dataset,experiment,nsamples,method,ERT_L1_miscoverage_under,ERT_logloss,ERT_logloss_under,time,ERT_logloss_over,ERT_brier_score_under,ERT_brier_score_over,ERT_brier_score,ERT_L1_miscoverage_over,ERT_L1_miscoverage
diamonds,0,300,BetterCatBoost,0.045333329836527506,0.1066353536132965,0.06377491564053381,7.054103374481201,0.042860437972762656,0.020552935783913255,0.0057437687615009775,0.026296704633579426,0.07200002034505208,0.1173333501815796
diamonds,0,300,CheapBetterLGBMClassifier,0.04233332991600036,0.1007397823680612,0.061582097016262625,1.746532917022705,0.03915768535179858,0.020145429686603517,0.005490722368415678,0.025636152143184394,0.06900002042452494,0.11133335034052531
diamonds,0,300,XT,0.041666662295659386,0.09979733204532165,0.07920550263365493,3.3279430866241455,0.020591829411666686,0.028266370282205168,0.005426666578501458,0.03369303694887184,0.06833335280418397,0.11000001509984333
diamonds,0,300,RF,0.03633332848548889,0.025255732360591122,0.07049346317717675,4.314285755157471,-0.04523773081658568,0.02493140731924221,0.0048815184303533125,0.029812925837760722,0.06266668558120728,0.09900001406669617
diamonds,0,300,tabICL,0.04466666301091512,0.11313481370573135,0.0668158918027771,2.995729684829712,0.046318909649698856,0.02268256404126684,0.005746988456308286,0.028429552497575127,0.0713333535194397,0.11600001653035481
diamonds,0,300,PartitionWise,0.030333327054977415,0.036871995848987815,0.014983913782303005,0.178971529006958,0.0218880820666848,0.0033110514016967815,0.005084074585978197,0.008395126075840174,0.057000017563501995,0.08733334461847941
diamonds,0,300,TabPFN,0.04499999642372131,0.10946205581784843,0.06483159233179614,4.006056070327759,0.04463045123279687,0.02194206254711996,0.005767601796965437,0.027709664344085387,0.0716666869322459,0.11666668335596722
diamonds,0,495,BetterCatBoost,0.039595955550068555,0.08678970273746052,0.03135075422675816,7.846169948577881,0.05543894851070238,0.008175730657616192,0.006017079951021505,0.01419281053488447,0.06888890868485575,0.10848486423492432
diamonds,0,495,CheapBetterLGBMClassifier,0.03878787454932627,0.09201149876163135,0.031481193250878635,1.921769380569458,0.06053030551075276,0.007852269855164051,0.006256572033336344,0.01410884181474717,0.06808082768411347,0.10686870223343974
diamonds,0,495,XT,0.036363632028753104,0.05727663764238568,0.020596681495779746,3.303133964538574,0.036679956146605915,0.004350078637165124,0.005817890084976567,0.01016796864838846,0.0650505244129836,0.10141415644173671
diamonds,0,495,RF,0.038585854299140694,0.04790553946997291,0.027435739778994144,4.406899690628052,0.020469799690978764,0.006294231274651088,0.005864983238736387,0.01215921443963425,0.06767678718374233,0.10626264148288303
diamonds,0,495,tabICL,0.03858585478079439,0.08935158830286301,0.035196008115440824,2.8806850910186768,0.05415556731436013,0.009111606423752477,0.005875690793350059,0.014987297217102536,0.0678788079155816,0.10646466269637597
diamonds,0,495,PartitionWise,0.021010093496303364,-0.0630512259160865,0.003399480993616971,0.15784263610839844,-0.06645070690970348,0.0003404085109067562,0.0032716268546863617,0.0036120352918398895,0.050303046631090566,0.07131314012739394
diamonds,0,495,TabPFN,0.036565652278938675,0.09406368243320205,0.036738465963325036,2.8236842155456543,0.05732520359681498,0.01029139503723744,0.0060577493293297695,0.01634914436656721,0.06585860541372587,0.10242425769266457
diamonds,0,815,BetterCatBoost,0.04797545517880492,0.11912196545250095,0.05723244357387105,6.694565534591675,0.06188952187862987,0.018161218851299506,0.006211718521287805,0.024372938007943573,0.06576689006360761,0.11374234524241253
diamonds,0,815,CheapBetterLGBMClassifier,0.0487116516733462,0.1197327207953613,0.05830744939165202,2.1317903995513916,0.061425271403709236,0.01844008572481138,0.006279125427889602,0.024719211788057235,0.06650308655814892,0.11521473823149511
diamonds,0,815,XT,0.04417177416795602,0.1020170987093724,0.04341149009903887,3.589831829071045,0.0586056086103335,0.012739467667302223,0.005817340877936177,0.018556809180594665,0.06306750350203251,0.10723927766998853
diamonds,0,815,RF,0.0492024490438356,0.10588819025581939,0.04693918599117599,4.901872634887695,0.058949004264643376,0.013816004817949808,0.005851805772278359,0.01966781122558443,0.0668711845128814,0.116073633556717
diamonds,0,815,tabICL,0.0477300566398293,0.12708987378445796,0.06341007258418037,3.2591896057128906,0.0636797910416119,0.020641841172623486,0.006179040334586841,0.02682088150721033,0.06552149152463199,0.11325154816446129
diamonds,0,815,PartitionWise,0.03349692265680231,0.03553431539095983,0.013495010891370045,0.16344642639160156,0.022039304499589796,0.0028551260548042925,0.004507092754933573,0.007362219445094127,0.051288357541605004,0.08478528019840732
diamonds,0,815,TabPFN,0.05128833881916445,0.13710895546611407,0.0691255873585175,3.0516719818115234,0.06798335794893084,0.02246012936911883,0.0066880321416463145,0.029148161510765148,0.06907977370396715,0.12036811252313158
diamonds,0,1344,BetterCatBoost,0.06548381948162843,0.1307996062815799,0.0713210224601594,6.961337327957153,0.05947858382142057,0.022224428725802194,0.006052144176740279,0.028276574754360344,0.06354465450919351,0.12902847399082193
diamonds,0,1344,CheapBetterLGBMClassifier,0.06570659043858625,0.12880830314657268,0.0712538220361129,2.1618497371673584,0.05755448111045976,0.02247390405695215,0.006003354194403829,0.028477260103173845,0.0637674254661513,0.12947401590473756
diamonds,0,1344,XT,0.06116045510531437,0.11838411077630599,0.06400832128523985,3.696510076522827,0.05437578949106612,0.020086687347785105,0.005484703031448571,0.025571392231051548,0.05914694067277397,0.12030739577808833
diamonds,0,1344,RF,0.06227985800142684,0.11537592487300452,0.0660361810480868,4.690607070922852,0.04933974382491773,0.020161909317243886,0.005673822952290464,0.025835734121352212,0.06093548853257278,0.12321534653399964
diamonds,0,1344,tabICL,0.0634017577071053,0.1336681436132165,0.07392231012054992,3.7712812423706055,0.059745827990487665,0.023642903681952883,0.005990723019346514,0.029633626701299397,0.06146259273467038,0.12486435044177568
diamonds,0,1344,PartitionWise,0.05126975628093207,0.05408646441558222,0.02755264084806528,0.1677875518798828,0.02653382356751694,0.006645915306622258,0.004265616644740941,0.010911533803181078,0.04933059130849713,0.10060034758942919
diamonds,0,1344,TabPFN,0.06273150340517175,0.13854836892884453,0.0763488881309577,2.830080509185791,0.06219947529570795,0.024714875809748266,0.006134859125617634,0.030849734935365903,0.06079233843273681,0.12352384183790854
diamonds,0,2215,BetterCatBoost,0.04781037706284706,0.10893155178164682,0.05926426872739796,6.971395015716553,0.04966728305424891,0.01886692436129391,0.0050288115104638546,0.023895737200416604,0.054356676299738824,0.10216705336258589
diamonds,0,2215,CheapBetterLGBMClassifier,0.046681708945108584,0.09952838674596245,0.05484434453357549,2.543337821960449,0.04468404221238696,0.01726820452603138,0.0047660907370686515,0.02203429659175888,0.053228008182000366,0.09990971712710894
diamonds,0,2215,XT,0.04541760093740631,0.0775533297286343,0.04738659451346322,3.5366568565368652,0.030166735215171058,0.014343555230157314,0.004538634236929314,0.018882190795745473,0.052009046804286016,0.09742664774169234
diamonds,0,2215,RF,0.048126404441506274,0.0803684144255138,0.05084278642405994,4.194273948669434,0.029525628001453825,0.015778624204323348,0.004813306923159563,0.020591932456141764,0.05516931757700901,0.10329572201851529
diamonds,0,2215,tabICL,0.050067714589982215,0.10800155836405056,0.05863309238514018,4.722553491592407,0.04936845847413387,0.018351463051029304,0.00508290664186325,0.023434369692892552,0.05661401382687399,0.10668172841685622
diamonds,0,2215,PartitionWise,0.03923249572986405,0.05075673035516377,0.01725378515308832,0.18675661087036133,0.03350294520207545,0.0039302244896543045,0.003798167607745653,0.007728393426058797,0.04577879496675582,0.08501129069661986
diamonds,0,2215,TabPFN,0.050654622071483614,0.11390156779449123,0.06278309947510594,3.5250065326690674,0.05111846081460876,0.020018789617231213,0.005239466091033906,0.02525825570826512,0.057200921308375376,0.10785554337985896
diamonds,0,3652,BetterCatBoost,0.056490445089664575,0.12486107748286628,0.07066360763211871,9.367310285568237,0.05419746985074756,0.022926559051575496,0.005443863871403443,0.02837042460151462,0.05736185922067414,0.11385230431033873
diamonds,0,3652,CheapBetterLGBMClassifier,0.05736697029697059,0.12084976557155458,0.06837604871790412,3.266091823577881,0.05247371685365045,0.02187506478197126,0.00538147092299455,0.02725653738350149,0.05823838442798015,0.11560535472495073
diamonds,0,3652,XT,0.05369652497853962,0.10169393341301099,0.06299318947676016,2.4003727436065674,0.03870074393625077,0.02001449616120763,0.005036729219069188,0.025051227058812502,0.055937914495411134,0.10963443947395075
diamonds,0,3652,RF,0.056079824052869334,0.10524443294040424,0.06358694797843253,2.8899660110473633,0.04165748496197169,0.020297695823062387,0.005163957852308615,0.0254616553539067,0.057635982197031546,0.11371580624990085
diamonds,0,3652,tabICL,0.058544040962827795,0.1233848964639003,0.06983069552349883,6.755659103393555,0.05355419477491661,0.02246693082546201,0.005422252827079069,0.02788918365254108,0.05941545509383737,0.11795949605666516
diamonds,0,3652,PartitionWise,0.04255546855249186,0.048058328242689075,0.02183159791972674,0.20128226280212402,0.026226730322962338,0.005203788307632148,0.0035812519253269363,0.008785041911494785,0.04342688268350142,0.08598235123599328
diamonds,0,3652,TabPFN,0.05769521331259009,0.12598290881937707,0.07097016489656369,5.036398410797119,0.0550127377573285,0.022953375501541185,0.0055265653603489145,0.028479940861890096,0.05856662744359964,0.11626184075618973
diamonds,0,6020,BetterCatBoost,0.056760790676769625,0.12669921943349724,0.06979390452678458,8.987504959106445,0.05690531490671267,0.022526711248170805,0.005751023193338298,0.028277735897249835,0.06124586435251458,0.1180066550292842
diamonds,0,6020,CheapBetterLGBMClassifier,0.057126239546113636,0.1247137290855922,0.06926880734681692,3.718487024307251,0.055444921738775264,0.022329462663504576,0.005702434237638684,0.028031898356883987,0.06161131322185859,0.11873755276797222
diamonds,0,6020,XT,0.05529899725882318,0.10018359559147758,0.05757684136509215,2.438765525817871,0.04260675422638538,0.018325747898264442,0.005453581047027816,0.023779330401032982,0.05990034991324542,0.11519934717206859
diamonds,0,6020,RF,0.05498338240721693,0.11008802459654954,0.05974828594926527,3.0034914016723633,0.05033973864728425,0.018928656720708148,0.005508732394388466,0.024437390570837346,0.05968440281988378,0.11466778522710071
diamonds,0,6020,tabICL,0.057225907858820056,0.12626285328876058,0.0695053815337488,10.868944644927979,0.0567574647366913,0.022313605530026592,0.00578524172747745,0.028098847257504046,0.061710981534565,0.11893688939338506
diamonds,0,6020,PartitionWise,0.04455148686602266,0.060041417577699964,0.025602578105595096,0.2058115005493164,0.03443883947210483,0.0062530057091513104,0.003962754729377999,0.010215761894270045,0.04903656054176762,0.09358804740779028
diamonds,0,6020,TabPFN,0.057691024129968946,0.1265029411941026,0.06917993542445827,8.85364580154419,0.05732299875132387,0.022270222272154597,0.00578499859393328,0.02805522086608788,0.06217609780571389,0.11986712193568283
diamonds,0,9925,BetterCatBoost,0.05852896057388344,0.1304921476146547,0.07375288363225889,12.059407949447632,0.056739263982395795,0.02388128379479617,0.005709380167539466,0.029590665505131314,0.061602032274683416,0.12013099284856685
diamonds,0,9925,CheapBetterLGBMClassifier,0.057884124508432534,0.1291936437332581,0.07237430807930548,4.4523515701293945,0.056819335653952585,0.023295016530577535,0.005750663216036386,0.029045681289409597,0.060957196209232525,0.11884132071766504
diamonds,0,9925,XT,0.05845843211829812,0.1168930150311523,0.06867453182014276,2.704037666320801,0.0482184832110095,0.021819988381637574,0.005750866635206009,0.027570856559639267,0.061853921839812545,0.12031235395811066
diamonds,0,9925,RF,0.05908311704544337,0.12199429632853594,0.06956093840968987,3.6545279026031494,0.05243335791884603,0.022190344944749814,0.005753234393392409,0.02794358088093789,0.061894223924247684,0.12097734096969104
diamonds,0,9925,tabICL,0.05990931424446011,0.1332114261118454,0.07641810484716759,20.372265815734863,0.056793314579594426,0.024688951871838765,0.005789985969947439,0.030478937841786215,0.06298238594526008,0.12289170018972018
diamonds,0,9925,PartitionWise,0.0422367660464808,0.05638310276156765,0.021839559572108945,0.23742175102233887,0.03454354318945872,0.005128809903347739,0.003907170493412637,0.009035981939556048,0.045309837747280785,0.0875466037937616
diamonds,0,9925,TabPFN,0.05926447822705324,0.13326054422414188,0.07599141078401217,16.766998291015625,0.05726912675504636,0.0245454065069575,0.005783095740433822,0.030328502247391326,0.06233754992785321,0.12160202815490646
diamonds,0,16360,BetterCatBoost,0.0552995047752898,0.12862061978177547,0.07102088485467854,19.380486726760864,0.05759973492709687,0.023175474392652724,0.005832961382733798,0.029008437093105494,0.062023244998565805,0.1173227497738556
diamonds,0,16360,CheapBetterLGBMClassifier,0.0560207762388845,0.1274881489639727,0.07016728033913425,6.063421726226807,0.057320868624838386,0.0227594653293769,0.005834409253911943,0.028593875901007825,0.0627445164621605,0.11876529270104501
diamonds,0,16360,XT,0.055519553989827775,0.11754560232088426,0.06719204274147635,3.2562475204467773,0.05035355957940788,0.02163714687570672,0.005698471244084879,0.027335619437510582,0.06235331857262729,0.11787287256245507
diamonds,0,16360,RF,0.05496331903637184,0.11726059305814218,0.06704647436022994,4.562438249588013,0.05021411869791224,0.021616037122922156,0.005654116449192187,0.02727015488983332,0.06181542101728303,0.11677874005365488
diamonds,0,16360,tabICL,0.05625305094899641,0.13035751366448717,0.07300806468067748,42.35590887069702,0.05734944143715648,0.023848652839945278,0.005841931042077206,0.029690583882022482,0.06297679117227242,0.11922984212126883
