0,300,XT,0.0076666763,-0.013103072504485,3.3139374256134033,
deliverytime,0,300,RF,-0.0046666586,-0.0092041836155962,4.3040337562561035,
deliverytime,0,300,tabICL,0.026000017,-0.0006108358502388,2.981912612915039,-0.0080593897745318
deliverytime,0,300,PartitionWise,0.00066667504,-0.0040490595956179,0.1527729034423828,
deliverytime,0,300,TabPFN,0.024666686,0.0004405885993037,3.8492648601531982,0.0002391115978054
deliverytime,0,485,CheapBetterLGBMClassifier,0.045979388,0.0022900262199059,1.798626184463501,0.0156692348455111
deliverytime,0,485,XT,0.0443299,-0.0054536128652464,3.256805419921875,
deliverytime,0,485,RF,0.028865978,-0.0032098557060253,4.3320558071136475,
deliverytime,0,485,tabICL,0.029896915,0.0022238611709326,3.028020143508911,0.0144607437413886
deliverytime,0,485,PartitionWise,-0.0150515465,-0.003419915622972,0.1289451122283935,
deliverytime,0,485,TabPFN,0.06659794,0.0033036216627806,2.860208034515381,0.0218182159227087
deliverytime,0,785,CheapBetterLGBMClassifier,0.042420384,0.0015249358903769,1.8758318424224856,0.0082848068855247
deliverytime,0,785,XT,0.022547774,-0.0017632123879279,3.5542497634887695,
deliverytime,0,785,RF,0.024840768,-0.0032446844332216,4.639766454696655,
deliverytime,0,785,tabICL,0.022038227,0.0001390636025462,3.572791337966919,0.0015019084926624
deliverytime,0,785,PartitionWise,0.028407644,0.0002173187444834,0.1310820579528808,-0.000223619951153
deliverytime,0,785,TabPFN,0.037324853,0.0012053534155711,2.841578960418701,0.0067873622890491
deliverytime,0,1271,CheapBetterLGBMClassifier,0.011250266,0.0003702827198118,2.018874168395996,0.0018042126467416
deliverytime,0,1271,XT,0.012280996,-0.0093611429056801,3.4969136714935303,
deliverytime,0,1271,RF,-0.0017572956,-0.0109343147101849,3.1871190071105957,
deliverytime,0,1271,tabICL,0.02888436,0.0010732784867286,3.8205387592315674,0.0062117010242769
deliverytime,0,1271,PartitionWise,0.00872502,-0.0010917555459591,0.1342918872833252,-0.0058603778369151
deliverytime,0,1271,TabPFN,0.034398645,0.0014691278338432,2.9080522060394287,0.0076570659763643
deliverytime,0,2056,CheapBetterLGBMClassifier,0.0087695215,0.000235204349318,2.2206878662109375,0.0014332584916387
deliverytime,0,2056,XT,0.016980965,-0.0081490665744997,2.8333511352539062,
deliverytime,0,2056,RF,0.012844829,-0.0056931737984411,2.757716417312622,
deliverytime,0,2056,tabICL,0.011586951,0.0002221554459538,4.735658407211304,0.0020117920224494
deliverytime,0,2056,PartitionWise,0.009429527,-4.375721818832001e-05,0.1390285491943359,-9.961354573978508e-05
deliverytime,0,2056,TabPFN,0.016941406,0.0002388015418546,3.5242764949798584,0.0026355039660758
deliverytime,0,3326,CheapBetterLGBMClassifier,0.034940325,0.0016984255593053,2.6861162185668945,0.0095696508613879
deliverytime,0,3326,XT,0.022641381,-0.006214272874383,2.18574595451355,
deliverytime,0,3326,RF,0.023180205,-0.003677378792331,3.0708744525909424,
deliverytime,0,3326,tabICL,0.03006733,0.0010072693694382,6.463102579116821,0.0063599563205616
deliverytime,0,3326,PartitionWise,0.007279997,-0.0001011023050915,0.1509780883789062,-0.0004554859228151
deliverytime,0,3326,TabPFN,0.04221464,0.0017301142215728,5.0761590003967285,0.0106222129428761
deliverytime,0,5382,CheapBetterLGBMClassifier,0.03463324,0.0017145507250754,3.4445126056671143,0.0101073843993679
deliverytime,0,5382,XT,0.020439161,-0.0060430140438044,2.5675578117370605,
deliverytime,0,5382,RF,0.031381834,-0.0030201999388875,3.7870218753814697,
deliverytime,0,5382,tabICL,0.041100822,0.0018597990274429,9.92797064781189,0.009865184735436
deliverytime,0,5382,PartitionWise,0.00836282,2.7066762182526018e-05,0.1580405235290527,0.0002226351758247
deliverytime,0,5382,TabPFN,0.043592043,0.0022850125096738,8.676994800567627,0.0123885652533956
deliverytime,0,8708,CheapBetterLGBMClassifier,0.047128923,0.003572159918305,4.095882892608643,0.0185389364602679
deliverytime,0,8708,XT,0.03210799,-0.0030485151277843,2.9304397106170654,
deliverytime,0,8708,RF,0.038183123,-0.0010525531212951,4.652725458145142,
deliverytime,0,8708,tabICL,0.050183605,0.0033806443680077,17.13042187690735,0.0182100300697745
deliverytime,0,8708,PartitionWise,0.010221799,1.85988386191438e-05,0.189126968383789,8.251553690309388e-05
deliverytime,0,8708,TabPFN,0.049035694,0.0039100660942494,15.484289407730104,0.0212992076782645
deliverytime,0,14090,CheapBetterLGBMClassifier,0.051100068,0.0040412553903589,5.890677452087402,0.0214600904630953
deliverytime,0,14090,XT,0.036373314,-0.0004048277957775,3.7032530307769775,
deliverytime,0,14090,RF,0.042107876,0.0007122702248832,6.5753326416015625,
deliverytime,0,14090,tabICL,0.044215765,0.0032117366790771,33.58557486534119,0.0171589023523427
deliverytime,0,14090,PartitionWise,0.011369755,7.787580878396428e-05,0.5359330177307129,0.0004491025133864
deliverytime,0,14090,TabPFN,0.048374735,0.0040590213611721,31.986958503723145,0.021895170872698
deliverytime,0,22797,CheapBetterLGBMClassifier,0.052449953,0.0040678619316649,8.163711786270142,0.0226334478802452
deliverytime,0,22797,XT,0.03922907,-0.0010540564697648,5.107182025909424,
deliverytime,0,22797,RF,0.043584537,0.0006420936083532,10.19645380973816,
deliverytime,0,22797,tabICL,0.046808895,0.0032432496082037,72.69771194458008,0.0180363808458533
deliverytime,0,22797,PartitionWise,0.0058034593,2.9679740823290725e-05,0.5996041297912598,0.0001513208869411
deliverytime,0,22797,TabPFN,0.050283007,0.003764133201912,71.17476749420166,0.0208009217565742
deliverytime,1,300,CheapBetterLGBMClassifier,0.007333343,-0.0022394052972653,3.126152992248535,-0.0058432993852489
deliverytime,1,300,XT,0.049333345,-0.0081831785790037,1.4685089588165283,
deliverytime,1,300,RF,0.0040000053,-0.0120230674678926,2.000269889831543,
deliverytime,1,300,tabICL,0.010666685,-0.0003575459122657,5.141123533248901,0.0016118550461096
deliverytime,1,300,PartitionWise,-0.0086666625,-0.0050377772721142,0.2044308185577392,
deliverytime,1,300,TabPFN,0.02000001,0.0009240135550498,9.470940351486206,0.0100523466032309
deliverytime,1,485,CheapBetterLGBMClassifier,0.0068041384,-0.000188347390644,3.108581304550171,-0.0014853885251453
deliverytime,1,485,XT,-0.0028865908,-0.0142124927788119,1.7036373615264893,
deliverytime,1,485,RF,-0.007835048,-0.0121543942679299,2.2188720703125,
deliverytime,1,485,tabICL,0.010103116,-0.0003302529512438,5.736806154251099,-0.002643948120186
deliverytime,1,485,PartitionWise,-0.0051546334,-0.0032997852843435,0.2104537487030029,
deliverytime,1,485,TabPFN,0.008866002,0.0001406222581863,9.470683813095093,0.0010465628680494
deliverytime,1,785,CheapBetterLGBMClassifier,0.025095547,-0.0006704265168908,2.623866081237793,-0.0023634586308952
deliverytime,1,785,XT,-0.0007643263,-0.0134740136405161,1.7603554725646973,
deliverytime,1,785,RF,0.004968155,-0.0106798027417192,2.516312599182129,
deliverytime,1,785,tabICL,0.0098089315,-0.0010330617660656,6.850193023681641,-0.0050830038563031
deliverytime,1,785,PartitionWise,0.0034394911,-0.0018088235339471,0.1180860996246337,-0.0119010833078961
deliverytime,1,785,TabPFN,-0.0026751447,-0.0022893368732184,8.602396726608276,-0.0127326580063122
deliverytime,1,1271,CheapBetterLGBMClassifier,0.015496698,0.0002647927942256,2.6691126823425293,0.0018205240732505
deliverytime,1,1271,XT,0.012420264,-0.0088693581666266,1.803943395614624,
deliverytime,1,1271,RF,0.012182499,-0.0052307518502593,2.4860153198242188,
deliverytime,1,1271,tabICL,0.022109639,0.0005362592637538,9.249808073043823,0.0035336043226388
deliverytime,1,1271,PartitionWise,0.012512599,-0.0007437954246544,0.2552547454833984,-0.0078821098567871
deliverytime,1,1271,TabPFN,0.02179468,0.000634143478237,15.71560263633728,0.0046412314760354
deliverytime,1,2056,CheapBetterLGBMClassifier,0.030549467,0.0008140935040453,3.6829042434692383,0.004568697448036
deliverytime,1,2056,XT,0.016153006,-0.0053642761507482,1.993046283721924,
deliverytime,1,2056,RF,0.014201808,-0.0044501282834422,2.689446449279785,
deliverytime,1,2056,tabICL,0.035606515,0.0013653070200234,8.596312284469604,0.0077766477324667
deliverytime,1,2056,PartitionWise,0.0009685204,-0.0005077712552268,0.1400763988494873,-0.0036304968348161
deliverytime,1,2056,TabPFN,0.04542935,0.0018880441784858,3.522228956222534,0.0113445519663992
deliverytime,1,3326,CheapBetterLGBMClassifier,0.03421798,0.0015347952483114,3.2232882976531982,0.0089187751259674
deliverytime,1,3326,XT,0.027605593,-0.0055170629745185,2.098646402359009,
deliverytime,1,3326,RF,0.024509203,-0.0036750873748587,2.8626859188079834,
deliverytime,1,3326,tabICL,0.034218524,0.0013271688949316,9.795092344284058,0.0085812212792825
deliverytime,1,3326,PartitionWise,-0.0019873078,-0.0004368255914047,0.1893918514251709,-0.0027408989580215
deliverytime,1,3326,TabPFN,0.037045777,0.0015411094063892,13.310739755630491,0.0094861032334756
deliverytime,1,5382,CheapBetterLGBMClassifier,0.033891894,0.0016626273522483,4.085100889205933,0.010473357419963
deliverytime,1,5382,XT,0.024562865,-0.004797017404616,2.8113794326782227,
deliverytime,1,5382,RF,0.025751922,-0.0025901363054285,4.294111967086792,
deliverytime,1,5382,tabICL,0.034447275,0.0014820530777797,17.912587881088257,0.009346939148307
deliverytime,1,5382,PartitionWise,0.012561443,-5.300739355466322e-05,2.828815460205078,-0.0004688357112747
deliverytime,1,5382,TabPFN,0.03612169,0.0018295496702194,15.336512565612791,0.0120804796832801
deliverytime,1,8708,CheapBetterLGBMClassifier,0.043110095,0.0023246229434443,5.245831251144409,0.0150925558640003
deliverytime,1,8708,XT,0.022600852,-0.0035975335563285,3.047279357910156,
deliverytime,1,8708,RF,0.034991983,-0.0014492830329252,4.647117614746094,
deliverytime,1,8708,tabICL,0.04205415,0.001932542072609,21.75062108039856,0.0127539427420408
deliverytime,1,8708,PartitionWise,0.011069663,0.0001093864878354,0.5683896541595459,0.0005799236013282
deliverytime,1,8708,TabPFN,0.0427428,0.0025319785345345,15.188631296157835,0.0163672299525053
deliverytime,1,14090,CheapBetterLGBMClassifier,0.050858773,0.0033401135910266,6.731976509094238,0.0209884410668808
deliverytime,1,14090,XT,0.035926193,-0.0016760935011933,3.629669666290283,
deliverytime,1,14090,RF,0.040021293,0.0002225312129459,6.614714860916138,
deliverytime,1,14090,tabICL,0.042526625,0.00232884590514,41.062286138534546,0.016154610725566
deliverytime,1,14090,PartitionWise,0.009595474,6.605338866300659e-05,0.7763676643371582,0.0003719520811827
deliverytime,1,14090,TabPFN,0.045081623,0.0028285712469369,38.203927993774414,0.0185742135965072
deliverytime,1,22797,CheapBetterLGBMClassifier,0.048475634,0.003243472991592,8.998884439468384,0.0203449443489384
deliverytime,1,22797,XT,0.03652252,-0.0010988251766859,4.6643431186676025,
deliverytime,1,22797,RF,0.040044643,9.94603233232222e-05,9.6692373752594,
deliverytime,1,22797,tabICL,0.042158913,0.0023475557100027,82.38710927963257,0.0151872746931397
deliverytime,1,22797,PartitionWise,0.008812489,6.006477828467971e-05,5.182121276855469,0.000320049290996
deliverytime,1,22797,TabPFN,0.044062726,0.002822060836479,68.37310314178467,0.0171047799574219
deliverytime,2,300,CheapBetterLGBMClassifier,-0.009333348,-0.0016655100812766,2.7888095378875732,-0.0076530460126388
deliverytime,2,300,XT,-0.031000003,-0.0193901380948314,1.6815288066864014,-0.1037009421927263
deliverytime,2,300,RF,-0.01366667,-0.0178272121689054,2.2159130573272705,-0.0853609529225337
deliverytime,2,300,tabICL,0.013999988,-0.0012425438035279,2.863131523132324,-0.0041376889886456
deliverytime,2,300,PartitionWise,0.00933332,-0.005210429077416,0.2170069217681884,
deliverytime,2,300,TabPFN,-0.016000014,-0.0016712486976757,3.636371374130249,-0.0079360068978863
deliverytime,2,485,CheapBetterLGBMClassifier,-0.008453598,-0.0024034385662079,3.2872421741485596,-0.0125503643444077
deliverytime,2,485,XT,-0.014639169,-0.0136340267234241,1.753025770187378,
deliverytime,2,485,RF,-0.01608247,-0.0126940038139167,2.000253200531006,
deliverytime,2,485,tabICL,0.0072165183,-0.0004728436470031,3.3533427715301514,-0.0033849931485286
deliverytime,2,485,PartitionWise,-0.025360817,-0.0033827161223789,0.1445658206939697,
deliverytime,2,485,TabPFN,0.008865997,-0.0001513525785412,2.6848812103271484,-0.0005529797799221
deliverytime,2,785,CheapBetterLGBMClassifier,-0.003949049,-0.0003327700861024,3.0433382987976074,-0.001908539390143
deliverytime,2,785,XT,0.020636946,-0.0097275010745304,1.597134351730347,
deliverytime,2,785,RF,0.02025478,-0.0083404947051036,2.530081272125244,
deliverytime,2,785,tabICL,0.015668795,0.0001946494012372,2.338834762573242,0.0004480524233887
deliverytime,2,785,PartitionWise,0.02254777,-0.0015251076920746,0.2327537536621093,-0.0088832937667504
deliverytime,2,785,TabPFN,0.011337581,-1.5866757166804746e-05,2.2530782222747803,-0.0009653286763121
deliverytime,2,1271,CheapBetterLGBMClassifier,0.020356964,0.0003413644685083,3.77653431892395,0.0038865078200436
deliverytime,2,1271,XT,-2.006467e-05,-0.0116965954899403,1.6264688968658447,
deliverytime,2,1271,RF,0.0046932283,-0.0078069797213231,2.4289181232452393,
deliverytime,2,1271,tabICL,0.0085515035,0.0011903323465958,2.7851128578186035,0.0094931125228033
deliverytime,2,1271,PartitionWise,0.0010115874,-0.0010240180289301,0.2286145687103271,-0.0084115421155002
deliverytime,2,1271,TabPFN,0.012805941,0.0013883218634873,2.1574456691741943,0.0105626195256338
deliverytime,2,2056,CheapBetterLGBMClassifier,0.038322352,0.0017690683043043,3.9956579208374023,0.0110409279747302
deliverytime,2,2056,XT,0.024367401,-0.0045264870257176,1.6647377014160156,
deliverytime,2,2056,RF,0.033512276,-0.0037393813660929,2.370931625366211,
deliverytime,2,2056,tabICL,0.045817453,0.0022095353342592,2.491482734680176,0.0132668293408546
deliverytime,2,2056,PartitionWise,0.00058370817,-0.0007109150850116,1.0465292930603027,-0.003964060107873
deliverytime,2,2056,TabPFN,0.048446607,0.002331702504307,2.410818576812744,0.0129055089644585
deliverytime,2,3326,CheapBetterLGBMClassifier,0.047563773,0.0030225450520187,4.567134618759155,0.0175983689382727
deliverytime,2,3326,XT,0.033431146,-0.002665705049833,1.8744337558746336,
deliverytime,2,3326,RF,0.034816775,-0.0008652279060225,2.8974084854125977,
deliverytime,2,3326,tabICL,0.047567394,0.0030354200862348,2.956019401550293,0.0180077153657117
deliverytime,2,3326,PartitionWise,-0.0036065863,-0.0001399723705851,0.4362444877624511,-0.0011826797751425
deliverytime,2,3326,TabPFN,0.051953584,0.0034281597472727,2.4425809383392334,0.0199668425534406
deliverytime,2,5382,CheapBetterLGBMClassifier,0.032476455,0.0017713806035172,4.8365397453308105,0.0112623857351526
deliverytime,2,5382,XT,0.027051225,-0.0041868278427855,2.285491704940796,
deliverytime,2,5382,RF,0.03115775,-0.0028712315150788,3.711950302124023,
deliverytime,2,5382,tabICL,0.04436826,0.0022982389200478,3.872850179672241,0.0138625831231132
deliverytime,2,5382,PartitionWise,0.007877214,5.9985483461311165e-06,0.3983385562896728,-1.4626058743294478e-05
deliverytime,2,5382,TabPFN,0.04756439,0.0027520940639078,3.6856484413146977,0.0162126810177818
deliverytime,2,8708,CheapBetterLGBMClassifier,0.04467242,0.0023202958493536,5.419534921646118,0.0143463325074257
deliverytime,2,8708,XT,0.031006,-0.0033750321218469,2.990467071533203,
deliverytime,2,8708,RF,0.033096943,-0.0020815775292448,4.500452280044556,
deliverytime,2,8708,tabICL,0.04409749,0.0022858679294586,5.363066911697388,0.01450485931288
deliverytime,2,8708,PartitionWise,0.0037894943,-8.204071361680997e-06,0.2243683338165283,-1.5222101902701014e-05
deliverytime,2,8708,TabPFN,0.045337956,0.0027891756035387,4.223446846008301,0.0169004057491898
deliverytime,2,14090,CheapBetterLGBMClassifier,0.04880057,0.0031773410152504,6.341325998306274,0.0200864685445963
deliverytime,2,14090,XT,0.03170334,-0.002583083058952,3.723939657211304,
deliverytime,2,14090,RF,0.04149752,-0.0006748762929241,6.107027530670166,
deliverytime,2,14090,tabICL,0.045095824,0.0028139068745076,9.071030855178831,0.0177073968483248
deliverytime,2,14090,PartitionWise,0.001958844,-4.156518800687292e-05,0.6758570671081543,-0.000238620185313
deliverytime,2,14090,TabPFN,0.047863744,0.0033305673860013,7.199995994567871,0.0204383386207857
deliverytime,2,22797,CheapBetterLGBMClassifier,0.051054854,0.0038591777387349,8.005083322525024,0.0231053633040873
deliverytime,2,22797,XT,0.0356537,-0.0018552289658115,5.080637454986572,
deliverytime,2,22797,RF,0.042558067,-0.000328568559281,10.335334062576294,
deliverytime,2,22797,tabICL,0.0451507,0.0028436915017664,15.365254878997805,0.0175937652880195
deliverytime,2,22797,PartitionWise,0.0014517199,-2.0974748193300365e-05,0.6747941970825195,-0.000139306568319
deliverytime,2,22797,TabPFN,0.04815979,0.0033581764437258,13.489664554595947,0.0200819671446327
deliverytime,3,300,CheapBetterLGBMClassifier,0.022666685,-0.0009036958437118,1.4673659801483154,-0.0077319511463347
deliverytime,3,300,XT,-0.0076666595,-0.0206150710143689,3.3041930198669434,
deliverytime,3,300,RF,-0.008666659,-0.0172858117551097,4.2960615158081055,
deliverytime,3,300,tabICL,0.02400002,-0.0001997351646423,3.212904930114746,-0.0031736983701892
deliverytime,3,300,PartitionWise,8.940697e-09,-0.0029096044326314,0.1616721153259277,
deliverytime,3,300,TabPFN,0.026000023,-0.0003658607602119,3.800760507583618,-0.0051260246679492
deliverytime,3,485,CheapBetterLGBMClassifier,0.024948457,0.0019929684008615,1.9238498210906985,0.0030420782849204
deliverytime,3,485,XT,0.019587632,-0.0040203265967879,3.2242114543914795,
deliverytime,3,485,RF,0.0037113405,-0.0053323540881969,4.352019548416138,
deliverytime,3,485,tabICL,0.020824756,0.0011382236843928,3.1892144680023193,0.0029295522716644
deliverytime,3,485,PartitionWise,0.012577318,-0.0023793936416711,0.132282018661499,
deliverytime,3,485,TabPFN,0.041855678,0.0034162371885031,3.0261223316192627,0.0135861534622314
deliverytime,3,785,CheapBetterLGBMClassifier,0.049808912,0.0024945694389414,1.963050365447998,0.0129468110474804
deliverytime,3,785,XT,0.033503182,-0.0046549916697662,3.5527853965759277,
deliverytime,3,785,RF,0.028407644,-0.0029045882727386,4.642092943191528,
deliverytime,3,785,tabICL,0.04165605,0.0017856776248663,3.7252211570739746,0.0093160195521423
deliverytime,3,785,PartitionWise,-0.004458604,-0.0018940635767058,0.1371254920959472,-0.0086447640854686
deliverytime,3,785,TabPFN,0.04242038,0.0016983583336696,3.3122754096984863,0.0094615621737549
deliverytime,3,1271,CheapBetterLGBMClassifier,0.012497146,-0.0006147760352168,2.1655023097991943,-0.002320294209769
deliverytime,3,1271,XT,0.012893629,-0.0061099431580334,3.6048777103424072,
deliverytime,3,1271,RF,0.00076918723,-0.0053649020724828,3.3461313247680664,
deliverytime,3,1271,tabICL,0.0060589947,-0.0003847509506158,3.9493541717529297,-0.0028464524329009
deliverytime,3,1271,PartitionWise,-0.027131697,-0.0016006431852144,0.1419665813446045,-0.0100586171905066
deliverytime,3,1271,TabPFN,0.014856274,-0.0002125903993146,3.115905284881592,-0.0016662685454192
deliverytime,3,2056,CheapBetterLGBMClassifier,0.025291387,0.0009269036451692,2.36132550239563,0.00460685856098
deliverytime,3,2056,XT,0.024173697,-0.0077980700058366,2.793799877166748,
deliverytime,3,2056,RF,0.016823404,-0.0046886067423463,2.927002191543579,
deliverytime,3,2056,tabICL,0.035990134,0.0012199922930449,4.996776342391968,0.0069444320631739
deliverytime,3,2056,PartitionWise,0.0011662334,-0.0003696478663089,0.160215139389038,-0.0022329138964209
deliverytime,3,2056,TabPFN,0.035022803,0.0015234872698783,3.890995979309082,0.0083769104910609
deliverytime,3,3326,CheapBetterLGBMClassifier,0.034694217,0.0015212835835362,2.771254539489746,0.0091221320517475
deliverytime,3,3326,XT,0.021042973,-0.0053177640517484,2.396905422210694,
deliverytime,3,3326,RF,0.023388067,-0.003381960855068,3.1651058197021484,
deliverytime,3,3326,tabICL,0.032830827,0.0018437564140185,6.642494201660156,0.0118006988159522
deliverytime,3,3326,PartitionWise,-0.010705499,-0.0006984548194384,0.1693921089172363,-0.0044250622670587
deliverytime,3,3326,TabPFN,0.0457012,0.0023785843513906,5.408348083496094,0.0153402789226874
deliverytime,3,5382,CheapBetterLGBMClassifier,0.03734468,0.0018182945856251,3.5310864448547363,0.0100224098093054
deliverytime,3,5382,XT,0.02532508,-0.0058775525717489,2.634314775466919,
deliverytime,3,5382,RF,0.02495285,-0.0032097221307416,3.9408600330352783,
deliverytime,3,5382,tabICL,0.03942526,0.0015212505823001,10.036022186279297,0.0098939098711789
deliverytime,3,5382,PartitionWise,-0.002456437,-0.0003776530689049,0.1850843429565429,-0.0019169758241706
deliverytime,3,5382,TabPFN,0.04020648,0.0020596594549715,8.953143835067749,0.0126512922640622
deliverytime,3,8708,CheapBetterLGBMClassifier,0.04083533,0.0025789092986089,4.489033222198486,0.0148372547416229
deliverytime,3,8708,XT,0.030868387,-0.0028280743277557,2.9197967052459717,
deliverytime,3,8708,RF,0.034416504,-0.0010319554567284,4.891442775726318,
deliverytime,3,8708,tabICL,0.0379642,0.0021140233147889,17.23391819000244,0.0133743929234916
deliverytime,3,8708,PartitionWise,0.00057384174,-6.325892112352405e-05,0.1825511455535888,-0.0003379458530156
deliverytime,3,8708,TabPFN,0.042810787,0.0029279352165758,15.465771198272703,0.0176303374139244
deliverytime,3,14090,CheapBetterLGBMClassifier,0.043236338,0.0027736418093426,5.781622886657715,0.0162804263734428
deliverytime,3,14090,XT,0.03295245,-0.0018527147114558,3.791847467422486,
deliverytime,3,14090,RF,0.03541519,-0.0012355078665697,6.8437864780426025,
deliverytime,3,14090,tabICL,0.042952456,0.0022383227478712,34.21539759635925,0.0136074964509972
deliverytime,3,14090,PartitionWise,0.00207239,-8.500038115973608e-05,0.5592796802520752,-0.000486268197493
deliverytime,3,14090,TabPFN,0.046132017,0.0029744177591055,31.94131326675415,0.0175246421800622
deliverytime,3,22797,CheapBetterLGBMClassifier,0.050186366,0.0037163551180848,8.350602626800537,0.0212462640760044
deliverytime,3,22797,XT,0.035596795,-0.0013629033564839,5.214980602264404,
deliverytime,3,22797,RF,0.0388297,-0.0001884239141111,10.529475927352903,
deliverytime,3,22797,tabICL,0.04334385,0.0026028857100754,74.74429035186768,0.0159419278467752
deliverytime,3,22797,PartitionWise,0.003855974,-3.5286036715545535e-05,0.6234657764434814,-0.0001907758121615
deliverytime,3,22797,TabPFN,0.048817866,0.0034375116229057,71.15991067886353,0.0198469797934152
deliverytime,4,300,CheapBetterLGBMClassifier,0.036000006,-0.0002657047737863,3.632311344146729,-0.0034455967694394
deliverytime,4,300,XT,0.028333345,-0.008969140926052,1.6447975635528564,
deliverytime,4,300,RF,0.030000005,-0.0087364001853112,1.935009717941284,
deliverytime,4,300,tabICL,0.014000023,9.701400813355576e-06,3.045275926589966,-0.001431636132434
deliverytime,4,300,PartitionWise,0.016666673,-0.0002121510649313,0.1436243057250976,
deliverytime,4,300,TabPFN,0.022000019,-0.0003527365624904,2.8563318252563477,-0.0024126809017212
deliverytime,4,485,CheapBetterLGBMClassifier,0.0142268,-0.0004288876270206,3.2005794048309326,-0.0008952491025958
deliverytime,4,485,XT,0.034639176,-0.0066537757235185,1.66619610786438,
deliverytime,4,485,RF,0.03938144,-0.0060671548758667,1.9584271907806396,-0.0210161613082148
deliverytime,4,485,tabICL,0.0022680436,0.0008661017054691,2.4957497119903564,0.0052752578985741
deliverytime,4,485,PartitionWise,0.014226799,-0.0020505825922482,0.1778872013092041,
deliverytime,4,485,TabPFN,-0.0018556651,0.0004573702753987,1.8932688236236572,0.0036046946775963
deliverytime,4,785,CheapBetterLGBMClassifier,0.04114649,0.0011101911541945,4.133914470672607,0.0058623934607155
deliverytime,4,785,XT,0.0322293,-0.0052149506211078,1.5229334831237793,
deliverytime,4,785,RF,0.023566877,-0.0068098833882698,1.9485077857971191,
deliverytime,4,785,tabICL,0.044203818,0.0016050726408138,2.3178553581237793,0.0091716190369499
deliverytime,4,785,PartitionWise,0.013630575,-0.0036166006717578,0.1940400600433349,-0.0256755894329554
deliverytime,4,785,TabPFN,0.041401275,0.001366016222164,2.234084367752075,0.0075761993916404
deliverytime,4,1271,CheapBetterLGBMClassifier,0.006064524,-0.0003469721150438,4.288233518600464,-0.0016029152382448
deliverytime,4,1271,XT,0.004559831,-0.0108032964440262,1.5166687965393066,
deliverytime,4,1271,RF,-0.007940714,-0.0090028730655759,1.9701042175292969,-0.047036833021601
deliverytime,4,1271,tabICL,-0.008732428,-0.0001595899520907,2.0483477115631104,-0.0007584217069231
deliverytime,4,1271,PartitionWise,-0.004319907,-0.0012799976892122,0.1882953643798828,-0.0068848872622612
deliverytime,4,1271,TabPFN,0.004637955,0.0001332342653768,1.876620531082153,0.000886934709779
deliverytime,4,2056,CheapBetterLGBMClassifier,0.03764037,0.0015528332491636,4.403114318847656,0.0077975387175409
deliverytime,4,2056,XT,0.028837195,-0.0059847445288209,1.9657766819000244,
deliverytime,4,2056,RF,0.025629412,-0.0031453003993395,2.547740936279297,
deliverytime,4,2056,tabICL,0.03852928,0.0013502240180969,2.393402099609375,0.0069000929616394
deliverytime,4,2056,PartitionWise,0.013028597,-0.0001114520864305,0.8405795097351074,-0.0006038242165542
deliverytime,4,2056,TabPFN,0.043100417,0.0014010161394253,2.192476987838745,0.0072495967172088
deliverytime,4,3326,CheapBetterLGBMClassifier,0.042149417,0.0022985506459878,4.360417127609253,0.01148930135377
deliverytime,4,3326,XT,0.034544285,-0.0055409137822548,1.7754132747650146,
deliverytime,4,3326,RF,0.03725128,-0.0024836674682717,3.333199977874756,
deliverytime,4,3326,tabICL,0.04257319,0.0020828798878937,2.827798843383789,0.0109609973016761
deliverytime,4,3326,PartitionWise,0.017556941,0.0004759068947383,0.2465929985046386,0.0024561425648072
deliverytime,4,3326,TabPFN,0.0458811,0.002745232079178,2.543696641921997,0.0148126554075264
deliverytime,4,5382,CheapBetterLGBMClassifier,0.042104594,0.0022908429936099,4.552765130996704,0.0125059750123127
deliverytime,4,5382,XT,0.01523746,-0.0055913151110301,2.114429473876953,
deliverytime,4,5382,RF,0.029618537,-0.0028286924925537,3.9036593437194824,
deliverytime,4,5382,tabICL,0.039915193,0.0017416283953934,3.737600326538086,0.0100496671779841
deliverytime,4,5382,PartitionWise,0.009736138,0.0002774896924352,0.1849546432495117,0.001424274817882
deliverytime,4,5382,TabPFN,0.04363053,0.0024020671844482,3.122576951980591,0.013227900086233