diamonds,0,16360,PartitionWise,0.04121637136691357,0.060812296908075526,0.020983853220627548,0.6059615612030029,0.039828443687447965,0.004963066175820324,0.0042670244737923165,0.00923009196733163,0.04794011159018957,0.08915648295710314
diamonds,0,16360,TabPFN,0.056619799275561475,0.13104844010505706,0.07214648483282068,37.1075336933136,0.05890194772558317,0.023493323528847126,0.0058937056201388725,0.029387029148986,0.06334353949883749,0.11996333877439895
diamonds,0,26970,BetterCatBoost,0.05500926335829472,0.127266423880286,0.06846819966059661,27.512452602386475,0.05879822421968932,0.022046502147211284,0.005916440345656621,0.02796294374049484,0.06286987303626683,0.11787913639456156
diamonds,0,26970,CheapBetterLGBMClassifier,0.05577307504152518,0.128166017608431,0.06862576299765226,8.505898237228394,0.05954025461077865,0.022156880349217426,0.005989142160340727,0.02814602375718509,0.06363368471949729,0.11940675976102247
diamonds,0,26970,XT,0.05503151066709015,0.1175426721401879,0.06481630878400402,4.443315267562866,0.05272636335618386,0.02087412111970394,0.005796150626654964,0.026670272993985833,0.06294402978046319,0.11797554044755336
diamonds,0,26970,RF,0.05421578915065246,0.11798296725188348,0.06523702355878191,6.1916656494140625,0.052745943693101524,0.020963017113132303,0.005774741144611717,0.02673775950537095,0.062213588189672084,0.11642937734032457
diamonds,0,26970,tabICL,0.05601408440491249,0.1295916569455969,0.07013933501908567,99.28576707839966,0.059452314111553085,0.022684704064929218,0.005974239179636911,0.028658943244566127,0.06387469408288461,0.11988877848779708
diamonds,0,26970,PartitionWise,0.03979976899455024,0.05968459914838457,0.02155692549254251,0.6621303558349609,0.03812767365584206,0.005185195644023708,0.004136072399737253,0.009321269291387898,0.047660378672522354,0.0874601476670726
diamonds,0,26970,TabPFN,0.055843524703901706,0.12883452228502787,0.06946169172514333,88.80984449386597,0.05937282274492641,0.022372221053067926,0.005956907522303584,0.02832912857537151,0.0637041343818738,0.11954765908577551
diamonds,1,300,BetterCatBoost,0.05899999340375265,0.09168794424124836,0.06296303697522874,6.420706748962402,0.028724907266019624,0.01975838602333655,0.0036183941206406308,0.023376782698284557,0.04566668391227722,0.10466667731602988
diamonds,1,300,CheapBetterLGBMClassifier,0.05266666094462077,0.08318018981404257,0.05804901559643748,1.6073544025421143,0.025131174217605107,0.017760217519485803,0.0029858315385383055,0.020746051612331486,0.03933335145314534,0.09200001239776612
diamonds,1,300,XT,0.054666659037272136,0.005972646493377321,0.044547147714973034,3.342172622680664,-0.0385745012215958,0.01293970114939633,0.002789886334581504,0.015729590038285213,0.04133334954579671,0.09600000858306885
diamonds,1,300,RF,0.058333325783411674,0.05417114417121318,0.05499202732639562,4.307934999465942,-0.0008208831551825113,0.015944256704951882,0.003484034482729656,0.01942829374198891,0.04500001629193624,0.1033333420753479
diamonds,1,300,tabICL,0.05666666030883789,0.1126575567104298,0.07542862571102135,2.8897647857666016,0.03722892818628532,0.024830744195108608,0.0038981190136071096,0.028728863208715715,0.04333335081736246,0.10000001112620036
diamonds,1,300,PartitionWise,0.04699999213218689,-0.05914084470567251,0.014225454861634646,0.17724323272705078,-0.07336629956730718,0.00044782593936394666,0.001953016401888591,0.002400844895559917,0.033666682640711466,0.08066667477289838
diamonds,1,300,TabPFN,0.06299999356269836,0.12128299659589029,0.08418739268503338,3.6556668281555176,0.037095601097733716,0.027647915165871385,0.0040452559033442,0.031693171069215584,0.04966668407122294,0.11266667763392131
diamonds,1,495,BetterCatBoost,0.0444444386646001,0.10629380682399123,0.050845155957825995,5.841314077377319,0.055448650866165315,0.015790055783808144,0.005593882635242152,0.021383939217165523,0.05959597765797316,0.10404041632257326
diamonds,1,495,CheapBetterLGBMClassifier,0.044242418414414536,0.10529330598000008,0.05051211976154128,1.6820831298828125,0.05478118621845883,0.015976367447543667,0.005631850896235742,0.021608219141894636,0.05939395740778759,0.10363637582220213
diamonds,1,495,XT,0.04828282293647227,0.08823779185568928,0.030423464757849582,3.321661949157715,0.057814327097839735,0.007715779224331465,0.00583339987528544,0.013549179897732133,0.06323234167965976,0.11151516461613202
diamonds,1,495,RF,0.0472727216855444,0.09854415419535192,0.037879820942694584,4.375548362731934,0.06066433325265737,0.011028663623882532,0.006137081132300033,0.01716574555429779,0.06424244244893391,0.11151516413447833
diamonds,1,495,tabICL,0.04606060114773837,0.11304826889163795,0.05308431176936368,3.098315715789795,0.059963947586632704,0.01684653442541156,0.0056319585941179365,0.022478493019529498,0.061212140141111426,0.10727274128884981
diamonds,1,495,PartitionWise,0.03232322269015842,-0.028877779784027217,0.010088796033841507,0.16012263298034668,-0.038966575817868734,0.0016552227575703903,0.0037299994642562726,0.005385223019941897,0.04747476168353148,0.0797979843736899
diamonds,1,495,TabPFN,0.04767676266756925,0.11400513354227551,0.05572245619924967,2.813430070877075,0.0582826678073843,0.017958308824084022,0.005770311570035285,0.023728620394119306,0.0628283016609423,0.11050506432851155
diamonds,1,815,BetterCatBoost,0.060368090904563486,0.10506923450487624,0.06100718635892122,6.2915685176849365,0.044062048145955025,0.0181485198785712,0.004822165563855743,0.022970687590753887,0.05361964848875268,0.11398773939331616
diamonds,1,815,CheapBetterLGBMClassifier,0.05754600521976962,0.10084335273575715,0.0585205482006773,1.9902112483978271,0.04232280453507982,0.01702971573247559,0.0047171435026903035,0.021746861383492824,0.05079756280395883,0.10834356802372844
diamonds,1,815,XT,0.05766870492806464,0.06321364397889251,0.04055580563791498,3.5932371616363525,0.022657838340977492,0.010754749044583779,0.004569541137289979,0.01532429233020069,0.05079756309649695,0.10846626802456161
diamonds,1,815,RF,0.058036803175335286,0.07431599915407526,0.049607592342418835,4.8273162841796875,0.024708406811656425,0.013697257565374515,0.0038934947841884047,0.017590754497889848,0.05104296192801072,0.10907976510334601
diamonds,1,815,tabICL,0.060490791490472894,0.10431633338399396,0.06135257765272305,3.3302369117736816,0.04296375136409736,0.017978558785344927,0.0046415512118415546,0.02262010999718648,0.0537423490746621,0.114233140565135
diamonds,1,815,PartitionWise,0.04515336481340093,-0.013214135008065614,0.024489292380869034,0.14915919303894043,-0.03770342738893463,0.005783754599333907,0.002496614027695414,0.00828037077535625,0.03840492239759012,0.08355828721099104
diamonds,1,815,TabPFN,0.06613496286006063,0.11248863559453462,0.06480248167549567,3.064220905303955,0.04768614955186541,0.01838057687494652,0.005276198209985925,0.023656775084932448,0.059386520444249816,0.12552148330431043
diamonds,1,1344,BetterCatBoost,0.045529872137361364,0.1056244677082129,0.05399258357481758,6.939772605895996,0.051631884133395325,0.017000796092237036,0.005298490155944122,0.02229928731902437,0.056257854698633356,0.10178772683599473
diamonds,1,1344,CheapBetterLGBMClassifier,0.047463512592295046,0.10006779554900305,0.05029986349476453,2.092487096786499,0.04976793205423853,0.015482546085068044,0.005245316693194701,0.020727863849105955,0.05819149515356703,0.10565500774586208
diamonds,1,1344,XT,0.045607273431674346,0.08248041013053121,0.05194566357858797,3.657561779022217,0.030534746551943222,0.016431578916456975,0.004536132788977886,0.02096771277627807,0.0561865570727354,0.10179383050440974
diamonds,1,1344,RF,0.0467200183457661,0.09756811260152472,0.050718899286580535,4.919893264770508,0.04684921331494416,0.015782918408587397,0.004942565680283437,0.020725485159714046,0.05714977079654041,0.10386978914230652
diamonds,1,1344,tabICL,0.048131825463168465,0.10157766478617195,0.05108096509190667,3.9133853912353516,0.05049669120259766,0.015756467420635502,0.005374983541034796,0.021131450961670302,0.05885980802444045,0.10699163348760891
diamonds,1,1344,PartitionWise,0.03592602906974261,0.04500681844500451,0.01389095015031715,0.17139911651611328,0.031115868294687384,0.003066502525828485,0.004263638047275172,0.007330141643946868,0.04665401163101461,0.08258004070075722
diamonds,1,1344,TabPFN,0.04664677911088369,0.10562347264169406,0.0532379152671331,2.863560199737549,0.05238554888289335,0.01661223240112424,0.005467373211652296,0.02207960561277654,0.05737476167215568,0.10402154078303938
diamonds,1,2215,BetterCatBoost,0.05616252137091574,0.11489902833502463,0.0630191913448108,6.833918809890747,0.05187983699021383,0.019702490058380463,0.00532755364129441,0.02503004539018302,0.05683974611570819,0.11300226748662394
diamonds,1,2215,CheapBetterLGBMClassifier,0.05580134757754496,0.10989357826273491,0.05964731057724613,2.343592405319214,0.05024626768548875,0.018504082579663718,0.005256514593800279,0.02376059886397216,0.05647857232233742,0.11227991989988237
diamonds,1,2215,XT,0.05521444041895812,0.08628900002549492,0.05260840135590265,3.509345769882202,0.033680598669592235,0.01553654709303838,0.005074831517417611,0.02061138030096413,0.05634313232473541,0.11155757274369353
diamonds,1,2215,RF,0.05295710396820482,0.09644110351510674,0.05246153957582953,4.191777467727661,0.04397956393927719,0.01564144802105443,0.004821693819900677,0.020463143531463262,0.05489843693597592,0.10785554090418073
diamonds,1,2215,tabICL,0.05589164148334994,0.11561568847837474,0.06431957096357149,4.790181398391724,0.051296111395147684,0.02019344980557266,0.005233755202107146,0.02542720500767981,0.05656886622814239,0.11246050771149234
diamonds,1,2215,PartitionWise,0.045417598246451696,0.059122916318562424,0.024684156212733323,0.17246508598327637,0.0344387601058291,0.005916804484319369,0.003912268555574047,0.009829074730401574,0.046094822991244136,0.09151242123769585
diamonds,1,2215,TabPFN,0.056433402227225204,0.11750827103969605,0.06592428109269691,3.4762113094329834,0.05158398382734362,0.020792559094508396,0.005188306631495662,0.02598086572600406,0.05711062697201765,0.11354402919924285
diamonds,1,3652,BetterCatBoost,0.07355039294766869,0.1480614436188696,0.09496202668323697,7.296983242034912,0.05309941693563257,0.03079981159291666,0.0055580886772758605,0.03635790275900632,0.061279367560660145,0.13482976050832884
diamonds,1,3652,CheapBetterLGBMClassifier,0.07305795483665752,0.14814036635805977,0.09644219042755435,2.9909441471099854,0.05169817593050542,0.03142986439942433,0.005490583931589207,0.03692045081982734,0.06078692944964899,0.1338448842863065
diamonds,1,3652,XT,0.07152434549841359,0.11749257566329123,0.079192797293859,2.3158247470855713,0.03829977836943219,0.026072123445302027,0.005295759576870507,0.03136788551098633,0.05966416648014029,0.1311885119785539
diamonds,1,3652,RF,0.0716074366026495,0.11831673336115105,0.08613316571529489,2.8001279830932617,0.032183567645856094,0.027495759322845138,0.005281518677537419,0.032777280489196356,0.059774130143015344,0.13138156674566484
diamonds,1,3652,tabICL,0.07420804037601987,0.14896254506651005,0.09600648779056055,6.782660007476807,0.052956054212123814,0.03136846618270168,0.0056113203332430975,0.03697978651594477,0.061937014989011344,0.13614505536503124
diamonds,1,3652,PartitionWise,0.05652098675372684,0.06220298933217007,0.033901414424993635,0.20556020736694336,0.028301574907176396,0.00859562863438724,0.003832815120489516,0.012428446243690553,0.04424996136671832,0.10077094812044515
diamonds,1,3652,TabPFN,0.07404361936134293,0.1496298259452533,0.09603361087208004,5.047412872314453,0.053596212009347576,0.03129578835884063,0.005576881918533225,0.03687267027737386,0.06177259397433441,0.13581621333567737
diamonds,1,6020,BetterCatBoost,0.06194351450153364,0.13018811162995414,0.07517270656954485,8.700976133346558,0.05501540506040927,0.02420758233891108,0.005552803512143984,0.029760387757419782,0.05911961807761081,0.12106313257914444
diamonds,1,6020,CheapBetterLGBMClassifier,0.061046504756540956,0.1261728217628903,0.07279270245474659,3.642514705657959,0.0533801193081437,0.023266154735772305,0.005479697502809716,0.02874585414494673,0.05822260833261813,0.11926911308915908
diamonds,1,6020,XT,0.05988371457372392,0.11422669636456895,0.06742171953327289,2.3971643447875977,0.04680497683129605,0.021160202966282023,0.005318438477540785,0.026478643350187524,0.057840548955720925,0.11772426352944484
diamonds,1,6020,RF,0.05978404645903958,0.11352996388642926,0.06815640526791168,3.029132604598999,0.04537355861851755,0.02154327236458398,0.005369531131656696,0.026912805402605388,0.05700998385483245,0.11679403031387203
diamonds,1,6020,tabICL,0.06134550870454984,0.1307840008677385,0.07616386628304232,10.878659009933472,0.0546201292913168,0.024586778422631947,0.005558947227229574,0.03014572564986151,0.05852161228062702,0.11986712098517686
diamonds,1,6020,PartitionWise,0.04735879412917204,0.0649744018858495,0.030487369599047166,0.2205822467803955,0.034487032286802353,0.007629009104740453,0.0040610082040690495,0.011690019215174216,0.044534897705249224,0.09189369183442125
diamonds,1,6020,TabPFN,0.0608471699529312,0.13087819622048197,0.07601832868128941,9.097076177597046,0.0548598622458132,0.02457970137208193,0.005493071794321536,0.03007277316640346,0.05802327352900838,0.11887044348193958
diamonds,1,9925,BetterCatBoost,0.06581359536581735,0.138818204612928,0.08308942284059104,13.064823389053345,0.05572878177233689,0.0267321604897246,0.005688652519576684,0.0324208149745092,0.06203528167618912,0.12784887704200648
diamonds,1,9925,CheapBetterLGBMClassifier,0.06596472911930804,0.13604614596251233,0.08214667539506401,4.255767107009888,0.0538994705674483,0.026240207984150322,0.005627296643120436,0.03186750659247869,0.06218641542967981,0.12815114454898785
diamonds,1,9925,XT,0.06522921288343761,0.12026653909738996,0.07713136580249037,2.7245471477508545,0.04313517329489954,0.02451610550750408,0.0054674237274872865,0.0299835312001993,0.061390445706826315,0.12661965859026392
diamonds,1,9925,RF,0.06490679455043687,0.12377035540792095,0.07844741756841304,3.6939637660980225,0.045322937839507825,0.024950898678508835,0.005603195347974271,0.030554095991691038,0.06085644044563813,0.12576323499607497