deliverytime,4,8708,CheapBetterLGBMClassifier,0.040491365,0.0023599437846178,5.3192949295043945,0.0133023474757508
deliverytime,4,8708,XT,0.02442456,-0.0053737218883109,2.9885544776916504,
deliverytime,4,8708,RF,0.029926617,-0.0027815926092288,4.401201486587524,
deliverytime,4,8708,tabICL,0.03729803,0.0018655136227607,5.247791528701782,0.0112021912798241
deliverytime,4,8708,PartitionWise,0.00939201,2.7250334452175175e-05,0.1977262496948242,0.0001979411434442
deliverytime,4,8708,TabPFN,0.045244955,0.0025855838321149,4.2200517654418945,0.0148269643053368
deliverytime,4,14090,CheapBetterLGBMClassifier,0.04863023,0.0033537540401771,6.118865489959717,0.0184225664946905
deliverytime,4,14090,XT,0.029630944,-0.0039002324072969,3.711523294448853,
deliverytime,4,14090,RF,0.035706174,-0.0013175323047813,5.830655097961426,
deliverytime,4,14090,tabICL,0.040170334,0.0025996579788625,8.237659692764282,0.0153045931746677
deliverytime,4,14090,PartitionWise,0.0096380245,7.026499539726227e-05,0.6253292560577393,0.000421473428333
deliverytime,4,14090,TabPFN,0.046472676,0.0033583610784262,7.3544652462005615,0.0186710992743686
deliverytime,4,22797,CheapBetterLGBMClassifier,0.050887994,0.0038923628343065,8.065926790237427,0.0213450834007054
deliverytime,4,22797,XT,0.03331148,-0.0019582605652881,4.596058130264282,
deliverytime,4,22797,RF,0.04234735,-8.073167837891748e-05,8.452327013015747,
deliverytime,4,22797,tabICL,0.041650243,0.0026027574203908,14.070375680923462,0.0155211479076427
deliverytime,4,22797,PartitionWise,0.010812782,9.900286512798116e-05,0.7314190864562988,0.000559791177352
deliverytime,4,22797,TabPFN,0.04952824,0.0036681175697594,12.98167085647583,0.0205842465766949
deliverytime,5,300,CheapBetterLGBMClassifier,0.029333333,0.0001822974029246,3.0083231925964355,-0.0056215040636184
deliverytime,5,300,XT,0.047,-0.005407256283994,1.620535373687744,-0.0099389896927978
deliverytime,5,300,RF,0.01833333,-0.0079336266543644,2.162783622741699,-0.0248478147546719
deliverytime,5,300,tabICL,0.054,0.0025324490852653,8.036616563796997,0.0062744258699817
deliverytime,5,300,PartitionWise,0.004666661,-0.0079236852456784,0.2442607879638672,
deliverytime,5,300,TabPFN,0.05066668,0.0014222149038687,11.346292734146118,0.0054106085358066
deliverytime,5,485,CheapBetterLGBMClassifier,0.024123732,-0.0004187919283793,3.071744680404663,-0.0070898855657427
deliverytime,5,485,XT,0.0008247517,-0.0103929452496801,1.5370006561279297,
deliverytime,5,485,RF,0.0010309389,-0.0090178707937809,1.9494271278381348,
deliverytime,5,485,tabICL,0.029484559,-5.728006362915039e-05,4.6424336433410645,-0.0036616820789304
deliverytime,5,485,PartitionWise,-0.009278343,-0.0034749754137892,0.1212010383605957,
deliverytime,5,485,TabPFN,0.028247446,-0.0002465285360813,3.491637945175171,-0.0084810186124769
deliverytime,5,785,CheapBetterLGBMClassifier,0.0110828,-0.0007721491252208,2.545811176300049,-0.0029841238592474
deliverytime,5,785,XT,0.010955419,-0.0079258070462642,1.7347404956817627,
deliverytime,5,785,RF,0.014777074,-0.003175559346335,2.308441162109375,
deliverytime,5,785,tabICL,0.025859881,0.0003287300351075,5.104687213897705,0.0018132174022969
deliverytime,5,785,PartitionWise,-0.003949047,-0.0026297719199726,0.1955783367156982,-0.0157824832484081
deliverytime,5,785,TabPFN,0.029171979,0.0002123877347912,3.116162061691284,0.0009454691417988
deliverytime,5,1271,CheapBetterLGBMClassifier,0.018654319,-7.975483651778692e-06,2.990513563156128,0.0003344096901648
deliverytime,5,1271,XT,0.011014979,-0.0088524751477907,1.9817633628845217,
deliverytime,5,1271,RF,0.0070662373,-0.0061476316159772,2.490364789962769,
deliverytime,5,1271,tabICL,0.0068365103,0.0004044219967909,9.288636922836304,0.0028531155679963
deliverytime,5,1271,PartitionWise,-0.008439707,-0.0013964634620197,0.2540018558502197,-0.009018905848654
deliverytime,5,1271,TabPFN,0.006837745,0.0002136111288564,4.343110799789429,0.0012047848795197
deliverytime,5,2056,CheapBetterLGBMClassifier,0.032391757,0.0008753473031247,3.0989203453063965,0.0059839913744971
deliverytime,5,2056,XT,0.027147975,-0.0064110304727595,2.036362409591675,
deliverytime,5,2056,RF,0.031368323,-0.0056319132618628,2.6573667526245117,
deliverytime,5,2056,tabICL,0.025092253,0.0009637251496315,7.691865682601929,0.0077005690341581
deliverytime,5,2056,PartitionWise,-0.0037982143,-0.0006043084406273,0.2072389125823974,-0.0035667904315903
deliverytime,5,2056,TabPFN,0.03297239,0.0010677054524421,6.237213373184204,0.0084101027255644
deliverytime,5,3326,CheapBetterLGBMClassifier,0.04143042,0.0023220374520336,3.2318756580352783,0.0127166351790687
deliverytime,5,3326,XT,0.019840278,-0.0053026258340157,2.216069459915161,
deliverytime,5,3326,RF,0.017199937,-0.0027944777209904,2.935781240463257,
deliverytime,5,3326,tabICL,0.047683444,0.0023135468363761,9.108383178710938,0.0143643101006332
deliverytime,5,3326,PartitionWise,-0.0020469285,-0.0003559042314016,0.204761266708374,-0.0018274109268658
deliverytime,5,3326,TabPFN,0.04233223,0.0027407766319811,5.521862506866455,0.015499736860353
deliverytime,5,5382,CheapBetterLGBMClassifier,0.0356021,0.0020318910923518,3.9496185779571538,0.0116495769873847
deliverytime,5,5382,XT,0.026982859,-0.0028773128129299,2.378631353378296,
deliverytime,5,5382,RF,0.027074382,-0.0014296657219583,3.471250057220459,
deliverytime,5,5382,tabICL,0.03634767,0.0024779899977147,13.56641697883606,0.0149257567428939
deliverytime,5,5382,PartitionWise,0.002416596,-0.000273750487307,0.409160852432251,-0.0014153410989586
deliverytime,5,5382,TabPFN,0.04333334,0.0028236298821866,14.087765216827393,0.0165336516403549
deliverytime,5,8708,CheapBetterLGBMClassifier,0.038057294,0.0025772868901367,6.116582870483398,0.0139744402583125
deliverytime,5,8708,XT,0.025230188,-0.0034216015875934,2.8399546146392822,
deliverytime,5,8708,RF,0.024759272,-0.0015624106448565,4.352091312408447,
deliverytime,5,8708,tabICL,0.037689157,0.0024315700866281,22.55650520324707,0.0137053063529595
deliverytime,5,8708,PartitionWise,-0.0006665136,-0.0001799194100484,0.4348039627075195,-0.000934225080066
deliverytime,5,8708,TabPFN,0.043316033,0.0031748085748404,15.931299924850464,0.0172509720939263
deliverytime,5,14090,CheapBetterLGBMClassifier,0.045365505,0.0030456012737647,5.999742269515991,0.0181059685072886
deliverytime,5,14090,XT,0.029460613,-0.0021163044343087,3.4933066368103027,
deliverytime,5,14090,RF,0.034002844,-0.000579660636501,6.325169324874878,
deliverytime,5,14090,tabICL,0.042285316,0.0027760923840105,40.375890493392944,0.0158284558489157
deliverytime,5,14090,PartitionWise,-0.0031085978,-0.0001327692073711,0.6129715442657471,-0.0007269427822957
deliverytime,5,14090,TabPFN,0.04388929,0.0029405341483652,34.30423903465271,0.0170742406084372
deliverytime,5,22797,CheapBetterLGBMClassifier,0.048343785,0.0036458693823004,9.847615480422974,0.0211137206152799
deliverytime,5,22797,XT,0.035916843,-0.0009947578309994,4.756444454193115,
deliverytime,5,22797,RF,0.04165884,0.000427701585971,9.745824813842772,
deliverytime,5,22797,tabICL,0.041580137,0.0026255145203322,81.64940071105957,0.0158086746816039
deliverytime,5,22797,PartitionWise,-0.00071518484,-0.000117072545554,1.64939546585083,-0.0006163514096176
deliverytime,5,22797,TabPFN,0.0472297,0.0035481110680848,68.64566397666931,0.0199358850602507
deliverytime,6,300,CheapBetterLGBMClassifier,0.030666675,9.952013306636088e-05,3.086050271987915,0.0026001489047278
deliverytime,6,300,XT,0.025666673,-0.0117900309176268,1.5806269645690918,
deliverytime,6,300,RF,0.015000005,-0.010913253139849,1.9610047340393064,
deliverytime,6,300,tabICL,0.0006666832,-0.0007931388681754,2.1142306327819824,-0.0048866505585719
deliverytime,6,300,PartitionWise,-0.040666662,-0.0075204637664311,0.167799711227417,
deliverytime,6,300,TabPFN,0.03000001,0.0005488693714141,2.0682055950164795,0.0035537039078663
deliverytime,6,485,CheapBetterLGBMClassifier,0.043505166,-0.0003355791786672,2.514631986618042,0.0049540704653398
deliverytime,6,485,XT,0.052577328,-0.0027795217715055,1.5961990356445312,
deliverytime,6,485,RF,0.029896915,-0.0063186053912076,1.996506690979004,
deliverytime,6,485,tabICL,0.022474242,0.0015319071244448,2.1821517944335938,0.0121591419768193
deliverytime,6,485,PartitionWise,-0.00432989,-0.0031859076245917,0.1712880134582519,
deliverytime,6,485,TabPFN,0.02865981,0.0018383234273642,2.241142749786377,0.010853785355077
deliverytime,6,785,CheapBetterLGBMClassifier,0.015159237,-8.928114749276183e-05,2.956448554992676,0.000108020099663
deliverytime,6,785,XT,0.009554145,-0.01093368502069,1.5248644351959229,
deliverytime,6,785,RF,-0.007770701,-0.0081511089414261,2.044337749481201,
deliverytime,6,785,tabICL,0.017452236,0.0003173664154019,2.0650572776794434,-9.029865185649078e-05
deliverytime,6,785,PartitionWise,-0.016942682,-0.0020630336759571,0.1867446899414062,-0.0122495660718373
deliverytime,6,785,TabPFN,0.023566883,0.0010022207861766,2.8315205574035645,0.002505662442046
deliverytime,6,1271,CheapBetterLGBMClassifier,0.012996149,0.000358944518731,2.78517484664917,0.001873321605481
deliverytime,6,1271,XT,0.02084762,-0.0066463328692869,1.496293544769287,
deliverytime,6,1271,RF,0.015496376,-0.0052376444847467,1.96763014793396,
deliverytime,6,1271,tabICL,0.015520786,0.0005025342106819,2.509155035018921,0.0036156773200886
deliverytime,6,1271,PartitionWise,0.0015081128,-0.0009960066671192,0.2207114696502685,-0.0084606811718236
deliverytime,6,1271,TabPFN,0.016144529,0.0006922557950019,1.9320271015167236,0.0046452700725453
deliverytime,6,2056,CheapBetterLGBMClassifier,0.036781944,0.0021151622836117,3.2286665439605713,0.0105494233814633
deliverytime,6,2056,XT,0.023880547,-0.0052058535195447,1.897674560546875,
deliverytime,6,2056,RF,0.03102639,-0.0027555549345165,3.1589529514312744,
deliverytime,6,2056,tabICL,0.038919996,0.0025432289112359,2.7444236278533936,0.0127358407055551
deliverytime,6,2056,PartitionWise,-0.006522103,-0.0006655815170252,0.7611303329467773,-0.0037792405079668
deliverytime,6,2056,TabPFN,0.044075318,0.0028224810957908,1.9350218772888184,0.0140610188519174
deliverytime,6,3326,CheapBetterLGBMClassifier,0.026942858,0.0011753662226671,3.6663331985473633,0.0070185730022555
deliverytime,6,3326,XT,0.01608454,-0.0049237776099763,2.414070844650269,
deliverytime,6,3326,RF,0.019241532,-0.0036851208730389,3.396260976791382,
deliverytime,6,3326,tabICL,0.032952122,0.0011196106206625,3.28072452545166,0.007578799082719
deliverytime,6,3326,PartitionWise,0.013108546,-0.0003356845917361,0.6927697658538818,-0.0023438880991992
deliverytime,6,3326,TabPFN,0.03433513,0.001428872346878,2.2300472259521484,0.0096887349624263
deliverytime,6,5382,CheapBetterLGBMClassifier,0.03838565,0.0018757120170277,4.373082160949707,0.0108682875507895
deliverytime,6,5382,XT,0.028614324,-0.0039348435812357,2.33170485496521,
deliverytime,6,5382,RF,0.03125138,-0.0022913500817303,3.7265784740448,
deliverytime,6,5382,tabICL,0.043478385,0.0019313662778586,3.934971809387207,0.0113185939765563
deliverytime,6,5382,PartitionWise,-0.0015596405,-0.0002258834352162,0.3319628238677978,-0.0012804201963839
deliverytime,6,5382,TabPFN,0.04433371,0.0021598890889436,4.3804240226745605,0.0131947693801513
deliverytime,6,8708,CheapBetterLGBMClassifier,0.0384005,0.0024390781119026,5.6661622524261475,0.0141001369023393
deliverytime,6,8708,XT,0.0249531,-0.0038218166625424,2.7647454738616943,
deliverytime,6,8708,RF,0.03209739,-0.0017511108578496,4.606789588928223,
deliverytime,6,8708,tabICL,0.040101178,0.0020672618411481,5.427264928817749,0.0129975578900192
deliverytime,6,8708,PartitionWise,0.005488323,0.0001438525409631,0.2353022098541259,0.0007260303250608
deliverytime,6,8708,TabPFN,0.04180076,0.0025553584564477,4.127058506011963,0.0153383157368515
deliverytime,6,14090,CheapBetterLGBMClassifier,0.04731015,0.0033085066529872,6.458597660064697,0.019452260380379
deliverytime,6,14090,XT,0.035479065,-0.0009866274848823,3.655448913574219,
deliverytime,6,14090,RF,0.03841732,0.0001912330939363,5.429121732711792,
deliverytime,6,14090,tabICL,0.04261179,0.0025895431172102,8.323359251022339,0.0156410589594217
deliverytime,6,14090,PartitionWise,0.004485459,3.0932922487653116e-06,1.0247821807861328,1.5439409132489422e-05
deliverytime,6,14090,TabPFN,0.0495103,0.003387328935787,7.121638536453247,0.0201401307958933
deliverytime,6,22797,CheapBetterLGBMClassifier,0.046870276,0.0034665736483516,8.34506607055664,0.0210357098753008
deliverytime,6,22797,XT,0.037044145,-0.0006557506622562,4.67258358001709,
deliverytime,6,22797,RF,0.039812,1.288216489160332e-05,8.962813138961792,
deliverytime,6,22797,tabICL,0.03977257,0.0024950697552412,15.149386167526243,0.0150982016298581
deliverytime,6,22797,PartitionWise,0.0044346726,-5.747534960340306e-06,0.7228803634643555,-3.442325601011875e-05
deliverytime,6,22797,TabPFN,0.045080442,0.0032703250180929,12.96894359588623,0.019151222107153
deliverytime,7,300,CheapBetterLGBMClassifier,0.03466668,-0.0001440908819739,1.4440979957580566,-0.0007909717459235
deliverytime,7,300,XT,0.010000012,-0.0138589188975448,3.3230791091918945,
deliverytime,7,300,RF,0.032666676,-0.0079352151938411,4.261279106140137,
deliverytime,7,300,tabICL,0.03200002,0.0002328857808606,2.859287977218628,-0.0009690765721819
deliverytime,7,300,PartitionWise,0.021333346,-0.0024090763659422,0.1616849899291992,
deliverytime,7,300,TabPFN,0.02600002,-0.0005095154047012,3.6964054107666016,-0.0067693297250292
deliverytime,7,485,CheapBetterLGBMClassifier,-0.0063917534,-0.0021096703375361,1.8163490295410156,-0.0085300984291838
deliverytime,7,485,XT,-0.00061855314,-0.0174928807564672,3.2070224285125732,
deliverytime,7,485,RF,-0.0125773195,-0.0151496505159173,4.269971132278442,
deliverytime,7,485,tabICL,-0.0068041114,-0.0010765716433525,2.8853931427001953,-0.006662352308186
deliverytime,7,485,PartitionWise,-0.0018556658,-0.0049618434101148,0.1211514472961425,
deliverytime,7,485,TabPFN,0.024948455,0.00012434720702,2.8123879432678223,0.0007103071366229
deliverytime,7,785,CheapBetterLGBMClassifier,-0.0003821628,-0.0004937687274059,1.836719036102295,-0.0024859482712504
deliverytime,7,785,XT,-0.0015286577,-0.0103606066010998,3.5622949600219727,
deliverytime,7,785,RF,-0.0008917168,-0.0103532888374764,4.727127552032471,
deliverytime,7,785,tabICL,0.00012740419,-0.0002638861478772,3.4923758506774902,-0.0018557518986281
deliverytime,7,785,PartitionWise,-0.001146495,-0.0013480757588003,0.131176471710205,-0.0087310520494676
deliverytime,7,785,TabPFN,-0.0001273783,0.0003719955566339,2.852439641952514,0.0018163531753006
deliverytime,7,1271,CheapBetterLGBMClassifier,0.022422124,0.0001619387639013,1.9923651218414309,0.0022161549320084
deliverytime,7,1271,XT,0.019663429,-0.0057783389107266,3.603684663772583,
deliverytime,7,1271,RF,0.011161655,-0.0046012999866706,3.2578840255737305,
deliverytime,7,1271,tabICL,0.016779391,0.0001309998333454,3.728618860244751,0.0012287938323214
deliverytime,7,1271,PartitionWise,0.012027183,-0.000936879355312,0.1364340782165527,-0.0064414345543375
deliverytime,7,1271,TabPFN,0.013314823,-0.0001689888595137,2.9822793006896973,-0.0001696950468823
deliverytime,7,2056,CheapBetterLGBMClassifier,0.037936833,0.0018342307789767,2.247009515762329,0.0094243464395753
deliverytime,7,2056,XT,0.022948176,-0.0061137191457793,2.7202155590057373,
deliverytime,7,2056,RF,0.024363857,-0.0036955679398642,2.76910662651062,
deliverytime,7,2056,tabICL,0.042410653,0.002047449350357,4.6531689167022705,0.0117452881060377
deliverytime,7,2056,PartitionWise,0.00048520035,-0.0006180065497945,0.1429717540740966,-0.0035859587970418
deliverytime,7,2056,TabPFN,0.051168125,0.0027939467690885,3.535597801208496,0.0150125047884718
deliverytime,7,3326,CheapBetterLGBMClassifier,0.025676081,0.0006424523612876,2.6619584560394287,0.004102826646189
deliverytime,7,3326,XT,0.01227235,-0.009264239741449,2.211174964904785,
deliverytime,7,3326,RF,0.011913207,-0.0065436561001636,3.094839572906494,
deliverytime,7,3326,tabICL,0.02856348,0.0009607970714569,6.421274185180664,0.0062175514696034
deliverytime,7,3326,PartitionWise,0.005412895,-0.0003552934897542,0.155963659286499,-0.0019793188031778
deliverytime,7,3326,TabPFN,0.029886067,0.0011673525441437,5.055624008178711,0.0076587142942342
deliverytime,7,5382,CheapBetterLGBMClassifier,0.048792563,0.002727677541291,3.448822021484375,0.0164026719270635
deliverytime,7,5382,XT,0.028668856,-0.0034774850175253,2.518383502960205,
deliverytime,7,5382,RF,0.037865322,-0.001301214998192,3.6257824897766113,
deliverytime,7,5382,tabICL,0.03634546,0.0019740418065339,9.827088594436646,0.0121758735936439
deliverytime,7,5382,PartitionWise,0.003007704,-0.0001887642976679,0.1641042232513427,-0.001162502074305
deliverytime,7,5382,TabPFN,0.040581517,0.0022485896479338,8.559900760650635,0.0137608564656532
deliverytime,7,8708,CheapBetterLGBMClassifier,0.04079137,0.0020273805913277,4.211029767990112,0.0124955307240594
deliverytime,7,8708,XT,0.028986165,-0.0037110381558881,3.106243371963501,
deliverytime,7,8708,RF,0.03099523,-0.0023093486593656,4.614525318145752,
deliverytime,7,8708,tabICL,0.03957344,0.0017787485849112,17.108399629592896,0.0112518478377437
deliverytime,7,8708,PartitionWise,0.0070506297,-3.931249488295374e-05,0.1855690479278564,-0.0002424874897937
deliverytime,7,8708,TabPFN,0.041319404,0.0020878792274743,15.531940698623655,0.013271104191122
deliverytime,7,14090,CheapBetterLGBMClassifier,0.0430802,0.0031350703506643,5.68839693069458,0.017659935559951
deliverytime,7,14090,XT,0.027622428,-0.0027897519935289,3.7405238151550297,
deliverytime,7,14090,RF,0.035791345,-0.0012454636881902,6.515488862991333,
deliverytime,7,14090,tabICL,0.04109298,0.0024744539987295,33.617473125457764,0.0143384532673283
deliverytime,7,14090,PartitionWise,0.0033782814,-9.221133098033518e-05,0.5429461002349854,-0.00050314997168
deliverytime,7,14090,TabPFN,0.04089426,0.0028859288431704,32.01758646965027,0.0167503850204868
deliverytime,7,22797,CheapBetterLGBMClassifier,0.047019403,0.0033507102646609,7.748958110809326,0.0197758333831144
deliverytime,7,22797,XT,0.03382915,-0.0012902636257991,5.144120216369629,
deliverytime,7,22797,RF,0.040645543,-0.0002138334298882,10.185301065444946,
deliverytime,7,22797,tabICL,0.041799314,0.0026633560191839,72.89214015007019,0.0157865054400839
deliverytime,7,22797,PartitionWise,0.004855754,-2.21546565637748e-05,0.603290319442749,-0.0001248259808551
deliverytime,7,22797,TabPFN,0.045071747,0.0031300573609769,71.24161767959595,0.0183660752566732
deliverytime,8,300,CheapBetterLGBMClassifier,0.0060000075,-0.0011207689913844,1.53068208694458,-0.0058761292656971
deliverytime,8,300,XT,0.030000007,-0.0045539924550453,3.226078987121582,
deliverytime,8,300,RF,0.018000005,-0.0047659924550453,4.273273468017578,
deliverytime,8,300,tabICL,-0.009333317,-0.0007234789663925,2.992170572280884,-0.0048269835940565
deliverytime,8,300,PartitionWise,-0.025999999,-0.005661395499255,0.1646642684936523,
deliverytime,8,300,TabPFN,0.0046666837,0.0002437107323203,3.503140687942505,0.002450424648169
deliverytime,8,485,CheapBetterLGBMClassifier,-0.0043298937,-0.0021185466064564,1.9501395225524905,-0.0121675208984962
deliverytime,8,485,XT,-0.017731953,-0.0159122148875627,3.2020089626312256,
deliverytime,8,485,RF,-0.01896907,-0.0125914817833245,4.241377115249634,
deliverytime,8,485,tabICL,-0.003917507,-0.0014349594712257,3.2822372913360596,-0.0102850917711165
deliverytime,8,485,PartitionWise,0.028659796,-0.0021266949025187,0.1324257850646972,
deliverytime,8,485,TabPFN,-0.00020616836,-0.0019195631612092,2.9119455814361572,-0.0155773583784011
deliverytime,8,785,CheapBetterLGBMClassifier,0.053885352,0.0018284548323291,2.033169746398926,0.0137425547626722
deliverytime,8,785,XT,0.0366879,-0.0046069266942605,3.4879255294799805,
deliverytime,8,785,RF,0.033630572,-0.0036606705017623,4.597122669219971,
deliverytime,8,785,tabICL,0.07095542,0.0047961445525288,3.677053451538086,0.0229417177772365
deliverytime,8,785,PartitionWise,0.007261145,-0.0008056083620608,0.1345736980438232,-0.0083684760497753
deliverytime,8,785,TabPFN,0.07146497,0.0055010812357068,2.892073154449463,0.0266183706855617
deliverytime,8,1271,CheapBetterLGBMClassifier,0.030782152,0.0010076136090663,2.1415164470672607,0.0053059230594626
deliverytime,8,1271,XT,0.010785553,-0.0096182652456494,3.4266295433044434,
deliverytime,8,1271,RF,0.011643663,-0.0059097322142391,3.431037664413452,
deliverytime,8,1271,tabICL,0.023695542,0.0009004086023196,3.9013943672180176,0.0053938083873165
deliverytime,8,1271,PartitionWise,0.007019917,-0.001408096267845,0.1414799690246582,-0.0078474219866199
deliverytime,8,1271,TabPFN,0.013615566,0.0006342023843899,2.9363667964935303,0.0038287751899135
deliverytime,8,2056,CheapBetterLGBMClassifier,0.01848983,0.0006346567817759,2.477273941040039,0.0032925138395974
deliverytime,8,2056,XT,0.009580117,-0.0084928346133327,2.5895071029663086,
deliverytime,8,2056,RF,0.019271728,-0.0048472170887852,2.84062123298645,
deliverytime,8,2056,tabICL,0.023064518,0.0006929382798261,4.836360692977905,0.0036844460514803
deliverytime,8,2056,PartitionWise,0.011281734,-0.0004938205569435,0.1476876735687255,-0.0029096459587344
deliverytime,8,2056,TabPFN,0.026374463,0.0008090510964393,3.56060791015625,0.004535439446332
deliverytime,8,3326,CheapBetterLGBMClassifier,0.035902638,0.001866401974497,2.998871088027954,0.0110006777790238
deliverytime,8,3326,XT,0.027874326,-0.0062137784929522,2.2490146160125732,
deliverytime,8,3326,RF,0.025407752,-0.0042809090119424,3.081362724304199,
deliverytime,8,3326,tabICL,0.041673284,0.0019475281005725,6.59040093421936,0.0122221722472319
deliverytime,8,3326,PartitionWise,-0.0049922136,-0.0005676197719374,0.1572179794311523,-0.0030259931403029
deliverytime,8,3326,TabPFN,0.042337015,0.002422182355076,5.097182035446167,0.0146890475619444
deliverytime,8,5382,CheapBetterLGBMClassifier,0.04161998,0.0027062712285882,3.66346287727356,0.0157651973226441
deliverytime,8,5382,XT,0.030784437,-0.0032523455292571,2.575651168823242,
deliverytime,8,5382,RF,0.033293575,-0.0016169839817946,3.797053337097168,
deliverytime,8,5382,tabICL,0.043512035,0.0024915249086916,10.064075469970703,0.0149677434027193
deliverytime,8,5382,PartitionWise,-0.001519843,-0.0003346817491207,0.1686887741088867,-0.0018509713664982
deliverytime,8,5382,TabPFN,0.049646005,0.0031232342589646,8.970438241958618,0.0185992875158785
deliverytime,8,8708,CheapBetterLGBMClassifier,0.046876833,0.0031008033297371,4.5132834911346436,0.0174737352977846
deliverytime,8,8708,XT,0.037574664,-0.0026944999320702,2.988529682159424,
deliverytime,8,8708,RF,0.0425933,-0.0004879839823852,4.9471869468688965,
deliverytime,8,8708,tabICL,0.043316048,0.0025497139431536,17.464318990707397,0.0156416558046301
deliverytime,8,8708,PartitionWise,0.0053520473,-0.0001032055314282,0.2131459712982177,-0.0005394420576098
deliverytime,8,8708,TabPFN,0.046209168,0.0028225569985806,15.43162226676941,0.0167819224615057
deliverytime,8,14090,CheapBetterLGBMClassifier,0.04982257,0.0035107907691213,6.06310248374939,0.0203816112694845
deliverytime,8,14090,XT,0.03288148,-0.0027585425012674,3.8451168537139897,
deliverytime,8,14090,RF,0.039921932,-0.0013005833497809,6.7315709590911865,
deliverytime,8,14090,tabICL,0.045039035,0.002742062555626,34.19694495201111,0.0163740646728773
deliverytime,8,14090,PartitionWise,0.004017026,-1.634793114651256e-05,0.5500710010528564,-6.14147951202071e-05
deliverytime,8,14090,TabPFN,0.048516683,0.0035000876523554,31.996591806411743,0.0204786550888319
deliverytime,8,22797,CheapBetterLGBMClassifier,0.049923066,0.0036952779407965,8.453840255737305,0.0210925576034628
deliverytime,8,22797,XT,0.036166973,-0.0015539347439604,5.297215938568115,
deliverytime,8,22797,RF,0.041812323,-0.0003597539895287,10.542198419570925,
deliverytime,8,22797,tabICL,0.044615228,0.0027455494273453,74.62975239753723,0.016233194627162
deliverytime,8,22797,PartitionWise,0.007759791,3.403097478514028e-05,0.6782817840576172,0.0001878486196666
deliverytime,8,22797,TabPFN,0.047852483,0.0033877328969538,71.21199369430542,0.0194643981832228
deliverytime,9,300,CheapBetterLGBMClassifier,0.025333341,-0.0027170461179158,2.740873098373413,-0.0090086541532121
deliverytime,9,300,XT,-0.010666661,-0.0177536278017538,1.472409963607788,
deliverytime,9,300,RF,0.0033333383,-0.0163480722461982,1.904198169708252,
deliverytime,9,300,tabICL,-0.0033333201,-0.0011019110679626,2.8638973236083984,-0.0066925499011556
deliverytime,9,300,PartitionWise,-0.017999992,-0.0063244643741806,0.1325495243072509,
deliverytime,9,300,TabPFN,0.045333344,0.0021830634213984,2.084016799926758,0.0123196121881922
deliverytime,9,485,CheapBetterLGBMClassifier,0.023298973,0.0040819778945571,3.012437582015991,0.0148363098750202
deliverytime,9,485,XT,0.045979388,-0.0039049047699143,1.650584697723389,
deliverytime,9,485,RF,0.02804124,-0.0031471957206589,2.2015738487243652,
deliverytime,9,485,tabICL,0.031546406,0.0013317391276359,2.214982271194458,0.0077243833997067
deliverytime,9,485,PartitionWise,0.0055670138,-0.0043295016678435,0.179509162902832,-0.0169133664418354
deliverytime,9,485,TabPFN,0.034433004,0.0030530244112014,1.731003999710083,0.0127850352980908
deliverytime,9,785,CheapBetterLGBMClassifier,0.0044585904,-0.0004505575814615,4.570674180984497,-0.0020235183427552
deliverytime,9,785,XT,0.005477707,-0.0098936342273548,2.0017571449279785,
deliverytime,9,785,RF,-0.001656051,-0.0103174700376874,2.0979344844818115,
deliverytime,9,785,tabICL,-0.010063692,-0.0002720549819059,2.1339900493621826,-0.0017579596953222
deliverytime,9,785,PartitionWise,-0.0008917259,-0.002921718278121,0.1553335189819336,-0.0133812477718006
deliverytime,9,785,TabPFN,-0.0026751556,-0.0004153028130531,1.6615397930145264,-0.0027101736979315
deliverytime,9,1271,CheapBetterLGBMClassifier,0.042087387,0.001834567443389,3.698951244354248,0.0101822953471479
deliverytime,9,1271,XT,0.037450057,-0.0042821959293878,1.5232815742492676,
deliverytime,9,1271,RF,0.030528333,-0.0049754755341431,2.7272040843963623,
deliverytime,9,1271,tabICL,0.045400035,0.0024227290414273,2.218865156173706,0.0144340866385213