diamonds,1,9925,tabICL,0.0665591881797656,0.1396890331273088,0.08424667650392398,20.087564945220947,0.05544235155525108,0.027115987652832973,0.005701707081607332,0.03281769473444031,0.06278087449013738,0.12934006266990297
diamonds,1,9925,PartitionWise,0.04684129922756321,0.06323595386238415,0.029155509820316828,0.2480030059814453,0.034080444042067316,0.007262456431742395,0.0037899621516856523,0.011052420548635972,0.04306298553793496,0.08990428476549817
diamonds,1,9925,TabPFN,0.06718387346724118,0.14094818997465747,0.0840205510675183,16.751458883285522,0.05692763383900542,0.027014111850870492,0.005747676989173519,0.032761788840044014,0.06340555977761295,0.13058943324485414
diamonds,1,16360,BetterCatBoost,0.06425427189666076,0.13820017811484436,0.08134551194741022,19.186341762542725,0.056854666167434106,0.026254372244666646,0.005760867616891435,0.03201524175209737,0.06168705857470449,0.12594133047136527
diamonds,1,16360,CheapBetterLGBMClassifier,0.06312346532030036,0.1356958248617207,0.08088672741527572,5.83120059967041,0.054809097446445,0.026121878936106104,0.005620956489627219,0.0317428373162726,0.06055625199834408,0.12367971731864444
diamonds,1,16360,XT,0.06235940688105259,0.11957042330043262,0.07522434630446855,3.2945384979248047,0.044346076995964025,0.02428253153938616,0.0053446945234786325,0.02962722795340409,0.059749406189965146,0.12210881307101773
diamonds,1,16360,RF,0.06344131373397295,0.12404178099724647,0.07814021152006084,4.6410346031188965,0.045901569477185634,0.025045607344635474,0.005428817723695981,0.03047442695887074,0.060959674887960294,0.12440098862193323
diamonds,1,16360,tabICL,0.06469437052976239,0.13914737447567146,0.08233110880773845,41.73823118209839,0.056816260313975596,0.026617133609232124,0.0057712380816079545,0.03238837169084009,0.06212715720780613,0.12682152773756852
diamonds,1,16360,PartitionWise,0.0474205273870734,0.06432805833525054,0.028067264587297767,0.5904719829559326,0.03626079374795279,0.006842195069320117,0.003964522600031295,0.01080671955989071,0.044853314065117125,0.09227384145219052
diamonds,1,16360,TabPFN,0.06493275704039922,0.1395509880310089,0.0817027534063411,37.190468311309814,0.05784822927071037,0.026368838249794534,0.005825856116165562,0.0321946943659601,0.06236554371844294,0.12729830075884213
diamonds,1,26970,BetterCatBoost,0.06514274442377116,0.13936578413629208,0.0822570916372998,28.795471906661987,0.05710869249899227,0.026629368947335495,0.005775615243006818,0.03240498612605675,0.06184280534386414,0.12698554976763526
diamonds,1,26970,CheapBetterLGBMClassifier,0.06550611126719026,0.13925036765503507,0.08223830679792846,9.73983120918274,0.05701206085710658,0.026543094234330163,0.005802418848537808,0.03234551501858242,0.06220617218728325,0.12771228345447355
diamonds,1,26970,XT,0.06328883320037904,0.12700596266977832,0.07826509406934987,4.459295749664307,0.04874086860042842,0.025385306511714577,0.005513847609047232,0.03089915605647625,0.059951815796994615,0.12324064899737366
diamonds,1,26970,RF,0.0643196077801185,0.12867563388432468,0.07991645526006588,6.192852258682251,0.048759178624258735,0.025750743572727754,0.00558790561588611,0.0313386511243283,0.06116798155211413,0.12548758933223264
diamonds,1,26970,tabICL,0.06553948243812673,0.1419487842581088,0.08451811843983173,96.47824287414551,0.05743066063724537,0.027468915227703915,0.005825786326197338,0.033294701553901254,0.0622395433582197,0.12777902579634642
diamonds,1,26970,PartitionWise,0.04637373760093969,0.060060252537189274,0.026979657101140343,0.7128732204437256,0.033080595436048896,0.006600267129339083,0.0037092707268735732,0.0103095397919271,0.04307379852103268,0.08944753612197236
diamonds,1,26970,TabPFN,0.06553948262376966,0.14054211708953662,0.0831407319096687,89.06468749046326,0.057401379998836224,0.026951850157039093,0.005788288033041133,0.032740138190080224,0.062239543543862644,0.12777902616763231
diamonds,2,300,BetterCatBoost,0.06533332586288451,0.08986960210934544,0.04620860996545061,4.794820308685303,0.04366099214389481,0.0127118283558682,0.004658556205165923,0.017370386909829647,0.05533334970474243,0.12066667556762696
diamonds,2,300,CheapBetterLGBMClassifier,0.05933332602183024,0.08353093336037039,0.04621847215247614,1.4949331283569336,0.03731246120789423,0.013003864853072866,0.004366473831608516,0.017370341033476903,0.04933334986368815,0.1086666758855184
diamonds,2,300,XT,0.06433332562446595,0.05972821130284265,0.04674340802557381,3.3501901626586914,0.012984803277268786,0.012557256910463731,0.0046674050586118735,0.017224664317871126,0.05433334946632386,0.11866667509078979
diamonds,2,300,RF,0.06033332546552023,0.06941290127787257,0.0565478619507598,4.349269866943359,0.012865039327112743,0.015857405058611884,0.004196442095648907,0.02005384950305632,0.04966668248176575,0.11000000794728597
diamonds,2,300,tabICL,0.06299999197324117,0.10544998145745052,0.05946659798554761,3.007544994354248,0.04598337987210208,0.018302074912935496,0.004633128570158978,0.022935203483094475,0.053000015815099076,0.11600000778834026
diamonds,2,300,PartitionWise,0.04966665784517924,-0.035937642173758166,0.030309386437405095,0.18856191635131836,-0.06624702861116333,0.007120546927466822,0.0029614006961187545,0.010081949972381099,0.03966668168703715,0.0893333395322164
diamonds,2,300,TabPFN,0.05799999237060547,0.11192084469944388,0.06467240668964568,4.049073219299316,0.04724843440999737,0.02018240216809014,0.0045743360185347606,0.024756738186624903,0.04800001621246338,0.10600000858306884
diamonds,2,495,BetterCatBoost,0.05232322601356891,0.10223827474025227,0.06362330957761457,5.326598644256592,0.03861496516263774,0.02000620567420539,0.004620131761899247,0.02462633923064094,0.05131314884532582,0.10363637485889474
diamonds,2,495,CheapBetterLGBMClassifier,0.056161610285441074,0.10562577653730756,0.06818587230908905,1.6627466678619385,0.03743990422821849,0.022790275236402306,0.004461211568695429,0.027251488599634048,0.05515153311719798,0.11131314340263906
diamonds,2,495,XT,0.045656559684059836,0.014939304163275694,0.01800239535389292,3.329134941101074,-0.003063091190617223,0.012593331538797025,0.003622646914779072,0.0162159802481124,0.045858603535276474,0.09151516321933631
diamonds,2,495,RF,0.04646464020314843,0.023469256389023106,0.04373909821152712,4.362992763519287,-0.02026984182250402,0.014149448261580416,0.003496227161692643,0.01764567721780937,0.04444446178397747,0.0909091019871259
diamonds,2,495,tabICL,0.054141408265239055,0.10835150957856783,0.07052154524277873,2.9709060192108154,0.03782995861434242,0.022839017440047533,0.004752773555420695,0.02759179099546823,0.05313133109699595,0.10727273936223503
diamonds,2,495,PartitionWise,0.04303029306007154,-0.014751550198771834,0.016284488707808492,0.14615082740783691,-0.031036038906580316,0.00309865170886795,0.0029039112248308422,0.006002564728235097,0.04202021589182844,0.08505050895189999
diamonds,2,495,TabPFN,0.05555555001653807,0.11773497133318404,0.0760731304667184,2.755734920501709,0.04166183514501895,0.024928617276100802,0.004850001801742339,0.029778619077843137,0.05454547284829496,0.110101022864833
diamonds,2,815,BetterCatBoost,0.06319017746697173,0.1261097922056213,0.06214249934755274,6.784667491912842,0.06396729285806856,0.018106247860127454,0.006288305423827703,0.02439455505403943,0.06257670437631432,0.12576688184328605
diamonds,2,815,CheapBetterLGBMClassifier,0.06196318418701734,0.1256225475892452,0.0671305496571681,1.9132602214813232,0.058491997932077114,0.019765445082709002,0.0057431980345027025,0.025508644887295963,0.06134971109635991,0.12331289528337726
diamonds,2,815,XT,0.06122698769247605,0.10914319358800273,0.047726958473142095,3.613355875015259,0.06141623511486063,0.012529214317168644,0.005887482892492436,0.018416698979745336,0.06061351460181863,0.12184050229429469
diamonds,2,815,RF,0.06294477922053425,0.11346135076811267,0.05115269751477606,4.867485523223877,0.0623086532533366,0.01367353606222658,0.006102943015191814,0.019776480847502654,0.06319020174763686,0.1261349809681711
diamonds,2,815,tabICL,0.06417177308556492,0.1296835229505395,0.06551984220292391,3.2587201595306396,0.06416367493256905,0.019286754288556383,0.006192019652845453,0.025478773941401835,0.0635582999949075,0.1277300730804724
diamonds,2,815,PartitionWise,0.04306747386791955,0.03785518360055713,0.015060716614161274,0.1653602123260498,0.02279446698639582,0.002583584694646701,0.003664802850711575,0.006248389315442542,0.04245400077726212,0.08552147464518166
diamonds,2,815,TabPFN,0.060122693243202255,0.12161044576940641,0.06101602024193643,3.461710214614868,0.06059441971242342,0.017816414871464476,0.0058959520881745,0.023712366959638978,0.059509220152544826,0.11963191339574708
diamonds,2,1344,BetterCatBoost,0.05252953859119789,0.11398767694925467,0.055296053623447625,7.132288217544556,0.05869162332580704,0.017074135626308884,0.005758977024387229,0.02283311404292595,0.058044737487153344,0.11057427607835121
diamonds,2,1344,CheapBetterLGBMClassifier,0.0529731387195276,0.11389501408691786,0.05657741906526169,2.2843029499053955,0.05731759502165619,0.017428490435872378,0.005775866314739147,0.02320435814284138,0.058488337615483055,0.11146147633501065
diamonds,2,1344,XT,0.05409254197082727,0.10158442861913908,0.05253436124813983,3.6929824352264404,0.049050067370999206,0.015599284643514599,0.005519932858449839,0.02111921889419429,0.06012818691025813,0.11422072888108539
diamonds,2,1344,RF,0.05684014220603635,0.11362132192840688,0.05310495931236321,4.9610559940338135,0.06051636261604367,0.015855204455853165,0.005926063080943314,0.021781268929026328,0.06406759753883635,0.1209077397448727
diamonds,2,1344,tabICL,0.05252815129714199,0.11323321724865225,0.055163728599239736,3.9575376510620117,0.058069481387979106,0.016759333849164698,0.005689575249113299,0.022448909098277996,0.058043350193097455,0.11057150149023942
diamonds,2,1344,PartitionWise,0.04129084073358904,0.028335299396974538,0.015958470551517657,0.16891765594482422,0.012376828845456872,0.003174130044993384,0.004016873032506352,0.007191004469729578,0.046806039629544494,0.08809688036313354
diamonds,2,1344,TabPFN,0.05200964792622834,0.11612942984243535,0.05831224197360611,3.03277587890625,0.057817180607395845,0.0181134456607202,0.005542451439098164,0.023655897099818364,0.057524846822183784,0.10953449474841212
diamonds,2,2215,BetterCatBoost,0.05404062481012624,0.1131914196380881,0.05915982600328802,7.827160596847534,0.054031593634800146,0.018458083030261335,0.005324600626860229,0.023782685236291463,0.05652371862941079,0.11056434343953703
diamonds,2,2215,CheapBetterLGBMClassifier,0.0545823856616397,0.11019751079571993,0.05752694300785499,2.428443193435669,0.05267056778786496,0.01786664577025766,0.005339769326055904,0.02320641667548347,0.05706547948092424,0.11164786514256395
diamonds,2,2215,XT,0.05367945155494638,0.10331397112528824,0.04921007938743843,3.587782621383667,0.05410389173784981,0.014737420041095966,0.005291049336305392,0.020028470956571252,0.05575622473559584,0.10943567629054222
diamonds,2,2215,RF,0.052641076697183785,0.10410047997803865,0.051784049431084125,4.444419622421265,0.05231643054695456,0.015542009958326958,0.005383178756922391,0.02092519029441926,0.055575637677453174,0.10821671437463695
diamonds,2,2215,tabICL,0.05376974535311317,0.11340523801089006,0.058694306089870106,4.821012735366821,0.05471092537517339,0.018144157244645173,0.005325711285916826,0.023469868530562002,0.05625283917239773,0.1100225845255109
diamonds,2,2215,PartitionWise,0.04230247162803839,0.05689493696385643,0.016418759454081132,0.17751860618591309,0.04047617750977535,0.0035256116558778834,0.004111241917693589,0.007636855152741387,0.04478556544732294,0.08708803707536135
diamonds,2,2215,TabPFN,0.05557561431996709,0.1140171732247868,0.05997164397076356,3.6243743896484375,0.05404552270817668,0.018627785961511573,0.0052612600620136315,0.02388904602352521,0.058058708139251645,0.11363432245921874
diamonds,2,3652,BetterCatBoost,0.05922593616861575,0.11747686656386422,0.06546960773373356,7.57641077041626,0.052007258830130666,0.020177199461489968,0.005450048439026606,0.02562724961230356,0.05955802529915684,0.11878396146777259
diamonds,2,3652,CheapBetterLGBMClassifier,0.05897973595062631,0.11449545003132991,0.06347061840112915,2.961256504058838,0.05102483163020075,0.01940408795390967,0.0053944145151485325,0.02479850418084518,0.05931182508116739,0.1182915610317937
diamonds,2,3652,XT,0.05665183101107758,0.08921848429605002,0.053098028953371956,2.282752513885498,0.03612045534267807,0.015537617741558757,0.005012006275436793,0.02054962572878253,0.057011054989065744,0.11366288600014333
diamonds,2,3652,RF,0.0580217312427461,0.10100337632502825,0.05647503100714478,2.765573263168335,0.04452834531788349,0.017088879685435814,0.005275627128004207,0.022364508525227013,0.059394054164875386,0.11741578540762147
diamonds,2,3652,tabICL,0.05881625243700343,0.12052104753013142,0.06794584303731033,6.837164640426636,0.05257519845461872,0.021277870700014474,0.005515609803633373,0.026793480503647844,0.05914834156754452,0.11796459400454795
diamonds,2,3652,PartitionWise,0.0456425881432269,0.05434852570632297,0.023327760122625673,0.1925487518310547,0.03102076558369732,0.005530117050814442,0.004037655001626431,0.009567773764227863,0.04597467727376798,0.09161726541699489
diamonds,2,3652,TabPFN,0.060431903724608924,0.12353668433160454,0.06949971766879834,5.040316820144653,0.054036960624603815,0.021825555261538513,0.005618566098549679,0.027444121360088197,0.060763992855150016,0.12119589657975893
diamonds,2,6020,BetterCatBoost,0.05536544206134505,0.12069619352703512,0.06191381982969866,8.710208892822266,0.05878237369733645,0.019251180413009564,0.0059645432720716015,0.02521572492575135,0.06333888783011325,0.1187043298914583
diamonds,2,6020,CheapBetterLGBMClassifier,0.05503321634574586,0.11857823415308869,0.06210019608223409,3.7102670669555664,0.05647803807085461,0.01925911724107541,0.005832624598927211,0.0250917430806728,0.06300666211451408,0.11803987846025991
diamonds,2,6020,XT,0.05372092410971556,0.10277617030597519,0.055067483118274405,2.3874921798706055,0.04770868718770076,0.01676604342525821,0.005695155643789024,0.022461200309717412,0.061843871456444065,0.11556479556615962
diamonds,2,6020,RF,0.053504977174771595,0.10076982849930582,0.056166602961605985,3.0287392139434814,0.04460322553769982,0.017161658043198396,0.0056088341229326155,0.022770493406801207,0.06189370523655533,0.11539868241132693
diamonds,2,6020,tabICL,0.05511627320039312,0.12148996911078402,0.06315042604004747,11.039926767349243,0.05833953522914874,0.01971725780250771,0.005950147765201965,0.025667405567709668,0.06308971896916134,0.11820599216955445
diamonds,2,6020,PartitionWise,0.04142856213737564,0.06089383274266471,0.02278200051101248,0.21979904174804688,0.0381118322316522,0.005453325287607285,0.004439302340060611,0.009892628868338091,0.049402007906143845,0.09083057004351949
diamonds,2,6020,TabPFN,0.05583055908497782,0.12317851810151645,0.06364630194779373,8.882393598556519,0.059532208312134925,0.019883998092016415,0.006042106788924873,0.025926104880941287,0.06380400485374602,0.11963456393872385
diamonds,2,9925,BetterCatBoost,0.06198487947209356,0.12770431663631995,0.07230082948813138,11.201346635818481,0.055403487148188546,0.022710677721993706,0.00569000136927581,0.02840068086390716,0.061329991475160536,0.12331487094725409
diamonds,2,9925,CheapBetterLGBMClassifier,0.06268009405592526,0.12784026876203383,0.07187635603762883,4.312607049942017,0.05596391272440502,0.022499526927671064,0.005793992856147434,0.028293521556456137,0.062025206058992255,0.1247053001149175
diamonds,2,9925,XT,0.059657424343022646,0.11336914229400608,0.06510844162239457,2.8074147701263428,0.04826070067161148,0.020130073794112996,0.005396345274661549,0.025526420841412184,0.059103291941529856,0.11876071628455251
diamonds,2,9925,RF,0.06044331823248106,0.11559489825193196,0.0658483637860589,3.7091376781463623,0.04974653446587303,0.020447416083505664,0.00544656525786894,0.025893983114012236,0.059768279025176306,0.12021159725765737
diamonds,2,9925,tabICL,0.06389923825972628,0.13180004687349417,0.07435638412024938,20.592230081558228,0.05744365694797225,0.023330251908572554,0.005841079521107776,0.029171331429680324,0.06324435026279325,0.12714358852251953
diamonds,2,9925,PartitionWise,0.04654910916345245,0.06327947479920396,0.028058956169097583,0.23375725746154785,0.03522051863010635,0.006926834933010448,0.0039172635815990595,0.010844100287247143,0.045894221166519436,0.0924433303299719
diamonds,2,9925,TabPFN,0.06470528379195284,0.1319889953066053,0.07433901261002115,16.704363584518433,0.057649976891311586,0.023329940789404983,0.005897246476116533,0.02922718726552152,0.06405039579501981,0.12875567958697262
diamonds,2,16360,BetterCatBoost,0.06182150890308371,0.13007433481484992,0.07498285595022533,19.80369257926941,0.055091478864624586,0.02394789716932296,0.005663419377362286,0.029611318346779224,0.060721288246164115,0.12254279714924783
diamonds,2,16360,CheapBetterLGBMClassifier,0.06150977325177135,0.1280214172759585,0.07343322103411606,5.778598070144653,0.054588196241842434,0.02335450687799315,0.005633972837640005,0.02898848151572713,0.06040955259485174,0.12191932584662309
diamonds,2,16360,XT,0.06120415011507374,0.11397500622427852,0.0684213751380398,3.3170876502990723,0.0455536310862387,0.02135232942783322,0.005457113793494723,0.026809445021421924,0.059908330345795034,0.12111248046086878
diamonds,2,16360,RF,0.06121637467795886,0.1163437967772432,0.07016927102798828,4.686110258102417,0.04617452574925489,0.022004520476257252,0.00550620507303832,0.02751072734938955,0.06024451577867447,0.12146089045663336
diamonds,2,16360,tabICL,0.06275671760581233,0.13231583785181994,0.07632157667303177,42.31567907333374,0.05599425547861562,0.024349855729503996,0.00574686767723932,0.030096723406743308,0.06165649694889273,0.12441321455470507
diamonds,2,16360,PartitionWise,0.04681539324938814,0.0625631351779646,0.027591705993350358,0.634676456451416,0.03497142918461423,0.006815946381395374,0.003922340198022983,0.010738288379512347,0.045715172592468545,0.09253056584185668
diamonds,2,16360,TabPFN,0.06275060539723609,0.13218565759570694,0.0758247368814408,37.17042016983032,0.05636091501409359,0.024208204268220547,0.005752955288581871,0.029961159556802414,0.06165038474031649,0.12440099013755257
diamonds,2,26970,BetterCatBoost,0.061635143168113124,0.1312201733551416,0.07404270280172173,26.110572338104248,0.05717747055341983,0.02360233345220492,0.005775994705590912,0.02937832988319781,0.06174640171519907,0.12338154488331218
diamonds,2,26970,CheapBetterLGBMClassifier,0.06292546605639517,0.1331618777995943,0.07497994749027426,8.640623331069946,0.058181930309320076,0.02386794726604873,0.005889928329445698,0.02975787732089641,0.06303672460348111,0.12596219065987627
diamonds,2,26970,XT,0.06132739453038154,0.11861277189325463,0.06943628443765523,4.486348390579224,0.049176487455599396,0.02190615243765987,0.005598269192902311,0.027504423355964154,0.0615350564055678,0.12286245093594934
diamonds,2,26970,RF,0.061668513932403114,0.1228218111635135,0.07166646930460711,6.408121824264526,0.051155341858906356,0.022657734252235898,0.005699872208598763,0.028357608186236644,0.06183168191488999,0.12350019584729313
diamonds,2,26970,tabICL,0.06306636405512718,0.13446981558382856,0.07606001810782412,99.23940324783325,0.058409791489918796,0.0242882174738083,0.005901938843022078,0.030190156316830374,0.06317762260221313,0.12624398665734032
diamonds,2,26970,PartitionWise,0.04498330486850647,0.061662372773458554,0.024207041385717887,0.6918184757232666,0.03745533138774069,0.00579058138639231,0.004032374575079323,0.00982295768687361,0.045094563415592405,0.09007786828409887
diamonds,2,26970,TabPFN,0.062354462222784235,0.13314338001755538,0.074874241616472,89.6499674320221,0.058269132414997774,0.023855465615888548,0.005869620069000448,0.029725085684888998,0.062465720769870184,0.1248201829926544
diamonds,3,300,BetterCatBoost,0.06533332745234172,0.11653752916832608,0.09066149665841665,6.181135177612305,0.02587603250990937,0.02947668163231057,0.0034931394209513954,0.03296982360756936,0.0520000179608663,0.11733334541320802
diamonds,3,300,CheapBetterLGBMClassifier,0.06666666110356648,0.11236891599073155,0.08579461717501527,1.5794575214385986,0.026574298815716324,0.027145404209122877,0.003549431176746562,0.03069483794017682,0.05333335161209106,0.12000001271565755
diamonds,3,300,XT,0.0666666603088379,0.04511181723213723,0.07197889180653658,3.2842371463775635,-0.026867074574399408,0.022942256704951883,0.004284404853100025,0.027226664112359283,0.05266668399175008,0.11933334430058799
diamonds,3,300,RF,0.06866665999094645,0.050329356764870235,0.08038947699254426,4.261798143386841,-0.03006012022767406,0.02581814559384077,0.003823071519766695,0.02964121966791484,0.05500001708666483,0.12366667707761128
diamonds,3,300,tabICL,0.06833332737286886,0.09950938120547873,0.08545632086020466,2.8654675483703613,0.014053057532150975,0.027599963073929153,0.003330020968463336,0.030929984042392483,0.055000017881393436,0.12333334525426229
diamonds,3,300,PartitionWise,0.05833332339922588,-0.03965488159907167,0.028678190813579817,0.19234871864318848,-0.0683330724126514,0.005681647168912815,0.002861710512613419,0.008543360235833608,0.04500001390775045,0.10333333730697632
diamonds,3,300,TabPFN,0.06799999396006266,0.12008591517054668,0.08500524405958013,3.5402944087982178,0.035080668297843454,0.02720999994315207,0.00449139027455506,0.03170139021770713,0.05466668446858723,0.12266667842864991
diamonds,3,495,BetterCatBoost,0.06282827613329647,0.12350552034768567,0.08807920561665145,6.564876079559326,0.035426314731034164,0.02981283813027693,0.004367976189765123,0.03418081698644681,0.047676784823639226,0.11050506095693569
diamonds,3,495,CheapBetterLGBMClassifier,0.06444443813478104,0.1214164473700059,0.08530158781966798,2.005880117416382,0.03611485955033789,0.028697830961117533,0.004598836849203289,0.03329667047672559,0.04929294682512379,0.11373738495990482
diamonds,3,495,XT,0.05878787209289242,0.03884794049281862,0.08332495757883088,3.300339460372925,-0.04447701708601235,0.0268597279733259,0.003076652776917341,0.029936383416647994,0.0428282997824929,0.10161617187538532
diamonds,3,495,RF,0.06444443765312735,0.09964296346775844,0.08215569356020794,4.328356981277466,0.017487269907550416,0.026289986110250685,0.0040206482875795296,0.030310637064234973,0.049090926093284526,0.11353536374641186
diamonds,3,495,tabICL,0.06929292269427366,0.13031936228886268,0.0909856794776128,2.974785566329956,0.03933368042722364,0.03056866635493181,0.00517837181855315,0.03574703817348496,0.05414143138461643,0.1234343540788901
diamonds,3,495,PartitionWise,0.06040403120445483,0.013420128470000065,0.03587031442568004,0.14794397354125977,-0.02245018595567999,0.009141637906956237,0.003716134903951729,0.012857775477312728,0.045252539894797585,0.10565657109925242
diamonds,3,495,TabPFN,0.06666666040516864,0.1384798058009282,0.09959813105955573,2.769906997680664,0.03888167235734626,0.03388426140987906,0.004800938783202884,0.03868520019308195,0.05151516909551139,0.11818182950068001
diamonds,3,815,BetterCatBoost,0.06380367337560361,0.1258115575393377,0.07335800102644378,5.5950963497161865,0.05245355651289398,0.022656282876878674,0.005426297970617874,0.028082582995823467,0.05705523095979281,0.12085890433539644
diamonds,3,815,CheapBetterLGBMClassifier,0.06282207804954856,0.11877005834823988,0.06860998670365169,1.875314712524414,0.05016007164458819,0.021184925412800194,0.005306749363225341,0.026491676924352465,0.05607363563373776,0.11889571368328633
diamonds,3,815,XT,0.0645398707477593,0.10768088577744454,0.06571417326561617,3.554835319519043,0.041966712511828416,0.01960177017614479,0.005290713598094343,0.02489248592256605,0.058159526286680995,0.1226993970344403
diamonds,3,815,RF,0.0689570488373926,0.10468719680358574,0.06951281562316318,4.832762241363525,0.03517438118042261,0.020546719051400417,0.0057072643820070944,0.026253985581734435,0.06171780875855428,0.13067485759594688
diamonds,3,815,tabICL,0.06711655730850126,0.12620115368798332,0.07231075899262769,3.2578952312469482,0.053890390328182144,0.0223562809701529,0.005584176846840512,0.027940457816993412,0.060368114892690464,0.1274846722011917
diamonds,3,815,PartitionWise,0.04429446919564089,-0.04395044154798831,0.021609572469043076,0.16222572326660156,-0.06556001401703127,0.005040844042411838,0.0020947609691493786,0.007135607159888138,0.037546026779830086,0.08184049597547098
diamonds,3,815,TabPFN,0.06319017688189547,0.13281815428536853,0.07744177737380495,3.0444834232330322,0.055376372544390075,0.024605082904497172,0.005511992846931451,0.030117075751428624,0.05644173446608467,0.11963191134798015
diamonds,3,1344,BetterCatBoost,0.06367973485149343,0.11963306515688563,0.06672545064675263,5.730448246002197,0.052907614510133025,0.020417207891038416,0.005540084709425871,0.025957294680964405,0.058031420458873176,0.12171115531036658
diamonds,3,1344,CheapBetterLGBMClassifier,0.062490144021594564,0.11637381751253391,0.06633705222718725,2.2007415294647217,0.05003676528534669,0.02042208173915772,0.005337850530005922,0.02575993434966376,0.05684182962897429,0.11933197365056884
diamonds,3,1344,XT,0.06219579836990594,0.08585286870940081,0.048019196874113004,3.6147496700286865,0.0378336718352878,0.012562943445895165,0.005139229487804572,0.01770217501419986,0.056770532180339214,0.11896633055024516
diamonds,3,1344,RF,0.06279198081235553,0.08830699703790776,0.05236243497947024,4.8595640659332275,0.03594456205843757,0.01483765973434141,0.004976604446961702,0.019814266261803236,0.056920618039418856,0.11971259885177439
diamonds,3,1344,tabICL,0.06010818777434644,0.11771264814863765,0.06846711909800345,3.8508169651031494,0.049245524423826806,0.02162408045490379,0.00542761367901988,0.027051694133923665,0.05445987338172618,0.11456806115607261
diamonds,3,1344,PartitionWise,0.05110690824028946,0.05702969774786117,0.029320379630338976,0.17239594459533691,0.027709318117522242,0.007320184408372335,0.003747813417478893,0.01106799990635134,0.04545859384766919,0.09656550208795867
diamonds,3,1344,TabPFN,0.06062863435027192,0.12420847926446092,0.0726397407116888,2.8918020725250244,0.05156873392596474,0.023079307763356965,0.005452176404076731,0.0285314841674337,0.054980319957651666,0.11560895430792359
diamonds,3,2215,BetterCatBoost,0.05047403415223546,0.1076689120285603,0.05701200148160381,7.071859836578369,0.05065691054695649,0.01808767225246683,0.005345606050894809,0.023433279632020486,0.05702033338912723,0.10749436754136268
diamonds,3,2215,CheapBetterLGBMClassifier,0.050835208160882606,0.10547526492103924,0.0565824251714497,2.4312074184417725,0.04889283974958954,0.01786187690615857,0.005327383847727736,0.023189262082545153,0.05738150739777438,0.108216715558657
diamonds,3,2215,XT,0.04699773664668235,0.07155754720848048,0.04073701509732864,3.52994441986084,0.030820532111151832,0.012982165714230548,0.0046435401812483556,0.017625707224137747,0.053002275032060675,0.10000001167874303
diamonds,3,2215,RF,0.04898419234876439,0.07363611043719025,0.04424533753638604,4.0381364822387695,0.029390772900804208,0.013702842915133484,0.005043785980094602,0.01874663022388693,0.056343132540011776,0.10532732488877616
diamonds,3,2215,tabICL,0.05106094217192777,0.1080838691548494,0.0600969496547233,4.824141502380371,0.04798691199534956,0.01945366714334717,0.0052963434285746985,0.024750010571921867,0.057607241408819544,0.1086681835807473
diamonds,3,2215,PartitionWise,0.04018057915749991,0.05161236446677214,0.0226949476824005,0.18026065826416016,0.028917416784371625,0.00539871319351144,0.003752803844986022,0.0091515183671563,0.04672687839439168,0.08690745755189158
diamonds,3,2215,TabPFN,0.05079006185380922,0.11081645160526406,0.061547413323345276,3.4694247245788574,0.04926903077714229,0.01988868741129376,0.005220148486691829,0.02510883589798558,0.05733636109070099,0.10812642294451022
diamonds,3,3652,BetterCatBoost,0.05933237607333934,0.11576117643276614,0.06477218109150526,8.098542928695679,0.05098899534126087,0.020104966859869684,0.005222064021243348,0.025327032744830058,0.05720021094531176,0.1165325870186511
diamonds,3,3652,CheapBetterLGBMClassifier,0.05908658845218728,0.11608757521394178,0.06517879559597031,2.996236801147461,0.05090877961797143,0.020267961124798076,0.005267116085628645,0.025535079074143752,0.056954423324159696,0.11604101177634699