deliverytime,9,1271,PartitionWise,-0.024789255,-0.0023910979552381,0.1631388664245605,-0.0149867046322582
deliverytime,9,1271,TabPFN,0.045422267,0.0024686008691787,1.784555196762085,0.0149109983025304
deliverytime,9,2056,CheapBetterLGBMClassifier,0.02247821,0.000309556704924,4.031017303466797,0.0026541911634965
deliverytime,9,2056,XT,0.009051334,-0.0080197249949401,2.1069493293762207,
deliverytime,9,2056,RF,0.020818511,-0.0049240078239387,2.170384407043457,
deliverytime,9,2056,tabICL,0.020817807,0.0004141628742218,2.5391457080841064,0.0020486259218814
deliverytime,9,2056,PartitionWise,0.0051579145,-0.0005201162825986,1.349496841430664,-0.0025924923868986
deliverytime,9,2056,TabPFN,0.024802636,0.0007040426135063,2.6897640228271484,0.00434128282038
deliverytime,9,3326,CheapBetterLGBMClassifier,0.027600983,0.0013192926249395,4.479129076004028,0.0079578230045047
deliverytime,9,3326,XT,0.025347427,-0.0074011666097031,2.0966529846191406,
deliverytime,9,3326,RF,0.023576688,-0.0048003994264798,2.90944242477417,
deliverytime,9,3326,tabICL,0.028801646,0.001388730132021,4.450369596481323,0.0093723944829474
deliverytime,9,3326,PartitionWise,-0.0096824085,-0.000770770518259,1.3936562538146973,-0.0043097793827636
deliverytime,9,3326,TabPFN,0.041129403,0.0015561908949166,3.602896213531494,0.0103077522920142
deliverytime,9,5382,CheapBetterLGBMClassifier,0.030692482,0.0016348946242862,5.177826881408691,0.0098100002606048
deliverytime,9,5382,XT,0.024244154,-0.0055631469316815,2.152538061141968,
deliverytime,9,5382,RF,0.028463915,-0.002569753772858,3.6133317947387695,
deliverytime,9,5382,tabICL,0.033480346,0.0013550252187997,4.104916334152222,0.0089617997564683
deliverytime,9,5382,PartitionWise,-0.013821742,-0.0005508646141918,0.574575662612915,-0.0033051868225977
deliverytime,9,5382,TabPFN,0.04410828,0.0019362226594239,3.1200742721557617,0.0124777227796921
deliverytime,9,8708,CheapBetterLGBMClassifier,0.042949766,0.0030210444002076,5.307562589645386,0.0170540082445169
deliverytime,9,8708,XT,0.030776963,-0.0024946574980621,2.881608247756958,
deliverytime,9,8708,RF,0.03335967,-0.0008762127770875,4.556496620178223,
deliverytime,9,8708,tabICL,0.040100466,0.0024559826124459,7.452301502227783,0.0144204313583531
deliverytime,9,8708,PartitionWise,-0.0017675475,-0.0001725683048258,0.2468893527984619,-0.0009482504132463
deliverytime,9,8708,TabPFN,0.044785716,0.0031046494841575,4.745154142379761,0.0177142913170018
deliverytime,9,14090,CheapBetterLGBMClassifier,0.046259757,0.0035066577036081,6.265998125076294,0.0194427878220107
deliverytime,9,14090,XT,0.029127043,-0.0025947742078949,3.714984893798828,
deliverytime,9,14090,RF,0.0359049,-0.0004602185734812,6.677253007888794,
deliverytime,9,14090,tabICL,0.041305896,0.0024969191290438,8.359678745269775,0.0144271832883148
deliverytime,9,14090,PartitionWise,0.0013058834,-6.302480383273412e-05,0.6939263343811035,-0.000324852786124
deliverytime,9,14090,TabPFN,0.047083043,0.0035015405155718,7.215451717376709,0.0195808631360321
deliverytime,9,22797,CheapBetterLGBMClassifier,0.051423468,0.0039565330615563,8.193356990814209,0.0225982925160964
deliverytime,9,22797,XT,0.035123013,-0.0017681154806897,4.490216255187988,
deliverytime,9,22797,RF,0.039693646,8.895969150568561e-05,8.141416788101196,
deliverytime,9,22797,tabICL,0.043659456,0.0028192952740937,14.547494411468506,0.0166312537859744
deliverytime,9,22797,PartitionWise,0.0043121977,-1.1766757249370707e-05,0.7971229553222656,-5.460516306430296e-05
deliverytime,9,22797,TabPFN,0.049353383,0.0037283569108694,12.812010288238524,0.0212604067992038
CASP1D,0,300,CheapBetterLGBMClassifier,0.032666657,-0.0020346032472626,3.22375750541687,-0.0088662982632795
CASP1D,0,300,XT,0.042999998,-0.0051434347487555,1.5159990787506104,
CASP1D,0,300,RF,0.017333325,-0.0106271014154222,1.9035959243774416,-0.0453662939811323
CASP1D,0,300,tabICL,0.03933332,0.0018255546456202,7.352796792984009,0.0090737596026802
CASP1D,0,300,PartitionWise,0.011333318,-0.0028363217335571,0.2434988021850586,
CASP1D,0,300,TabPFN,0.037333317,0.001238179160282,15.634425163269045,0.0061821713916206
CASP1D,0,486,CheapBetterLGBMClassifier,0.03213549,0.0029279034729731,2.813589572906494,0.0091934851417023
CASP1D,0,486,XT,0.043267407,-0.0020207461266995,1.542421579360962,
CASP1D,0,486,RF,0.036469597,-0.0006231801449804,2.151602268218994,
CASP1D,0,486,tabICL,0.032169156,0.0029826224781572,4.358439207077026,0.0092471525196939
CASP1D,0,486,PartitionWise,0.007927614,-0.0034844218285526,0.1152737140655517,
CASP1D,0,486,TabPFN,0.043214805,0.0016700134146958,2.6551296710968018,0.0073557362084299
CASP1D,0,786,CheapBetterLGBMClassifier,0.023658793,-5.7977119345942184e-05,2.3936808109283447,9.553464342668685e-05
CASP1D,0,786,XT,0.029356608,-0.0026300762479437,1.9255776405334473,
CASP1D,0,786,RF,0.013859553,-0.0044061312346404,2.5388429164886475,
CASP1D,0,786,tabICL,0.023347583,0.0011347054969519,5.839320659637451,0.0040269975813925
CASP1D,0,786,PartitionWise,-0.0040812725,-0.0021836341089434,0.1686489582061767,
CASP1D,0,786,TabPFN,0.021062654,0.0006093248957768,15.587314128875732,0.0008634274157583
CASP1D,0,1272,CheapBetterLGBMClassifier,0.01982091,0.0005820834895834,3.912770986557007,0.0033118180202888
CASP1D,0,1272,XT,0.019181725,-0.0072341560732255,1.8658568859100344,
CASP1D,0,1272,RF,0.015018378,-0.0056014855295925,2.7496531009674072,
CASP1D,0,1272,tabICL,0.009262328,0.0003042362513951,7.7801513671875,0.002604036874954
CASP1D,0,1272,PartitionWise,0.0028290893,-0.0006732708135175,0.1750569343566894,
CASP1D,0,1272,TabPFN,0.0120932665,5.7898459999705665e-06,8.686410903930664,0.0003033184482496
CASP1D,0,2059,CheapBetterLGBMClassifier,0.019957487,7.093004181910473e-05,2.9130687713623047,0.0006823262820159
CASP1D,0,2059,XT,0.032342035,-0.0023874269797794,1.9175195693969729,
CASP1D,0,2059,RF,0.01854712,-0.0032254455635368,2.885958671569824,
CASP1D,0,2059,tabICL,0.014910606,0.0001902602671179,9.809803247451782,0.0032553862227424
CASP1D,0,2059,PartitionWise,0.005290681,-0.0003651719176019,0.3058059215545654,-0.0025121872741355
CASP1D,0,2059,TabPFN,0.016368337,0.0004164762794971,7.186109304428101,0.0015586267603858
CASP1D,0,3332,CheapBetterLGBMClassifier,0.033371247,0.0015498894618094,4.295059680938721,0.0087716529901235
CASP1D,0,3332,XT,0.04792978,0.0022407954251041,2.097991466522217,
CASP1D,0,3332,RF,0.036614988,0.0010217535346379,3.564868927001953,
CASP1D,0,3332,tabICL,0.04489756,0.0043786601163446,8.181171655654907,0.0266407693078275
CASP1D,0,3332,PartitionWise,0.0014418948,-0.0004372024012184,0.2105195522308349,-0.0023483776358913
CASP1D,0,3332,TabPFN,0.04201549,0.0033674328587949,5.114344358444214,0.0207772845675702
CASP1D,0,5393,CheapBetterLGBMClassifier,0.042367104,0.0023740669839042,4.97576642036438,0.0132640820898971
CASP1D,0,5393,XT,0.05746122,0.0033750570868496,2.3565430641174316,
CASP1D,0,5393,RF,0.040848307,0.0022065233352694,5.055474519729614,
CASP1D,0,5393,tabICL,0.055311926,0.0044183298014104,16.70600724220276,0.0291975926432238
CASP1D,0,5393,PartitionWise,0.009994342,0.0001029593330368,4.383605241775513,0.0005893660337206
CASP1D,0,5393,TabPFN,0.050453864,0.0034924149513244,8.48684310913086,0.0199769329104052
CASP1D,0,8728,CheapBetterLGBMClassifier,0.04768632,0.0031656095733368,5.615732431411743,0.0184998823284783
CASP1D,0,8728,XT,0.057848193,0.0054099617384169,2.8035385608673096,
CASP1D,0,8728,RF,0.05126065,0.0045291677671116,7.150452613830566,
CASP1D,0,8728,tabICL,0.05927952,0.0066825835965573,21.636150598526,0.0378742587898608
CASP1D,0,8728,PartitionWise,0.009807532,0.0001889809683848,0.8334863185882568,0.0010291748260784
CASP1D,0,8728,TabPFN,0.047822956,0.0042000575922429,16.10644817352295,0.024995369944417
CASP1D,0,14127,CheapBetterLGBMClassifier,0.054497384,0.0043683428803055,8.597787380218506,0.0241799929991707
CASP1D,0,14127,XT,0.06592995,0.0063084040842518,3.4916675090789795,
CASP1D,0,14127,RF,0.056940418,0.0052559937065429,10.737887144088743,
CASP1D,0,14127,tabICL,0.06823112,0.0076216282323002,38.80891942977905,0.0444929456578489
CASP1D,0,14127,PartitionWise,0.013725346,0.0001088783398303,1.358217716217041,0.0006261438511921
CASP1D,0,14127,TabPFN,0.062256277,0.0062628090381622,40.93693208694458,0.034723190055966
CASP1D,0,22865,CheapBetterLGBMClassifier,0.06289526,0.0060174171027656,15.15389084815979,0.0322774597854085
CASP1D,0,22865,XT,0.073277935,0.0097912054763432,4.711739540100098,
CASP1D,0,22865,RF,0.06741308,0.0081347845756871,18.9452006816864,
CASP1D,0,22865,tabICL,0.07515855,0.0106641305610537,78.73906946182251,0.0546263814088145
CASP1D,0,22865,PartitionWise,0.008392742,0.0001722643514596,0.7460031509399414,0.0009550124947402
CASP1D,0,22865,TabPFN,0.06614914,0.0075472742319107,65.56992483139038,0.0404345452901163
CASP1D,1,300,CheapBetterLGBMClassifier,0.012000013,-0.0017439780286686,1.61645770072937,-0.0122607173164865
CASP1D,1,300,XT,0.024666678,-0.0032018169705161,3.306267738342285,
CASP1D,1,300,RF,0.03066668,-0.0027904095631087,4.32928729057312,
CASP1D,1,300,tabICL,0.026666682,-0.0006878167623654,3.11195707321167,-0.0048860891506381
CASP1D,1,300,PartitionWise,0.0106666805,-0.0032069422031589,0.1699917316436767,
CASP1D,1,300,TabPFN,0.03733335,0.0011822975939139,3.8911869525909424,0.0022269622638516
CASP1D,1,486,CheapBetterLGBMClassifier,0.036229752,0.0009351256440221,1.9021315574645996,0.0043045737809619
CASP1D,1,486,XT,0.034849573,0.0036600797567854,3.2650187015533447,
CASP1D,1,486,RF,0.03444562,0.0010472887709752,4.22386360168457,
CASP1D,1,486,tabICL,0.021018313,0.0031921148765832,3.48077654838562,0.014160980718782
CASP1D,1,486,PartitionWise,0.015228279,-0.0019423144008176,0.1281275749206543,
CASP1D,1,486,TabPFN,0.00085420685,0.0022703714203089,3.111739158630371,0.0102859784538055
CASP1D,1,786,CheapBetterLGBMClassifier,0.014004683,-2.2965275819764043e-05,2.037123441696167,-0.0004876480080773
CASP1D,1,786,XT,0.016814485,-0.0037244264434178,3.5573527812957764,
CASP1D,1,786,RF,0.010090306,-0.005406650098985,3.7237932682037354,
CASP1D,1,786,tabICL,0.037165213,0.0003972224949393,3.924753427505493,0.0100540292817007
CASP1D,1,786,PartitionWise,-0.009920174,-0.0025890216104518,0.1753578186035156,
CASP1D,1,786,TabPFN,0.029789578,-0.0002554185630287,3.4829845428466797,0.0020603907662283
CASP1D,1,1272,CheapBetterLGBMClassifier,0.019505337,5.992892046930709e-05,2.29972505569458,-7.569926499508827e-05
CASP1D,1,1272,XT,0.029075196,-0.0018636904912101,3.4949536323547363,
CASP1D,1,1272,RF,0.024848238,-0.0017730964576212,2.9645800590515137,
CASP1D,1,1272,tabICL,0.033320993,0.0010703846346586,3.9822750091552734,0.0112010359993008
CASP1D,1,1272,PartitionWise,0.012893635,-0.0005937405992967,0.1466767787933349,-0.0038212756009354
CASP1D,1,1272,TabPFN,0.027835125,0.0014751419657841,3.500551462173462,0.0092755675544766
CASP1D,1,2059,CheapBetterLGBMClassifier,0.029093388,0.0006909331608037,2.2892799377441406,0.0052507885413685
CASP1D,1,2059,XT,0.04701758,-7.941650157108903e-06,3.04276967048645,
CASP1D,1,2059,RF,0.038465504,-0.0015982893956774,2.9429197311401367,
CASP1D,1,2059,tabICL,0.04094679,0.0025291293859481,4.868683576583862,0.0197017247321526
CASP1D,1,2059,PartitionWise,0.020442452,-0.0003081003325896,0.1465940475463867,-inf
CASP1D,1,2059,TabPFN,0.04006828,0.0021917119156569,3.7564501762390137,0.0156501049640099
CASP1D,1,3332,CheapBetterLGBMClassifier,0.022751605,0.0009107726554072,2.913914680480957,0.0060056347614948
CASP1D,1,3332,XT,0.028601518,-0.0010768033844351,2.409663677215576,
CASP1D,1,3332,RF,0.028727759,-0.0020184158014498,3.8239188194274902,
CASP1D,1,3332,tabICL,0.035713598,0.0018559709424152,6.660309553146362,0.0165000301541159
CASP1D,1,3332,PartitionWise,0.00023394576,-3.566015683518775e-05,0.1663079261779785,
CASP1D,1,3332,TabPFN,0.023647383,0.0008461981778964,5.324488401412964,0.0073816221894094
CASP1D,1,5393,CheapBetterLGBMClassifier,0.039366283,0.0022743349121734,3.725670337677002,0.0133973641048947
CASP1D,1,5393,XT,0.04948957,0.003790134408166,2.696666955947876,
CASP1D,1,5393,RF,0.04539404,0.003238701434943,5.106790065765381,
CASP1D,1,5393,tabICL,0.052197106,0.004824792034924,10.084879875183104,0.0327107092053907
CASP1D,1,5393,PartitionWise,0.005433434,-4.037130845648274e-05,0.2529127597808838,
CASP1D,1,5393,TabPFN,0.04255501,0.0037531270645558,8.595798254013062,0.0222376485974806
CASP1D,1,8728,CheapBetterLGBMClassifier,0.048350904,0.0037981800603037,5.529378175735474,0.0207128286106014
CASP1D,1,8728,XT,0.058261108,0.0060538560168074,3.0338685512542725,
CASP1D,1,8728,RF,0.055969812,0.0051304565340035,7.565346479415894,
CASP1D,1,8728,tabICL,0.06608602,0.0071314005181193,17.391344785690308,0.0430367910122199
CASP1D,1,8728,PartitionWise,0.0038503483,-1.097850684171897e-05,0.229318618774414,-4.654789999808395e-05
CASP1D,1,8728,TabPFN,0.058090717,0.0057706893421709,14.675185918807983,0.0337608479713721
CASP1D,1,14127,CheapBetterLGBMClassifier,0.05847633,0.0050174657280971,8.486542701721191,0.0275759953588923
CASP1D,1,14127,XT,0.06682967,0.0075344441176854,3.8882453441619873,
CASP1D,1,14127,RF,0.06447229,0.0069893313278274,12.054083347320557,
CASP1D,1,14127,tabICL,0.077249095,0.0091743916273117,33.98057746887207,0.0509174063363268
CASP1D,1,14127,PartitionWise,0.007708037,0.0001072000796807,0.6381325721740723,0.0006769191819672
CASP1D,1,14127,TabPFN,0.06867018,0.0076541034504771,29.9819118976593,0.0425505712189868
CASP1D,1,22865,CheapBetterLGBMClassifier,0.06296523,0.0062165974993911,16.022409439086914,0.0331771742215622
CASP1D,1,22865,XT,0.072753124,0.0100711102606208,5.192153215408325,
CASP1D,1,22865,RF,0.067916036,0.0088473916527632,19.96434545516968,
CASP1D,1,22865,tabICL,0.07906845,0.0111905066296458,74.15042614936829,0.0583102621806854
CASP1D,1,22865,PartitionWise,0.009398648,0.0001133182623173,0.6298923492431641,0.0007041616430522
CASP1D,1,22865,TabPFN,0.06972666,0.0082206083461642,65.98093867301941,0.0439226784480804
CASP1D,2,300,CheapBetterLGBMClassifier,-0.010666657,-0.0011807026250082,2.350452184677124,-0.0067363326740476
CASP1D,2,300,XT,0.06300001,0.0086377031175913,1.4868521690368652,
CASP1D,2,300,RF,0.036333337,0.0021150364509247,1.8812437057495115,
CASP1D,2,300,tabICL,0.04000001,0.0046630948781967,4.145554304122925,0.0242579137124012
CASP1D,2,300,PartitionWise,0.019333337,0.0001349815537716,0.2059440612792968,
CASP1D,2,300,TabPFN,0.030666675,0.0001258954434888,11.36190676689148,0.0038120960034321
CASP1D,2,486,CheapBetterLGBMClassifier,0.0074773906,-0.0015311666499692,2.8905680179595947,-0.0085078095798263
CASP1D,2,486,XT,0.016320225,-0.0052885238118873,1.522263765335083,
CASP1D,2,486,RF,-0.0010393381,-0.0061080008673143,1.9337847232818604,
CASP1D,2,486,tabICL,0.018981708,0.0007395938155241,3.870757341384888,0.0055289263989553
CASP1D,2,486,PartitionWise,-0.022659367,-0.0026621870892615,0.1574323177337646,
CASP1D,2,486,TabPFN,0.010313498,-0.0001024916782625,3.772692203521729,-6.56251643075867e-05
CASP1D,2,786,CheapBetterLGBMClassifier,0.008414097,-0.0001830766622893,3.2692883014678955,-0.0004291399862487
CASP1D,2,786,XT,0.023809567,-0.0046000411637227,1.7309765815734863,
CASP1D,2,786,RF,0.02045151,-0.0046442077184093,2.4415950775146484,
CASP1D,2,786,tabICL,-0.0022704029,0.0008298277971334,5.835015296936035,0.0024659390491565
CASP1D,2,786,PartitionWise,-0.01657018,-0.0016257189453807,0.1245558261871337,
CASP1D,2,786,TabPFN,0.004305427,0.0004808724042959,3.525447368621826,9.250593605836244e-05
CASP1D,2,1272,CheapBetterLGBMClassifier,0.057707578,0.0044193778158997,2.795419931411743,0.0195243718459691
CASP1D,2,1272,XT,0.061781693,0.0034669519125883,1.824099063873291,
CASP1D,2,1272,RF,0.05959148,0.0039507702441204,2.5019102096557617,
CASP1D,2,1272,tabICL,0.06460831,0.0069848536513745,5.910644769668579,0.0373839722856995
CASP1D,2,1272,PartitionWise,0.02797158,0.0003761109844937,0.1504344940185547,
CASP1D,2,1272,TabPFN,0.07104647,0.0061382902786135,4.66167950630188,0.0331162677988526
CASP1D,2,2059,CheapBetterLGBMClassifier,0.03034867,0.0008411234545519,3.2770395278930664,0.0069987654066889
CASP1D,2,2059,XT,0.042249314,-0.0007995489190152,1.8704185485839844,
CASP1D,2,2059,RF,0.04078131,-0.0011240789153144,2.6929914951324463,
CASP1D,2,2059,tabICL,0.0525016,0.0018825456500053,5.600691556930542,0.0211085502379335
CASP1D,2,2059,PartitionWise,0.008489599,-0.0004613990680854,0.1773231029510498,-0.0034263185079338
CASP1D,2,2059,TabPFN,0.0411386,0.0016346231568604,3.2658703327178955,0.0140341405146516
CASP1D,2,3332,CheapBetterLGBMClassifier,0.040091485,0.0022160904748878,3.084924697875977,0.0125343626870057
CASP1D,2,3332,XT,0.046638712,0.0010474157646134,1.9941678047180176,
CASP1D,2,3332,RF,0.049066506,0.001031296586965,3.2131528854370117,
CASP1D,2,3332,tabICL,0.055041946,0.0047704414464533,8.023339986801147,0.030939374221509
CASP1D,2,3332,PartitionWise,0.012302495,0.0002224657654538,0.1491580009460449,0.0013597679540877
CASP1D,2,3332,TabPFN,0.048382036,0.0040030973032116,17.500372171401978,0.0230896093975954
CASP1D,2,5393,CheapBetterLGBMClassifier,0.049380366,0.0035408630359189,5.2318525314331055,0.0188005591322867
CASP1D,2,5393,XT,0.0658084,0.0060604692414148,2.41400146484375,
CASP1D,2,5393,RF,0.05588749,0.0047706831735909,5.082469940185547,
CASP1D,2,5393,tabICL,0.058093518,0.0070423767901957,13.869908332824709,0.0403285896654366
CASP1D,2,5393,PartitionWise,0.012740133,0.0003474224849263,0.4293923377990722,0.0022101931732453
CASP1D,2,5393,TabPFN,0.052309144,0.0051388191059231,10.732173919677734,0.0284826433534859
CASP1D,2,8728,CheapBetterLGBMClassifier,0.04997615,0.0036384930679216,5.474125862121582,0.0198416388157814
CASP1D,2,8728,XT,0.059714843,0.0050737318030922,2.893538475036621,
CASP1D,2,8728,RF,0.054617025,0.0041140870525493,6.658356189727783,
CASP1D,2,8728,tabICL,0.06223569,0.0065375925041735,23.019985914230347,0.0390333387096557
CASP1D,2,8728,PartitionWise,0.0069211125,0.0001674879340523,0.3109173774719238,0.0006986902272631
CASP1D,2,8728,TabPFN,0.056324404,0.0056201666593551,15.792426109313965,0.0313435706337127
CASP1D,2,14127,CheapBetterLGBMClassifier,0.055418365,0.0050873285281495,8.005889654159546,0.0269560784010363
CASP1D,2,14127,XT,0.06879755,0.0085083695491016,3.486748218536377,
CASP1D,2,14127,RF,0.060720317,0.0068021562455632,11.315462827682495,
CASP1D,2,14127,tabICL,0.07283218,0.0094993337988853,39.06040716171265,0.0508793265749605
CASP1D,2,14127,PartitionWise,0.007213846,0.0001385974992256,2.1492109298706055,0.0007935762032191
CASP1D,2,14127,TabPFN,0.0607983,0.0071677966043353,28.701037168502808,0.0381106586386354
CASP1D,2,22865,CheapBetterLGBMClassifier,0.06353379,0.0065452778967078,16.270242929458618,0.0346095768201171
CASP1D,2,22865,XT,0.078394935,0.0097640271281045,4.9510557651519775,
CASP1D,2,22865,RF,0.06981413,0.008175971110524,18.877686262130737,
CASP1D,2,22865,tabICL,0.0802318,0.0106329228729009,78.75028872489929,0.0574167450981926
CASP1D,2,22865,PartitionWise,0.011480426,0.0002269683020575,0.6841480731964111,0.0014794842991681
CASP1D,2,22865,TabPFN,0.068755746,0.0079712867736816,60.56765937805176,0.0424228271561455
CASP1D,3,300,CheapBetterLGBMClassifier,0.02666668,-0.0015059197465427,1.583836793899536,-0.013677934926855
CASP1D,3,300,XT,0.020333346,-0.0049296997697971,3.364863872528076,
CASP1D,3,300,RF,0.009333345,-0.0089160331031304,4.1500513553619385,
CASP1D,3,300,tabICL,0.01200002,-0.0001747936039464,2.989914894104004,-0.0016733833658092
CASP1D,3,300,PartitionWise,-0.035999995,-0.0049420223405731,0.1431059837341308,
CASP1D,3,300,TabPFN,0.01733335,-0.0004294104874134,3.752239227294922,-0.0025850870715969
CASP1D,3,486,CheapBetterLGBMClassifier,0.013658759,-0.0004678677883954,1.9044408798217771,-0.0032631509779233
CASP1D,3,486,XT,0.004521363,-0.009293998363801,3.175842761993408,
CASP1D,3,486,RF,0.0067725717,-0.008861691750434,4.171112298965454,
CASP1D,3,486,tabICL,0.012846643,-9.128302190219983e-05,3.175422191619873,-0.0001181560549193
CASP1D,3,486,PartitionWise,0.020593312,-0.0003873462549149,0.1241641044616699,
CASP1D,3,486,TabPFN,0.018165391,-0.000119394811918,3.046011209487915,-0.0010421681198531
CASP1D,3,786,CheapBetterLGBMClassifier,0.006138838,-0.0002031059100463,1.9743382930755615,-0.0018646080951187
CASP1D,3,786,XT,0.038196407,-0.0019903625737467,3.5152292251586914,
CASP1D,3,786,RF,0.023412082,-0.0044637283365102,3.783269166946411,
CASP1D,3,786,tabICL,0.03943885,0.0021521574817597,3.810593605041504,0.0127680623706413
CASP1D,3,786,PartitionWise,-0.010399101,-0.0033136215793811,0.1349692344665527,
CASP1D,3,786,TabPFN,0.016007427,5.006492210668512e-05,3.175170660018921,0.0009151452954841
CASP1D,3,1272,CheapBetterLGBMClassifier,0.04307982,0.002401842006898,2.271679401397705,0.0129282433669529
CASP1D,3,1272,XT,0.050867688,0.0040896218323645,3.5260534286499023,
CASP1D,3,1272,RF,0.042998612,0.0020106007295337,2.8928308486938477,
CASP1D,3,1272,tabICL,0.050967433,0.004527582321316,3.956000566482544,0.0250600857105146
CASP1D,3,1272,PartitionWise,0.012891146,0.0005657529867569,0.1427855491638183,
CASP1D,3,1272,TabPFN,0.04294458,0.0032644376624375,3.5999646186828613,0.0189614159431349
CASP1D,3,2059,CheapBetterLGBMClassifier,0.005288552,-7.061658765750712e-05,2.3009932041168213,-0.0002433672631901
CASP1D,3,2059,XT,0.021706121,-0.003937635383347,2.756880760192871,
CASP1D,3,2059,RF,0.009315666,-0.0046077428513848,3.136923551559448,
CASP1D,3,2059,tabICL,-0.00024518286,0.0001104637995013,4.839206695556641,0.002045509898487
CASP1D,3,2059,PartitionWise,0.0147235,-0.0002856057329953,0.1546857357025146,
CASP1D,3,2059,TabPFN,0.0016942045,-0.0005466326838359,3.718083381652832,-0.0035869800211753
CASP1D,3,3332,CheapBetterLGBMClassifier,0.03943254,0.0020178419738231,3.1425821781158447,0.0105716950421587
CASP1D,3,3332,XT,0.050779212,0.0041602799390543,2.408177137374878,
CASP1D,3,3332,RF,0.041862987,0.002662174322193,3.766032695770264,
CASP1D,3,3332,tabICL,0.0501742,0.0051922663114964,6.540247678756714,0.026906676785642
CASP1D,3,3332,PartitionWise,0.006300093,-0.0002224541998675,0.2121443748474121,-0.0016331084812091
CASP1D,3,3332,TabPFN,0.04567663,0.0034993023145943,5.328118085861206,0.0169413643047155
CASP1D,3,5393,CheapBetterLGBMClassifier,0.034322716,0.0025427916288523,3.913999557495117,0.0130567162318318
CASP1D,3,5393,XT,0.04845416,0.0036263642453191,2.633769989013672,
CASP1D,3,5393,RF,0.045674276,0.0024173689988368,5.1958167552948,
CASP1D,3,5393,tabICL,0.054423206,0.0051664696075022,10.016290187835692,0.0313656067724464
CASP1D,3,5393,PartitionWise,-0.0006095496,-0.0001654825747673,0.1951620578765869,-0.0011594299590772
CASP1D,3,5393,TabPFN,0.050530404,0.0039380104281008,8.454907894134521,0.0224252021188972
CASP1D,3,8728,CheapBetterLGBMClassifier,0.050046943,0.0037139785133826,5.333204030990601,0.0205768690676958
CASP1D,3,8728,XT,0.05664544,0.0058168270145261,2.9925436973571777,
CASP1D,3,8728,RF,0.051157374,0.0044009549562151,7.847278833389282,
CASP1D,3,8728,tabICL,0.064504735,0.0069668008945882,17.549826622009277,0.0389811425163425
CASP1D,3,8728,PartitionWise,0.0076986304,3.8974008522943415e-05,0.230004072189331,0.0001504466312933
CASP1D,3,8728,TabPFN,0.05941866,0.0050893547013401,14.57718801498413,0.0298575727893985
CASP1D,3,14127,CheapBetterLGBMClassifier,0.057302445,0.0046609176961588,8.029216289520264,0.0250834648496083
CASP1D,3,14127,XT,0.069986925,0.0088070587571838,3.787970542907715,
CASP1D,3,14127,RF,0.06104677,0.006733896846098,12.305341482162476,
CASP1D,3,14127,tabICL,0.073568985,0.0091831553727388,34.038249492645264,0.0485627176929446
CASP1D,3,14127,PartitionWise,0.007298345,-3.264213571368135e-05,0.570969820022583,-0.0001709522637355
CASP1D,3,14127,TabPFN,0.065272436,0.0066995546221733,30.347700595855713,0.0357646825481387
CASP1D,3,22865,CheapBetterLGBMClassifier,0.0617669,0.0062991671778342,16.415019512176514,0.032880323174645
CASP1D,3,22865,XT,0.07426635,0.010633295628735,5.274056911468506,
CASP1D,3,22865,RF,0.069381155,0.008977679339372,20.747976541519165,
CASP1D,3,22865,tabICL,0.08186749,0.0117211807519197,74.15662813186646,0.0592126215247381
CASP1D,3,22865,PartitionWise,0.004176687,6.686135291475437e-05,0.7633044719696045,0.0003855789857315
CASP1D,3,22865,TabPFN,0.07073257,0.0084920544177293,66.45077300071716,0.0443482989815939
CASP1D,4,300,CheapBetterLGBMClassifier,0.003999991,-0.0019294619983628,2.8593921661376953,-0.008911952193131
CASP1D,4,300,XT,0.016000003,-0.0076983620654565,1.524982452392578,
CASP1D,4,300,RF,0.018333334,-0.0076051028061972,1.9813849925994873,
CASP1D,4,300,tabICL,-0.01733333,0.0004461601492948,5.8735949993133545,0.0023726093950047
CASP1D,4,300,PartitionWise,0.003999993,-0.0083126520186428,0.1871170997619629,
CASP1D,4,300,TabPFN,0.007333342,0.0008241906762123,3.962275743484497,0.0017103898706212
CASP1D,4,486,CheapBetterLGBMClassifier,-0.01480749,-0.0011363426720967,3.0193448066711426,-0.0050402647314033
CASP1D,4,486,XT,0.015893122,-0.008560068149597,1.530203104019165,
CASP1D,4,486,RF,0.017942358,-0.0069374929339437,1.9696366786956787,
CASP1D,4,486,tabICL,0.012350106,-0.000300398474792,4.287697076797485,-0.0022069300767185
CASP1D,4,486,PartitionWise,-0.03415106,-0.003216208361391,0.178952932357788,
CASP1D,4,486,TabPFN,0.007018741,-0.0001060321956174,3.4738848209381104,-0.0008069302197697
CASP1D,4,786,CheapBetterLGBMClassifier,0.033870842,0.00086115204745,3.4441518783569336,0.0050108350111732
CASP1D,4,786,XT,0.046825774,-0.0019768132300716,1.734083652496338,
CASP1D,4,786,RF,0.03879707,-0.0029168100946295,2.414390802383423,
CASP1D,4,786,tabICL,0.03946949,-0.000327986490447,4.694153070449829,0.0039907604608715
CASP1D,4,786,PartitionWise,-0.0069015557,-0.0017635761436044,0.1228349208831787,
CASP1D,4,786,TabPFN,0.026741927,0.0002062112034764,7.763231515884399,0.00150185526945
CASP1D,4,1272,CheapBetterLGBMClassifier,0.029729193,0.0009875504090032,2.6514739990234375,0.0049955736815709
CASP1D,4,1272,XT,0.044851627,-0.001339103164834,1.8293399810791016,
CASP1D,4,1272,RF,0.027391385,-0.0026293574663796,2.60962438583374,
CASP1D,4,1272,tabICL,0.033372868,0.0015657484764233,5.247095108032227,0.0121595192050652
CASP1D,4,1272,PartitionWise,0.0031588667,-0.0012631534886533,0.1377553939819336,
CASP1D,4,1272,TabPFN,0.0149384085,0.0003265157283749,3.532916307449341,0.0021345365142541
CASP1D,4,2059,CheapBetterLGBMClassifier,0.032202538,0.001144106906181,2.9257960319519043,0.0071310513899111
CASP1D,4,2059,XT,0.037686795,0.0003047032801914,1.986431360244751,
CASP1D,4,2059,RF,0.03730943,0.0008712352476347,2.8782827854156494,
CASP1D,4,2059,tabICL,0.043861296,0.0037734596990048,7.850106716156006,0.0255257056225449
CASP1D,4,2059,PartitionWise,0.018319512,-0.0003566946100148,0.2233459949493408,
CASP1D,4,2059,TabPFN,0.047359042,0.0030727281700819,4.926086187362671,0.0209130273331315
CASP1D,4,3332,CheapBetterLGBMClassifier,0.030731836,0.0020227695952211,3.074892282485962,0.0094317280738356
CASP1D,4,3332,XT,0.04711716,0.0024111097727409,2.1216115951538086,
CASP1D,4,3332,RF,0.040996484,0.0006837224153685,3.5683608055114746,
CASP1D,4,3332,tabICL,0.05156071,0.0046755028888583,9.068095684051514,0.0247858122461991
CASP1D,4,3332,PartitionWise,0.020164326,0.0007652578643078,0.2174367904663086,0.0032930043651348
CASP1D,4,3332,TabPFN,0.044004038,0.0033030970953404,11.06142544746399,0.0162927523726182
CASP1D,4,5393,CheapBetterLGBMClassifier,0.038918473,0.0021068418629545,4.340102195739746,0.0121296405979077
CASP1D,4,5393,XT,0.044501405,0.0021804198526707,2.296546220779419,
CASP1D,4,5393,RF,0.03838379,0.0018552645470851,4.488615036010742,
CASP1D,4,5393,tabICL,0.045004196,0.0043897749856114,12.778399467468262,0.0293102929297345
CASP1D,4,5393,PartitionWise,0.0028374686,-0.0003145376833038,0.2359368801116943,
CASP1D,4,5393,TabPFN,0.044076174,0.0033987625502049,12.659867763519289,0.0213989147845166
CASP1D,4,8728,CheapBetterLGBMClassifier,0.05636988,0.0043085471675636,5.534773826599121,0.0235137095808226
CASP1D,4,8728,XT,0.06976333,0.007475975134355,3.078359842300415,
CASP1D,4,8728,RF,0.06348528,0.0058882999869403,6.87118673324585,
CASP1D,4,8728,tabICL,0.07369369,0.0089068291708827,21.48959445953369,0.0481853083356204
CASP1D,4,8728,PartitionWise,0.008158179,0.0002140154377341,0.2258684635162353,0.0010494133880701
CASP1D,4,8728,TabPFN,0.062489122,0.0071003795601427,26.197616815567017,0.0377782300694766
CASP1D,4,14127,CheapBetterLGBMClassifier,0.05907195,0.005311902553087,8.396955013275146,0.02867508431836
CASP1D,4,14127,XT,0.07237894,0.0086153967356895,3.513277292251587,
CASP1D,4,14127,RF,0.06376458,0.0067180972191818,10.90000033378601,
CASP1D,4,14127,tabICL,0.07658458,0.0103707835078239,41.79396843910217,0.0542147515111387
CASP1D,4,14127,PartitionWise,0.0098180715,0.0001446674657203,0.8919477462768555,0.0007775051479768
CASP1D,4,14127,TabPFN,0.06692876,0.0074992375448346,31.394434213638306,0.0404155729108274
CASP1D,4,22865,CheapBetterLGBMClassifier,0.06402362,0.0065818490122251,15.99022102355957,0.0349672332300212
CASP1D,4,22865,XT,0.07859611,0.0109247987067073,4.732294797897339,
CASP1D,4,22865,RF,0.07148918,0.0091158300094666,18.81364583969116,
CASP1D,4,22865,tabICL,0.08266347,0.0122458906844258,83.16744351387024,0.0623760569574604
CASP1D,4,22865,PartitionWise,0.011008085,0.0003066568217753,1.901461839675903,0.0016612640507541
CASP1D,4,22865,TabPFN,0.07232453,0.0088302046060562,61.9798903465271,0.046078978824831
CASP1D,5,300,CheapBetterLGBMClassifier,-0.017333338,-0.0045001178455045,1.5123918056488037,-0.025252560887063
CASP1D,5,300,XT,0.010000001,-0.0107411377372035,3.302281379699707,
CASP1D,5,300,RF,0.013999999,-0.0080942488483146,4.399634599685669,
CASP1D,5,300,tabICL,-0.001999997,-0.0008295610314235,3.2935986518859863,-0.0058217840548097
CASP1D,5,300,PartitionWise,-0.038000003,-0.0098571850577224,0.1616060733795166,
CASP1D,5,300,TabPFN,-0.006666659,-0.0012130826944485,4.026710033416748,-0.0080803590174256
CASP1D,5,486,CheapBetterLGBMClassifier,-0.01024616,-0.000409191352629,1.81775164604187,-0.0057298452057491
CASP1D,5,486,XT,-0.00080370234,-0.0068435646149098,3.330049753189087,
CASP1D,5,486,RF,0.0032800368,-0.0064550401742057,4.018040895462036,
CASP1D,5,486,tabICL,0.009896916,0.0040801116265356,3.404670476913452,0.0066300900749467
CASP1D,5,486,PartitionWise,-0.037391126,-0.0053987959079206,0.1309959888458252,
CASP1D,5,486,TabPFN,0.019831697,0.003004437778145,3.232778310775757,0.0038913639358781
CASP1D,5,786,CheapBetterLGBMClassifier,0.013754743,0.0006448196207797,2.1357553005218506,0.0024527791555057
CASP1D,5,786,XT,0.014765787,-0.0035814491771414,3.5383048057556152,
CASP1D,5,786,RF,0.023048459,-0.0035452584705919,3.759012222290039,
CASP1D,5,786,tabICL,0.008891408,-0.0011482179397717,3.8786263465881343,-0.0051109408265289
CASP1D,5,786,PartitionWise,0.02063211,-0.0009168019738937,0.1247210502624511,
CASP1D,5,786,TabPFN,-2.0947307e-05,-0.0013805485796183,3.502147436141968,-0.0067242567664321
CASP1D,5,1272,CheapBetterLGBMClassifier,0.01083156,-0.0006684329281509,2.1887688636779785,-0.0027936882444142
CASP1D,5,1272,XT,0.01532006,-0.0032654203015296,3.5636909008026123,
CASP1D,5,1272,RF,0.01602131,-0.0049464794338439,2.850264072418213,
CASP1D,5,1272,tabICL,0.008487274,-0.0003084935306105,4.029789447784424,0.001228411246403
CASP1D,5,1272,PartitionWise,0.0028210566,-0.001832500251847,0.1480696201324463,
CASP1D,5,1272,TabPFN,0.011321919,-0.0005876094219274,3.243319511413574,-0.001916609953777
CASP1D,5,2059,CheapBetterLGBMClassifier,0.029673774,0.0024957302016946,2.3574585914611816,0.0116505333728474
CASP1D,5,2059,XT,0.046767652,0.0008520369698826,2.570589303970337,
CASP1D,5,2059,RF,0.041287057,0.0008474364480937,3.254838466644287,
CASP1D,5,2059,tabICL,0.048415665,0.0046931221149861,4.895396947860718,0.0269473195097201
CASP1D,5,2059,PartitionWise,0.013937816,-0.0005027019305763,0.1591072082519531,-0.0019358207842862
CASP1D,5,2059,TabPFN,0.03851346,0.0029467090498656,3.776212215423584,0.0166292965433352
CASP1D,5,3332,CheapBetterLGBMClassifier,0.047718573,0.0033132590263494,3.0059986114501953,0.0174529592747711
CASP1D,5,3332,XT,0.050601233,0.0038046244965524,2.3919506072998047,
CASP1D,5,3332,RF,0.04913179,0.0034574644829656,3.830471992492676,
CASP1D,5,3332,tabICL,0.06134195,0.0068900599144399,6.726911783218384,0.0371808583232727
CASP1D,5,3332,PartitionWise,0.022146482,7.819502666289168e-05,0.2053184509277343,0.0006381606037138
CASP1D,5,3332,TabPFN,0.052639626,0.0041793971322476,5.272854328155518,0.0235370809528198
CASP1D,5,5393,CheapBetterLGBMClassifier,0.04062908,0.0025600524784366,3.997950792312622,0.013490430067118
CASP1D,5,5393,XT,0.05455321,0.0020552156711959,2.6415421962738037,
CASP1D,5,5393,RF,0.050752968,0.0015080753337981,5.112685203552246,
CASP1D,5,5393,tabICL,0.055535518,0.0044094040058553,10.03763198852539,0.0296866029583909
CASP1D,5,5393,PartitionWise,0.014334437,0.0001468940886679,0.2149853706359863,0.0008551862049475
CASP1D,5,5393,TabPFN,0.05564739,0.0039595020934939,8.492339849472046,0.0235122233712174
CASP1D,5,8728,CheapBetterLGBMClassifier,0.054377012,0.0051857853381665,5.351291656494141,0.0253244865821802
CASP1D,5,8728,XT,0.069339015,0.0073636526651006,3.028795003890991,
CASP1D,5,8728,RF,0.061617352,0.0058114304808897,7.381908655166626,
CASP1D,5,8728,tabICL,0.07137887,0.0091280173510313,17.349936723709106,0.0478294793870576
CASP1D,5,8728,PartitionWise,0.012075556,0.0002585933926937,0.1974155902862548,0.0010907306294123
CASP1D,5,8728,TabPFN,0.06537494,0.0068711563944816,14.268731832504272,0.0346734051015504
CASP1D,5,14127,CheapBetterLGBMClassifier,0.05322381,0.0044032988759596,7.838286399841309,0.023411075050883
CASP1D,5,14127,XT,0.06945538,0.0086174954687419,3.9032106399536137,
CASP1D,5,14127,RF,0.064288,0.0063898136080036,12.391278505325316,
CASP1D,5,14127,tabICL,0.074431695,0.0101182088255882,34.062822341918945,0.0532854633754895
CASP1D,5,14127,PartitionWise,0.011715275,0.0001944307480048,0.653925895690918,0.0011116939579081
CASP1D,5,14127,TabPFN,0.06262486,0.0067189680412411,29.87657141685486,0.0360686319297956
CASP1D,5,22865,CheapBetterLGBMClassifier,0.059343975,0.0060255731854018,15.139024257659912,0.0316061087411418
CASP1D,5,22865,XT,0.0768817,0.0102312782247857,5.216216087341309,
CASP1D,5,22865,RF,0.070308335,0.0084001366216506,20.48039746284485,
CASP1D,5,22865,tabICL,0.082147405,0.0120249493047595,74.26849246025085,0.0619920456265151
CASP1D,5,22865,PartitionWise,0.009783508,0.0002178565050994,0.675339937210083,0.0012256326339388
CASP1D,5,22865,TabPFN,0.06949925,0.0082656471058726,66.7300009727478,0.0436109983776748
CASP1D,6,300,CheapBetterLGBMClassifier,0.0060000075,-0.0016482649513061,2.8731892108917236,-0.0048782982282948
CASP1D,6,300,XT,0.019666672,-0.0117528491497746,1.5299906730651855,
CASP1D,6,300,RF,0.014000006,-0.0071755898905153,2.036177396774292,
CASP1D,6,300,tabICL,0.014666675,0.0004109643341507,2.398033142089844,0.0065473677881989
CASP1D,6,300,PartitionWise,0.013333337,-0.0023438501362094,0.2196831703186035,
CASP1D,6,300,TabPFN,0.026666677,0.0003280073287896,3.61460542678833,0.0028767051466737
CASP1D,6,486,CheapBetterLGBMClassifier,0.03375552,-0.0005068121258314,3.664371252059937,0.000249641751099
CASP1D,6,486,XT,0.03314538,-0.0058106322819531,1.7321670055389404,
CASP1D,6,486,RF,0.042190194,-0.0041187574426703,1.883128881454468,
CASP1D,6,486,tabICL,0.022322739,-0.000800777983386,2.134918451309204,-0.0012979625045287
CASP1D,6,486,PartitionWise,0.010692184,-0.0017212065031068,0.1657710075378418,
CASP1D,6,486,TabPFN,0.031782024,-0.0006471246597357,1.6299362182617188,-0.0024123845874297
CASP1D,6,786,CheapBetterLGBMClassifier,-0.0012851733,-0.0010224849193904,3.6676764488220215,-0.0047314994601563
CASP1D,6,786,XT,0.0037926354,-0.0075138978983691,1.511554479598999,
CASP1D,6,786,RF,0.011343227,-0.0063977771569714,1.881439447402954,
CASP1D,6,786,tabICL,0.01352416,0.0009940906893461,2.481153726577759,0.0010546286561203
CASP1D,6,786,PartitionWise,-0.013751516,-0.0027358388557645,0.1831226348876953,-inf
CASP1D,6,786,TabPFN,0.011727823,0.001393151236698,1.6706678867340088,0.001751412914009
CASP1D,6,1272,CheapBetterLGBMClassifier,0.028627459,0.0020775651269984,3.7315523624420166,0.011088211902756
CASP1D,6,1272,XT,0.030334422,0.0007182838900988,1.5275986194610596,
CASP1D,6,1272,RF,0.03133859,-9.995442324924607e-05,2.390559434890747,
CASP1D,6,1272,tabICL,0.0361402,0.0044504418037831,2.4974095821380615,0.0212588229098563
CASP1D,6,1272,PartitionWise,0.025642127,-0.0003108801834345,0.2055609226226806,-0.0023601274591046
CASP1D,6,1272,TabPFN,0.040867083,0.003137192223221,1.6494688987731934,0.0166459628262763
CASP1D,6,2059,CheapBetterLGBMClassifier,0.02939125,0.0005939818332207,3.8391716480255127,0.003123312229078
CASP1D,6,2059,XT,0.04298278,-0.0006993085777097,1.8363420963287351,
CASP1D,6,2059,RF,0.030441856,-0.0012215277027947,3.0238068103790283,
CASP1D,6,2059,tabICL,0.038893543,0.0024933621753007,2.5343542098999023,0.0161767609494277
CASP1D,6,2059,PartitionWise,0.019957477,-0.0002876809243176,0.7214009761810303,-0.0030988400551747
CASP1D,6,2059,TabPFN,0.028406456,0.0014890029560774,1.817021369934082,0.0088047809975691
CASP1D,6,3332,CheapBetterLGBMClassifier,0.031450223,0.0025179455059955,4.440281391143799,0.0126798357036367
CASP1D,6,3332,XT,0.042285256,0.0017236928845219,1.817488670349121,
CASP1D,6,3332,RF,0.04621563,0.00222374364993,3.744197845458984,
CASP1D,6,3332,tabICL,0.040869303,0.0039019361138343,3.0287351608276367,0.0250584401433977
CASP1D,6,3332,PartitionWise,0.008225796,-0.0004676037959786,0.4991912841796875,-0.0023342415767382
CASP1D,6,3332,TabPFN,0.03943012,0.0036238327156752,2.447760581970215,0.0199056603258165
CASP1D,6,5393,CheapBetterLGBMClassifier,0.043630898,0.0022794974800235,4.992893934249878,0.0126767610140284
CASP1D,6,5393,XT,0.05390491,0.0036881873855262,2.314922571182251,
CASP1D,6,5393,RF,0.04717073,0.002504935208367,4.316393613815308,
CASP1D,6,5393,tabICL,0.05805648,0.0060765952803194,4.799300193786621,0.0375112094655164
CASP1D,6,5393,PartitionWise,0.013591978,6.746898629305664e-05,0.5822696685791016,-inf
CASP1D,6,5393,TabPFN,0.054792274,0.0043757916428148,3.1081554889678955,0.0259257116093763
CASP1D,6,8728,CheapBetterLGBMClassifier,0.046471186,0.0030919507174842,5.595489978790283,0.0173071250439411
CASP1D,6,8728,XT,0.05600483,0.0050091358045696,2.972137451171875,
CASP1D,6,8728,RF,0.051181175,0.003764518209178,6.179456949234009,
CASP1D,6,8728,tabICL,0.057516344,0.0057337852194905,5.4051127433776855,0.0355469004730573
CASP1D,6,8728,PartitionWise,0.009625251,0.000139752727966,0.2038109302520752,
CASP1D,6,8728,TabPFN,0.055499904,0.0041154371574521,4.14230751991272,0.0253459171871534
CASP1D,6,14127,CheapBetterLGBMClassifier,0.055829674,0.0047211719335117,7.121124982833862,0.0252099985740667
CASP1D,6,14127,XT,0.06652568,0.0078407784176986,3.4615864753723145,
CASP1D,6,14127,RF,0.061966997,0.0064660657483639,9.600139141082764,
CASP1D,6,14127,tabICL,0.06861388,0.0083254296332597,8.375181913375854,0.0476424920712989
CASP1D,6,14127,PartitionWise,0.014631945,0.0002463975835879,0.5958998203277588,0.0013673761216744
CASP1D,6,14127,TabPFN,0.062497564,0.0066531165502965,7.057031869888306,0.0363735425626319
CASP1D,6,22865,CheapBetterLGBMClassifier,0.06339384,0.0066842034253945,12.291835069656372,0.0340088927831336
CASP1D,6,22865,XT,0.07455063,0.011320697689075,4.56805157661438,
CASP1D,6,22865,RF,0.06921496,0.0092108521511214,15.446203470230104,
CASP1D,6,22865,tabICL,0.08031927,0.0117121469229459,14.424717426300049,0.0605871712658016
CASP1D,6,22865,PartitionWise,0.008410232,0.0002231179664144,0.6635715961456299,0.001289990382324
CASP1D,6,22865,TabPFN,0.06926308,0.0086289467290043,12.30193305015564,0.045213169405183
CASP1D,7,300,CheapBetterLGBMClassifier,0.014666675,-0.0013124965077419,1.324986219406128,-0.0081160777930772
CASP1D,7,300,XT,0.018666679,-0.0042743302736282,3.3022496700286865,
CASP1D,7,300,RF,0.009666677,-0.00468718212548,4.239567279815674,
CASP1D,7,300,tabICL,0.036000013,0.0008448578300885,2.860163927078247,0.0075318054511837
CASP1D,7,300,PartitionWise,0.02466668,0.0007360553374272,0.1649694442749023,
CASP1D,7,300,TabPFN,0.02600002,0.0009310655295848,3.710737466812134,0.0077965156390957
CASP1D,7,486,CheapBetterLGBMClassifier,0.033822853,0.0014101752632419,1.7463805675506592,0.0084214437152919
CASP1D,7,486,XT,0.05803703,-0.0035177826978071,3.280963897705078,
CASP1D,7,486,RF,0.060950976,-0.0020373735994598,3.981208086013794,
CASP1D,7,486,tabICL,0.04366085,0.0001262664736714,2.9742860794067383,0.0030730542465952
CASP1D,7,486,PartitionWise,-0.008697665,-0.0056798452480389,0.1288812160491943,
CASP1D,7,486,TabPFN,0.028007578,0.0001218438119394,2.820589065551758,0.0023301955982951
CASP1D,7,786,CheapBetterLGBMClassifier,-0.0035894483,-0.0007630383824071,1.641085147857666,-0.004485959459736
CASP1D,7,786,XT,0.006479083,-0.0033373590104742,3.598649024963379,
CASP1D,7,786,RF,-0.0072942004,-0.0039269229152643,3.96064567565918,
CASP1D,7,786,tabICL,0.015468853,0.0013527639675885,3.619014024734497,0.003509454186524
CASP1D,7,786,PartitionWise,0.002559058,-0.0016060177408623,0.1258728504180908,
CASP1D,7,786,TabPFN,0.0032572926,-0.0006333403289318,2.831988573074341,-0.0054840105218041
CASP1D,7,1272,CheapBetterLGBMClassifier,0.01999507,0.0005556138141531,1.9236047267913816,0.0036431974363458
CASP1D,7,1272,XT,0.026211213,-0.0047486655734664,3.5490455627441406,
CASP1D,7,1272,RF,0.021456853,-0.005180235744842,2.6673450469970703,
CASP1D,7,1272,tabICL,0.017334586,0.0004699878336396,3.6865227222442623,0.0040201880524794
CASP1D,7,1272,PartitionWise,0.010545631,-0.0014682894664468,0.13442063331604,
CASP1D,7,1272,TabPFN,0.015283639,-6.83516263961792e-05,2.8712410926818848,-0.0005930594612915
CASP1D,7,2059,CheapBetterLGBMClassifier,0.034821298,0.0019016654822476,2.235959529876709,0.010532263733818
CASP1D,7,2059,XT,0.03743853,0.0003713963467456,2.529777765274048,
CASP1D,7,2059,RF,0.036761157,-0.0001432268655105,3.0257067680358887,
CASP1D,7,2059,tabICL,0.048121095,0.0040565654635429,4.677528381347656,0.0223796493497784
CASP1D,7,2059,PartitionWise,0.008485107,-0.0010050246689872,0.1487741470336914,
CASP1D,7,2059,TabPFN,0.047532666,0.0030928910709917,3.3866147994995117,0.0175386435476239
CASP1D,7,3332,CheapBetterLGBMClassifier,0.03583587,0.0012847187899888,2.5696358680725098,0.007780107749794
CASP1D,7,3332,XT,0.052824806,0.0021730295222184,2.26410174369812,
CASP1D,7,3332,RF,0.044930108,0.0019327693219882,3.706708431243897,
CASP1D,7,3332,tabICL,0.046821196,0.0036543130408972,6.304434776306152,0.0236319832343729
CASP1D,7,3332,PartitionWise,-0.000119668526,-5.128621185254978e-05,0.1590087413787841,
CASP1D,7,3332,TabPFN,0.041659363,0.0023733614943921,4.806678056716919,0.0150697104472788
CASP1D,7,5393,CheapBetterLGBMClassifier,0.047416545,0.0032905689705678,3.741659879684448,0.0172459531340305
CASP1D,7,5393,XT,0.05271747,0.0040072244927707,2.4855828285217285,
CASP1D,7,5393,RF,0.05192111,0.0035746581002369,5.0182366371154785,
CASP1D,7,5393,tabICL,0.055388164,0.0056098760105669,9.79949426651001,0.0332424505508077
CASP1D,7,5393,PartitionWise,0.009733601,0.0001390650890361,0.1649112701416015,0.0014340784984259
CASP1D,7,5393,TabPFN,0.051420085,0.0045850574970245,8.167286157608032,0.0251071735179556
CASP1D,7,8728,CheapBetterLGBMClassifier,0.05256653,0.0035920828213215,4.534206390380859,0.0204951262971407
CASP1D,7,8728,XT,0.05884434,0.0064995178238545,2.7686402797698975,
CASP1D,7,8728,RF,0.056209404,0.0051636401450157,7.894588470458984,
CASP1D,7,8728,tabICL,0.06225995,0.0067841648124158,16.97866678237915,0.0402269374762545
CASP1D,7,8728,PartitionWise,0.005751648,0.0001393134291447,0.1756398677825927,0.0012602419963729
CASP1D,7,8728,TabPFN,0.05905232,0.005239485297352,14.06417179107666,0.0295422446166049
CASP1D,7,14127,CheapBetterLGBMClassifier,0.052530967,0.00430203901459,6.9568376541137695,0.0238283357996825
CASP1D,7,14127,XT,0.06467059,0.0070298571336156,3.583911895751953,
CASP1D,7,14127,RF,0.057896562,0.0055552951422708,12.33608603477478,
CASP1D,7,14127,tabICL,0.0665892,0.0082606244832277,33.300039529800415,0.0453462060290372
CASP1D,7,14127,PartitionWise,0.006732182,0.0001946770694153,0.5204591751098633,0.0011756168353258
CASP1D,7,14127,TabPFN,0.05683466,0.0055044800974428,29.513587951660156,0.0305185969668424
CASP1D,7,22865,CheapBetterLGBMClassifier,0.06043736,0.005757756986214,13.925453424453735,0.0311715569779029
CASP1D,7,22865,XT,0.07022524,0.0095996196394504,5.171681642532349,
CASP1D,7,22865,RF,0.0681697,0.007952279255051,20.042243480682373,
CASP1D,7,22865,tabICL,0.0760245,0.0107102748006582,72.47025299072266,0.0561149587050937
CASP1D,7,22865,PartitionWise,0.007946648,0.0001964621568034,0.5887408256530762,0.0012216478070168
CASP1D,7,22865,TabPFN,0.06505577,0.0070597887970507,65.56401443481445,0.0387537469283603
CASP1D,8,300,CheapBetterLGBMClassifier,0.012666678,-0.0015846760050396,2.2816340923309326,-0.0112294128336568
CASP1D,8,300,XT,0.043333344,-0.0014828132948963,1.6754775047302246,
CASP1D,8,300,RF,0.033000004,-0.0016042207023037,2.191211462020874,
CASP1D,8,300,tabICL,0.032000013,0.0004228808102197,6.960530519485474,0.0009738862017271
CASP1D,8,300,PartitionWise,-0.0033333288,-0.0045464930511985,0.2585020065307617,
CASP1D,8,300,TabPFN,0.022666682,0.0002954535302706,13.088483333587646,-0.000267013957155
CASP1D,8,486,CheapBetterLGBMClassifier,0.026332855,-0.0005805359027266,2.839620590209961,0.0010322909219102
CASP1D,8,486,XT,0.046057235,-0.0036217011725381,1.6964161396026611,
CASP1D,8,486,RF,0.031645287,-0.0032677679841424,1.978511095046997,
CASP1D,8,486,tabICL,0.020218829,0.0006791293853893,4.918252944946289,0.0046353401300853
CASP1D,8,486,PartitionWise,0.030860517,-1.2829564409869157e-05,0.1219425201416015,
CASP1D,8,486,TabPFN,0.03215655,0.000415386253735,5.747649669647217,0.0036525370237773
CASP1D,8,786,CheapBetterLGBMClassifier,0.011892283,-0.0009079562732589,2.852505922317505,-0.0046292093905141
CASP1D,8,786,XT,0.032043867,-0.0025525992433762,1.7310457229614258,
CASP1D,8,786,RF,0.019938726,-0.0050650109358879,2.7106564044952393,
CASP1D,8,786,tabICL,0.04421834,0.0004196829977445,5.115025520324707,0.0047248430918925
CASP1D,8,786,PartitionWise,-0.005345484,-0.0017558544753515,0.1691248416900634,
CASP1D,8,786,TabPFN,0.024113534,0.0002050846815109,6.573478698730469,0.0011434443663829
CASP1D,8,1272,CheapBetterLGBMClassifier,0.03441655,0.0010020331608801,3.432823657989502,0.0071664168756342
CASP1D,8,1272,XT,0.038811795,-0.0004949909538703,1.8258466720581057,
CASP1D,8,1272,RF,0.034266483,-0.0012641180874884,2.611191511154175,
CASP1D,8,1272,tabICL,0.03348835,0.0028110116254538,7.547220230102539,0.0170065621886567
CASP1D,8,1272,PartitionWise,0.006445571,-0.0013395468440479,0.2520806789398193,-0.00814506738789
CASP1D,8,1272,TabPFN,0.03475128,0.0020875527989119,6.198380470275879,0.0127445797477083
CASP1D,8,2059,CheapBetterLGBMClassifier,0.03433799,0.001920825559639,3.67620062828064,0.0099645854793715
CASP1D,8,2059,XT,0.04541599,0.003180171534965,2.146348237991333,
CASP1D,8,2059,RF,0.042162735,0.0018210480510531,2.969069480895996,
CASP1D,8,2059,tabICL,0.04900811,0.0055497526191174,8.468856811523438,0.0277737678149239
CASP1D,8,2059,PartitionWise,0.01675855,-4.9559517785144334e-05,0.2338249683380127,
CASP1D,8,2059,TabPFN,0.029577166,0.0031686306465417,5.404480695724487,0.0157938421824471
CASP1D,8,3332,CheapBetterLGBMClassifier,0.038778458,0.0016437232291431,3.921074390411377,0.0097980180885529
CASP1D,8,3332,XT,0.04982356,0.0024730711040393,2.1142845153808594,
CASP1D,8,3332,RF,0.040309675,0.0016390844487183,3.422900438308716,
CASP1D,8,3332,tabICL,0.05888336,0.0059094345197081,9.821998834609984,0.0321692670033819
CASP1D,8,3332,PartitionWise,0.0021600998,-0.000189854693655,0.2806704044342041,
CASP1D,8,3332,TabPFN,0.047721736,0.0039898427203297,17.611243724822998,0.022033500139559
CASP1D,8,5393,CheapBetterLGBMClassifier,0.03995747,0.0025040605436485,4.42412257194519,0.0129531851229166
CASP1D,8,5393,XT,0.05512612,0.0033012848264575,2.3676769733428955,
CASP1D,8,5393,RF,0.04286865,0.0025686102950222,4.787097215652466,
CASP1D,8,5393,tabICL,0.055127293,0.0051331939175724,14.819465160369871,0.0301022298984416
CASP1D,8,5393,PartitionWise,0.000353284,1.246090248846199e-05,4.018669605255127,0.0002076910765925
CASP1D,8,5393,TabPFN,0.046151485,0.004548373632133,14.81849193572998,0.0231271930389293
CASP1D,8,8728,CheapBetterLGBMClassifier,0.04695257,0.0031010831442011,5.460988759994507,0.0167029845930942
CASP1D,8,8728,XT,0.062258177,0.0058698945899574,2.831153631210327,
CASP1D,8,8728,RF,0.05384971,0.0042794715734484,7.312908411026001,
CASP1D,8,8728,tabICL,0.065008834,0.0075396941974759,22.812328815460205,0.0419364833291001
CASP1D,8,8728,PartitionWise,0.004902332,-2.2345221169731144e-05,0.204369306564331,-0.0001051989814561
CASP1D,8,8728,TabPFN,0.05710261,0.0056413621641695,14.288850784301758,0.0311146342213578
CASP1D,8,14127,CheapBetterLGBMClassifier,0.055687547,0.0042359065798354,7.788283109664917,0.024092850362309
CASP1D,8,14127,XT,0.062949896,0.0063575855505962,3.493529796600342,
CASP1D,8,14127,RF,0.059559613,0.0053640052502182,12.197428226470947,
CASP1D,8,14127,tabICL,0.06974588,0.0081800129264593,39.075212717056274,0.046387627619283
CASP1D,8,14127,PartitionWise,0.0052877665,0.0001141657335058,0.6485326290130615,0.0008777301542864
CASP1D,8,14127,TabPFN,0.0648198,0.0064859865233302,30.896366834640503,0.0356851844964192
CASP1D,8,22865,CheapBetterLGBMClassifier,0.05977258,0.0058876578339592,14.222848892211914,0.0321934917354372
CASP1D,8,22865,XT,0.07154167,0.0099555789814042,4.694767713546753,
CASP1D,8,22865,RF,0.0649027,0.0081825587006928,19.75898766517639,
CASP1D,8,22865,tabICL,0.07818501,0.0112326322123408,82.28466296195984,0.0588438185405592
CASP1D,8,22865,PartitionWise,0.005033901,0.0001229341261238,1.644441843032837,0.0008525598921046
CASP1D,8,22865,TabPFN,0.06670021,0.0080112051218748,66.67777180671692,0.0435937615585187
CASP1D,9,300,CheapBetterLGBMClassifier,0.020666668,-0.0013274955015904,1.572561740875244,-0.0073651969699701
CASP1D,9,300,XT,0.021666672,-0.0038931069189177,3.2194066047668457,
CASP1D,9,300,RF,0.021333337,-0.0043914772892881,4.328083515167236,
CASP1D,9,300,tabICL,0.013333346,-0.0005764014786109,3.227653741836548,-0.0037595746747221
CASP1D,9,300,PartitionWise,0.027333338,-8.422567350237498e-05,0.1474413871765136,
CASP1D,9,300,TabPFN,0.0046666814,-0.0007399559253826,3.7972254753112793,-0.0077462313405241
CASP1D,9,486,CheapBetterLGBMClassifier,0.028731322,-0.0003266618716264,1.8354709148406985,0.0009906420389124
CASP1D,9,486,XT,0.021171892,-0.0082533292881123,3.341237783432007,
CASP1D,9,486,RF,0.0077719344,-0.0094388327128499,4.099276781082153,
CASP1D,9,486,tabICL,0.018152744,0.0004052087606396,3.250467538833618,0.0037590113725202
CASP1D,9,486,PartitionWise,-0.012009266,-0.0046936753630546,0.1235504150390625,
CASP1D,9,486,TabPFN,0.020610142,0.0007832318660803,3.4171242713928223,0.008790465935661
CASP1D,9,786,CheapBetterLGBMClassifier,0.034599688,0.001233307416638,2.7431695461273193,0.0077439840100022
CASP1D,9,786,XT,0.069071196,0.0067628837725906,3.829403162002563,
CASP1D,9,786,RF,0.052931547,0.0034360275460504,3.725311994552612,
CASP1D,9,786,tabICL,0.052671127,0.0043161734938621,3.346707820892334,0.0223804277234435
CASP1D,9,786,PartitionWise,0.03898896,0.0008292748695832,0.1373853683471679,0.0015921685855993
CASP1D,9,786,TabPFN,0.04526647,0.0031541257631033,3.0121471881866455,0.0153865736775756
CASP1D,9,1272,CheapBetterLGBMClassifier,0.050787084,0.0030926138347001,2.292229413986206,0.0150044226698826
CASP1D,9,1272,XT,0.045071177,0.0018899069432332,3.477748394012451,
CASP1D,9,1272,RF,0.0441967,0.001361832388827,2.8688712120056152,
CASP1D,9,1272,tabICL,0.056294583,0.0053724916651844,3.818835973739624,0.0282250908604479
CASP1D,9,1272,PartitionWise,0.013225252,-0.0009686390192597,0.1437554359436035,-0.0053997946673841
CASP1D,9,1272,TabPFN,0.05864011,0.0033676654566079,3.486771583557129,0.0185120252362108
CASP1D,9,2059,CheapBetterLGBMClassifier,0.037538793,0.0027498025396098,2.487030029296875,0.0144250370299539
CASP1D,9,2059,XT,0.051082842,0.0030198425445268,2.564971446990967,
CASP1D,9,2059,RF,0.045540355,0.0023951824684633,3.147442579269409,
CASP1D,9,2059,tabICL,0.06531855,0.0052740396931767,4.745453119277954,0.0299393825676943
CASP1D,9,2059,PartitionWise,-0.00015496947,-0.0015994455171287,0.1489555835723877,
CASP1D,9,2059,TabPFN,0.047438882,0.0039417087100446,3.4507040977478027,0.0230287366059328