diamonds,3,3652,XT,0.05782668988484818,0.09968586850923392,0.058279187884891524,2.2091455459594727,0.041406680624342294,0.017675671072378947,0.005142112493505105,0.02281778542960107,0.05580437604753232,0.11363106593238051
diamonds,3,3652,RF,0.05873004945346786,0.10341761862128995,0.06024538185421972,2.779745101928711,0.043172236767070146,0.018409678251718777,0.005277037224956571,0.023686717340392363,0.056653016040862335,0.11538306549433017
diamonds,3,3652,tabICL,0.0592496983494253,0.12037463795447687,0.06864953842274985,6.796518087387085,0.051725094075096775,0.02168371879992747,0.005302958279033693,0.026986677078961165,0.05711753322139771,0.11636723157082299
diamonds,3,3652,PartitionWise,0.044904399238631675,0.05491222177644567,0.02407595157687812,0.1926743984222412,0.030836270199567563,0.005733968377336768,0.0035126513583308926,0.009246621599384686,0.04277223411060409,0.08767663334923576
diamonds,3,3652,TabPFN,0.05793519212189744,0.1208234866871433,0.06906515553656076,5.054375648498535,0.05175832569395228,0.0220158522973867,0.005248546092077075,0.027264398389463772,0.05580302699386985,0.11373821911576729
diamonds,3,6020,BetterCatBoost,0.059833879605480214,0.1223974576333016,0.06842537231064191,9.482011079788208,0.0539720853226597,0.021482736817324072,0.0055364959725566374,0.02701923456310651,0.05916945162009559,0.1190033312255758
diamonds,3,6020,CheapBetterLGBMClassifier,0.060199328395615384,0.12092109635124944,0.06779930848691551,3.6656765937805176,0.053121787864333914,0.02132495046136303,0.0054943828436811535,0.026819335078269994,0.059534900410230775,0.11973422880584614
diamonds,3,6020,XT,0.05996677079470055,0.10764571947438599,0.06027942258183757,2.361689329147339,0.04736629689254839,0.01828829095471808,0.00555493362729099,0.02384322635523488,0.059235897531541085,0.11920266832624163
diamonds,3,6020,RF,0.05820597323072313,0.10915797520135753,0.0594289781195666,3.059030294418335,0.04972899708179088,0.0181304116634667,0.005477617274393232,0.023608030711085755,0.05795682753835406,0.11616280076907719
diamonds,3,6020,tabICL,0.0605315547052808,0.12466422404744373,0.06994919852933816,10.819709062576294,0.05471501971508451,0.02212873708620742,0.005603811737429157,0.027732548823636582,0.05986712671989618,0.12039868142517698
diamonds,3,6020,PartitionWise,0.04588038846107813,0.06484550315687092,0.026533503223755285,0.23738956451416016,0.03831199993311568,0.006491459670146327,0.004143708400970589,0.010635169844342726,0.04521596047569351,0.09109634893677163
diamonds,3,6020,TabPFN,0.05993354855185727,0.1267793407234566,0.07154388501771466,8.861191987991333,0.055235449902720876,0.022729540338424156,0.005627883417519558,0.02835742375594371,0.059269120566472655,0.11920266911832993
diamonds,3,9925,BetterCatBoost,0.05712845672588205,0.12549556835176337,0.06934203267471536,11.010207653045654,0.056153535677047985,0.02218648453109685,0.005637125665333758,0.027823611739226282,0.06020152842668201,0.11732998515256407
diamonds,3,9925,CheapBetterLGBMClassifier,0.05687656773728147,0.12003948125964345,0.06656566594806541,4.275025844573975,0.05347381531157804,0.021067798793843427,0.005513250420711569,0.02658105075735066,0.059949639438081445,0.11682620717536292
diamonds,3,9925,XT,0.056272034044529996,0.10892561053026002,0.06023593565086074,2.8991360664367676,0.04868967487939922,0.01873181597749541,0.005435081580630027,0.0241668991009211,0.059687674928372084,0.11595970897290209
diamonds,3,9925,RF,0.055979842274855605,0.11074172766170402,0.06339077140205282,3.566080093383789,0.047350956259651154,0.019976306321743936,0.005364992579790395,0.02534130044433,0.05910329172533165,0.11508313400018726
diamonds,3,9925,tabICL,0.05787404949178624,0.12662269111320273,0.07055880025121312,20.16543197631836,0.05606388417690626,0.022612135823375033,0.005628072897420353,0.02824020872079539,0.060947121192586204,0.11882117068437245
diamonds,3,9925,PartitionWise,0.0428916775369524,0.0619726281639212,0.022145931398143626,0.24058747291564941,0.03982669676577757,0.005211905152053181,0.004203625737955891,0.009415532432804736,0.045964749237752386,0.08885642677470479
diamonds,3,9925,TabPFN,0.058156165644263735,0.1269168202434937,0.07028324676530433,16.731606483459473,0.056633566793106035,0.022528331113852544,0.0056728546204143915,0.028201185734266932,0.06122923734506371,0.11938540298932747
diamonds,3,16360,BetterCatBoost,0.06361246271500669,0.13686587270497474,0.08108834112380428,17.7378408908844,0.05577753158117047,0.026334730949500063,0.0056897310524826935,0.032024463892522045,0.061045249393050414,0.12465771210805712
diamonds,3,16360,CheapBetterLGBMClassifier,0.06465158272343335,0.13664936645114953,0.08067227790946598,5.904419422149658,0.055977088541683526,0.026090862172149887,0.005718762108221675,0.03180962617091085,0.06208436940147708,0.12673595212491043
diamonds,3,16360,XT,0.061949871505968146,0.12333687821658837,0.0750671500140675,3.34625506401062,0.048269728202520845,0.024596861903266754,0.005489979602261585,0.030086843396067618,0.059596594548750034,0.1215464660547182
diamonds,3,16360,RF,0.06312957774747555,0.12593330687848356,0.07664206895090805,4.777003526687622,0.04929123792757549,0.024771526917568447,0.00554727534390787,0.03031880415201561,0.06042789000753669,0.12355746775501224
diamonds,3,16360,tabICL,0.06404644895007966,0.1391846361585687,0.08258685736034341,41.672926902770996,0.056597773444267876,0.02696428921803477,0.005730308205933765,0.03269459742396853,0.06147923562812339,0.12552568457820307
diamonds,3,16360,PartitionWise,0.048178473457439024,0.06543732995231955,0.027682821014603853,0.6198790073394775,0.0377545089377157,0.006740359079390692,0.0041036065593361235,0.010843967529266103,0.045611260135482744,0.09378973359292178
diamonds,3,16360,TabPFN,0.06383251259991476,0.13909881233583082,0.08258456837871794,37.2005341053009,0.056514238603155485,0.02698724778729985,0.005738861122227923,0.03272610890952778,0.061265299277958485,0.12509781187787325
diamonds,3,26970,BetterCatBoost,0.062461987936722155,0.13482492386547795,0.0787687001036457,27.160587310791016,0.056056223761832204,0.025479967897221782,0.005691009057353494,0.031170978801135524,0.060608100024779545,0.12307008796150169
diamonds,3,26970,CheapBetterLGBMClassifier,0.06326287802299128,0.1360606404440402,0.07952224458834745,8.837713241577148,0.0565383958556927,0.025709264961182914,0.005759941953418693,0.031469208761161854,0.06140899011104868,0.12467186813403996
diamonds,3,26970,XT,0.06239153989209127,0.12459468616698033,0.07642187419839286,4.509662866592407,0.048172811968587415,0.0248054741967801,0.005537531935831713,0.030343007979172054,0.060422709362127625,0.12281424925421888
diamonds,3,26970,RF,0.0625954697916231,0.12588180924328754,0.0770159984534663,6.329256534576416,0.04886581078982116,0.024971117557960762,0.005609214566738488,0.030580333971259487,0.06075641307116527,0.12335188286278838
diamonds,3,26970,tabICL,0.06333332736712276,0.13785572044198685,0.08099454768448847,96.57093000411987,0.056861167235193785,0.026343245430986584,0.005736680240031944,0.03207992567101853,0.061479439455180154,0.12481276682230294
diamonds,3,26970,PartitionWise,0.04695957506591407,0.0633264214498785,0.027433327790716923,0.6844813823699951,0.03589309365916159,0.006662054431584505,0.003972040360116122,0.010634096638260874,0.04510568715397146,0.09206526221988551
diamonds,3,26970,TabPFN,0.06307007207400188,0.13714199465411298,0.08029043172212953,89.01586580276489,0.056851557409678864,0.026139013370320142,0.005725101024661508,0.03186411439498165,0.061216184162059276,0.12428625623606115
diamonds,4,300,BetterCatBoost,0.06466666142145792,0.1364533384193254,0.08687493152021744,5.346440076828003,0.04957840689910794,0.029082804220092146,0.005099863100319887,0.03418266987471942,0.05133335192998249,0.11600001335144042
diamonds,4,300,CheapBetterLGBMClassifier,0.06399999459584553,0.12527850880718663,0.0747639712292323,1.5774638652801514,0.0505145375779543,0.024449045175976424,0.005334531410985867,0.029783579141269674,0.05066668510437011,0.11466667970021567
diamonds,4,300,XT,0.060666660467783615,0.11698428093086988,0.07408176899790206,3.3150691986083984,0.042902511932967805,0.023619515964211146,0.004112071519766683,0.027731590038285202,0.05033335089683533,0.11100001136461893
diamonds,4,300,RF,0.06166665991147359,0.09622000142974965,0.0840788185904984,4.3411993980407715,0.012141182839251214,0.027982478927174103,0.004200960408655578,0.03218344189013707,0.048333350419998165,0.11000001033147175
diamonds,4,300,tabICL,0.06899999419848123,0.1451949223541837,0.09219490451685343,2.872497797012329,0.053000015024207106,0.03233847448253072,0.005440472361306849,0.03777894684383757,0.05566668470700582,0.12466667890548706
diamonds,4,300,PartitionWise,0.04299999197324117,-0.161782824453327,0.02016185740068601,0.17871856689453125,-0.18194468185401308,0.0035754936911606304,0.0006040860991141456,0.004179582344582161,0.02966668248176575,0.07266667445500692
diamonds,4,300,TabPFN,0.07899999419848124,0.15623818285322316,0.09816734982601556,3.5441513061523438,0.05807083021408447,0.03364510408680265,0.00593946281965638,0.03958456690645903,0.0656666847070058,0.14466667890548707
diamonds,4,495,BetterCatBoost,0.0822222148529207,0.13476086385411595,0.0897041048151837,5.919163227081299,0.04505675903893232,0.027309467102130856,0.004753441932999608,0.032062912573403685,0.0529293094018493,0.13515152425477
diamonds,4,495,CheapBetterLGBMClassifier,0.08161615410236397,0.1351746892737759,0.092405962489596,1.7221689224243164,0.04276872678417999,0.02808404409250994,0.004493179501466918,0.03257722713225005,0.052323248651292585,0.13393940275365657
diamonds,4,495,XT,0.06949494198115184,0.08506134353851426,0.06980954940958607,3.327695608139038,0.015251794128928187,0.02069182586688954,0.0035094465178435175,0.024201275923006256,0.0400000162798949,0.10949495826104674
diamonds,4,495,RF,0.07090908325079716,0.0799542850184903,0.07189279231331716,4.439796209335327,0.00806149270517308,0.021504014419078094,0.003134945956676288,0.02463896391402759,0.041414157549540205,0.11232324080033736
diamonds,4,495,tabICL,0.0763636290425002,0.13060766991243145,0.09458363982374922,2.8752431869506836,0.0360240310420766,0.02981967959891666,0.004305182070274643,0.034124861669191306,0.04707072359142882,0.12343435263392902
diamonds,4,495,PartitionWise,0.05999998974077629,0.048559039988350094,0.0416687747020712,0.144456148147583,0.006890265286278929,0.009745425654498496,0.002644993858232525,0.012390423051004216,0.030707084289704905,0.0907070740304812
diamonds,4,495,TabPFN,0.08262625535329182,0.1434662497276322,0.10073092795594474,2.747952938079834,0.04273532272508183,0.031936920836868915,0.004690835961729892,0.036627756798598796,0.05333334990222045,0.13595960525551226
diamonds,4,815,BetterCatBoost,0.047852755470509906,0.09153942581177776,0.04835957024706335,6.297954082489014,0.04317985556471438,0.01474709416360528,0.004943175708046618,0.019690270733953758,0.06196320876022059,0.10981596423073048
diamonds,4,815,CheapBetterLGBMClassifier,0.04576686569518107,0.09037077760686092,0.05096351758852271,1.9577984809875488,0.03940726001833824,0.01609483071083802,0.0047987581132919455,0.02089358968643182,0.059877318984891736,0.10564418468007282
diamonds,4,815,XT,0.0414723876063809,0.0516846909251949,0.03458059054311799,3.6255226135253906,0.017104100382076864,0.009705820541924455,0.00434954242331505,0.014055363827541361,0.05558284089609158,0.09705522850247247
diamonds,4,815,RF,0.040613491988620874,0.031584804353984294,0.03673386019793486,4.900298118591309,-0.005149055843950567,0.01068526157805261,0.004487388367418657,0.015172650807773125,0.05435584703106091,0.09496933901968177
diamonds,4,815,tabICL,0.04355827738170975,0.09544634038701796,0.05168847760537067,3.1924057006835938,0.043757853491705384,0.01625589576944069,0.004848412679892717,0.021104308449333406,0.05766873067142042,0.10122700805313016
diamonds,4,815,PartitionWise,0.024049072031594492,-0.03622181905521158,0.009457059837169246,0.16576051712036133,-0.04567887889238085,0.002075263033749203,0.0025992011606722513,0.004674465056723309,0.03815952532130516,0.062208597352899665
diamonds,4,815,TabPFN,0.048098154302023674,0.10103429737697331,0.051909481371079494,3.494227886199951,0.049124806715951916,0.015932957823473985,0.005258114550277049,0.021191072373751025,0.06220860759173434,0.11030676189375802
diamonds,4,1344,BetterCatBoost,0.0692093361669512,0.13654416811573908,0.08438416717266942,7.459245920181274,0.0521600009430697,0.027139325074366727,0.005317285743402849,0.03245661331236073,0.05684460386388317,0.12605394003083437
diamonds,4,1344,CheapBetterLGBMClassifier,0.06697330478491373,0.13301340015828478,0.08454554941304336,2.1166839599609375,0.048467850745241424,0.027410652228083993,0.005094750578827853,0.032505405301503,0.05460857248184572,0.12158187726675944
diamonds,4,1344,XT,0.0672765286918063,0.11426596790758572,0.06124472549305533,3.6835944652557373,0.053021242414530365,0.01799816259692771,0.005171052885262975,0.02316921797678184,0.054614121124957796,0.12189064981676408
diamonds,4,1344,RF,0.06802057813957821,0.1222291987875187,0.06875600223432768,4.954001426696777,0.05347319655319101,0.02092677544964059,0.005382692395271796,0.026309470339503555,0.05625036391673247,0.12427094205631066
diamonds,4,1344,tabICL,0.06742217542394538,0.13790419112065652,0.08489257550837932,3.8652334213256836,0.053011612570566656,0.027744659545891948,0.005242995711114429,0.03298765525700638,0.05505744312087737,0.12247961854482274
diamonds,4,1344,PartitionWise,0.05537146045862289,0.06023094714835468,0.03474099817153821,0.16927099227905273,0.025489948976816456,0.008373086732959677,0.0036550385286469146,0.012028127756197757,0.04300672815555487,0.09837818861417777
diamonds,4,1344,TabPFN,0.06697302736155512,0.14101583741457627,0.09024329978463727,3.2227983474731445,0.050772534588228425,0.029972383214559674,0.004976764386699353,0.03494914760125902,0.05460829505848711,0.12158132242004224
diamonds,4,2215,BetterCatBoost,0.07074491342626361,0.1439289491460929,0.08910377616680853,6.74669075012207,0.05482517297928437,0.029020578084240196,0.005531467271277818,0.03455204779755933,0.05923252191823438,0.129977435344498
diamonds,4,2215,CheapBetterLGBMClassifier,0.0693002187909714,0.14161063636261045,0.0883636388237079,2.4657232761383057,0.05324699753890252,0.028894136560504276,0.005424596954337749,0.03431873595688334,0.05778782728294217,0.12708804607391358