CASP1D,9,3332,CheapBetterLGBMClassifier,0.042973556,0.0024126852125337,3.2208094596862793,0.0134068735288094
CASP1D,9,3332,XT,0.0528438,0.0019793249470435,2.322617769241333,
CASP1D,9,3332,RF,0.045820285,0.0013637450543072,3.9125325679779057,
CASP1D,9,3332,tabICL,0.059356906,0.0052350191399455,6.584600210189819,0.030406283882858
CASP1D,9,3332,PartitionWise,0.021731105,0.0004847995660671,0.1639859676361084,0.0027326587718633
CASP1D,9,3332,TabPFN,0.050114673,0.0039572594687342,5.237748861312866,0.0209430928504483
CASP1D,9,5393,CheapBetterLGBMClassifier,0.050269116,0.0040443707083243,4.0807204246521,0.0211893565912516
CASP1D,9,5393,XT,0.07073982,0.0062707511731367,2.634516716003418,
CASP1D,9,5393,RF,0.061709207,0.004944300947134,4.927835941314697,
CASP1D,9,5393,tabICL,0.06884682,0.006433495786041,10.160222291946411,0.0392204786801694
CASP1D,9,5393,PartitionWise,0.009031611,-5.6367402712437234e-05,0.1625251770019531,-0.0002746988143436
CASP1D,9,5393,TabPFN,0.054793514,0.0050883530639112,8.466294527053833,0.0277707482838987
CASP1D,9,8728,CheapBetterLGBMClassifier,0.058775537,0.0048702398830324,5.449904918670654,0.0259865281552711
CASP1D,9,8728,XT,0.070416264,0.0077335447865611,2.991067409515381,
CASP1D,9,8728,RF,0.064068764,0.0064986717782423,7.439524173736572,
CASP1D,9,8728,tabICL,0.075618386,0.0093920063227415,17.173049926757812,0.0505914871036724
CASP1D,9,8728,PartitionWise,0.011319519,0.0002358015969562,0.2515377998352051,0.0012551435780203
CASP1D,9,8728,TabPFN,0.06567293,0.0072841956280171,14.538017988204956,0.0388085429012493
CASP1D,9,14127,CheapBetterLGBMClassifier,0.060373317,0.0057930896376955,7.901743412017822,0.0298708668802012
CASP1D,9,14127,XT,0.07479273,0.0097609997018815,3.942306518554687,
CASP1D,9,14127,RF,0.06753712,0.0080877442969414,11.676746606826782,
CASP1D,9,14127,tabICL,0.07696606,0.0104942396283149,33.96741580963135,0.0545765119405536
CASP1D,9,14127,PartitionWise,0.017505571,0.000348838552204,0.6317055225372314,0.0017451009493392
CASP1D,9,14127,TabPFN,0.06919316,0.0081406207755208,29.658947229385376,0.0418712275834827
CASP1D,9,22865,CheapBetterLGBMClassifier,0.07185218,0.0081295258440876,16.883899211883545,0.0408464761148389
CASP1D,9,22865,XT,0.08296961,0.0129356283617175,5.359530925750732,
CASP1D,9,22865,RF,0.076750495,0.0112470124864723,19.649681329727173,
CASP1D,9,22865,tabICL,0.08751805,0.0139478296041488,74.35624694824219,0.0671389654192385
CASP1D,9,22865,PartitionWise,0.015836416,0.0004853945060951,0.6522829532623291,0.0024605956579031
CASP1D,9,22865,TabPFN,0.07692544,0.0103800389915704,65.76688385009766,0.0512635007414278
superconductivity,0,300,CheapBetterLGBMClassifier,0.052666675,0.0015252042679572,1.865386962890625,0.0150044251380107
superconductivity,0,300,XT,0.09266668,0.0076438925148381,1.5614018440246582,
superconductivity,0,300,RF,0.08100001,0.0063880600213468,2.0334174633026123,
superconductivity,0,300,tabICL,0.07866667,0.0072778584435582,5.115758419036865,0.045460439638452
superconductivity,0,300,PartitionWise,0.032,0.0020142990297952,0.1563334465026855,
superconductivity,0,300,TabPFN,0.06333334,0.0049701370298862,3.920886754989624,0.0281157994430823
superconductivity,0,446,CheapBetterLGBMClassifier,0.07437704,0.0067156041124484,2.278587102890014,0.0450460615445061
superconductivity,0,446,XT,0.07771786,0.0109171426935659,1.56270170211792,
superconductivity,0,446,RF,0.08377528,0.0127515466715111,2.050100088119507,
superconductivity,0,446,tabICL,0.08065918,0.0072202337905764,5.724680185317993,0.0414112939393921
superconductivity,0,446,PartitionWise,0.07395255,0.0054861942178695,0.1173148155212402,
superconductivity,0,446,TabPFN,0.06809489,0.0092567224055528,3.4543817043304443,0.0506954624212188
superconductivity,0,663,CheapBetterLGBMClassifier,0.11447482,0.011094119332263,2.7800087928771973,0.0707293686858718
superconductivity,0,663,XT,0.10742311,0.0062966903589084,1.782184362411499,
superconductivity,0,663,RF,0.10966166,0.0127877296720218,2.3804197311401367,
superconductivity,0,663,tabICL,0.10906813,0.0113282920792698,7.131866216659546,0.076080964828434
superconductivity,0,663,PartitionWise,0.085502386,0.0060210544838161,0.1205394268035888,
superconductivity,0,663,TabPFN,0.11267944,0.0105545641854405,4.548530340194702,0.0750673341998482
superconductivity,0,985,CheapBetterLGBMClassifier,0.103654824,0.0111703532596507,3.714519023895264,0.0719709836231227
superconductivity,0,985,XT,0.091776654,0.0019262421753162,1.813314437866211,
superconductivity,0,985,RF,0.09360407,0.0067150856133605,2.4447641372680664,
superconductivity,0,985,tabICL,0.09918782,0.0110156312584877,9.036830425262451,0.0683170170084675
superconductivity,0,985,PartitionWise,0.07421319,0.007214705768234,0.1308798789978027,
superconductivity,0,985,TabPFN,0.0977665,0.0104069728404283,5.948843717575073,0.0690817088381489
superconductivity,0,1465,CheapBetterLGBMClassifier,0.089215025,0.0132307987977939,4.68860936164856,0.0700682994940983
superconductivity,0,1465,XT,0.09092151,0.0059842298468699,1.884021520614624,
superconductivity,0,1465,RF,0.087303765,0.0111146013438238,2.658764600753784,
superconductivity,0,1465,tabICL,0.08607509,0.0101455394178628,11.841121912002563,0.0618305133333287
superconductivity,0,1465,PartitionWise,0.07624573,0.0053612566518741,0.1381087303161621,
superconductivity,0,1465,TabPFN,0.08866894,0.012616267427802,8.862776517868042,0.0683528320541463
superconductivity,0,2177,CheapBetterLGBMClassifier,0.09154023,0.0094795200797952,6.107818841934204,0.0599038923449259
superconductivity,0,2177,XT,0.08272689,0.0004202561346936,1.9317378997802737,
superconductivity,0,2177,RF,0.084557846,0.0068997281699127,3.119237184524536,
superconductivity,0,2177,tabICL,0.08859644,0.0090084252879023,16.12726593017578,0.0610090932559881
superconductivity,0,2177,PartitionWise,0.0555377,0.003814509611805,0.2862038612365722,
superconductivity,0,2177,TabPFN,0.08225984,0.0086277639493346,12.678333520889282,0.0566888740968618
superconductivity,0,3237,CheapBetterLGBMClassifier,0.09042533,0.0116653135213223,8.708551406860352,0.0654500292805562
superconductivity,0,3237,XT,0.08257902,0.0025972321023742,2.0697596073150635,
superconductivity,0,3237,RF,0.08628915,0.0090301529719131,3.945937395095825,
superconductivity,0,3237,tabICL,0.08609709,0.0098651256412267,22.64560627937317,0.0617282926685271
superconductivity,0,3237,PartitionWise,0.06039784,0.0045442989840274,0.5419552326202393,
superconductivity,0,3237,TabPFN,0.08560518,0.0108856279402971,18.523099660873413,0.063598000968164
superconductivity,0,4812,CheapBetterLGBMClassifier,0.096007414,0.0156165412367223,12.27895188331604,0.0801731264886301
superconductivity,0,4812,XT,0.09133493,0.0097411531858036,2.418670415878296,
superconductivity,0,4812,RF,0.098067895,0.0155789105886965,5.259873867034912,
superconductivity,0,4812,tabICL,0.094763175,0.0163513887673616,32.17847275733948,0.0846333058572554
superconductivity,0,4812,PartitionWise,0.060804743,0.0051385277307302,0.5727443695068359,
superconductivity,0,4812,TabPFN,0.091895655,0.0153984185308218,30.54098391532898,0.0813817890382552
superconductivity,0,7152,CheapBetterLGBMClassifier,0.09300968,0.0159167296360501,13.0601487159729,0.0820715474132489
superconductivity,0,7152,XT,0.091820635,0.0081364454287727,2.780642032623291,
superconductivity,0,7152,RF,0.09584805,0.0146058669968143,7.611451625823975,
superconductivity,0,7152,tabICL,0.097624205,0.0161521770060062,47.897279024124146,0.0852138361114494
superconductivity,0,7152,PartitionWise,0.06205421,0.005093077058384,0.6186943054199219,
superconductivity,0,7152,TabPFN,0.09267495,0.0163821689784526,52.519407749176025,0.0833580097335807
superconductivity,0,10632,CheapBetterLGBMClassifier,0.09892779,0.0194639988035666,17.429394960403442,0.0938363942713083
superconductivity,0,10632,XT,0.09836348,0.0151321746872237,3.490151643753052,
superconductivity,0,10632,RF,0.10224757,0.0194072119446539,11.28352427482605,
superconductivity,0,10632,tabICL,0.101410136,0.020395778119564,72.44707584381104,0.0979818223087756
superconductivity,0,10632,PartitionWise,0.062151946,0.0048378977555031,0.6633193492889404,
superconductivity,0,10632,TabPFN,0.10129788,0.0200345702469348,96.50517153739928,0.0949295489160983
superconductivity,1,300,CheapBetterLGBMClassifier,0.09666668,0.0114429936869624,1.701838493347168,0.0533064033249747
superconductivity,1,300,XT,0.09000001,0.0152497042997501,3.341292381286621,
superconductivity,1,300,RF,0.077333346,0.0125878524478982,4.004130125045776,
superconductivity,1,300,tabICL,0.08800001,0.0142793152481317,4.333827495574951,0.0501749672001945
superconductivity,1,300,PartitionWise,0.062000006,0.002792783527646,0.1181554794311523,
superconductivity,1,300,TabPFN,0.07800002,0.0110472505912184,3.954697608947754,0.0451638318604576
superconductivity,1,446,CheapBetterLGBMClassifier,0.07749313,0.0037693873014503,2.238734006881714,0.0361701151844909
superconductivity,1,446,XT,0.06935331,-0.0146311116446951,3.2705507278442383,
superconductivity,1,446,RF,0.07588265,0.0004604866750032,3.311286687850952,
superconductivity,1,446,tabICL,0.096823975,0.011118714697659,4.7900354862213135,0.0532061206938096
superconductivity,1,446,PartitionWise,0.083460666,0.0055042134556244,0.1368124485015869,
superconductivity,1,446,TabPFN,0.103999995,0.011606047861278,3.5004897117614746,0.059720586502678
superconductivity,1,663,CheapBetterLGBMClassifier,0.10539532,0.0140445029694867,2.857175588607788,0.0731446113122274
superconductivity,1,663,XT,0.09392004,0.0043713306493079,3.565904140472412,
superconductivity,1,663,RF,0.11205629,0.01098621855464,2.844923496246338,
superconductivity,1,663,tabICL,0.1011734,0.0130232069641351,5.864078044891357,0.0703579495947725
superconductivity,1,663,PartitionWise,0.073738895,0.008921327284684,0.1266617774963379,
superconductivity,1,663,TabPFN,0.09878333,0.0124804805964231,4.487682104110718,0.0732496599953538
superconductivity,1,985,CheapBetterLGBMClassifier,0.08456854,0.0070405766337841,3.969495058059693,0.0453804868354101
superconductivity,1,985,XT,0.06182742,-0.0131589045179962,3.3991963863372803,
superconductivity,1,985,RF,0.07715736,-0.0007173736763382,2.6632277965545654,
superconductivity,1,985,tabICL,0.08335025,0.0073350728489458,7.063414573669434,0.0457010785582778
superconductivity,1,985,PartitionWise,0.066903554,0.0055160655739771,0.1299307346343994,
superconductivity,1,985,TabPFN,0.085177675,0.008077579550445,5.753537178039551,0.047894827509236
superconductivity,1,1465,CheapBetterLGBMClassifier,0.099453926,0.0132456999103235,6.855273723602295,0.0672484132543249
superconductivity,1,1465,XT,0.0769966,-0.0037290282489571,2.7302310466766357,
superconductivity,1,1465,RF,0.090307176,0.0077182501203041,3.0310473442077637,
superconductivity,1,1465,tabICL,0.10191127,0.0155970696359872,9.042067050933838,0.073083415299341
superconductivity,1,1465,PartitionWise,0.077064835,0.0079406173932587,0.1536586284637451,
superconductivity,1,1465,TabPFN,0.10901024,0.0157374702394008,8.773669481277466,0.0736805048283784
superconductivity,1,2177,CheapBetterLGBMClassifier,0.101387955,0.017258652946558,8.823001623153687,0.0841279572677836
superconductivity,1,2177,XT,0.082726896,0.0036735252293589,2.2656919956207275,
superconductivity,1,2177,RF,0.10060118,0.0129144215287661,3.5293188095092773,
superconductivity,1,2177,tabICL,0.11048486,0.0179792363196611,12.107247352600098,0.0906005019384394
superconductivity,1,2177,PartitionWise,0.09579015,0.0091499889976324,0.2413275241851806,
superconductivity,1,2177,TabPFN,0.10662533,0.0189407709985971,12.215194702148438,0.0911805236774454
superconductivity,1,3237,CheapBetterLGBMClassifier,0.107541166,0.0181689431708751,12.60580062866211,0.0862967344928015
superconductivity,1,3237,XT,0.09911105,0.0082175405888551,2.473378419876098,
superconductivity,1,3237,RF,0.10750793,0.0165325368567312,4.515018701553345,
superconductivity,1,3237,tabICL,0.11038078,0.0174231640994548,16.81480383872986,0.0849454975688256
superconductivity,1,3237,PartitionWise,0.07973581,0.0068635616685476,0.5299432277679443,
superconductivity,1,3237,TabPFN,0.10735799,0.0174156241118907,18.18066096305847,0.0840348667466439
superconductivity,1,4812,CheapBetterLGBMClassifier,0.11263394,0.019004927921881,15.987065315246582,0.0887905121277173
superconductivity,1,4812,XT,0.101640426,0.0070053277497544,2.807543992996216,
superconductivity,1,4812,RF,0.11088823,0.0167448744735656,6.061477899551392,
superconductivity,1,4812,tabICL,0.11417039,0.0196442957967519,24.234837770462036,0.0932639860495649
superconductivity,1,4812,PartitionWise,0.09077005,0.0087652953918585,0.5483536720275879,
superconductivity,1,4812,TabPFN,0.11454461,0.0199796743690967,30.471615076065063,0.092435782490643
superconductivity,1,7152,CheapBetterLGBMClassifier,0.114456534,0.0223500376759881,19.10968279838562,0.1005203965203647
superconductivity,1,7152,XT,0.10640184,0.0143342713679183,3.421785593032837,
superconductivity,1,7152,RF,0.115798116,0.0213952634569587,8.777708053588867,
superconductivity,1,7152,tabICL,0.11518389,0.023217000067234,37.0531907081604,0.1049083390193274
superconductivity,1,7152,PartitionWise,0.080508225,0.007703974421439,0.5867898464202881,
superconductivity,1,7152,TabPFN,0.108807325,0.0218522418290376,54.33450531959534,0.0989388533788016
superconductivity,1,10632,CheapBetterLGBMClassifier,0.114559256,0.0250365261501471,23.152114152908325,0.1081701419141039
superconductivity,1,10632,XT,0.10686568,0.0156821764521513,4.053833484649658,
superconductivity,1,10632,RF,0.11725918,0.0238899919575747,12.703033924102783,
superconductivity,1,10632,tabICL,0.11820914,0.0259962081909179,60.205755949020386,0.1124895693006364
superconductivity,1,10632,PartitionWise,0.08225971,0.0079753898176047,0.6395978927612305,
superconductivity,1,10632,TabPFN,0.11371334,0.0247687678784132,101.86443996429443,0.1075465292873231
superconductivity,2,300,CheapBetterLGBMClassifier,0.084000014,0.0104369970949263,2.0130045413970947,0.0545003788500284
superconductivity,2,300,XT,0.08500001,-0.0076768974323106,1.546790599822998,
superconductivity,2,300,RF,0.087,0.002852862776081,2.0227301120758057,
superconductivity,2,300,tabICL,0.08333333,0.0121424403041601,5.045833349227905,0.0570400776633057
superconductivity,2,300,PartitionWise,0.074,0.0043927141956412,0.1443407535552978,
superconductivity,2,300,TabPFN,0.08133333,0.0130374757573008,4.067176103591919,0.0628060015209946
superconductivity,2,446,CheapBetterLGBMClassifier,0.06279151,0.0040298670748643,2.343441963195801,0.0272007908836465
superconductivity,2,446,XT,0.042901378,-0.01542948224789,1.542776584625244,
superconductivity,2,446,RF,0.048254687,-0.0036437118051831,2.036082983016968,
superconductivity,2,446,tabICL,0.085632965,0.0074948756955564,5.891282558441162,0.0423309052882941
superconductivity,2,446,PartitionWise,0.06546816,0.0003990842182175,0.1242384910583496,
superconductivity,2,446,TabPFN,0.084304616,0.0053482195362448,3.5666935443878174,0.0360684061942847
superconductivity,2,663,CheapBetterLGBMClassifier,0.07257007,0.0081925538122672,3.0487420558929443,0.0456346414808892
superconductivity,2,663,XT,0.070894286,-0.004962666678022,1.7750000953674316,
superconductivity,2,663,RF,0.081438825,0.0032975762746547,2.385129690170288,
superconductivity,2,663,tabICL,0.07860789,0.0074117248877882,7.237352609634399,0.04025450135189
superconductivity,2,663,PartitionWise,0.041754387,0.0057604768604606,0.1349730491638183,
superconductivity,2,663,TabPFN,0.064390525,0.0051336735486984,4.603278398513794,0.0308335342498392
superconductivity,2,985,CheapBetterLGBMClassifier,0.05736041,0.0041548929994568,3.5420584678649902,0.0298271534424894
superconductivity,2,985,XT,0.05076143,-0.0173834471792056,1.831953763961792,
superconductivity,2,985,RF,0.055228435,-0.0034700037317736,2.491802453994751,
superconductivity,2,985,tabICL,0.060609143,0.0041255550459027,9.02751636505127,0.02644224345218
superconductivity,2,985,PartitionWise,0.04761421,0.0026780196936793,0.1296310424804687,
superconductivity,2,985,TabPFN,0.053096455,0.0034995519090443,5.871591567993164,0.0234414446307307
superconductivity,2,1465,CheapBetterLGBMClassifier,0.08375428,0.0105767609341151,5.129410266876221,0.0619223666326236
superconductivity,2,1465,XT,0.09058021,0.0073047338082768,1.831092119216919,
superconductivity,2,1465,RF,0.089215025,0.0114993779976329,2.693153142929077,
superconductivity,2,1465,tabICL,0.095631406,0.0106157045811414,12.211893558502195,0.0623023767469851
superconductivity,2,1465,PartitionWise,0.062457334,0.0041871715761769,0.136284589767456,
superconductivity,2,1465,TabPFN,0.092628,0.0112256165593862,9.228370666503906,0.0657424349783389
superconductivity,2,2177,CheapBetterLGBMClassifier,0.08613709,0.0139662448275017,6.637901306152344,0.0696272654798097
superconductivity,2,2177,XT,0.081815146,0.0023898148297635,1.9240741729736328,
superconductivity,2,2177,RF,0.08728157,0.0116289971325283,3.1362996101379395,
superconductivity,2,2177,tabICL,0.085584536,0.0147777255624532,16.180166721343994,0.0714765821208248
superconductivity,2,2177,PartitionWise,0.0620717,0.0046567196502577,0.3009986877441406,
superconductivity,2,2177,TabPFN,0.08374334,0.0147769497707486,13.00796365737915,0.0714065645446071
superconductivity,2,3237,CheapBetterLGBMClassifier,0.08684127,0.0113432399196777,9.209035158157349,0.0630307520015795
superconductivity,2,3237,XT,0.087092675,0.0035455269140657,2.0948615074157715,
superconductivity,2,3237,RF,0.08875823,0.0096021163589742,3.920567512512207,
superconductivity,2,3237,tabICL,0.09061013,0.0118688372895121,22.5192186832428,0.0662439366112236
superconductivity,2,3237,PartitionWise,0.06608267,0.0053123196938369,0.9101338386535645,
superconductivity,2,3237,TabPFN,0.08647166,0.0114039108157157,19.419920444488525,0.0647060026655678
superconductivity,2,4812,CheapBetterLGBMClassifier,0.10178846,0.014723406200938,12.313926696777344,0.08046806709449
superconductivity,2,4812,XT,0.091504194,0.0026233217885599,2.4654037952423096,
superconductivity,2,4812,RF,0.10164352,0.0110502001206144,5.1774208545684814,
superconductivity,2,4812,tabICL,0.10224654,0.0138472644612193,32.66227841377258,0.0782834944198122
superconductivity,2,4812,PartitionWise,0.07132293,0.0054520416842035,1.026750564575195,
superconductivity,2,4812,TabPFN,0.10050168,0.0140993939712643,30.470783710479736,0.0775398013064852
superconductivity,2,7152,CheapBetterLGBMClassifier,0.10206951,0.0162650663677499,13.280797719955444,0.0843006779787998
superconductivity,2,7152,XT,0.09251998,0.0063036292088,2.790144920349121,
superconductivity,2,7152,RF,0.10009756,0.0144071559310963,7.475070953369141,
superconductivity,2,7152,tabICL,0.09997231,0.0161848068237304,49.894617319107056,0.083730556092778
superconductivity,2,7152,PartitionWise,0.06725335,0.0053054957651621,0.985910415649414,
superconductivity,2,7152,TabPFN,0.09910471,0.0161890145391225,55.14205694198608,0.0829702690463455
superconductivity,2,10632,CheapBetterLGBMClassifier,0.10109098,0.0190862356572667,18.05346965789795,0.0943420831373905
superconductivity,2,10632,XT,0.09734808,0.0118489417339322,3.453467845916748,
superconductivity,2,10632,RF,0.10198462,0.017668634449103,11.11210584640503,
superconductivity,2,10632,tabICL,0.10412018,0.0194413717836141,73.77474331855774,0.0965191950624753
superconductivity,2,10632,PartitionWise,0.06670376,0.0054750931702616,1.7922937870025637,
superconductivity,2,10632,TabPFN,0.10174978,0.0189791284501552,98.37162256240843,0.0946636041229536
superconductivity,3,300,CheapBetterLGBMClassifier,0.07066668,0.0077818525669811,3.044672727584839,0.0480532800817066
superconductivity,3,300,XT,0.09033334,0.0103182792492786,1.5255727767944336,
superconductivity,3,300,RF,0.07200001,0.009510911396125,2.0178868770599365,
superconductivity,3,300,tabICL,0.06466667,0.0048263533972203,10.036700248718262,0.0356585924662541
superconductivity,3,300,PartitionWise,0.08266667,0.0048256533036463,0.1609532833099365,
superconductivity,3,300,TabPFN,0.06466667,0.006195418536663,6.900620460510254,0.0477025364674519
superconductivity,3,446,CheapBetterLGBMClassifier,0.063645445,0.0051137266770328,2.6950831413269043,0.0286661052439422
superconductivity,3,446,XT,0.0516854,-0.0073522550744178,1.734933376312256,
superconductivity,3,446,RF,0.066344574,-0.0006083706677947,2.132812976837158,
superconductivity,3,446,tabICL,0.06142821,0.0040612323209643,7.423835039138794,0.0267284824693389
superconductivity,3,446,PartitionWise,0.06644694,0.0048855043043086,0.1808071136474609,
superconductivity,3,446,TabPFN,0.050646693,0.0041141146793961,4.025759696960449,0.0276641919458098
superconductivity,3,663,CheapBetterLGBMClassifier,0.08579403,0.0084970320335069,3.2157912254333496,0.0516482209544303
superconductivity,3,663,XT,0.07566188,-0.0102405177163852,1.7761719226837158,
superconductivity,3,663,RF,0.097956255,0.0018499186742031,2.5615837574005127,
superconductivity,3,663,tabICL,0.106290735,0.009282374754548,10.06787395477295,0.0598966763134988
superconductivity,3,663,PartitionWise,0.096320346,0.0085698263618951,0.1775920391082763,
superconductivity,3,663,TabPFN,0.088799275,0.008661039173603,5.215448379516602,0.0539096520062478
superconductivity,3,985,CheapBetterLGBMClassifier,0.051472086,0.0047159566429849,3.963757753372192,0.031721855370722
superconductivity,3,985,XT,0.059086304,-0.005362673788619,1.9618425369262695,
superconductivity,3,985,RF,0.063654825,0.0016313643081951,2.591913938522339,
superconductivity,3,985,tabICL,0.058781732,0.00394416321069,10.482559442520142,0.0322261730912994
superconductivity,3,985,PartitionWise,0.04984771,0.0027067402531137,0.1235296726226806,
superconductivity,3,985,TabPFN,0.063654825,0.0048637138679623,8.254514455795288,0.0346650372031997
superconductivity,3,1465,CheapBetterLGBMClassifier,0.090853244,0.0101565035725949,5.9931159019470215,0.0578998917438162
superconductivity,3,1465,XT,0.07877134,0.0035829213741993,2.023639678955078,
superconductivity,3,1465,RF,0.08798635,0.00963765799786,2.82921838760376,
superconductivity,3,1465,tabICL,0.09276451,0.011243725195527,16.08581018447876,0.0613338492597815
superconductivity,3,1465,PartitionWise,0.083344705,0.0060076418798347,0.2869546413421631,
superconductivity,3,1465,TabPFN,0.089215025,0.0132031319662928,22.470391035079956,0.064719646402764
superconductivity,3,2177,CheapBetterLGBMClassifier,0.08971739,0.011685026862578,7.699659824371338,0.067313888665192
superconductivity,3,2177,XT,0.07984088,0.0018013585904367,2.0403053760528564,
superconductivity,3,2177,RF,0.08632016,0.0093696479276825,3.1031274795532227,
superconductivity,3,2177,tabICL,0.09137172,0.0117586012929677,17.606029748916626,0.0671371891765756
superconductivity,3,2177,PartitionWise,0.068954125,0.0051170598491115,0.3205606937408447,
superconductivity,3,2177,TabPFN,0.09339873,0.0127952368929982,16.140431880950928,0.0705554440288705
superconductivity,3,3237,CheapBetterLGBMClassifier,0.0891297,0.0129093863210464,10.023053169250488,0.0712395523195381
superconductivity,3,3237,XT,0.08372246,0.0030994502622938,2.1299893856048584,
superconductivity,3,3237,RF,0.08900706,0.0105478959394885,4.10371470451355,
superconductivity,3,3237,tabICL,0.08727575,0.0118267415091395,23.73502516746521,0.0689300124146386
superconductivity,3,3237,PartitionWise,0.06374015,0.0049471348451208,0.9102637767791748,
superconductivity,3,3237,TabPFN,0.08764775,0.0121296793222427,19.602033138275143,0.068949151466076
superconductivity,3,4812,CheapBetterLGBMClassifier,0.08894407,0.0134030379870015,12.615865230560305,0.0700506783535309
superconductivity,3,4812,XT,0.09081669,0.0056771757964321,2.5836548805236816,
superconductivity,3,4812,RF,0.0914593,0.0120445279299174,5.2371039390563965,
superconductivity,3,4812,tabICL,0.09006544,0.0135477213189005,32.994203329086304,0.0713037529525268
superconductivity,3,4812,PartitionWise,0.06683044,0.0050673692631076,0.6305766105651855,
superconductivity,3,4812,TabPFN,0.08973376,0.0133885908871889,33.64495491981506,0.0689886280831801
superconductivity,3,7152,CheapBetterLGBMClassifier,0.100589156,0.0169353289414756,15.381884336471558,0.085457555816873
superconductivity,3,7152,XT,0.09580658,0.0106249957122514,2.954651117324829,
superconductivity,3,7152,RF,0.10105087,0.0160607059473226,7.481817722320557,
superconductivity,3,7152,tabICL,0.102462724,0.0174583531916141,49.908116817474365,0.0890814973005601
superconductivity,3,7152,PartitionWise,0.06946492,0.0054000117471788,1.2993812561035156,
superconductivity,3,7152,TabPFN,0.102575436,0.0172564983367919,57.565187215805054,0.08694264422744
superconductivity,3,10632,CheapBetterLGBMClassifier,0.10195726,0.0193673012045993,19.308056354522705,0.0928235576447793
superconductivity,3,10632,XT,0.097874865,0.0139803039843951,3.619133710861206,
superconductivity,3,10632,RF,0.10142101,0.0193094827295703,11.043148279190063,
superconductivity,3,10632,tabICL,0.10481602,0.019735112786293,75.14549207687378,0.0949376535599031
superconductivity,3,10632,PartitionWise,0.07061871,0.0053745689654808,0.726067304611206,
superconductivity,3,10632,TabPFN,0.10321697,0.0195739232003688,100.46621108055116,0.0917635423128404
superconductivity,4,300,CheapBetterLGBMClassifier,0.087333344,0.0144663802807417,2.7449610233306885,0.0716792220761744
superconductivity,4,300,XT,0.09333334,0.0162758234773565,1.6027891635894775,
superconductivity,4,300,RF,0.105666675,0.0160551197736528,1.8467698097229004,
superconductivity,4,300,tabICL,0.09666668,0.0179743915796279,2.6358182430267334,0.0732788058289322
superconductivity,4,300,PartitionWise,0.036666676,0.0022355033284978,0.1397442817687988,
superconductivity,4,300,TabPFN,0.09733335,0.0170932076871395,3.7422444820404057,0.0686190756329331
superconductivity,4,446,CheapBetterLGBMClassifier,0.09416729,0.0128891507667844,3.6742095947265625,0.0610519435954839
superconductivity,4,446,XT,0.09628465,0.0062243848610553,1.6530046463012695,
superconductivity,4,446,RF,0.09711361,0.0098622012109418,1.896071434020996,
superconductivity,4,446,tabICL,0.08295132,0.0099937273189425,2.789518356323242,0.0570432957036785
superconductivity,4,446,PartitionWise,0.08297129,0.0053770939219743,0.16786789894104,
superconductivity,4,446,TabPFN,0.076679155,0.0112692201510071,1.9149694442749023,0.0604932721479228
superconductivity,4,663,CheapBetterLGBMClassifier,0.10964684,0.0124382295334515,3.5039303302764893,0.0729376476564611
superconductivity,4,663,XT,0.08426977,-0.0047316061298166,1.593778371810913,
superconductivity,4,663,RF,0.103561185,0.0068266772952398,2.140394449234009,
superconductivity,4,663,tabICL,0.10296651,0.0119781363755464,2.990320205688477,0.0723776178279453
superconductivity,4,663,PartitionWise,0.09001367,0.0078171843715941,0.1732368469238281,
superconductivity,4,663,TabPFN,0.10086582,0.0118241729214787,2.238997220993042,0.0698523120799595
superconductivity,4,985,CheapBetterLGBMClassifier,0.07847716,0.0048627810045282,4.251636028289795,0.031023407594736
superconductivity,4,985,XT,0.065583766,-0.0090961228535029,1.84488844871521,
superconductivity,4,985,RF,0.070456855,0.0008135954249063,2.552762031555176,
superconductivity,4,985,tabICL,0.08213198,0.0071109803393483,3.517939329147339,0.0413757746586778
superconductivity,4,985,PartitionWise,0.068324864,0.0040144254337924,0.2059524059295654,
superconductivity,4,985,TabPFN,0.07928935,0.0057555055245757,3.2213144302368164,0.0292953794369676
superconductivity,4,1465,CheapBetterLGBMClassifier,0.0969966,0.0122566221404529,4.8015618324279785,0.0722982900160973
superconductivity,4,1465,XT,0.086484656,-0.0019839287391346,1.876817226409912,
superconductivity,4,1465,RF,0.095017076,0.0071782225893726,3.637461423873902,
superconductivity,4,1465,tabICL,0.09167236,0.0123707950115203,3.978447675704956,0.075082165419798
superconductivity,4,1465,PartitionWise,0.078839585,0.0084904901368178,0.228400707244873,
superconductivity,4,1465,TabPFN,0.09877133,0.0121692325919866,4.9266698360443115,0.0737169448730756
superconductivity,4,2177,CheapBetterLGBMClassifier,0.09320764,0.0145312216956923,5.950520277023315,0.0699932658261696
superconductivity,4,2177,XT,0.087227575,0.0047143937079782,2.008718490600586,
superconductivity,4,2177,RF,0.09307076,0.0115408908725157,3.531719207763672,
superconductivity,4,2177,tabICL,0.0947698,0.0140404980629682,4.978306531906128,0.0718638991919612
superconductivity,4,2177,PartitionWise,0.077585995,0.006728881783765,0.4078829288482666,
superconductivity,4,2177,TabPFN,0.093113996,0.0146822584792971,5.541233539581299,0.0705912774411296
superconductivity,4,3237,CheapBetterLGBMClassifier,0.09586134,0.0130404900766017,8.679532051086426,0.0679428167525324
superconductivity,4,3237,XT,0.08477084,0.0063618674028973,2.709078788757324,
superconductivity,4,3237,RF,0.09724985,0.0125548542209732,4.0791614055633545,
superconductivity,4,3237,tabICL,0.096475475,0.0134021090343594,8.82677149772644,0.0692882005347762
superconductivity,4,3237,PartitionWise,0.072315626,0.0062957070389315,0.7511703968048096,
superconductivity,4,3237,TabPFN,0.09215106,0.0129985306411981,9.679706335067747,0.0668743942155394
superconductivity,4,4812,CheapBetterLGBMClassifier,0.10112163,0.0149734124136866,12.028559684753418,0.0784475375174367
superconductivity,4,4812,XT,0.09342937,0.0076310027358479,2.3348989486694336,
superconductivity,4,4812,RF,0.09856239,0.0142026547120012,5.750503063201904,
superconductivity,4,4812,tabICL,0.10357101,0.016405139118433,10.280299425125122,0.0825027626828448
superconductivity,4,4812,PartitionWise,0.07726271,0.0070073185879593,0.7242574691772461,
superconductivity,4,4812,TabPFN,0.102864966,0.016429129987955,10.4291832447052,0.0809841644839542
superconductivity,4,7152,CheapBetterLGBMClassifier,0.10634695,0.0192497208568184,12.578734874725342,0.0924556075546812
superconductivity,4,7152,XT,0.10117386,0.011879464759935,3.1912176609039307,
superconductivity,4,7152,RF,0.10655688,0.0185778191082275,7.266940593719482,
superconductivity,4,7152,tabICL,0.10615194,0.0191998649388551,12.792093992233276,0.0946013326487761
superconductivity,4,7152,PartitionWise,0.07511164,0.0059130983815566,1.595351219177246,
superconductivity,4,7152,TabPFN,0.104698814,0.0200565755367279,15.419233322143556,0.0945471848092299
superconductivity,4,10632,CheapBetterLGBMClassifier,0.10759984,0.0205465673000927,15.605612993240356,0.097285615456632
superconductivity,4,10632,XT,0.102050684,0.0137971341060148,3.949589729309082,
superconductivity,4,10632,RF,0.10850283,0.0199652652388448,14.764896154403688,
superconductivity,4,10632,tabICL,0.10808895,0.021817160770297,17.41825771331787,0.1009673877886386
superconductivity,4,10632,PartitionWise,0.07674914,0.0069200351025682,1.794844627380371,
superconductivity,4,10632,TabPFN,0.108710326,0.0217962879687547,31.771304607391357,0.0992675586870761
superconductivity,5,300,CheapBetterLGBMClassifier,0.07066668,0.0053945072253829,1.7174596786499023,0.0345575031970262
superconductivity,5,300,XT,0.07533334,0.0039261129389868,1.5477440357208252,
superconductivity,5,300,RF,0.072333336,0.0076277934739663,2.0151917934417725,
superconductivity,5,300,tabICL,0.073333345,0.007604862563312,5.057003021240234,0.0419709500502069
superconductivity,5,300,PartitionWise,0.06133333,0.0030122720295055,0.1440348625183105,
superconductivity,5,300,TabPFN,0.05866667,0.0051230802200734,3.8601698875427246,0.0331440266798456
superconductivity,5,446,CheapBetterLGBMClassifier,0.067210995,0.0033743833271736,2.0941202640533447,0.0350047508892192
superconductivity,5,446,XT,0.06502622,-0.0004135056428757,1.5497195720672607,
superconductivity,5,446,RF,0.0659251,0.0034549598863238,2.054659366607666,
superconductivity,5,446,tabICL,0.06455431,0.0046764411963522,5.736209869384766,0.0354859788204104
superconductivity,5,446,PartitionWise,0.06227215,0.0033849433117444,0.1243507862091064,
superconductivity,5,446,TabPFN,0.06455432,0.006079560611397,3.4905877113342285,0.0409264046932132
superconductivity,5,663,CheapBetterLGBMClassifier,0.083126,0.0078643724597691,2.7287580966949463,0.0617768835844882
superconductivity,5,663,XT,0.083276376,-0.0105132923966848,1.7786400318145752,
superconductivity,5,663,RF,0.08357258,-0.0001834262983127,2.3721365928649902,
superconductivity,5,663,tabICL,0.08040556,0.0093542113900184,6.8561859130859375,0.0675078012301526
superconductivity,5,663,PartitionWise,0.07891774,0.0070260332063288,0.1286351680755615,
superconductivity,5,663,TabPFN,0.08010481,0.0067222835496068,4.583049058914185,0.0572712548329434
superconductivity,5,985,CheapBetterLGBMClassifier,0.08477158,0.0101520406391298,3.741922378540039,0.0597642594402426
superconductivity,5,985,XT,0.08030458,0.0011580239334478,1.7957284450531006,
superconductivity,5,985,RF,0.08375636,0.008089198563848,2.450014352798462,
superconductivity,5,985,tabICL,0.08274113,0.0100220153108239,8.73923397064209,0.063197880715148
superconductivity,5,985,PartitionWise,0.072791874,0.0050505697365086,0.1228759288787841,
superconductivity,5,985,TabPFN,0.079898484,0.0111401556059718,5.951026678085327,0.0645786372125311
superconductivity,5,1465,CheapBetterLGBMClassifier,0.095767915,0.0107792956394106,4.759121656417847,0.0633104974546142
superconductivity,5,1465,XT,0.08334471,-0.0027140656681369,1.8740758895874023,
superconductivity,5,1465,RF,0.09139933,0.0073176361740953,2.667954206466675,
superconductivity,5,1465,tabICL,0.1,0.0108498726040124,11.550758361816406,0.0623298022902079
superconductivity,5,1465,PartitionWise,0.080068246,0.0067178508935964,0.1388018131256103,
superconductivity,5,1465,TabPFN,0.09808874,0.0105661367997527,8.696320533752441,0.0614642266190119
superconductivity,5,2177,CheapBetterLGBMClassifier,0.087607935,0.0096007627829676,6.226709604263306,0.0582679302939013
superconductivity,5,2177,XT,0.08562935,0.0007054693496891,1.9103782176971436,
superconductivity,5,2177,RF,0.090912804,0.0077534803086336,3.0670907497406006,
superconductivity,5,2177,tabICL,0.08879975,0.009349076077342,15.815083742141724,0.05860368935453
superconductivity,5,2177,PartitionWise,0.065836124,0.0048662651350877,0.2673897743225097,
superconductivity,5,2177,TabPFN,0.09027587,0.0091268690302968,12.749701499938965,0.0576936396776349
superconductivity,5,3237,CheapBetterLGBMClassifier,0.09746103,0.0133772725129046,9.046062469482422,0.0713210984778949
superconductivity,5,3237,XT,0.08724012,0.0035617479637509,2.112762689590454,
superconductivity,5,3237,RF,0.09288894,0.0114377700882908,3.851468324661255,
superconductivity,5,3237,tabICL,0.096967205,0.0123242363333702,22.139155387878414,0.0669472116478443
superconductivity,5,3237,PartitionWise,0.06928778,0.0057347834605197,0.5505518913269043,
superconductivity,5,3237,TabPFN,0.09876219,0.0131229031831026,18.665430307388306,0.0699604797609806
superconductivity,5,4812,CheapBetterLGBMClassifier,0.102161646,0.0154895346251591,11.79598331451416,0.081435544673319
superconductivity,5,4812,XT,0.089462236,0.0042905393535492,2.4209136962890625,
superconductivity,5,4812,RF,0.10214081,0.0125533930384755,5.256554126739502,
superconductivity,5,4812,tabICL,0.10116408,0.015166069380939,31.958537340164185,0.0801049159353345
superconductivity,5,4812,PartitionWise,0.072070554,0.006195356863838,0.542611837387085,
superconductivity,5,4812,TabPFN,0.09904444,0.0154090169817209,30.085926294326782,0.0800331459825605
superconductivity,5,7152,CheapBetterLGBMClassifier,0.097595625,0.0149239111026495,13.491616487503052,0.0789995348889585
superconductivity,5,7152,XT,0.09356743,0.0054342918235423,2.838621139526367,
superconductivity,5,7152,RF,0.09963651,0.0133522583473378,7.771082401275635,
superconductivity,5,7152,tabICL,0.099553004,0.0159162413328886,47.65198802947998,0.0838940720611174
superconductivity,5,7152,PartitionWise,0.06982605,0.005904030813085,0.6311764717102051,
superconductivity,5,7152,TabPFN,0.09664361,0.015385034494102,52.31042122840881,0.0821799467855055
superconductivity,5,10632,CheapBetterLGBMClassifier,0.103894375,0.0187255829642816,17.279891967773438,0.091845787699826
superconductivity,5,10632,XT,0.09399011,0.0084188524649045,3.494296073913574,
superconductivity,5,10632,RF,0.100151226,0.0162743341909766,11.16410207748413,
superconductivity,5,10632,tabICL,0.101806596,0.0188243817538023,72.59768271446228,0.0919816825110522
superconductivity,5,10632,PartitionWise,0.07106924,0.0059344478578777,0.7050418853759766,
superconductivity,5,10632,TabPFN,0.1012612,0.018754992634058,96.19076490402222,0.0908785406071749
superconductivity,6,300,CheapBetterLGBMClassifier,0.09466667,0.0076603216589874,1.8341314792633057,0.0459519104232743
superconductivity,6,300,XT,0.08466668,0.0024677081541838,3.2835068702697754,
superconductivity,6,300,RF,0.09533334,0.0070885970430727,4.04852819442749,
superconductivity,6,300,tabICL,0.09266667,0.0090396339073777,4.395609140396118,0.0590521586780013
superconductivity,6,300,PartitionWise,0.08533333,0.0068897856274017,0.1326906681060791,
superconductivity,6,300,TabPFN,0.08866667,0.0107732024043798,4.196136236190796,0.0561013383511961
superconductivity,6,446,CheapBetterLGBMClassifier,0.06767042,0.0074927967420632,2.353222608566284,0.047908402603517
superconductivity,6,446,XT,0.074696645,-0.0068506921130179,3.1978530883789062,
superconductivity,6,446,RF,0.08928341,0.0041433033193513,3.719517707824707,
superconductivity,6,446,tabICL,0.06856929,0.0046822130680084,5.049194097518921,0.0374981632230474
superconductivity,6,446,PartitionWise,0.07851186,0.0059789007541175,0.1255507469177246,
superconductivity,6,446,TabPFN,0.072604254,0.0064498023129999,3.5076968669891357,0.0456901957986547
superconductivity,6,663,CheapBetterLGBMClassifier,0.06201185,0.0044178600490665,3.1123085021972656,0.0318633022435479
superconductivity,6,663,XT,0.07269881,0.0009905925645362,3.463016986846924,
superconductivity,6,663,RF,0.06953976,0.0063325091397512,2.8036813735961914,
superconductivity,6,663,tabICL,0.059264075,0.0042348140850663,5.763390779495239,0.0351455010568636
superconductivity,6,663,PartitionWise,0.05022784,0.002689294192875,0.15049409866333,
superconductivity,6,663,TabPFN,0.0661677,0.005042856093496,4.917238712310791,0.0375316478406923
superconductivity,6,985,CheapBetterLGBMClassifier,0.088426396,0.0093813758732284,4.073984622955322,0.0508456767662657
superconductivity,6,985,XT,0.07532996,-0.0035216761875593,3.218747138977051,
superconductivity,6,985,RF,0.075533,0.0048962757568106,2.752408027648926,
superconductivity,6,985,tabICL,0.09492387,0.0108163971453905,7.154719114303589,0.0596311583634869
superconductivity,6,985,PartitionWise,0.07421319,0.0051356588721434,0.146834135055542,
superconductivity,6,985,TabPFN,0.089441635,0.0103223044425249,6.103563547134399,0.0543461009379879
superconductivity,6,1465,CheapBetterLGBMClassifier,0.08361776,0.007313791337925,6.403956651687622,0.047534023255772
superconductivity,6,1465,XT,0.06464164,-0.0108070292332417,2.60038161277771,
superconductivity,6,1465,RF,0.07255973,0.0006349973967301,3.0068492889404297,
superconductivity,6,1465,tabICL,0.087440275,0.0075811957940459,9.41302227973938,0.0476209610049819
superconductivity,6,1465,PartitionWise,0.069010235,0.0050561053612081,0.1548750400543213,
superconductivity,6,1465,TabPFN,0.08716724,0.0070750080049037,8.759901285171509,0.0451384513919448
superconductivity,6,2177,CheapBetterLGBMClassifier,0.080806494,0.0091700996924672,8.491846561431885,0.0544089134400812
superconductivity,6,2177,XT,0.07359128,-0.0062797185958208,2.311431407928467,
superconductivity,6,2177,RF,0.080806926,0.0044107154512034,3.7002615928649902,
superconductivity,6,2177,tabICL,0.08319267,0.010270744562149,12.167023420333862,0.0592105644662115
superconductivity,6,2177,PartitionWise,0.06169461,0.0048819299483254,0.244575023651123,
superconductivity,6,2177,TabPFN,0.08080692,0.0098828226327896,12.215543270111084,0.0563289659936163
superconductivity,6,3237,CheapBetterLGBMClassifier,0.09042017,0.009643454951137,11.984455108642578,0.0591653897244996
superconductivity,6,3237,XT,0.07401904,-0.0060420994331132,2.494572162628174,
superconductivity,6,3237,RF,0.08439384,0.0037705703396028,4.561140775680542,
superconductivity,6,3237,tabICL,0.084241994,0.0087538287043571,16.85105848312378,0.0553681500281779
superconductivity,6,3237,PartitionWise,0.06768351,0.0052833707185587,0.5336050987243652,
superconductivity,6,3237,TabPFN,0.08356146,0.0087395785376429,18.23760175704956,0.0561604715909449
superconductivity,6,4812,CheapBetterLGBMClassifier,0.098334685,0.0148848581512528,16.17624258995056,0.0796907899515339
superconductivity,6,4812,XT,0.08376883,0.0022229211222868,2.8968265056610107,
superconductivity,6,4812,RF,0.09623579,0.0112595362329459,6.005829095840454,
superconductivity,6,4812,tabICL,0.09841815,0.0151826096698641,24.130114555358887,0.0825576922398892
superconductivity,6,4812,PartitionWise,0.07639112,0.0063369614738749,0.6016488075256348,
superconductivity,6,4812,TabPFN,0.09530206,0.0151888607069849,30.613798141479492,0.0801501742106762
superconductivity,6,7152,CheapBetterLGBMClassifier,0.09905011,0.0162311522554498,18.6662175655365,0.0824310961514593
superconductivity,6,7152,XT,0.09064539,0.0057550202423934,3.464272975921631,
superconductivity,6,7152,RF,0.09674297,0.0133402165620842,8.848172187805176,
superconductivity,6,7152,tabICL,0.09974839,0.0161634348332881,37.52858209609985,0.0827644295105176
superconductivity,6,7152,PartitionWise,0.072344005,0.0060753037382855,0.6023464202880859,
superconductivity,6,7152,TabPFN,0.09734475,0.0161994658410549,54.03313374519348,0.0817368424543577
superconductivity,6,10632,CheapBetterLGBMClassifier,0.10342419,0.0189650514764065,24.448530435562137,0.0914133228646205
superconductivity,6,10632,XT,0.09624694,0.0100664633411416,4.208563804626465,
superconductivity,6,10632,RF,0.09970852,0.0170883115838208,12.950753688812256,
superconductivity,6,10632,tabICL,0.10492925,0.0193091183900833,60.215673208236694,0.0937409697859379
superconductivity,6,10632,PartitionWise,0.074623264,0.0062417921545044,0.6131763458251953,
superconductivity,6,10632,TabPFN,0.104383945,0.0190292317420244,101.86676120758057,0.0912884383289905
superconductivity,7,300,CheapBetterLGBMClassifier,0.08,0.0045133490853459,1.721259593963623,0.0402137036004826
superconductivity,7,300,XT,0.067,-0.008152774380313,3.293954372406006,
superconductivity,7,300,RF,0.08733334,-0.0016063669729056,4.0357537269592285,
superconductivity,7,300,tabICL,0.08533333,-0.0004077918711118,4.278439998626709,0.0353868082675554
superconductivity,7,300,PartitionWise,0.08466667,0.0050934921815318,0.1260108947753906,
superconductivity,7,300,TabPFN,0.07200001,0.0050427392125129,4.180306434631348,0.042349754324875
superconductivity,7,446,CheapBetterLGBMClassifier,0.07223971,0.0131247780400873,2.2940926551818848,0.0616346560861762
superconductivity,7,446,XT,0.06015981,0.0045335931582498,3.168721914291382,
superconductivity,7,446,RF,0.061847698,0.0093320782468942,3.7684712409973145,
superconductivity,7,446,tabICL,0.077563055,0.0106570767238736,4.839788913726807,0.066577327662666
superconductivity,7,446,PartitionWise,0.08521348,0.0062845250461332,0.1268045902252197,
superconductivity,7,446,TabPFN,0.07756305,0.0112815536558628,3.4685912132263184,0.0675629828512265
superconductivity,7,663,CheapBetterLGBMClassifier,0.080972895,0.0053455693054311,3.3461215496063232,0.0417825939241311
superconductivity,7,663,XT,0.07451129,0.0062297270775861,3.5116493701934814,
superconductivity,7,663,RF,0.08129529,0.0072101727463454,2.766512393951416,
superconductivity,7,663,tabICL,0.083087265,0.0077352151274681,5.76153564453125,0.0468730638497886
superconductivity,7,663,PartitionWise,0.067409426,0.0056707927273878,0.137810468673706,
superconductivity,7,663,TabPFN,0.08672819,0.0076252417638897,4.698278188705444,0.0449650238030967
superconductivity,7,985,CheapBetterLGBMClassifier,0.11116753,0.0136362970978653,4.408562183380127,0.0726935536746108
superconductivity,7,985,XT,0.09664974,0.0074830258291942,3.32598876953125,
superconductivity,7,985,RF,0.11045685,0.0142914604517065,2.6582155227661133,
superconductivity,7,985,tabICL,0.11522843,0.0129391327500343,6.997173547744751,0.0709140261677757
superconductivity,7,985,PartitionWise,0.09005076,0.0076915244148011,0.1399011611938476,
superconductivity,7,985,TabPFN,0.11705583,0.0139893274754285,5.9848222732543945,0.0723821451930061
superconductivity,7,1465,CheapBetterLGBMClassifier,0.085119456,0.0071640076171092,6.011297225952148,0.0504964996142329
superconductivity,7,1465,XT,0.08163823,-0.0059976600947185,2.38326096534729,
superconductivity,7,1465,RF,0.08116041,0.0018234956674252,2.8728597164154053,
superconductivity,7,1465,tabICL,0.0868942,0.0076348544098436,9.055588722229004,0.0513809345449683
superconductivity,7,1465,PartitionWise,0.07856655,0.0055888168062325,0.1456005573272705,
superconductivity,7,1465,TabPFN,0.080341294,0.0065409368835389,8.532249212265015,0.0460776291574713
superconductivity,7,2177,CheapBetterLGBMClassifier,0.09459053,0.0147822326158492,8.526797771453857,0.0707226187008635
superconductivity,7,2177,XT,0.08746453,0.0042144791824452,2.1886229515075684,
superconductivity,7,2177,RF,0.097439535,0.0122347997674357,3.4736289978027344,
superconductivity,7,2177,tabICL,0.09504208,0.0144813861697912,12.109678745269775,0.0700656039590671
superconductivity,7,2177,PartitionWise,0.080253296,0.0060686168328097,0.2413043975830078,
superconductivity,7,2177,TabPFN,0.09504862,0.0131233585998415,12.5513277053833,0.0639339817638233
superconductivity,7,3237,CheapBetterLGBMClassifier,0.09592412,0.0135809307309412,12.10136365890503,0.07251287417734
superconductivity,7,3237,XT,0.08031891,0.0044409649091451,2.4349889755249023,
superconductivity,7,3237,RF,0.087367244,0.0113281620288804,4.292792320251465,
superconductivity,7,3237,tabICL,0.094130084,0.0131772849708795,16.780997037887573,0.0735488991552271
superconductivity,7,3237,PartitionWise,0.07757093,0.0064264777213037,0.5344874858856201,
superconductivity,7,3237,TabPFN,0.09079398,0.0126441614702343,18.154568433761597,0.0697910319381632
superconductivity,7,4812,CheapBetterLGBMClassifier,0.10133208,0.0174696594885671,15.172770023345947,0.083505913984318
superconductivity,7,4812,XT,0.092085615,0.006310420543508,2.808920621871948,
superconductivity,7,4812,RF,0.10187187,0.015225236590407,5.853625774383545,
superconductivity,7,4812,tabICL,0.09967069,0.0169176701456308,24.17311310768127,0.0823798115375266
superconductivity,7,4812,PartitionWise,0.07809737,0.006838389906054,0.5370328426361084,
superconductivity,7,4812,TabPFN,0.10050155,0.0167570728808641,30.37440586090088,0.0794375414970145
superconductivity,7,7152,CheapBetterLGBMClassifier,0.101984024,0.0177903728801599,18.331122398376465,0.0889865409197701
superconductivity,7,7152,XT,0.09300791,0.0105597644879435,3.1905088424682617,
superconductivity,7,7152,RF,0.099579714,0.0165417318170266,8.14064621925354,
superconductivity,7,7152,tabICL,0.10447444,0.0193337015807628,36.99875235557556,0.0932928133599034
superconductivity,7,7152,PartitionWise,0.07645242,0.0065724052768408,0.6027822494506836,
superconductivity,7,7152,TabPFN,0.099720225,0.0183386169373989,53.79442882537842,0.0890031833044758
superconductivity,7,10632,CheapBetterLGBMClassifier,0.10831438,0.0203976888637724,23.251458168029785,0.098598186073342
superconductivity,7,10632,XT,0.096820295,0.0114217210662818,4.0232627391815186,
superconductivity,7,10632,RF,0.10792871,0.0184764995889224,12.046677827835085,
superconductivity,7,10632,tabICL,0.10908502,0.020741906017065,59.93688726425171,0.1001541177162513
superconductivity,7,10632,PartitionWise,0.074566506,0.0061435701261779,0.6217615604400635,
superconductivity,7,10632,TabPFN,0.10584936,0.0201184209436178,101.8548822402954,0.0966727296242102
superconductivity,8,300,CheapBetterLGBMClassifier,0.072666675,0.0006484363179339,2.655332088470459,0.0300060900773144
superconductivity,8,300,XT,0.08100001,-0.0106272559263662,1.6604430675506592,
superconductivity,8,300,RF,0.08833334,0.0001022625921523,1.8829920291900637,
superconductivity,8,300,tabICL,0.083333336,0.002484643831849,2.733677387237549,0.0476174426917494
superconductivity,8,300,PartitionWise,0.08466667,0.003231914638851,0.1282274723052978,
superconductivity,8,300,TabPFN,0.090666674,0.0006483599427156,3.4372761249542236,0.0415159029607238
superconductivity,8,446,CheapBetterLGBMClassifier,0.082057424,0.0111177277276804,2.897952079772949,0.0489133983967726
superconductivity,8,446,XT,0.07423721,0.0034231558622141,1.6548664569854736,
superconductivity,8,446,RF,0.080069914,0.0102483068329914,1.8549327850341797,
superconductivity,8,446,tabICL,0.08251685,0.0071737379767,2.7938010692596436,0.0297978147135029
superconductivity,8,446,PartitionWise,0.08122846,0.0047389875037111,0.2166357040405273,
superconductivity,8,446,TabPFN,0.076669164,0.0076587498188018,1.9629781246185305,0.0284783347711811
superconductivity,8,663,CheapBetterLGBMClassifier,0.08701299,0.0095592995358892,3.26281213760376,0.0555152834428548
superconductivity,8,663,XT,0.0819025,0.0003954287284941,1.7147116661071775,
superconductivity,8,663,RF,0.08671794,0.0048845618885108,2.382225275039673,
superconductivity,8,663,tabICL,0.08580543,0.0073155937716364,2.94665789604187,0.0519572653861612
superconductivity,8,663,PartitionWise,0.064691275,0.0049296489595363,0.2073655128479004,
superconductivity,8,663,TabPFN,0.085222155,0.0075941518880426,2.5634450912475586,0.0532475539537043
superconductivity,8,985,CheapBetterLGBMClassifier,0.087614216,0.0108621784275291,4.194930553436279,0.0613406204281334
superconductivity,8,985,XT,0.0884264,-0.0029300741754888,2.1206326484680176,
superconductivity,8,985,RF,0.09725888,0.0051753446578961,3.008725166320801,
superconductivity,8,985,tabICL,0.090253815,0.0090660108253359,3.76261305809021,0.0555987527875512
superconductivity,8,985,PartitionWise,0.07807106,0.0050249029849418,0.2109298706054687,
superconductivity,8,985,TabPFN,0.08741118,0.0082272496074438,2.783483505249023,0.0512802025584786
superconductivity,8,1465,CheapBetterLGBMClassifier,0.08839591,0.0088292753121818,5.037611961364746,0.0567655664157122
superconductivity,8,1465,XT,0.077883966,-0.0031604132697371,1.8755972385406496,
superconductivity,8,1465,RF,0.069078505,0.0043535705255555,3.8256256580352783,
superconductivity,8,1465,tabICL,0.088259384,0.0077539086341857,4.346452951431274,0.05641060228362
superconductivity,8,1465,PartitionWise,0.06546075,0.0044692760341762,0.2318649291992187,
superconductivity,8,1465,TabPFN,0.08443686,0.0088415322825312,4.711265802383423,0.0597279464723102
superconductivity,8,2177,CheapBetterLGBMClassifier,0.094672576,0.0119652203055433,6.369609117507935,0.0631029478106048
superconductivity,8,2177,XT,0.08717738,0.005194261111225,1.960338115692139,
superconductivity,8,2177,RF,0.09347285,0.0099666896929408,3.500073194503784,
superconductivity,8,2177,tabICL,0.093570605,0.0119897406548261,4.94019079208374,0.0625913735924212
superconductivity,8,2177,PartitionWise,0.07703617,0.0058915555596445,0.5739507675170898,
superconductivity,8,2177,TabPFN,0.08630371,0.011652803979814,5.612149477005005,0.0599908706245867
superconductivity,8,3237,CheapBetterLGBMClassifier,0.0958582,0.0145803934950099,8.28825330734253,0.0746874537104456
superconductivity,8,3237,XT,0.09629597,0.0054821652712748,2.3083271980285645,
superconductivity,8,3237,RF,0.09929061,0.0133245459920019,4.173924684524536,
superconductivity,8,3237,tabICL,0.0978357,0.0143735129386186,7.071829557418823,0.0763077863608248
superconductivity,8,3237,PartitionWise,0.073612966,0.0062282463945715,0.782637357711792,
superconductivity,8,3237,TabPFN,0.09616512,0.0154594164341688,6.845740556716919,0.0773001858149416
superconductivity,8,4812,CheapBetterLGBMClassifier,0.097631834,0.0140726416563475,9.49971318244934,0.0755830996306055
superconductivity,8,4812,XT,0.08765855,0.004157974001738,2.7921764850616455,
superconductivity,8,4812,RF,0.096697286,0.0119916884625778,4.782902240753174,
superconductivity,8,4812,tabICL,0.09979159,0.014770763926208,8.795279264450073,0.0778523946067082
superconductivity,8,4812,PartitionWise,0.07277586,0.0064046945811505,0.619664192199707,
superconductivity,8,4812,TabPFN,0.09804886,0.014613414183259,9.649096965789797,0.0762166196366536
superconductivity,8,7152,CheapBetterLGBMClassifier,0.100419536,0.0164814471947332,11.177448749542236,0.0825550295494019
superconductivity,8,7152,XT,0.0921987,0.0064708511118299,3.2490177154541016,
superconductivity,8,7152,RF,0.09913417,0.0138050454021835,6.39983606338501,