diamonds,4,2215,XT,0.06925507205334527,0.11998938401531023,0.07954326650228057,3.624082326889038,0.040446117513029664,0.02589273395123684,0.005051740723245862,0.03094447711652402,0.05805870760106071,0.127313779654406
diamonds,4,2215,RF,0.06749434960884113,0.12915486746070778,0.08013972547837171,4.408429861068726,0.04901514198233601,0.026126333148628368,0.005218417422518501,0.031344753013188176,0.0559819579931737,0.12347630760201485
diamonds,4,2215,tabICL,0.07115123438781326,0.1456733703739713,0.08986368540219028,4.752512216567993,0.05580968172891523,0.029455707556280075,0.005570677785609402,0.03502638534188947,0.05963884287978403,0.13079007726759725
diamonds,4,2215,PartitionWise,0.05413091516387113,0.048019019216015105,0.028928492703772977,0.18210530281066895,0.01909052651224217,0.00683900067311394,0.003168798969534886,0.01000780208469014,0.04261852365584191,0.09674943881971303
diamonds,4,2215,TabPFN,0.07151240871937495,0.1482743634645021,0.09360307197041044,3.457552194595337,0.054671288251225844,0.03051952184945278,0.00548218084808004,0.03600170269753281,0.06000001721134572,0.1315124259307207
diamonds,4,3652,BetterCatBoost,0.0622113754462774,0.12912147764652931,0.07328397583654425,7.866126298904419,0.055837501809985035,0.022949612897310033,0.005754856033462425,0.028704470744046407,0.060897380211246833,0.12310875565752424
diamonds,4,3652,CheapBetterLGBMClassifier,0.062484560856260585,0.1256199064075125,0.07205577553787892,3.227877140045166,0.05356413086963356,0.02218829516076344,0.005595285316751963,0.027783582290789345,0.06117056562123001,0.12365512647749058
diamonds,4,3652,XT,0.06349852253891522,0.11019008374519572,0.06967135947534751,2.3533549308776855,0.040518724269848164,0.021323253600901926,0.005617929154292017,0.026941184568467884,0.062376195603492134,0.12587471814240736
diamonds,4,3652,RF,0.06218266673552105,0.11317513982209189,0.06967544933320129,2.7795629501342773,0.04349969048889055,0.02138048281715039,0.00539931811501595,0.026779802745440277,0.060759419680396796,0.12294208641591783
diamonds,4,3652,tabICL,0.06385281318033295,0.13147454230996206,0.07466633609327386,6.757266283035278,0.05680820056696716,0.023288717173693543,0.005838992047467415,0.029127709221160963,0.06253881794530239,0.12639163112563534
diamonds,4,3652,PartitionWise,0.04386592846801564,0.05120109698290889,0.024829575403398408,0.19559741020202637,0.02637152157951046,0.006010344318783617,0.003427769949528675,0.009438116081586238,0.04255193323298507,0.0864178617010007
diamonds,4,3652,TabPFN,0.062401433382591354,0.1332973718778708,0.07606801854850287,5.042248249053955,0.057229347679646915,0.02397585195764996,0.005784209697246629,0.029760061654896586,0.06108743814756078,0.12348887153015213
diamonds,4,6020,BetterCatBoost,0.057807301841304934,0.12446675317514795,0.07019502276483482,9.748629093170166,0.05427173041031309,0.02233652929414729,0.00550280777797432,0.027839338763415784,0.05847177751040537,0.11627907935171031
diamonds,4,6020,CheapBetterLGBMClassifier,0.05910298337175997,0.12051285870858938,0.06828881500049785,3.7545762062072754,0.05222404370809154,0.021569732902789015,0.0054419495354869315,0.02701168412957013,0.05976745904086041,0.11887044241262038
diamonds,4,6020,XT,0.05832225264504898,0.10915814772166307,0.06065364134220315,2.413316488265991,0.048504506379459945,0.01858619432199487,0.005411007906343327,0.02399720391963237,0.05893689433601608,0.11725914698106506
diamonds,4,6020,RF,0.05757474412157686,0.1099805203190857,0.06258955637295138,3.0682365894317627,0.04739096394613429,0.019436618832884497,0.005374317245582905,0.024810937769761565,0.058073106754657836,0.11564785087623468
diamonds,4,6020,tabICL,0.06084716995293119,0.12700333136853179,0.07158560902846392,10.924470901489258,0.0554177162234212,0.022799591545133148,0.005650491514810308,0.02845008305994346,0.06151164562203163,0.12235881557496282
diamonds,4,6020,PartitionWise,0.04702656809673753,0.06478487911380473,0.027613446121427444,0.22398948669433594,0.03717143299237728,0.006783152092682068,0.004227110370250639,0.011010264154226887,0.04769104376583796,0.09471761186257549
diamonds,4,6020,TabPFN,0.061445176858838615,0.13052992356670173,0.0734535480181816,9.184184312820435,0.05707636943187342,0.02353382923878556,0.00578380924447261,0.029317638483258173,0.062109652527939055,0.12355482938677767
diamonds,4,9925,BetterCatBoost,0.059677574472403336,0.1239107178999788,0.06918729841050462,11.869416952133179,0.054723419489474165,0.02170139445674383,0.00562555870818734,0.027326954918932965,0.059324953477989203,0.11900252795039257
diamonds,4,9925,CheapBetterLGBMClassifier,0.061884124164917606,0.12347545410671232,0.06873243345192674,4.587925910949707,0.05474302065478557,0.02125781368398015,0.005705985428619009,0.02696380086660096,0.061531503170503474,0.12341562733542108
diamonds,4,9925,XT,0.05891183234582319,0.11056524078220267,0.06491445682785976,2.942626953125,0.0456507839543429,0.019960430375861062,0.005383319824503655,0.02534375195436651,0.058528984547862484,0.11744081689368568
diamonds,4,9925,RF,0.05963727291645271,0.11067573012271234,0.06637571678089087,3.753220319747925,0.04430001334182145,0.020475071293857144,0.005436505382857984,0.025911578430716918,0.05945593645350459,0.1190932093699573
diamonds,4,9925,tabICL,0.0610579283351562,0.12636806051995114,0.07126985398490827,20.198603868484497,0.05509820065843433,0.022362379604945855,0.005648828076211992,0.028011207681157845,0.060705307340742067,0.12176323567589824
diamonds,4,9925,PartitionWise,0.047435758312042775,0.06137509955221292,0.025153386584478066,0.22555041313171387,0.036221712967734895,0.006040121906280468,0.004042929694726369,0.010083053355008625,0.04708313731762865,0.0945188956296714
diamonds,4,9925,TabPFN,0.06125943983832295,0.12693767666887554,0.07066137265701543,16.713613271713257,0.05627629813525155,0.022182527704056477,0.005694349325471229,0.0278768770295277,0.06090681884390882,0.12216625868223177
diamonds,4,16360,BetterCatBoost,0.06312957712082524,0.13184034436746453,0.0758293855547355,18.259851217269897,0.05601095881272898,0.024277463034664857,0.0056893652307752115,0.029966830133368032,0.060929111965128145,0.12405868908595338
diamonds,4,16360,CheapBetterLGBMClassifier,0.06350855050576637,0.1302624971685222,0.07464293881019886,5.819063901901245,0.05561955835832334,0.023607868565117176,0.005690424633691782,0.029298295066736924,0.061308085350069264,0.12481663585583562
diamonds,4,16360,XT,0.06179094704409975,0.11906971639348299,0.06794669932101702,3.3867812156677246,0.05112301707246593,0.021279203511045147,0.0055202453475026335,0.026799450726475743,0.05982886810757419,0.12161981515167394
diamonds,4,16360,RF,0.06255500542505446,0.12057432403944715,0.07110438651447991,4.71622896194458,0.049469937524967166,0.02238144067485933,0.005521560207594997,0.027903002750382284,0.060391215007287655,0.12294622043234212
diamonds,4,16360,tabICL,0.06446209644630077,0.134797188426184,0.07761444180671664,42.2833046913147,0.057182741178956144,0.024814680599252306,0.005824335235586131,0.030639015834838433,0.06226163129060367,0.12672372773690446
diamonds,4,16360,PartitionWise,0.04804400075910144,0.06493804559890298,0.029900065251719142,0.626378059387207,0.03503798034718383,0.007473630909932885,0.0038958038160753243,0.011369436593936171,0.04584353560340433,0.09388753636250577
diamonds,4,16360,TabPFN,0.06407089861506063,0.13493089664163926,0.07718995292919885,37.17048978805542,0.05774093827192922,0.02466466349212585,0.00584264419719783,0.030507307689323672,0.061870433459363536,0.12594133207442415
diamonds,4,26970,BetterCatBoost,0.06252872862548885,0.13327298863071224,0.0765690621220695,27.784807443618774,0.056703926508642734,0.0245606945897719,0.005735264689449399,0.030295961098349488,0.061119779534458366,0.12364850815994721
diamonds,4,26970,CheapBetterLGBMClassifier,0.06297366764972419,0.13391255829419105,0.07669339320598026,8.336416482925415,0.057219165088210754,0.02453873039570527,0.005785299275608019,0.030324031490441473,0.06156471855869371,0.12453838620841791
diamonds,4,26970,XT,0.061698176819260674,0.11801197032674768,0.0705250352112071,4.581316232681274,0.047486935115540606,0.02260091308632232,0.005480623155123046,0.028081538060573546,0.06030405891087483,0.1220022357301355
diamonds,4,26970,RF,0.0620689588252553,0.12472237786398929,0.07375279429241634,6.179157972335815,0.05096958357157293,0.02351408662716321,0.005581218878766595,0.029095307325057995,0.06073787392268677,0.12280683274794206
diamonds,4,26970,tabICL,0.06347422461444288,0.13624891514098736,0.07856536281242679,99.00407767295837,0.05768354670124899,0.025211528180395675,0.005795645650141073,0.03100717383053675,0.062065275523412386,0.12553950013785525
diamonds,4,26970,PartitionWise,0.046763058852654374,0.06543247917101605,0.027564581248112542,0.6865441799163818,0.037867897922903515,0.006758597329990285,0.0040957655094313455,0.010854364658549822,0.04535410976162387,0.09211716861427825
diamonds,4,26970,TabPFN,0.0634779325714366,0.13542573901690697,0.0776287572407871,88.85912942886353,0.05779697614880826,0.024851655750785785,0.005821156886575779,0.030672812637361557,0.062068983480406105,0.1255469160518427
diamonds,5,300,BetterCatBoost,0.06433332562446593,0.10857814181048062,0.05150831168691383,5.339182615280151,0.0570698301235667,0.014035767076484343,0.005670533671782762,0.019706302891550787,0.057666682799657185,0.12200000842412313
diamonds,5,300,CheapBetterLGBMClassifier,0.059666659434636435,0.11252289318030369,0.061518708949856005,1.4726214408874512,0.05100418423044761,0.018894685362013282,0.005230941913218812,0.024125629418515777,0.05300001660982767,0.11266667604446412
diamonds,5,300,XT,0.06533332665761311,0.09537702637929746,0.04037324934622062,3.286384105682373,0.05500377703307674,0.008691257115975579,0.005154220078938532,0.013845479338197794,0.05800001700719197,0.12333334366480508
diamonds,5,300,RF,0.061999992529551184,0.1030934799182541,0.047606385090908664,4.290200710296631,0.05548709482734537,0.012115146004864463,0.005131146004864445,0.01724629415301261,0.05533334970474243,0.11733334223429362
diamonds,5,300,tabICL,0.06433332482973735,0.1301257141162955,0.0667711335017543,2.876868963241577,0.06335457622806262,0.02015995309998591,0.006145873975401006,0.02630582707538693,0.057666682004928596,0.12200000683466594
diamonds,5,300,PartitionWise,0.046999992926915486,0.05409425578347534,0.04838318817290651,0.17671489715576172,0.005711067610568788,0.013497894030913551,0.0035471011124799307,0.017044997286677167,0.04033335010210673,0.08733334302902222
diamonds,5,300,TabPFN,0.07366665959358215,0.13092464650074281,0.0688181891634326,3.348512887954712,0.06210645295083165,0.020874928189441557,0.006235948141656225,0.027110876331097787,0.0670000167687734,0.14066667636235555
diamonds,5,495,BetterCatBoost,0.03616161081526014,0.08439699102301534,0.029589084855380532,5.505300760269165,0.05480790616763478,0.007548780593428073,0.0057733466409907504,0.013322127160665604,0.06545456395004735,0.10161617476530749
diamonds,5,495,CheapBetterLGBMClassifier,0.035757570314889,0.08417663583985087,0.02973067539951253,1.8418540954589844,0.05444596044033836,0.007735244746769197,0.005907943257337861,0.013643187930353845,0.06505052344967621,0.1008080937645652
diamonds,5,495,XT,0.031313126255767515,0.056689132545789556,0.0162791271126276,3.2918622493743896,0.040410005433161936,0.0033369697707229225,0.005844511858265003,0.009181481555234704,0.06202022066020002,0.09333334691596754
diamonds,5,495,RF,0.035757570796542695,0.06685331051590959,0.023911943472556874,4.3509063720703125,0.042941367043352704,0.00542653206028521,0.005918922632675782,0.011345454619207766,0.06444446318077318,0.10020203397731589
diamonds,5,495,tabICL,0.038585853817487005,0.09179804035544474,0.03228634878454775,3.0370254516601562,0.05951167869783489,0.008774132928763976,0.005931337544429612,0.014705470473193585,0.0678788069522742,0.1064646607697612
diamonds,5,495,PartitionWise,0.023636356267062102,-0.04175548962122064,-0.043646570377670245,0.159257173538208,0.0018910807564495701,-0.0011651134441285932,0.0040733316116117815,0.0029082180937299697,0.0529293094018493,0.0765656656689114
diamonds,5,495,TabPFN,0.03474747002726854,0.08856613786957263,0.028891783136044975,2.7628095149993896,0.05967434186046554,0.007706681795117229,0.00593939412393162,0.013646075919048853,0.06404042316205574,0.09878789318932427
diamonds,5,815,BetterCatBoost,0.04601226423415669,0.10606767444504055,0.05289646093996882,6.247005462646484,0.05317121350507174,0.016873527403648694,0.0055452085617072305,0.022418736978954842,0.057668729793806016,0.10368099402796271
diamonds,5,815,CheapBetterLGBMClassifier,0.04748465693070113,0.11072735832183331,0.05983393369535765,1.8715662956237793,0.05089342462647568,0.019397375000502624,0.005489087537318339,0.024886463551419886,0.05914112249035045,0.1066257794210516
diamonds,5,815,XT,0.04625766306567046,0.078874697204908,0.03775246460639121,3.567763566970825,0.04112223259851681,0.011231519095467195,0.0052822484751536255,0.016513768584219757,0.05779142920956289,0.10404909227523336
diamonds,5,815,RF,0.04797545459372866,0.09406885170414972,0.045782489689477415,4.825662136077881,0.0482863620146723,0.01423495467828928,0.0051162771050104775,0.019351232796898685,0.0588957236588367,0.10687117825256535
diamonds,5,815,tabICL,0.05128833823408817,0.11024135960401146,0.056865462918119,3.3100273609161377,0.0533758879750998,0.01828540212309068,0.005708015456121565,0.023993417579212244,0.06294480379373749,0.11423314202782567
diamonds,5,815,PartitionWise,0.02306747524284878,-1.5300188678413208e-05,0.007629149127924345,0.16303563117980957,-0.00764444931660273,0.0014092236462856316,0.002775706931267752,0.004184931591152313,0.0347239408024981,0.05779141604534688
diamonds,5,815,TabPFN,0.047361958392558655,0.1112057356074065,0.05760109437525472,3.0345211029052734,0.05360463252135912,0.018718432725344333,0.005634392003583249,0.024352824728927584,0.05901842395220798,0.10638038234476663
diamonds,5,1344,BetterCatBoost,0.04470481613510054,0.11493615123656373,0.05512391145563911,6.750394582748413,0.059812239780924606,0.01775778199779954,0.005936321960532902,0.02369410466212097,0.0613863025525563,0.10609111868765683