superconductivity,8,7152,tabICL,0.10402761,0.0165445432066917,12.065915584564207,0.0846445550698023
superconductivity,8,7152,PartitionWise,0.073600724,0.005911024277693,1.0338425636291504,
superconductivity,8,7152,TabPFN,0.100840375,0.0163859538733959,16.448206186294556,0.0831128110665064
superconductivity,8,10632,CheapBetterLGBMClassifier,0.10351765,0.018746242416513,14.49266004562378,0.0900905336210412
superconductivity,8,10632,XT,0.09258012,0.0102020897362003,3.4927818775177,
superconductivity,8,10632,RF,0.10164603,0.0177494250201944,9.733624935150146,
superconductivity,8,10632,tabICL,0.10421382,0.0198840219527483,17.1050705909729,0.0944441771249698
superconductivity,8,10632,PartitionWise,0.074511126,0.0062762891728608,1.0485355854034424,
superconductivity,8,10632,TabPFN,0.103141464,0.0194890946149826,26.118266820907593,0.09148710725116
superconductivity,9,300,CheapBetterLGBMClassifier,0.11600001,0.0126664786006326,2.937793016433716,0.0885377289104789
superconductivity,9,300,XT,0.12866667,0.0200843065284269,1.506545066833496,
superconductivity,9,300,RF,0.12766668,0.0197770472691677,1.9338266849517824,
superconductivity,9,300,tabICL,0.13266668,0.0219005681574344,6.574042558670044,0.0990254661292961
superconductivity,9,300,PartitionWise,0.09199999,0.0067685819038324,0.2125709056854248,
superconductivity,9,300,TabPFN,0.12666668,0.0167856775224208,4.681969404220581,0.0947141429634026
superconductivity,9,446,CheapBetterLGBMClassifier,0.072679155,0.0032876135821789,2.479534149169922,0.0226205914471452
superconductivity,9,446,XT,0.056524348,-0.011985376095254,1.5526950359344482,
superconductivity,9,446,RF,0.06351061,-0.0010745949934,2.0477256774902344,
superconductivity,9,446,tabICL,0.072274655,0.0044271908700466,8.00083065032959,0.0287377061908327
superconductivity,9,446,PartitionWise,0.07137578,0.0035047363945642,0.1186280250549316,
superconductivity,9,446,TabPFN,0.06864919,0.0043063545599579,6.311973333358765,0.0241472127502046
superconductivity,9,663,CheapBetterLGBMClassifier,0.0918797,0.0133220059994814,3.0088014602661133,0.0646343114874437
superconductivity,9,663,XT,0.08266121,-0.0053838357753433,1.790904521942139,
superconductivity,9,663,RF,0.09701072,0.0064308104831358,2.4620985984802246,
superconductivity,9,663,tabICL,0.104818866,0.0123690571635961,11.538305044174194,0.0685134400756231
superconductivity,9,663,PartitionWise,0.09697425,0.0090321385717792,0.2356107234954834,
superconductivity,9,663,TabPFN,0.09034632,0.0127890007570385,8.078295230865479,0.0673976381451956
superconductivity,9,985,CheapBetterLGBMClassifier,0.105279185,0.0198497210395414,4.210898399353027,0.0880645118907316
superconductivity,9,985,XT,0.09177666,0.0049750278760843,1.8468546867370603,
superconductivity,9,985,RF,0.0977665,0.0147277853345841,2.556457042694092,
superconductivity,9,985,tabICL,0.10852792,0.0169236455112695,10.58123517036438,0.0844178686144514
superconductivity,9,985,PartitionWise,0.085380696,0.0075024883184363,0.1431760787963867,
superconductivity,9,985,TabPFN,0.10751269,0.0178213343024253,7.226078033447266,0.0853079447748823
superconductivity,9,1465,CheapBetterLGBMClassifier,0.0912628,0.0133487718898384,5.467391729354858,0.0678264317578141
superconductivity,9,1465,XT,0.08846417,0.0046411458497496,1.9302680492401123,
superconductivity,9,1465,RF,0.095017076,0.0128373992302158,2.7218074798583984,
superconductivity,9,1465,tabICL,0.09058021,0.0154367117211222,14.343989849090576,0.0680941597290634
superconductivity,9,1465,PartitionWise,0.0752901,0.0057827056683847,0.1356754302978515,
superconductivity,9,1465,TabPFN,0.08703072,0.0129972696304321,10.240755319595335,0.0605269239016174
superconductivity,9,2177,CheapBetterLGBMClassifier,0.11727154,0.0219971395186408,7.370025873184204,0.0976038675542738
superconductivity,9,2177,XT,0.10891785,0.0129740507179829,1.945866346359253,
superconductivity,9,2177,RF,0.110658646,0.0212864696308015,3.0772995948791504,
superconductivity,9,2177,tabICL,0.11571044,0.0200774148106575,18.278823137283325,0.0982517577390534
superconductivity,9,2177,PartitionWise,0.09926605,0.0106431644174685,0.2769761085510254,
superconductivity,9,2177,TabPFN,0.11249584,0.019108410924673,16.149028778076172,0.0957666016797883
superconductivity,9,3237,CheapBetterLGBMClassifier,0.11136929,0.0181519041742181,10.692740678787231,0.0897342284303168
superconductivity,9,3237,XT,0.09746619,0.0058238986645959,2.2318294048309326,
superconductivity,9,3237,RF,0.111986615,0.0152738892191782,3.9077017307281494,
superconductivity,9,3237,tabICL,0.1091422,0.0174751691520214,27.12482500076294,0.0889261080534532
superconductivity,9,3237,PartitionWise,0.08374329,0.0075469396533921,0.5923388004302979,
superconductivity,9,3237,TabPFN,0.10537477,0.0174045301973819,25.507389068603516,0.0861305935890749
superconductivity,9,4812,CheapBetterLGBMClassifier,0.107980825,0.0179797148036091,12.437391996383669,0.0888966717991861
superconductivity,9,4812,XT,0.09617386,0.0089679091800492,2.5034031867980957,
superconductivity,9,4812,RF,0.103554726,0.0158095183004376,5.347362518310547,
superconductivity,9,4812,tabICL,0.10785432,0.0176418907940387,37.92125964164734,0.0881127278662252
superconductivity,9,4812,PartitionWise,0.079882465,0.0077898343548173,0.5701103210449219,
superconductivity,9,4812,TabPFN,0.107687436,0.0173120182007551,37.3850679397583,0.0858063291168737
superconductivity,9,7152,CheapBetterLGBMClassifier,0.1135077,0.0239201532471335,15.65735363960266,0.104111226985875
superconductivity,9,7152,XT,0.108446434,0.0167799562163931,2.921595573425293,
superconductivity,9,7152,RF,0.11542318,0.0228591659463375,7.727005481719971,
superconductivity,9,7152,tabICL,0.113143824,0.0237043742090463,57.93498754501343,0.1058743729595127
superconductivity,9,7152,PartitionWise,0.086410806,0.0085467192815156,1.081385374069214,
superconductivity,9,7152,TabPFN,0.113536336,0.023845262825489,61.83634161949158,0.1041601076129856
superconductivity,9,10632,CheapBetterLGBMClassifier,0.1177208,0.025681031817275,20.8481388092041,0.1130134823974025
superconductivity,9,10632,XT,0.11082778,0.0187307658319546,3.670686721801758,
superconductivity,9,10632,RF,0.11736405,0.0251542157951864,11.36319065093994,
superconductivity,9,10632,tabICL,0.11903794,0.0269547160714864,85.33053469657898,0.1161190376821101
superconductivity,9,10632,PartitionWise,0.08606042,0.0084681803520111,0.6203374862670898,
superconductivity,9,10632,TabPFN,0.11587814,0.0261659324169158,114.221661567688,0.1134298966470301
diamonds,0,300,BetterCatBoost,0.12600001692771912,0.02954918413331774,5.242659091949463,0.11353933143987711
diamonds,0,495,BetterCatBoost,0.10606062412261963,0.013742121009668712,4.30013632774353,0.08915403960196248
diamonds,0,815,BetterCatBoost,0.10171780735254288,0.016903823845080095,3.8481287956237793,0.09879602162117
diamonds,0,1344,BetterCatBoost,0.13110914826393127,0.02859109925079959,4.904643535614014,0.13208242565352268
diamonds,0,2215,BetterCatBoost,0.10568848997354507,0.026173601750284093,5.427332878112793,0.11176182993268438
diamonds,0,3652,BetterCatBoost,0.1145651564002037,0.0277064815368225,6.5820088386535645,0.12318359710228984
diamonds,0,6020,BetterCatBoost,0.11946843564510345,0.02799058385034004,6.9665021896362305,0.12684285037714405
diamonds,0,9925,BetterCatBoost,0.12007053941488266,0.029453576205381565,9.142407417297363,0.13097302848461106
diamonds,0,16360,BetterCatBoost,0.11827628314495087,0.02896820748098191,12.978894710540771,0.12825344792370932
diamonds,0,26970,BetterCatBoost,0.1187245100736618,0.028123263125893937,17.847887992858887,0.12766069207083225
diamonds,1,300,BetterCatBoost,0.08533333986997604,0.031041975599052547,14.77257513999939,0.10404842701921364
diamonds,1,495,BetterCatBoost,0.10161618143320084,0.019854034989893098,13.401703596115112,0.1016792754890822
diamonds,1,815,BetterCatBoost,0.11963190883398056,0.02747703428407926,13.959193229675293,0.12282207397683212
diamonds,1,1344,BetterCatBoost,0.1133873462677002,0.02364002087448496,12.585493564605713,0.11398202313776455
diamonds,1,2215,BetterCatBoost,0.11887134611606598,0.02629240718707367,6.759084701538086,0.1179743376750986
diamonds,1,3652,BetterCatBoost,0.13389959931373596,0.034263247156772154,5.9953508377075195,0.1437870634069415
diamonds,1,6020,BetterCatBoost,0.12345515191555023,0.030521594689150805,7.006044626235962,0.1321326465628454
diamonds,1,9925,BetterCatBoost,0.12676069140434265,0.03174141391166328,9.473968744277954,0.13670876989707503
diamonds,1,16360,BetterCatBoost,0.12672372162342072,0.03161291343388763,14.477844953536987,0.1368653262351577
diamonds,1,26970,BetterCatBoost,0.12757137417793274,0.03237662406290413,21.42163395881653,0.1392930650376592
diamonds,2,300,BetterCatBoost,0.10333333909511566,0.013892278329535554,7.696143627166748,0.07401562568396984
diamonds,2,495,BetterCatBoost,0.08909092843532562,0.03091603478455699,7.067912817001343,0.10984974335020872
diamonds,2,815,BetterCatBoost,0.12748467922210693,0.02424946912652325,6.377147912979126,0.12620961185429574
diamonds,2,1344,BetterCatBoost,0.10491816699504852,0.020613727500991143,6.821640491485596,0.10587348457048033
diamonds,2,2215,BetterCatBoost,0.11336344480514526,0.024365334489374155,6.397005558013916,0.11554226836726764
diamonds,2,3652,BetterCatBoost,0.11461973190307617,0.023980853360523087,7.048403263092041,0.11260651554626508
diamonds,2,6020,BetterCatBoost,0.12023256719112396,0.02534850440383147,8.271871566772461,0.12104125724672907
diamonds,2,9925,BetterCatBoost,0.12236776202917099,0.028531893541446907,11.967230319976807,0.12788879534750955
diamonds,2,16360,BetterCatBoost,0.12223716080188751,0.02958615182721457,17.097789525985718,0.13021084942059735
diamonds,2,26970,BetterCatBoost,0.12295883893966675,0.029785352198641098,24.413246393203735,0.13257895539962422
diamonds,3,300,BetterCatBoost,0.11800001561641693,0.03477676697811836,7.59172248840332,0.1175997226183586
diamonds,3,495,BetterCatBoost,0.11656566709280014,0.03626364483811458,8.37316608428955,0.13499265967621793
diamonds,3,815,BetterCatBoost,0.12184049934148788,0.03236058840111737,7.023374795913696,0.13277848369685946
diamonds,3,1344,BetterCatBoost,0.12825500965118408,0.022133283605608536,6.189611911773682,0.11180619284659296
diamonds,3,2215,BetterCatBoost,0.11471784114837646,0.027042852618661167,6.819334030151367,0.11560637712712385
diamonds,3,3652,BetterCatBoost,0.12140637636184692,0.027220659032303286,7.779834985733032,0.12137003475237143
diamonds,3,6020,BetterCatBoost,0.12328903377056122,0.029410610376371337,9.199705362319946,0.12978832813223634
diamonds,3,9925,BetterCatBoost,0.12138035148382187,0.029926809041093294,10.795173168182373,0.13081409183675705
diamonds,3,16360,BetterCatBoost,0.12647923827171326,0.032516727992662295,16.932579040527344,0.13773765451446918
diamonds,3,26970,BetterCatBoost,0.1260882467031479,0.03282298038717822,24.118773221969604,0.1395802069725829
diamonds,4,300,BetterCatBoost,0.11600001156330109,0.03418267775370841,5.760440349578857,0.1364533384193254
diamonds,4,495,BetterCatBoost,0.13515152037143707,0.03206291273709068,5.945839166641235,0.13476086385411595
diamonds,4,815,BetterCatBoost,0.10981595516204834,0.019690272380623486,5.978466510772705,0.09153942581177776
diamonds,4,1344,BetterCatBoost,0.12605392932891846,0.03245661057935038,6.312074422836304,0.13654416811573908
diamonds,4,2215,BetterCatBoost,0.12997743487358093,0.03455204498214806,6.438740491867065,0.1439289491460929
diamonds,4,3652,BetterCatBoost,0.12310875952243805,0.028704469248972707,7.702622652053833,0.12912147764652931
diamonds,4,6020,BetterCatBoost,0.11627908051013947,0.027839334879398416,10.582196474075317,0.12446675317514795
diamonds,4,9925,BetterCatBoost,0.11900252103805542,0.027326948693569386,13.452066659927368,0.1239107178999788
diamonds,4,16360,BetterCatBoost,0.12405868619680405,0.02996682285948824,19.756402730941772,0.13184034436746453
diamonds,4,26970,BetterCatBoost,0.123648501932621,0.03029595668363186,29.880560398101807,0.13327298863071224
diamonds,5,300,BetterCatBoost,0.1340000182390213,0.02167653053407729,3.8536159992218018,0.11797848477879577
diamonds,5,495,BetterCatBoost,0.10323234647512436,0.013808586947504451,4.857266187667847,0.08756396298809924
diamonds,5,815,BetterCatBoost,0.10834356397390366,0.02216502859503299,4.739733457565308,0.10378429750376021
diamonds,5,1344,BetterCatBoost,0.10356767475605011,0.021406788959625427,4.674310922622681,0.10749468236685038
diamonds,5,2215,BetterCatBoost,0.12049663066864014,0.025524543315852986,4.537556171417236,0.12007513918406884
diamonds,5,3652,BetterCatBoost,0.1214703917503357,0.029118949737316817,5.949273109436035,0.12620021760136216
diamonds,5,6020,BetterCatBoost,0.11362127214670181,0.025802128676518543,6.864590167999268,0.11621755867289725
diamonds,5,9925,BetterCatBoost,0.12200503051280975,0.029473763065421453,7.804197072982788,0.13007381194785583
diamonds,5,16360,BetterCatBoost,0.1177750676870346,0.02845205298320752,12.110697031021118,0.1273762355079626
diamonds,5,26970,BetterCatBoost,0.11979977786540985,0.028752525973663123,16.24402093887329,0.1293891075507521
diamonds,6,300,BetterCatBoost,0.0806666761636734,0.0046352840394475615,5.611130714416504,0.053678834489388615
diamonds,6,495,BetterCatBoost,0.10525254160165787,0.02115506161692373,5.226162433624268,0.10075534274919637
diamonds,6,815,BetterCatBoost,0.12061350047588348,0.024582548860873972,7.02859902381897,0.12241250663278473
diamonds,6,1344,BetterCatBoost,0.11918660253286362,0.024795140651332797,5.242807626724243,0.11475898651823635
diamonds,6,2215,BetterCatBoost,0.11923251301050186,0.026054995447200198,5.840256929397583,0.1220092504925094
diamonds,6,3652,BetterCatBoost,0.12672609090805054,0.030132079284770713,9.740140199661255,0.13549341946493806
diamonds,6,6020,BetterCatBoost,0.11039868742227554,0.023681326341302517,8.071040153503418,0.11213820215893056
diamonds,6,9925,BetterCatBoost,0.11914358288049698,0.029521160792817424,14.114311218261719,0.12965186089365643
diamonds,6,16360,BetterCatBoost,0.12298288196325302,0.029107395944245017,19.28917145729065,0.13005504421949957
diamonds,6,26970,BetterCatBoost,0.12338896095752716,0.030191278522214742,31.945435047149658,0.13378342633884657
diamonds,7,300,BetterCatBoost,0.09933334589004517,0.012717704563203947,7.014435768127441,0.07384933470779359
diamonds,7,495,BetterCatBoost,0.10565657913684845,0.017548379839816615,5.828085660934448,0.09371665898389772
diamonds,7,815,BetterCatBoost,0.14122699201107025,0.0320639560428138,6.916196346282959,0.1379698661435858
diamonds,7,1344,BetterCatBoost,0.14284248650074005,0.03280289996358031,7.655957937240601,0.1432089031406198
diamonds,7,2215,BetterCatBoost,0.1148984283208847,0.024380907427619346,7.576483964920044,0.11518775394469985
diamonds,7,3652,BetterCatBoost,0.12009700387716293,0.030643587590363036,9.136654138565063,0.1303000675682604
diamonds,7,6020,BetterCatBoost,0.12255815416574478,0.03156941911327459,10.13445258140564,0.13320776202821935
diamonds,7,9925,BetterCatBoost,0.12665995955467224,0.031825072509471405,11.816800355911255,0.1374369038176051
diamonds,7,16360,BetterCatBoost,0.1240953579545021,0.03149301091358222,20.518162488937378,0.1362514887497908
diamonds,7,26970,BetterCatBoost,0.12691882252693176,0.032176201794079914,26.010614156723022,0.1393606590435254
diamonds,8,300,BetterCatBoost,0.11333334445953369,0.020251387820111898,10.852668762207031,0.10318610378089259
diamonds,8,495,BetterCatBoost,0.10808080434799194,0.010971487298598275,9.620737791061401,0.07526002358602556
diamonds,8,815,BetterCatBoost,0.12601228058338165,0.03192228520138282,12.178606986999512,0.13024446995239783
diamonds,8,1344,BetterCatBoost,0.10982634127140045,0.02738465825718688,10.638853788375854,0.1161722751049666
diamonds,8,2215,BetterCatBoost,0.11282167583703995,0.024641002181076097,9.868666887283325,0.11511601329895756
diamonds,8,3652,BetterCatBoost,0.118074931204319,0.027876338802182227,12.66169285774231,0.12628856164200636
diamonds,8,6020,BetterCatBoost,0.119368776679039,0.027832623042587434,14.990406274795532,0.12487550544436625
diamonds,8,9925,BetterCatBoost,0.12140051275491714,0.029898941526630918,20.53439688682556,0.12930117396542587
diamonds,8,16360,BetterCatBoost,0.12008558213710785,0.02947140693698518,29.707449913024902,0.12961345079024225
diamonds,8,26970,BetterCatBoost,0.12276605516672134,0.03023850112639327,44.01712489128113,0.13270155160476374
diamonds,9,300,BetterCatBoost,0.1313333511352539,0.027440558317022586,9.157129287719727,0.12597821623115565
diamonds,9,495,BetterCatBoost,0.11414141952991486,0.018388578123436923,10.843696355819702,0.10363553236392095
diamonds,9,815,BetterCatBoost,0.10539877414703369,0.015726537520002005,9.063057661056519,0.09111008008658228
diamonds,9,1344,BetterCatBoost,0.1191888228058815,0.0309968456394482,12.030629634857178,0.1273434690610024
diamonds,9,2215,BetterCatBoost,0.11417607218027115,0.02525067973798837,15.332709550857544,0.1132786539297819
diamonds,9,3652,BetterCatBoost,0.11275836080312729,0.024879605135321625,9.20906949043274,0.11738796693131226
diamonds,9,6020,BetterCatBoost,0.1195681244134903,0.02845663802095653,7.694256067276001,0.1288702576093008
diamonds,9,9925,BetterCatBoost,0.12037279456853867,0.028604303809670856,7.766712427139282,0.12790340517351628
diamonds,9,16360,BetterCatBoost,0.12345967441797256,0.030096000255123517,12.933994770050049,0.13324397072316038
diamonds,9,26970,BetterCatBoost,0.12192808091640472,0.029811802279795872,17.58185839653015,0.13190120071889933
deliverytime,0,300,BetterCatBoost,0.014000007882714272,-0.0007350822019237355,5.970226049423218,-0.00352863203289584
deliverytime,0,485,BetterCatBoost,0.047628868371248245,0.0008171324988766271,8.357362270355225,0.010948845276876696
deliverytime,0,785,BetterCatBoost,0.029426753520965576,0.000963402011710679,8.02170729637146,0.005642032369017946
deliverytime,0,1271,BetterCatBoost,0.03234459459781647,0.0007595030558738864,7.175652742385864,0.003194196747195732
deliverytime,0,2056,BetterCatBoost,0.011002765968441963,0.00033356205148520057,8.078354597091675,0.001228201651949945
deliverytime,0,3326,BetterCatBoost,0.04065370559692383,0.0016964516292271524,8.883797883987427,0.010015352864441763
deliverytime,0,5382,BetterCatBoost,0.040618784725666046,0.0020733077133483655,10.74608588218689,0.01149219144072674
deliverytime,0,8708,BetterCatBoost,0.04871390759944916,0.003672263981198756,11.38150930404663,0.019102310814616552
deliverytime,0,14090,BetterCatBoost,0.049425121396780014,0.003949847899357398,16.796687364578247,0.020581170851867902
deliverytime,0,22797,BetterCatBoost,0.05335336923599243,0.004207219351015002,24.469622373580933,0.022901398711726174
deliverytime,1,300,BetterCatBoost,0.0006666682893410325,-0.00040831494898889984,8.249265193939209,-0.0003535914495785053
deliverytime,1,485,BetterCatBoost,0.0047422610223293304,-0.0004963421933818407,7.382961273193359,-0.003710101783036368
deliverytime,1,785,BetterCatBoost,0.031464967876672745,-0.0014907416009905833,8.207512378692627,0.0014404746914030043
deliverytime,1,1271,BetterCatBoost,0.014554890803992748,0.00013271446654289503,6.942678689956665,0.0019235613974640908
deliverytime,1,2056,BetterCatBoost,0.03540429845452309,0.001149035122294456,8.324076414108276,0.0074335043870248805
deliverytime,1,3326,BetterCatBoost,0.04311363771557808,0.0020522627396527713,8.766592025756836,0.011850437461716046
deliverytime,1,5382,BetterCatBoost,0.043515242636203766,0.0025557361154758098,9.957321166992188,0.015881118668514528
deliverytime,1,8708,BetterCatBoost,0.04540730267763138,0.002440652854063216,11.949444770812988,0.014896931517860867
deliverytime,1,14090,BetterCatBoost,0.04662881791591644,0.0029972192927214757,14.879889011383057,0.018916115653455978
deliverytime,1,22797,BetterCatBoost,0.049361761659383774,0.0035217234225697223,24.06439208984375,0.021275557889313224
deliverytime,2,300,BetterCatBoost,0.019333314150571823,-0.0003609107972317643,8.450422525405884,-0.0006098371105931255
deliverytime,2,485,BetterCatBoost,0.012577332556247711,0.000270518143279154,13.153888463973999,0.002349077806436167
deliverytime,2,785,BetterCatBoost,0.006751582957804203,9.615243328391365e-05,11.187813520431519,0.0006648365529847045
deliverytime,2,1271,BetterCatBoost,0.035798054188489914,0.00034350923437228285,11.5137300491333,0.004815139224709497
deliverytime,2,2056,BetterCatBoost,0.05613705515861511,0.0035288111613663133,14.186261653900146,0.018612344876680675
deliverytime,2,3326,BetterCatBoost,0.053039442747831345,0.0035552481624591655,14.857199907302856,0.020132472042215455
deliverytime,2,5382,BetterCatBoost,0.044331565499305725,0.0024430342309688406,14.818373441696167,0.015323783134045666
deliverytime,2,8708,BetterCatBoost,0.04207758978009224,0.0025050783180696895,19.16696572303772,0.015258534497455878
deliverytime,2,14090,BetterCatBoost,0.05033356696367264,0.0035107400125898107,27.168777227401733,0.02001075733213904
deliverytime,2,22797,BetterCatBoost,0.05302894115447998,0.004212018448120183,48.79865050315857,0.02375091736174041
deliverytime,3,300,BetterCatBoost,0.02133333310484886,0.00039078132524441174,5.229185581207275,0.0035969917276697017
deliverytime,3,485,BetterCatBoost,-0.0158762838691473,-0.0005074562207499078,6.461973428726196,-0.002930418600915463
deliverytime,3,785,BetterCatBoost,0.017452223226428032,0.00016196329820049592,6.567899227142334,0.001455606278916588
deliverytime,3,1271,BetterCatBoost,0.033580366522073746,0.0021963368711580304,6.648121356964111,0.010353158046308764
deliverytime,3,2056,BetterCatBoost,0.021310091018676758,0.0006114695737547277,6.633611440658569,0.003818849640096689
deliverytime,3,3326,BetterCatBoost,0.03253277391195297,0.001022562801752555,7.5210747718811035,0.005882233247060808
deliverytime,3,5382,BetterCatBoost,0.036824893206357956,0.0016985540028601504,9.378956317901611,0.010611006564775404
deliverytime,3,8708,BetterCatBoost,0.038838110864162445,0.0022441996865962656,10.6517493724823,0.012826412814570486
deliverytime,3,14090,BetterCatBoost,0.044116392731666565,0.0028033916099732604,12.584224462509155,0.01658202242243132
deliverytime,3,22797,BetterCatBoost,0.04694022238254547,0.003329081803625719,19.981212854385376,0.019883940185585626
deliverytime,4,300,BetterCatBoost,0.01533335167914629,0.0007188369525909073,6.567654609680176,0.006717749064685921
deliverytime,4,485,BetterCatBoost,0.0006185529637150466,-0.0013231805691710451,8.319529294967651,-0.006931848035245963
deliverytime,4,785,BetterCatBoost,0.04777069762349129,0.002380655821901398,7.552432298660278,0.013572730900152642
deliverytime,4,1271,BetterCatBoost,0.029358645901083946,0.0006396716304964106,7.128203392028809,0.0032864379276592802
deliverytime,4,2056,BetterCatBoost,0.028598252683877945,0.0010965079755581141,8.467852592468262,0.005295948638809745
deliverytime,4,3326,BetterCatBoost,0.04107511788606644,0.0023144846436516904,9.756369829177856,0.012473923326720903
deliverytime,4,5382,BetterCatBoost,0.044335804879665375,0.0025814521158799898,9.34452223777771,0.014640813647005313
deliverytime,4,8708,BetterCatBoost,0.04643722251057625,0.0023635947328130764,11.15654444694519,0.014493769253288269
deliverytime,4,14090,BetterCatBoost,0.049410928040742874,0.003785215223751898,13.107415914535522,0.020463139586671508
deliverytime,4,22797,BetterCatBoost,0.05337096378207207,0.004044990718748096,21.99619722366333,0.022604445751251347
deliverytime,5,300,BetterCatBoost,0.024666661396622658,-0.0013317545136425815,7.249014139175415,-0.002627068025727147
deliverytime,5,485,BetterCatBoost,0.028247442096471786,-0.00040901649953700296,6.916114091873169,-0.006556039142248693
deliverytime,5,785,BetterCatBoost,0.02229299210011959,0.00015094245207123436,7.092893838882446,0.0008748039129612307
deliverytime,5,1271,BetterCatBoost,0.0158042274415493,-9.347025751168248e-05,6.750492334365845,-0.0007125943354145958
deliverytime,5,2056,BetterCatBoost,0.03151300549507141,0.0010003071753950572,8.596304655075073,0.007875173761181853
deliverytime,5,3326,BetterCatBoost,0.04064873605966568,0.0022760250579400647,8.755695104598999,0.01266286959328391
deliverytime,5,5382,BetterCatBoost,0.03597401827573776,0.00228174425513665,9.27895998954773,0.01319752167390027
deliverytime,5,8708,BetterCatBoost,0.03683985397219658,0.0027189552537418976,12.785793542861938,0.014856798045909558
deliverytime,5,14090,BetterCatBoost,0.0467565655708313,0.0031239653147988712,14.381361246109009,0.018093484200159337
deliverytime,5,22797,BetterCatBoost,0.049703724682331085,0.0036406670634641313,21.95137071609497,0.0210793654106051
deliverytime,6,300,BetterCatBoost,0.02800000086426735,-0.0008617619467764265,4.857353210449219,0.00041268416209786494
deliverytime,6,485,BetterCatBoost,0.03402062878012657,0.001389014932701879,4.685335874557495,0.01057233131080898
deliverytime,6,785,BetterCatBoost,0.017197446897625923,-0.001278864340888483,4.85345721244812,-0.006314604338272856
deliverytime,6,1271,BetterCatBoost,0.015514591708779335,0.0004110967095988322,4.508902072906494,0.0026689741961934744
deliverytime,6,2056,BetterCatBoost,0.04192710295319557,0.0021301693093610102,5.012500047683716,0.011518290582664093
deliverytime,6,3326,BetterCatBoost,0.03289151191711426,0.0014239749341386,5.570253133773804,0.009344268132382483
deliverytime,6,5382,BetterCatBoost,0.03857165947556496,0.001944299693623594,6.532743215560913,0.011739619104225418
deliverytime,6,8708,BetterCatBoost,0.03973286971449852,0.0024206116040498523,7.74613356590271,0.014601772484355902
deliverytime,6,14090,BetterCatBoost,0.048332154750823975,0.003340661830918701,11.021183490753174,0.019631067496756673
deliverytime,6,22797,BetterCatBoost,0.0458526611328125,0.003357418205333959,15.807892799377441,0.02013399093955588
deliverytime,7,300,BetterCatBoost,0.007333350367844105,-0.00036908849338723184,6.189616441726685,-0.0031835271479959014
deliverytime,7,485,BetterCatBoost,-0.00020619257702492177,-0.0008657814886952498,7.302946329116821,-0.004348169215052433
deliverytime,7,785,BetterCatBoost,0.010573242790997028,0.00022317736033922452,6.863139629364014,0.0014757210725303116
deliverytime,7,1271,BetterCatBoost,0.008747889660298824,-0.00020665058260998793,7.293059349060059,-0.0001242585541491592