diamonds,5,1344,CheapBetterLGBMClassifier,0.04477833314786732,0.10946484071565957,0.05279276081023763,2.1629090309143066,0.05667207990542193,0.01656475056001063,0.005781903323211215,0.02234665458701037,0.06145981956532308,0.10623815271319041
diamonds,5,1344,XT,0.0461934695228358,0.10949221579271547,0.051428093799552134,3.668393850326538,0.058064121993163284,0.016748249772454794,0.0056733773255196965,0.02242162780176302,0.06272625702008061,0.10891972654291641
diamonds,5,1344,RF,0.045819225057555264,0.10817512780956388,0.05204778503351078,4.87189507484436,0.0561273427760531,0.016924889189989172,0.005653386141415438,0.022578276035193138,0.06294653063502235,0.10876575569257763
diamonds,5,1344,tabICL,0.043146530015483284,0.11135237470211097,0.05148330950484903,3.7849998474121094,0.05986905530054769,0.016083230664788745,0.005731162524931034,0.021814393189719786,0.05982801643293904,0.10297454644842233
diamonds,5,1344,PartitionWise,0.030418899573490303,0.05996487473517934,0.012105677544387627,0.17380928993225098,0.047859197190791694,0.0027017076467748618,0.0046656864962040774,0.007367394846767475,0.047100385990946056,0.07751928556443637
diamonds,5,1344,TabPFN,0.04649336470461233,0.11219616401401127,0.05413009199415991,2.8627498149871826,0.05806606212313712,0.017517543398089287,0.005693210991419746,0.023210754389509043,0.06317485112206808,0.10966821582668043
diamonds,5,2215,BetterCatBoost,0.051557556501091464,0.11789415869358777,0.05877519291993429,6.5673418045043945,0.05911896577365343,0.01811212541683766,0.006123529739097961,0.02423565590006866,0.06758466837906676,0.11914222488015822
diamonds,5,2215,CheapBetterLGBMClassifier,0.05060947554913385,0.11495128429689916,0.05696916855522673,2.549722909927368,0.05798211574167238,0.01765617780502759,0.006070474043677441,0.02372665259283807,0.06663658742710914,0.117246062976243
diamonds,5,2215,XT,0.05056432881150773,0.09516335310262278,0.05184666284069073,3.6462955474853516,0.04331669026193198,0.015772996496900317,0.0060924146057540806,0.021865411846787447,0.06699776111284174,0.11756208992434947
diamonds,5,2215,RF,0.04884875310462969,0.10582516195575456,0.05429119503788367,4.489781856536865,0.05153396691787086,0.016900119647138584,0.00600413770582933,0.02290425809710096,0.06437925086871765,0.11322800397334734
diamonds,5,2215,tabICL,0.05115123661592367,0.11830623121434089,0.05646211641736136,4.745776176452637,0.06184410505469984,0.017532095802489572,0.006245492515300925,0.023777588317790494,0.06717834849389896,0.11832958510982264
diamonds,5,2215,PartitionWise,0.03182843431124031,0.041439564877353854,0.01263763083872933,0.18513989448547363,0.028801934038624504,0.0026353871842460493,0.004038454692590994,0.006673842620970085,0.0478555461892156,0.07968398050045591
diamonds,5,2215,TabPFN,0.04988712817766865,0.12203262965270194,0.05993248413868326,3.476597547531128,0.06210013577173899,0.018771536953108167,0.006220272738155881,0.024991809691264053,0.06591424005564395,0.1158013682333126
diamonds,5,3652,BetterCatBoost,0.05810463599540518,0.12023919533842234,0.06833277607059078,8.135642051696777,0.05190641926783153,0.021250260274356156,0.00545520274846247,0.026705464582721793,0.060900229801470494,0.11900486579687568
diamonds,5,3652,CheapBetterLGBMClassifier,0.05761152241104598,0.11882747612909488,0.06693785066378868,3.1157455444335938,0.0518896254653062,0.020799656206483687,0.005483285874400845,0.02628294364078771,0.0604071162171113,0.11801863862815727
diamonds,5,3652,XT,0.057257082375366176,0.10440036241444742,0.06420118355794541,2.2637624740600586,0.04019917885650197,0.01991820771535414,0.00536468761507658,0.025282896890333896,0.06049050754628935,0.11774758992165553
diamonds,5,3652,RF,0.05629772822217061,0.10389406742591763,0.06340053596324753,2.7590982913970947,0.04049353146267007,0.019480107604374207,0.005396036843734806,0.02487614600801218,0.05912083166720522,0.11541855988937584
diamonds,5,3652,tabICL,0.058406681077286374,0.11903557130996933,0.0675397860503861,6.719049453735352,0.05149577863998558,0.020800986317079457,0.005462806906064066,0.02626379322314353,0.061202274883351684,0.11960895596063806
diamonds,5,3652,PartitionWise,0.046793949018208214,0.05933370732330484,0.02497732624747214,0.1951277256011963,0.034356381075832665,0.005879800943132965,0.004335782475295249,0.010215584978331388,0.04958954282427354,0.09638349184248177
diamonds,5,3652,TabPFN,0.058105011048118674,0.12138337090266249,0.06797688947913312,5.065584659576416,0.053406474803931736,0.021033127019844867,0.005564363278348361,0.02659749029819324,0.06090060485418399,0.11900561590230266
diamonds,5,6020,BetterCatBoost,0.05303986106204036,0.11743995180544778,0.06403944448268664,8.954303979873657,0.053400507322761095,0.020379975912991274,0.005637560952549754,0.026017538085728303,0.06134553274442983,0.1143853938064702
diamonds,5,6020,CheapBetterLGBMClassifier,0.05255813349124997,0.11435478882804322,0.06306093252872358,3.7337472438812256,0.05129385629931965,0.0200649335795409,0.005475598219426498,0.02554053301915467,0.06086380517363944,0.11342193866488941
diamonds,5,6020,XT,0.05167773500629438,0.10263114745987416,0.06041409970930818,2.3564984798431396,0.042217047750565985,0.01918157869860195,0.005305192578262325,0.02448677249705155,0.06014951956628565,0.11182725457258003
diamonds,5,6020,RF,0.050514944070993474,0.0994668890119382,0.059248104248492875,3.04486083984375,0.040218784763445314,0.018908441009417735,0.005333003578631465,0.02424144580823649,0.05882061567417411,0.10933555974516758
diamonds,5,6020,tabICL,0.05353820072456056,0.11830223670580504,0.06480386074461382,10.71328330039978,0.053498368041196995,0.020639352246413493,0.005670751848923508,0.026310104095337006,0.06184387240695003,0.11538207313151058
diamonds,5,6020,PartitionWise,0.034302315502071704,0.043532500815557415,0.01807873958364733,0.22566461563110352,0.025453761231910087,0.004352228283637788,0.0037431916716930943,0.00809542117551817,0.04260798718446117,0.07691030268653287
diamonds,5,6020,TabPFN,0.0536544798616555,0.11944765829489037,0.06459256952773067,8.870713472366333,0.054855080847165484,0.020605105024907873,0.005712241236047652,0.02631734626095552,0.061960151544044974,0.11561463140570047
diamonds,5,9925,BetterCatBoost,0.05708815492971118,0.1257103954646529,0.06845386140412572,11.182172536849976,0.057256534060527185,0.021748573083454036,0.005856892154516261,0.02760546661304345,0.06288162965318117,0.11996978458289236
diamonds,5,9925,CheapBetterLGBMClassifier,0.057309817499117524,0.12412167270234009,0.06797864164519223,4.321649074554443,0.056143031057147866,0.021437978174669234,0.0057830775571931226,0.02722105710693551,0.06310329222258754,0.12041310972170505
diamonds,5,9925,XT,0.055748104953045205,0.11179807190220284,0.06327920541291358,2.7555270195007324,0.04851886648928923,0.019612677046421393,0.005511756811324836,0.025124435232819375,0.061521428442121454,0.11726953339516666
diamonds,5,9925,RF,0.05561712236188221,0.11209604226147034,0.06455273349540701,3.6386513710021973,0.04754330876606329,0.02013536162520673,0.0055686121149912254,0.025703975115271106,0.06138037028180562,0.11699749264368782
diamonds,5,9925,tabICL,0.05734004487919266,0.12827645303446608,0.07032385266358661,20.22852087020874,0.057952593043772004,0.02241750308338281,0.005898736509088986,0.028316239592471794,0.06313351960266267,0.12047356448185534
diamonds,5,9925,PartitionWise,0.04183374323232348,0.05529050955634636,0.021206396233566127,0.2198178768157959,0.03408411332278022,0.005006234437908899,0.004066643158320077,0.00907287897130212,0.04762721795579348,0.08946096118811694
diamonds,5,9925,TabPFN,0.0576423120258437,0.128487551394463,0.07028087243436261,16.80928874015808,0.05820667163299291,0.022420736267336976,0.005911093238817294,0.02833182950615426,0.06343578674931369,0.1210780987751574
diamonds,5,16360,BetterCatBoost,0.05411979805286472,0.12036115379726726,0.0640729484883176,17.97411608695984,0.056288205308949645,0.02033938995806054,0.00575587884324569,0.02609527003234845,0.062249406246800885,0.1163692042996656
diamonds,5,16360,CheapBetterLGBMClassifier,0.054339847165389865,0.11891881800244408,0.06313026689577822,5.824524879455566,0.05578855110666583,0.01994032603188064,0.005739280090138038,0.02567960735306089,0.06246945535932602,0.11680930252471586
diamonds,5,16360,XT,0.052206595522558776,0.10301734860241807,0.058948310001923784,3.2996602058410645,0.04406903860049425,0.01839433250978908,0.005422697594005319,0.023817031334836626,0.06042789067790677,0.11263448620046554
diamonds,5,16360,RF,0.052811729791403396,0.10805395834084627,0.06091576987293844,4.697258472442627,0.04713818846790778,0.01922766773159672,0.005530417822082518,0.02475808678472146,0.061020799990388175,0.11383252978179156
diamonds,5,16360,tabICL,0.05495109486696481,0.12163953965113161,0.06496365171741025,41.44674754142761,0.05667588005527866,0.020576566785988386,0.005801461963271975,0.026378028749260363,0.06308070306090095,0.11803179792786578
diamonds,5,16360,PartitionWise,0.03985329088197069,0.056042698449869977,0.01898950729598431,0.6125857830047607,0.03705319115388563,0.004392640556985597,0.004176435082594415,0.008569076870622227,0.047982899075906846,0.08783618995787752
diamonds,5,16360,TabPFN,0.05555622944184796,0.12264406975054465,0.06508042070636628,37.271512269973755,0.05756364116573569,0.020608933822167608,0.005885944058611365,0.026494877880778967,0.0636858376357841,0.11924206707763205
diamonds,5,26970,BetterCatBoost,0.055609930697572994,0.1259580462356662,0.06778871879137685,26.383296012878418,0.05816932744428934,0.021646390687011668,0.005893923883920763,0.027540315827703395,0.06332222743524107,0.11893215813281406
diamonds,5,26970,CheapBetterLGBMClassifier,0.056069701028214944,0.12691589101705397,0.0685169168200456,8.626522779464722,0.05839897419700839,0.02188991678015756,0.005947510998444402,0.027837429035372924,0.06378199776588302,0.11985169879409796
diamonds,5,26970,XT,0.055635885954522,0.11564952544576665,0.0645634365327555,4.4985058307647705,0.05108608891301114,0.02065782503169771,0.005801591047435365,0.026459417335904033,0.06343346254711554,0.11906934850163756
diamonds,5,26970,RF,0.05525768768977447,0.1163990344388027,0.06613132792094337,6.427942276000977,0.05026770651785931,0.021085606415123657,0.005785104047892281,0.0268707117197869,0.06303301731833803,0.11829070500811249
diamonds,5,26970,tabICL,0.05657396581732523,0.12758194228573244,0.06912436203503065,96.32817363739014,0.05845757247074603,0.022090808624622,0.005965870819876318,0.028056679444498318,0.0642862625549933,0.12086022837231855
diamonds,5,26970,PartitionWise,0.04015201154266149,0.06053497002714805,0.022548572471990703,0.7624289989471436,0.037986397555157356,0.005486815184704954,0.004176240643582199,0.009663057085058113,0.047864308280329546,0.08801631982299103
diamonds,5,26970,TabPFN,0.05650351731300708,0.12720945108757,0.06850408248493134,89.11265230178833,0.05870536082268289,0.021878651499680546,0.005959888895934037,0.027838540395614585,0.06421581405067514,0.12071933136368222
diamonds,6,300,BetterCatBoost,0.02066666046778361,0.055156698089031744,0.0011868865267018857,5.03592848777771,0.05396981156232986,-0.0004919473930851154,0.005429412032524867,0.004937464111069394,0.057333350976308185,0.0780000114440918
diamonds,6,300,CheapBetterLGBMClassifier,0.01933332840601603,0.04813766606621729,-0.0007581526864884336,1.5040438175201416,0.048895818752705725,-0.0016214651420510082,0.005192257960112532,0.0035707922896911744,0.05600001891454061,0.07533334732055663
diamonds,6,300,XT,0.009666661024093628,0.026198399316658377,-0.01396289315557429,3.3207383155822754,0.040161292472232664,-0.006183777249407431,0.0038532227505925637,-0.002330555027185216,0.045000017881393434,0.054666678905487064
diamonds,6,300,RF,0.013999994595845541,0.028985083603204065,-0.0213819191733459,4.31411075592041,0.05036700277654997,-0.009413814286444468,0.004706741269111081,-0.004707073545703743,0.05333335161209106,0.0673333462079366
diamonds,6,300,tabICL,0.018333327372868854,0.055774085844301324,-0.0011887196056224903,2.7976486682891846,0.05696279083663537,-0.0013208575701961934,0.00531889417803981,0.003998036607843621,0.055000017881393436,0.07333334525426229
diamonds,6,300,PartitionWise,0.008666661580403644,-0.21217156236195342,0.007219264505332529,0.19338440895080566,-0.219390826867286,0.001456089073001815,0.0008956764910006381,0.0023517650356321097,0.04533335208892822,0.05400001366933187
diamonds,6,300,TabPFN,0.021666661500930787,0.054877570170537585,0.0022355624931873876,3.9453723430633545,0.052641993064061754,-0.0002453208342194549,0.0051142102372045885,0.004868889402985133,0.058333352009455365,0.08000001351038614
diamonds,6,495,BetterCatBoost,0.052929286282471934,0.09011938063551225,0.044826331741773896,5.653512477874756,0.04529304889373841,0.012622928006632278,0.005052070476451334,0.01767500002851465,0.05595961315463288,0.10888889943710481
diamonds,6,495,CheapBetterLGBMClassifier,0.051919185031544066,0.09338524130131856,0.051121127527361546,1.7436130046844482,0.042264113773957,0.015233700763867314,0.0048691019320095215,0.020102804241307875,0.05494951190370502,0.1068686969352491
diamonds,6,495,XT,0.04828282149151118,0.05621104450457868,0.025820081020318804,3.324054002761841,0.03039096348425984,0.005633399127969637,0.004666148847386022,0.01029954952078669,0.050909107863300974,0.09919192935481216
diamonds,6,495,RF,0.0480808012413256,0.06329145150982553,0.028087763615310495,4.410398721694946,0.03520368789451497,0.006356092730663246,0.005075823370393877,0.011431917646488158,0.05070708761311541,0.09878788885444102
diamonds,6,495,tabICL,0.05131312428098737,0.10292276616331184,0.055342451483435015,3.1197736263275146,0.0475803080048814,0.01706120566925918,0.005407744655779058,0.02246895032503824,0.0543434511531483,0.10565657543413567
diamonds,6,495,PartitionWise,0.02949494207748259,-0.0471516197893186,0.01225192636493574,0.15270709991455078,-0.05940354615425434,0.0021623289814183184,0.001704171333084681,0.0038665018599340463,0.032525268949643533,0.06202021102712611
diamonds,6,495,TabPFN,0.06363635761569245,0.11409317729554909,0.06265083154837524,2.73838210105896,0.051442339072178454,0.019499499478725472,0.005762833915503638,0.02526233339422911,0.06666668448785339,0.13030304210354582