deliverytime,7,2056,BetterCatBoost,0.04172702506184578,0.002048193032014531,7.674134254455566,0.011222567044167076
deliverytime,7,3326,BetterCatBoost,0.0322917178273201,0.0008057331179574135,7.869591236114502,0.005564964216475865
deliverytime,7,5382,BetterCatBoost,0.045187823474407196,0.0027712267232105543,10.850090742111206,0.01654366685763694
deliverytime,7,8708,BetterCatBoost,0.0408601276576519,0.002277063324293471,11.473432064056396,0.013829618846484037
deliverytime,7,14090,BetterCatBoost,0.04170333594083786,0.0030896666329707475,16.14423894882202,0.01741875125675184
deliverytime,7,22797,BetterCatBoost,0.04625614732503891,0.0032295433805816843,24.103512048721313,0.018983409647025794
deliverytime,8,300,BetterCatBoost,-0.013333330862224102,-0.0018662339273753305,7.276344537734985,-0.01057876432158133
deliverytime,8,485,BetterCatBoost,-0.025360828265547752,-0.0023989359429376104,6.581387758255005,-0.018891086455197537
deliverytime,8,785,BetterCatBoost,0.049554143100976944,0.0026898950286535716,8.658138513565063,0.015118742756142545
deliverytime,8,1271,BetterCatBoost,0.02227018028497696,0.0003486612306194875,6.690234184265137,0.0018888213739567839
deliverytime,8,2056,BetterCatBoost,0.027924781665205956,0.0009978617153986625,8.470990657806396,0.005527401935491139
deliverytime,8,3326,BetterCatBoost,0.038966964930295944,0.002390402690925253,9.80391263961792,0.014364852584080068
deliverytime,8,5382,BetterCatBoost,0.04619050398468971,0.003086690179313403,12.017057180404663,0.017820162017917328
deliverytime,8,8708,BetterCatBoost,0.04850783571600914,0.0032302299367642034,12.8907470703125,0.01862206978671379
deliverytime,8,14090,BetterCatBoost,0.04767920821905136,0.0032325748233498265,18.322020053863525,0.019199880650059307
deliverytime,8,22797,BetterCatBoost,0.052019767463207245,0.00374389548945904,24.61350703239441,0.021407790431991213
deliverytime,9,300,BetterCatBoost,0.012666670605540276,-0.001824975984943647,5.997140645980835,-0.003523709255451912
deliverytime,9,485,BetterCatBoost,0.03360825404524803,0.003499949061620844,7.091735124588013,0.016160337744849883
deliverytime,9,785,BetterCatBoost,0.020509544759988785,0.00011332181082912562,6.628255367279053,0.0007082885399230854
deliverytime,9,1271,BetterCatBoost,0.03800462931394577,0.001759881998723542,6.363079786300659,0.01161360050959106
deliverytime,9,2056,BetterCatBoost,0.029964327812194824,0.0007686660241107785,8.241581678390503,0.005098243297655425
deliverytime,9,3326,BetterCatBoost,0.036861516535282135,0.0015622348670888242,7.814485788345337,0.010502353831497991
deliverytime,9,5382,BetterCatBoost,0.04083779454231262,0.0017900264717489844,9.738710403442383,0.011142278149086226
deliverytime,9,8708,BetterCatBoost,0.043431203812360764,0.0030175918357417284,12.912961483001709,0.017268126469829614
deliverytime,9,14090,BetterCatBoost,0.04765081778168678,0.0033672049754276236,22.806206226348877,0.018739703142894814
deliverytime,9,22797,BetterCatBoost,0.05132696032524109,0.003955880696290626,29.37117600440979,0.022295890481811187
CASP1D,0,300,BetterCatBoost,0.029333312064409256,-0.001466272604706148,7.88072395324707,-0.011449126123057285
CASP1D,0,486,BetterCatBoost,0.032501570880413055,0.0020695607330515784,9.776508331298828,0.008957908089251298
CASP1D,0,786,BetterCatBoost,0.016549216583371162,0.00020129313803823878,8.739527225494385,0.00026286015836349816
CASP1D,0,1272,BetterCatBoost,0.027991969138383865,0.0008124558291159753,7.830334186553955,0.00489842050021802
CASP1D,0,2059,BetterCatBoost,0.01451775711029768,0.0003023808330692171,9.721496343612671,0.0007740674609960196
CASP1D,0,3332,BetterCatBoost,0.04261608421802521,0.0018313608074695038,12.494695901870728,0.010524120571988127
CASP1D,0,5393,BetterCatBoost,0.04503672197461128,0.0029194777773988547,14.005911350250244,0.01644068031547935
CASP1D,0,8728,BetterCatBoost,0.04857846349477768,0.0035352803962061833,19.35457134246826,0.01940873980491913
CASP1D,0,14127,BetterCatBoost,0.05327985808253288,0.004445338282437222,24.57254195213318,0.023942892555023798
CASP1D,0,22865,BetterCatBoost,0.05971134826540947,0.006124636667001476,39.635817527770996,0.031638667982852045
CASP1D,1,300,BetterCatBoost,0.02666667476296425,0.0005760929068435144,7.762475252151489,0.0014335374109004206
CASP1D,1,486,BetterCatBoost,0.015337693504989147,0.0026345070169095444,10.070874452590942,0.010190221045628617
CASP1D,1,786,BetterCatBoost,0.016270268708467484,-3.126396030391776e-05,8.509835958480835,-0.00016694318013428245
CASP1D,1,1272,BetterCatBoost,0.023748040199279785,0.0003749610131793341,9.164600133895874,0.0022550146278031867
CASP1D,1,2059,BetterCatBoost,0.03531453758478165,0.0012882761551472693,11.174607515335083,0.00799463942618811
CASP1D,1,3332,BetterCatBoost,0.026830732822418213,0.0010728750306569028,10.874698877334595,0.007424556402252225
CASP1D,1,5393,BetterCatBoost,0.031206797808408737,0.0022031209561798547,12.525689840316772,0.013027580746122858
CASP1D,1,8728,BetterCatBoost,0.04974810779094696,0.003664179144753324,18.242252349853516,0.0208695494891744
CASP1D,1,14127,BetterCatBoost,0.05316762253642082,0.004342359198759418,25.091626167297363,0.024424379360369876
CASP1D,1,22865,BetterCatBoost,0.057603321969509125,0.005768031506885771,39.8799512386322,0.030986728202282533
CASP1D,2,300,BetterCatBoost,0.01800001785159111,0.00021966931685584167,10.6123685836792,0.0004998883034791179
CASP1D,2,486,BetterCatBoost,0.02391333505511284,0.0003477082993198238,10.459460973739624,0.0003180984702796541
CASP1D,2,786,BetterCatBoost,-0.005880831740796566,-0.0004838814779801845,9.293524503707886,-0.008965319407693156
CASP1D,2,1272,BetterCatBoost,0.06100664287805557,0.0029266309856968266,11.825968980789185,0.018790467578506033
CASP1D,2,2059,BetterCatBoost,0.02996031567454338,0.00101945621839801,14.295166015625,0.006999378823050939
CASP1D,2,3332,BetterCatBoost,0.0407540425658226,0.0024736455294473133,13.699591636657715,0.013389009689618503
CASP1D,2,5393,BetterCatBoost,0.03840428590774536,0.0026712977039282325,15.657063722610474,0.015136829715160704
CASP1D,2,8728,BetterCatBoost,0.043559614568948746,0.0030517683005416214,18.303285837173462,0.01735231592144667
CASP1D,2,14127,BetterCatBoost,0.051822345703840256,0.004872223997791428,30.068269729614258,0.025394313637655607
CASP1D,2,22865,BetterCatBoost,0.059300243854522705,0.005880462361054528,45.762577533721924,0.030723586255984404
CASP1D,3,300,BetterCatBoost,-0.0013333179522305727,-0.0012537492970374126,7.8765647411346436,-0.009608032442422327
CASP1D,3,486,BetterCatBoost,-0.007835042662918568,-0.0002695623660048635,8.809872150421143,-0.0019263341313827953
CASP1D,3,786,BetterCatBoost,0.010186244733631611,-0.0002457423618733107,10.879297971725464,-0.0009918235974340662
CASP1D,3,1272,BetterCatBoost,0.053446345031261444,0.0043936154447371395,12.019041061401367,0.020233729354442398
CASP1D,3,2059,BetterCatBoost,0.007630219217389822,-0.0004359740322049749,10.406067609786987,-0.002021612787969007
CASP1D,3,3332,BetterCatBoost,0.04081716388463974,0.0025393695033216366,15.513890027999878,0.013479310112840825
CASP1D,3,5393,BetterCatBoost,0.03673314303159714,0.003202808388555453,16.624517917633057,0.01594721292461937
CASP1D,3,8728,BetterCatBoost,0.05233806371688843,0.004138068446001111,19.8110191822052,0.022356851626583064
CASP1D,3,14127,BetterCatBoost,0.05400378257036209,0.004697779014623588,30.233232259750366,0.024393752783702684
CASP1D,3,22865,BetterCatBoost,0.06007872149348259,0.00623317397999063,49.0414514541626,0.03154753450882101
CASP1D,4,300,BetterCatBoost,0.018666666001081467,-0.001381728516383321,4.99208927154541,-0.005950661404786783
CASP1D,4,486,BetterCatBoost,0.007851879112422466,-0.0008462857469860475,6.974948406219482,-0.0026256540349989923
CASP1D,4,786,BetterCatBoost,0.02726598083972931,-0.00041221576171499854,6.397346496582031,-0.00013643417286570702
CASP1D,4,1272,BetterCatBoost,0.03160598874092102,0.0015854853769386057,7.587084531784058,0.008569059404721979
CASP1D,4,2059,BetterCatBoost,0.04541752114892006,0.0020634420648558112,8.22022533416748,0.011481175153657963
CASP1D,4,3332,BetterCatBoost,0.03919625282287598,0.0028669087308259926,8.62480354309082,0.013447856116607194
CASP1D,4,5393,BetterCatBoost,0.04870915785431862,0.0031559012147073266,9.458554744720459,0.01713287857364638
CASP1D,4,8728,BetterCatBoost,0.05593452602624893,0.005514042980803371,13.757542133331299,0.0274820057916207
CASP1D,4,14127,BetterCatBoost,0.06037411838769913,0.006067315611570143,19.550655603408813,0.031428067593563355
CASP1D,4,22865,BetterCatBoost,0.06691886484622955,0.007699617759790667,29.59050440788269,0.037810336005178934
CASP1D,5,300,BetterCatBoost,-0.016666671261191368,-0.0017687421151368703,8.566784381866455,-0.011808383002549471
CASP1D,5,486,BetterCatBoost,0.03499684855341911,0.006097181917585679,9.469220876693726,0.018654462148423024
CASP1D,5,786,BetterCatBoost,0.005108444951474667,0.00024965734409228556,9.62966799736023,0.000801839889768291
CASP1D,5,1272,BetterCatBoost,0.02357449196279049,-0.000275666997913171,9.880192995071411,-0.001609840276846286
CASP1D,5,2059,BetterCatBoost,0.03433302044868469,0.00161391885555143,9.785093069076538,0.00871992458048022
CASP1D,5,3332,BetterCatBoost,0.046880610287189484,0.0037446733437051074,11.986408948898315,0.018557622124822627
CASP1D,5,5393,BetterCatBoost,0.04400405287742615,0.0030661376659873673,14.603436708450317,0.017067216942166084
CASP1D,5,8728,BetterCatBoost,0.04926670715212822,0.0041648183361927965,16.267420053482056,0.020761367259298946
CASP1D,5,14127,BetterCatBoost,0.0523744598031044,0.0046454077402725115,22.72821831703186,0.024443580734346958
CASP1D,5,22865,BetterCatBoost,0.058206867426633835,0.0057193409041445846,37.33206105232239,0.02943117454307621
CASP1D,6,300,BetterCatBoost,-0.0019999886862933636,3.059398199518476e-05,7.574897527694702,0.0004686167054510304
CASP1D,6,486,BetterCatBoost,0.02441824972629547,-0.002085755257503971,8.1648428440094,-0.00801818796532051
CASP1D,6,786,BetterCatBoost,0.004813352134078741,-0.0002827072245924683,8.122751951217651,-0.0019034746752945807
CASP1D,6,1272,BetterCatBoost,0.04590397700667381,0.002061545525534103,9.31502079963684,0.012657599283407938
CASP1D,6,2059,BetterCatBoost,0.026370922103524208,0.0005097908373314808,10.497206687927246,0.0031585347422350973
CASP1D,6,3332,BetterCatBoost,0.03619199991226196,0.0025932087562751034,11.300546169281006,0.0138804005348532
CASP1D,6,5393,BetterCatBoost,0.041219644248485565,0.0027008536201507615,15.429648160934448,0.016442456457918964
CASP1D,6,8728,BetterCatBoost,0.047456856817007065,0.003105491842742639,17.05645990371704,0.017804316203785465
CASP1D,6,14127,BetterCatBoost,0.045806676149368286,0.003654416351403636,20.720502138137817,0.020292926780439414
CASP1D,6,22865,BetterCatBoost,0.055521540343761444,0.005217276249596228,39.03772473335266,0.028296978414074258
CASP1D,7,300,BetterCatBoost,0.02933335304260254,-0.00021403342101972562,7.047122240066528,-0.010694826619705129
CASP1D,7,486,BetterCatBoost,0.016053011640906334,-0.00016441434897922214,7.310662269592285,-0.001000941778108866
CASP1D,7,786,BetterCatBoost,0.01420785766094923,-0.00016290435362879274,8.223203897476196,-0.0017210969696626166
CASP1D,7,1272,BetterCatBoost,0.025183269754052162,0.0004563196019835514,9.674224138259888,0.002670303613357927
CASP1D,7,2059,BetterCatBoost,0.04210922494530678,0.004023679300264873,9.448799848556519,0.0171329434605624
CASP1D,7,3332,BetterCatBoost,0.04058151692152023,0.002003972403647436,10.723773956298828,0.01037952689723456
CASP1D,7,5393,BetterCatBoost,0.044557783752679825,0.0033564981185156273,19.71394181251526,0.017090644005234256
CASP1D,7,8728,BetterCatBoost,0.05130495876073837,0.003918316233676447,29.433173179626465,0.021391951666605936
CASP1D,7,14127,BetterCatBoost,0.051893580704927444,0.004844624424164811,34.950846910476685,0.025586756009900957
CASP1D,7,22865,BetterCatBoost,0.05775202438235283,0.00628929905309542,46.364142179489136,0.03187668606503504
CASP1D,8,300,BetterCatBoost,-0.00133332924451679,-0.0011517400168857745,6.580688953399658,-0.0059049200501327505
CASP1D,8,486,BetterCatBoost,0.038228489458560944,0.001388441455753593,6.066952228546143,0.007409900700284194
CASP1D,8,786,BetterCatBoost,0.00859791599214077,-0.0008142949870475341,5.751405954360962,-0.00408200249530335
CASP1D,8,1272,BetterCatBoost,0.02674139477312565,0.001754408568729085,6.472556829452515,0.009548119232531672
CASP1D,8,2059,BetterCatBoost,0.04046701267361641,0.0022145650594616153,7.158866882324219,0.010006248289991493
CASP1D,8,3332,BetterCatBoost,0.03415077179670334,0.0020006929119389784,8.868846416473389,0.0120328558473008
CASP1D,8,5393,BetterCatBoost,0.04359368979930878,0.003043262971205682,8.8787100315094,0.015745819336277545
CASP1D,8,8728,BetterCatBoost,0.0478912815451622,0.0034150516990243407,13.674173593521118,0.018935984860294873
CASP1D,8,14127,BetterCatBoost,0.05401680991053581,0.00472680522001033,19.37092924118042,0.024859031680516175
CASP1D,8,22865,BetterCatBoost,0.0595364086329937,0.0060844297072258306,29.310681343078613,0.03178158093094742
CASP1D,9,300,BetterCatBoost,0.01799999736249447,0.0008234296183800574,16.796870708465576,0.009764229178339506
CASP1D,9,486,BetterCatBoost,0.025857340544462204,-0.0001269596374081139,19.357197523117065,0.0014562402417704124
CASP1D,9,786,BetterCatBoost,0.009676679968833923,-0.0002846251954534473,17.264482736587524,-0.0010073632446628733
CASP1D,9,1272,BetterCatBoost,0.05550532415509224,0.004192064086757976,23.628576278686523,0.020532792013802315
CASP1D,9,2059,BetterCatBoost,0.039090536534786224,0.003110647298932284,17.02111268043518,0.01679275991720498
CASP1D,9,3332,BetterCatBoost,0.038887761533260345,0.0028682859687490514,18.665003061294556,0.015311617179698644
CASP1D,9,5393,BetterCatBoost,0.055127210915088654,0.004721627344993806,17.70942187309265,0.024670224789042582
CASP1D,9,8728,BetterCatBoost,0.054033063352108,0.004657267143377,13.797496557235718,0.02535898598832683
CASP1D,9,14127,BetterCatBoost,0.054314423352479935,0.0049206287335598255,18.174615621566772,0.025678341997074493
CASP1D,9,22865,BetterCatBoost,0.0634375661611557,0.007035280446648656,30.067595720291138,0.035401136732106576
superconductivity,0,300,BetterCatBoost,0.07466666400432587,0.004460050061522419,52.14819931983948,0.035481924347679925
superconductivity,0,446,BetterCatBoost,0.07445193827152252,0.017357292635397516,73.18506121635437,0.06960733614336881
superconductivity,0,663,BetterCatBoost,0.10448850691318512,0.011526587084953136,56.218226194381714,0.06309185029750367
superconductivity,0,985,BetterCatBoost,0.09939087182283401,0.009894357335251158,63.02244687080383,0.06820087175780894
superconductivity,0,1465,BetterCatBoost,0.08839591592550278,0.011648046976440321,60.122849464416504,0.06724651149261437
superconductivity,0,2177,BetterCatBoost,0.08263207972049713,0.008406112687957486,61.62463927268982,0.05624483291748663
superconductivity,0,3237,BetterCatBoost,0.08406014740467072,0.011214653526544029,74.97801613807678,0.06607550429779538
superconductivity,0,4812,BetterCatBoost,0.09331014752388,0.01569464410599905,85.86831593513489,0.08160599593727012
superconductivity,0,7152,BetterCatBoost,0.09398815780878067,0.015031196956900385,96.47535037994385,0.08145111004899327
superconductivity,0,10632,BetterCatBoost,0.09510890394449234,0.0181742322429957,122.87736201286316,0.09041617227001489
superconductivity,1,300,BetterCatBoost,0.07066667824983597,0.01506015579378569,56.106184244155884,0.06311835582209477
superconductivity,1,446,BetterCatBoost,0.08826466649770737,0.007234426994411514,68.94100975990295,0.05046325298553626
superconductivity,1,663,BetterCatBoost,0.10723171383142471,0.01484521039873862,59.225974559783936,0.07988049311557219
superconductivity,1,985,BetterCatBoost,0.08802030235528946,0.007047321534828904,58.171037912368774,0.04619150934362083
superconductivity,1,1465,BetterCatBoost,0.10040955245494843,0.015240250381337426,57.09982466697693,0.07337466209493027
superconductivity,1,2177,BetterCatBoost,0.11158283054828644,0.01865203125569389,65.5844578742981,0.09081400644140933
superconductivity,1,3237,BetterCatBoost,0.10624153912067413,0.017541028968671542,80.39526176452637,0.08532511878072048
superconductivity,1,4812,BetterCatBoost,0.10943188518285751,0.01996647937553903,75.87245297431946,0.09279665040781303
superconductivity,1,7152,BetterCatBoost,0.11054225265979767,0.022487978745860147,100.87303876876831,0.10050363571308792
superconductivity,1,10632,BetterCatBoost,0.11326096951961517,0.025020069502815778,116.67026209831238,0.1081582017449767
superconductivity,2,300,BetterCatBoost,0.08133333921432495,0.009036634752091236,81.91638946533203,0.05341362951532698
superconductivity,2,446,BetterCatBoost,0.09285393357276917,0.005012185604266374,82.29883027076721,0.03562778108843055
superconductivity,2,663,BetterCatBoost,0.08429712057113647,0.007611360650364077,89.40725874900818,0.04397539292373868
superconductivity,2,985,BetterCatBoost,0.05796954780817032,0.004147699278778116,83.48264241218567,0.03266552198325376
superconductivity,2,1465,BetterCatBoost,0.08798635751008987,0.010618143260872435,87.36299681663513,0.06342801185777819
superconductivity,2,2177,BetterCatBoost,0.08595212548971176,0.014422894074024728,104.10475373268127,0.07177801983452867
superconductivity,2,3237,BetterCatBoost,0.08282358944416046,0.011199780197113035,109.02481937408447,0.06488842232755929
superconductivity,2,4812,BetterCatBoost,0.09941865503787994,0.014047675949755787,130.82135272026062,0.07876356645146482
superconductivity,2,7152,BetterCatBoost,0.09787479788064957,0.01608342243822762,135.02107095718384,0.08317147850987416
superconductivity,2,10632,BetterCatBoost,0.0997176393866539,0.019017515719415963,182.6578631401062,0.09309975298976489
superconductivity,3,300,BetterCatBoost,0.04266667366027832,0.0015521619819620024,37.476308822631836,0.018642903924285487
superconductivity,3,446,BetterCatBoost,0.06186266988515854,0.005468682435684197,29.739527463912964,0.036611367877172195
superconductivity,3,663,BetterCatBoost,0.08911369740962982,0.008344013030480385,37.320005655288696,0.05430889675714584
superconductivity,3,985,BetterCatBoost,0.06446699798107147,0.004589492964036683,33.88314437866211,0.03740290988730006
superconductivity,3,1465,BetterCatBoost,0.09180887043476105,0.011070002206149282,38.362337589263916,0.06203156176700416
superconductivity,3,2177,BetterCatBoost,0.09128440916538239,0.010782540549030134,37.4970498085022,0.06418277741843009
superconductivity,3,3237,BetterCatBoost,0.09160351008176804,0.012154552154856363,43.20441293716431,0.06933542446334823
superconductivity,3,4812,BetterCatBoost,0.09172958880662918,0.01380263383406019,46.668720722198486,0.07165645594045607
superconductivity,3,7152,BetterCatBoost,0.09770835936069489,0.016161333831010517,62.06363105773926,0.0831349156146275
superconductivity,3,10632,BetterCatBoost,0.10082834959030151,0.01854796359177455,71.17529773712158,0.08960649900917703
superconductivity,4,300,BetterCatBoost,0.1080000028014183,0.013287475186926545,42.379361629486084,0.07158853840982585
superconductivity,4,446,BetterCatBoost,0.10092884302139282,0.010791782458830862,39.37475037574768,0.058657944620402205
superconductivity,4,663,BetterCatBoost,0.1096058338880539,0.015106097412538053,31.741779565811157,0.08140224304771893
superconductivity,4,985,BetterCatBoost,0.08050761371850967,0.006559493247733502,32.568116426467896,0.037432151126934196
superconductivity,4,1465,BetterCatBoost,0.09890785068273544,0.012139919882934048,35.85870885848999,0.07175977171517274
superconductivity,4,2177,BetterCatBoost,0.09256332367658615,0.014616426314190398,42.54983186721802,0.07174882415916557
superconductivity,4,3237,BetterCatBoost,0.0933263748884201,0.013878942762999327,47.122434854507446,0.07129843315923914
superconductivity,4,4812,BetterCatBoost,0.10145296901464462,0.015449947676336829,47.30939483642578,0.08013503723629363
superconductivity,4,7152,BetterCatBoost,0.10268378257751465,0.019403187608110432,59.838255405426025,0.09248948218820088
superconductivity,4,10632,BetterCatBoost,0.10440198332071304,0.020696247574422462,74.28539705276489,0.09646349995934334
superconductivity,5,300,BetterCatBoost,0.07400000840425491,0.005643992442922628,43.74662661552429,0.041762022631836565
superconductivity,5,446,BetterCatBoost,0.06314606964588165,0.00454691043348804,55.39813780784607,0.03496663339679567
superconductivity,5,663,BetterCatBoost,0.08734336495399475,0.006534974227135138,44.85475277900696,0.0581661171611785
superconductivity,5,985,BetterCatBoost,0.08436547964811325,0.012015642602914533,58.38464617729187,0.06688987793472809
superconductivity,5,1465,BetterCatBoost,0.10040955245494843,0.011815673770611351,52.67790603637695,0.06588187053025482
superconductivity,5,2177,BetterCatBoost,0.0830119177699089,0.009585709471166201,58.308018922805786,0.05991855647844484
superconductivity,5,3237,BetterCatBoost,0.09289112687110901,0.01255231940865976,59.46659970283508,0.06914398577271125
superconductivity,5,4812,BetterCatBoost,0.10153893381357193,0.014735479484269186,77.8614981174469,0.078730668541063
superconductivity,5,7152,BetterCatBoost,0.0942675918340683,0.014904661717577697,76.14077949523926,0.0795427176619015
superconductivity,5,10632,BetterCatBoost,0.10026315599679947,0.01830615219830388,102.31582593917847,0.08979096661391914
superconductivity,6,300,BetterCatBoost,0.1353333443403244,0.011413464768771222,55.0068895816803,0.08306082055021693
superconductivity,6,446,BetterCatBoost,0.0731285959482193,0.003405975919255025,64.85173678398132,0.036723519470228554
superconductivity,6,663,BetterCatBoost,0.06323308497667313,0.006746627224682604,67.19474816322327,0.04169936642058414
superconductivity,6,985,BetterCatBoost,0.09695430845022202,0.00850552727482137,61.14788794517517,0.05166049536957027
superconductivity,6,1465,BetterCatBoost,0.08088736981153488,0.007895000348066426,74.18082237243652,0.04882608050719872
superconductivity,6,2177,BetterCatBoost,0.07887756824493408,0.010157249770483809,68.4367036819458,0.05874502707270222
superconductivity,6,3237,BetterCatBoost,0.08696242421865463,0.008506840016155643,68.71391439437866,0.055211740965859776
superconductivity,6,4812,BetterCatBoost,0.09530120342969894,0.014494975256933102,82.99294400215149,0.07741964002443608
superconductivity,6,7152,BetterCatBoost,0.09653215855360031,0.015460650951378191,102.58653402328491,0.08010597384954846
superconductivity,6,10632,BetterCatBoost,0.09841977804899216,0.01813319044817191,133.01250290870667,0.08802504515627779
superconductivity,7,300,BetterCatBoost,0.08666666597127914,0.005270214013034643,38.055519819259644,0.04358051980813862
superconductivity,7,446,BetterCatBoost,0.06867416203022003,0.006794595138865926,57.2647545337677,0.0467232242104483
superconductivity,7,663,BetterCatBoost,0.08335611969232559,0.009531008862705572,62.95584154129028,0.05508232018508145
superconductivity,7,985,BetterCatBoost,0.11116751283407211,0.013547784788000903,62.67610812187195,0.07614500634319489
superconductivity,7,1465,BetterCatBoost,0.090034119784832,0.00872893756434717,56.00976514816284,0.056878980235677515
superconductivity,7,2177,BetterCatBoost,0.09404176473617554,0.014129205203604412,58.1476354598999,0.07010012402896706
superconductivity,7,3237,BetterCatBoost,0.09345230460166931,0.013173176347150165,65.32328367233276,0.07184597199427964
superconductivity,7,4812,BetterCatBoost,0.0985495001077652,0.016431776152832377,75.04104781150818,0.0811378238648702
superconductivity,7,7152,BetterCatBoost,0.09759314358234406,0.01589440539950263,79.78374719619751,0.08186539060465879
superconductivity,7,10632,BetterCatBoost,0.10492826998233795,0.019109879863228048,105.90762281417847,0.09375721934540038
superconductivity,8,300,BetterCatBoost,0.07933332771062851,-0.0006913610785562047,27.765657901763916,0.029248648375887625
superconductivity,8,446,BetterCatBoost,0.08521847426891327,0.011532700763102737,39.53430533409119,0.05472764111720581
superconductivity,8,663,BetterCatBoost,0.0903463214635849,0.008812647700235748,32.157527923583984,0.05493081711236638
superconductivity,8,985,BetterCatBoost,0.08761422336101532,0.00994229814767566,33.86871314048767,0.056986657942095044
superconductivity,8,1465,BetterCatBoost,0.08470989763736725,0.008904081284927076,35.54458475112915,0.05961970077043281
superconductivity,8,2177,BetterCatBoost,0.09476558864116669,0.01230032536681569,40.64549136161804,0.06393336192764526
superconductivity,8,3237,BetterCatBoost,0.09684278815984726,0.015066309177245782,41.200145959854126,0.0763843199611638
superconductivity,8,4812,BetterCatBoost,0.09472175687551498,0.013783954015569519,48.47954201698303,0.07501734730502803
superconductivity,8,7152,BetterCatBoost,0.09854666888713837,0.01630082665510977,55.42549681663513,0.08171443604350263
superconductivity,8,10632,BetterCatBoost,0.10143037885427475,0.018980201615053805,67.33015727996826,0.08989139468715764
superconductivity,9,300,BetterCatBoost,0.12800002098083496,0.016495697479444123,33.90349888801575,0.10193349144138045
superconductivity,9,446,BetterCatBoost,0.08524344861507416,0.005654862103309668,33.68999695777893,0.037548783015938156
superconductivity,9,663,BetterCatBoost,0.09128503501415253,0.012934692730874312,34.67256569862366,0.06625732933637701
superconductivity,9,985,BetterCatBoost,0.09918782114982605,0.01649548044776859,34.42365026473999,0.08074370610299776
superconductivity,9,1465,BetterCatBoost,0.08962457627058029,0.013214426733909185,39.30829954147339,0.06725317640778207
superconductivity,9,2177,BetterCatBoost,0.12122134119272232,0.022289334389092617,51.20038032531738,0.10240122781704367
superconductivity,9,3237,BetterCatBoost,0.10969890654087067,0.01616644816821122,48.498106479644775,0.08306401945400552
superconductivity,9,4812,BetterCatBoost,0.10340753942728043,0.01660622559527091,50.40905284881592,0.08400113823882155
superconductivity,9,7152,BetterCatBoost,0.1082799881696701,0.0217081785636742,58.17052412033081,0.09709313539858276
superconductivity,9,10632,BetterCatBoost,0.11397774517536163,0.024624902984061756,68.49340224266052,0.10849298559519613