diamonds,6,815,BetterCatBoost,0.058159502883630296,0.11287199315367383,0.055082635722592234,5.885011434555054,0.05778935743108158,0.01598575604460334,0.005973326311355697,0.021959083672152095,0.06490799298315691,0.1230674958667872
diamonds,6,815,CheapBetterLGBMClassifier,0.056319011939815214,0.1095775651780766,0.055368121014209445,1.9808712005615234,0.0542094441638671,0.016037133911008937,0.005766426498300922,0.021803561725502914,0.06306750203934183,0.11938651397915705
diamonds,6,815,XT,0.05668711077216213,0.09490629917444712,0.052539565004049014,3.604020357131958,0.042366734170398074,0.015569364736976685,0.0056535774159132855,0.02122294346908302,0.06515339210720882,0.12184050287937094
diamonds,6,815,RF,0.05693250931113776,0.0920167527830399,0.05703775146486667,4.876293659210205,0.034979001318173164,0.01708254810439318,0.005753441083261613,0.022835990503847846,0.0645398950284244,0.12147240433956216
diamonds,6,815,tabICL,0.05312882771521258,0.11591659328448696,0.05913993298323539,3.2563133239746094,0.056776652748757296,0.0183149251081278,0.005876289804845433,0.02419121491297323,0.059877317814739206,0.11300614552995178
diamonds,6,815,PartitionWise,0.040736187893920146,0.043077708548164804,0.021080034606902453,0.16181635856628418,0.021997673941262324,0.0048656350671268,0.004427395260236726,0.009293031643556581,0.04748467799344677,0.08822086588736691
diamonds,6,815,TabPFN,0.05742330697416528,0.12265668808274192,0.06271217760546006,3.0408854484558105,0.05994450292478761,0.01931070186700558,0.0059983234950853545,0.025309025362090933,0.06417179707369189,0.12159510404785719
diamonds,6,1344,BetterCatBoost,0.07133939130016671,0.11702572839517349,0.07031343549394806,7.469491243362427,0.04671229290122544,0.02119991500243945,0.00492474015308769,0.026124658015291524,0.05305167170308548,0.12439106300325217
diamonds,6,1344,CheapBetterLGBMClassifier,0.06992786178338581,0.11507164275137143,0.07260595679708522,2.124497413635254,0.04246568595428628,0.021861113444833193,0.004625897299984858,0.026487013604582426,0.051640142186304604,0.12156800396969043
diamonds,6,1344,XT,0.06746905944439056,0.08763565973578116,0.05041996182942945,3.7001945972442627,0.03721569790635173,0.013783708848115061,0.004464728686962949,0.018248440394842393,0.050522126584248025,0.11799118602863859
diamonds,6,1344,RF,0.0636761278173658,0.08639014499230044,0.05150994372804311,4.950976610183716,0.034880201264257296,0.014448733970335437,0.004117156603144126,0.018565893433243944,0.04509073295650409,0.1087668607738699
diamonds,6,1344,tabICL,0.07126642931138003,0.11859800954618047,0.07304259892538756,3.9448812007904053,0.04555540897692696,0.022371037237690107,0.004780393074697209,0.027151430312387325,0.052978709714298786,0.1242451390256788
diamonds,6,1344,PartitionWise,0.05980884353685795,0.054519306418248016,0.03373921131756581,0.16668987274169922,0.02078009510068223,0.008435815403811631,0.0036302480394329816,0.012066066303008993,0.041521123939776715,0.10132996747663467
diamonds,6,1344,TabPFN,0.07089468201085267,0.12104325039740967,0.0753480796189974,2.8580245971679688,0.04569516913454631,0.02338407086605061,0.004806774591086418,0.028190845457137036,0.05260696241377143,0.12350164442462411
diamonds,6,2215,BetterCatBoost,0.06767493612879286,0.13709998282987837,0.08069115305924761,7.307766675949097,0.05640882977063079,0.02558696205735065,0.00572801843598465,0.0313149827962038,0.058419880963878755,0.12609481709267162
diamonds,6,2215,CheapBetterLGBMClassifier,0.06735890950360093,0.13727959709503373,0.08292358909293512,2.592941999435425,0.05435600800209861,0.026461909542889784,0.005609753353930094,0.03207166519968839,0.05810385433868683,0.12546276384228777
diamonds,6,2215,XT,0.06704288255549445,0.11647370755827184,0.07452172135270453,3.584918737411499,0.041951986205567296,0.023378206876965957,0.005303484027705857,0.02868169320754032,0.05760724044007588,0.12465012299557035
diamonds,6,2215,RF,0.06803611046035457,0.11803612238384713,0.07673434629288492,4.31662392616272,0.04130177609096221,0.02409161545484406,0.00530112636530305,0.029392744123015613,0.058374734656805385,0.12641084511715994
diamonds,6,2215,tabICL,0.06753949602355268,0.13661876657321073,0.0794196874190599,4.918698310852051,0.05719907537854617,0.025045707100333804,0.005869250617230417,0.030914957717564216,0.058284440858638584,0.12582393688219126
diamonds,6,2215,PartitionWise,0.0584650008995969,0.0660944834104072,0.03250435234551511,0.19352984428405762,0.0335901310648921,0.007570163974492686,0.0043495135875550265,0.011919679864916221,0.04920994573468279,0.10767494663427968
diamonds,6,2215,TabPFN,0.06821669751849724,0.13531319278760892,0.07805021841000602,3.481441020965576,0.05726297060199827,0.024814855325420472,0.005792254515943504,0.030607109841363982,0.05896164235358313,0.12717833987208035
diamonds,6,3652,BetterCatBoost,0.06749477374893909,0.13199392590030729,0.07608454350982427,8.955971717834473,0.055909382390483,0.023788381954187338,0.005633187145920549,0.029421571301305995,0.059888778438950206,0.12738355218788927
diamonds,6,3652,CheapBetterLGBMClassifier,0.06795869093674192,0.13139997032406178,0.07598730788956856,3.0881571769714355,0.05541266243449321,0.023766365885695372,0.0057013883090778926,0.02946775639597138,0.06035269562675305,0.12831138656349497
diamonds,6,3652,XT,0.06554930623533835,0.11508125045288689,0.06501948962562716,2.3045260906219482,0.05006176082725968,0.019778732061201766,0.005430108612161954,0.02520884287456183,0.05827159070214453,0.12382089693748285
diamonds,6,3652,RF,0.06645154162535186,0.12222173822416596,0.0698920378883973,2.817589521408081,0.05232970033576865,0.02166794498234771,0.005605363031058111,0.02727331021460394,0.05862648061839855,0.12507802224375036
diamonds,6,3652,tabICL,0.0685346709462412,0.1369226368602349,0.08175463372952113,6.890684127807617,0.05516799896592557,0.02614177771196426,0.005722491247066244,0.03186426895903051,0.06092867563625233,0.12946334658249353
diamonds,6,3652,PartitionWise,0.049421499786246846,0.06414284507891305,0.03657199167169175,0.20328617095947266,0.027570853407221298,0.009507791281171235,0.0035506210074632864,0.013058414489832632,0.04181550447625797,0.09123700426250483
diamonds,6,3652,TabPFN,0.067384810804139,0.13995880392677573,0.08408784072702595,5.04993748664856,0.05587095903496157,0.0272927196321896,0.005653002369351651,0.03294572200154124,0.059778815494150116,0.1271636262982891
diamonds,6,6020,BetterCatBoost,0.05403653737714521,0.11430142260993899,0.06002528890896068,8.348600625991821,0.05427613370097826,0.018851580734474408,0.0054897749852761525,0.024341357206215664,0.058023272182458265,0.11205980955960346
diamonds,6,6020,CheapBetterLGBMClassifier,0.05521593977050528,0.11264986024710862,0.059583716781601084,3.474907636642456,0.05306614346550752,0.018486099547732105,0.00548196025210283,0.023968061286300035,0.059202674575818334,0.11441861434632361
diamonds,6,6020,XT,0.05073089041187121,0.09109270045672876,0.04597686678402633,2.3893699645996094,0.0451158336727024,0.013453940927709875,0.005108837568536753,0.01856277998271173,0.05483390419586156,0.10556479460773278
diamonds,6,6020,RF,0.05091361462871894,0.09463254159517144,0.050462882487819584,2.9786903858184814,0.044169659107351836,0.015191999251814714,0.005267501282084186,0.020459502020364,0.05541529948529215,0.10632891411401109
diamonds,6,6020,tabICL,0.05347175425865325,0.11619785910359393,0.06255490411220203,10.835381031036377,0.05364294809068102,0.019931488041533926,0.0054801071366657045,0.025411595178199638,0.05745848906396631,0.11093024332261955
diamonds,6,6020,PartitionWise,0.04162789603008384,0.053405151004055615,0.020667834203140667,0.2230358123779297,0.03273731680091493,0.004855788937695291,0.003855941849260347,0.008711732273420739,0.0456146308353969,0.08724252686548076
diamonds,6,6020,TabPFN,0.05333886413875213,0.11672645284949965,0.062218190686659215,8.866314888000488,0.05450825526212958,0.019929758655804628,0.005477661870125525,0.025407420525930157,0.05732559894406518,0.1106644630828173
diamonds,6,9925,BetterCatBoost,0.061148607881003125,0.1324664199965974,0.07784189826493151,11.396257162094116,0.054624521731665834,0.02528854835470814,0.005549270799573425,0.030837820995250603,0.05938540754150083,0.12053401542250394
diamonds,6,9925,CheapBetterLGBMClassifier,0.061158683450155946,0.1294567111419449,0.07623584982125728,4.395329713821411,0.05322086132068764,0.024612042811761763,0.005474241598704433,0.030086286251435224,0.059395483110653666,0.12055416656080961
diamonds,6,9925,XT,0.06095717237938562,0.11407830321360095,0.07181247277493025,2.692481756210327,0.04226583043867067,0.02389596541343903,0.005334086320240042,0.029230053574648095,0.05900253617793547,0.11995970855732108
diamonds,6,9925,RF,0.060755660828174816,0.12527246373407702,0.0746202765653264,3.701388359069824,0.05065218716875064,0.02408635392433551,0.005384812033148575,0.02947116779845312,0.05896223370914795,0.11971789453732277
diamonds,6,9925,tabICL,0.061833747280034365,0.13452849528301267,0.0800462976429617,20.45669651031494,0.05448219209634382,0.025983630877729473,0.005582778372449115,0.03156640925017859,0.06007054694053208,0.12190429422056645
diamonds,6,9925,PartitionWise,0.04734507739694053,0.06259973945892429,0.025026349669643688,0.22931885719299316,0.03757338978928062,0.005965727844362531,0.004154145003702456,0.010119874689034008,0.04558187705743823,0.09292695445437875
diamonds,6,9925,TabPFN,0.06300251332578491,0.13643718583443273,0.08077921758007867,16.689499378204346,0.0556579627106469,0.026262483761014803,0.0055918390022079685,0.031854322763222774,0.06123931298628262,0.12424182631206752
diamonds,6,16360,BetterCatBoost,0.06331906393716853,0.13303631413843275,0.0760551278858042,18.878106117248535,0.05698118625262848,0.02424876801596925,0.005780919994740894,0.030029689837184015,0.061790970419613254,0.12511003435678178
diamonds,6,16360,CheapBetterLGBMClassifier,0.06300732818384333,0.131850714247072,0.07522519053539285,5.826111316680908,0.05662552371167913,0.023864464888450048,0.005794760916814986,0.029659227631738887,0.06147923466628805,0.12448656285013138
diamonds,6,16360,XT,0.06156478578129141,0.11920943958789029,0.07093188301001266,3.2718088626861572,0.04827755657787761,0.022660983639432142,0.005599194044213459,0.028260179510119453,0.060165054035944576,0.121729839817236
diamonds,6,16360,RF,0.06147921092644297,0.11767479754906414,0.07248526707572985,4.653578996658325,0.04518953047333427,0.023097044160048527,0.005574119336253664,0.028671165322776047,0.05985943025802341,0.12133864118446638
diamonds,6,16360,tabICL,0.06408923591115948,0.13524076308522037,0.07834524983338899,42.1501944065094,0.05689550765263827,0.025093636419829025,0.005828236758684322,0.030921873178513342,0.06256114239360419,0.12665037830476367
diamonds,6,16360,PartitionWise,0.04495109001989761,0.06021013039104347,0.025717960064267232,0.6256046295166016,0.034492170326776206,0.006355614298025389,0.003840827906238292,0.010196444030737545,0.04342299650234232,0.08837408652223992
diamonds,6,16360,TabPFN,0.06314180356366127,0.13590657825042424,0.07849936576932684,37.124799728393555,0.057407206881904226,0.02529295364116981,0.005786089676173267,0.03107904331734308,0.061613710046105975,0.12475551360976725
diamonds,6,26970,BetterCatBoost,0.06228030453269288,0.1351353469913003,0.07648470019516658,25.69116234779358,0.05865064679613372,0.024645065085679648,0.005869466435431925,0.03051453326480159,0.06209493719917074,0.12437524173186361
diamonds,6,26970,CheapBetterLGBMClassifier,0.06272524356576836,0.13489474507527432,0.07619973716481579,8.523219585418701,0.05869500791045851,0.0244204434762395,0.005889094689606173,0.030309539909535683,0.06253987623224622,0.12526511979801458
diamonds,6,26970,XT,0.060656278483461876,0.12065781282078258,0.07050681593648858,4.378518104553223,0.050150996884293995,0.02289516788923546,0.005689800093742525,0.028584969726668,0.06068596481437103,0.12134224329783291
diamonds,6,26970,RF,0.06086020845371483,0.1257363143086137,0.0730783464240333,6.073441505432129,0.05265796788458037,0.023429921009720668,0.005665553082660252,0.029095475836070934,0.06070450360040378,0.1215647120541186
diamonds,6,26970,tabICL,0.06235816972893081,0.13672638661685585,0.07797615109544338,99.10164451599121,0.05875022960533153,0.025127568615729616,0.00588965715191557,0.03101722576764519,0.06217280239540866,0.12453097212433947
diamonds,6,26970,PartitionWise,0.04527993081099553,0.06357524912710462,0.02598853738814503,0.6872782707214355,0.03758671173895959,0.00632667647002281,0.004042298035860181,0.010368976249573003,0.045094563477473384,0.09037449428846892
diamonds,6,26970,TabPFN,0.06249535955850575,0.1363294328336796,0.0774046620867646,89.49206829071045,0.058924764830834066,0.024991160748898712,0.005892484584911753,0.03088364533381046,0.06230999222498361,0.12480535178348937
diamonds,7,300,BetterCatBoost,0.0463333261013031,0.07384933470779359,0.034588438819022106,6.636181592941284,0.03926089588877146,0.008529963693190964,0.00418773478040511,0.012717699794832362,0.05300001660982767,0.09933334271113078
diamonds,7,300,CheapBetterLGBMClassifier,0.043666660388310755,0.07818224596097127,0.03862567976534888,1.6037845611572266,0.03955656619562238,0.01125090196671872,0.004345505855845087,0.015596409143800088,0.05033335089683533,0.09400001128514608
diamonds,7,300,XT,0.04466665983200073,0.058981902104836136,0.028949536788432095,3.388841152191162,0.03003236531640402,0.006656702382467424,0.003677294975060005,0.01033399867876371,0.05066668351491292,0.09533334334691365
diamonds,7,300,RF,0.04399999300638834,0.029329505090259594,0.021369364030489744,4.384596824645996,0.00796014105976986,0.003432146826911865,0.004084332012097044,0.007516480160245191,0.053000016609827685,0.09700000961621602
diamonds,7,300,tabICL,0.04499999324480693,0.07925433546619766,0.03786392238422574,2.8855302333831787,0.04139040554878268,0.010380560687432688,0.004402568692874903,0.014783129380307592,0.0516666837533315,0.09666667699813841
diamonds,7,300,PartitionWise,0.02899999181429545,-0.037581968231095025,0.007023987645472435,0.1728804111480713,-0.044605955876567405,0.00034446524937708914,0.001998988657158558,0.002343455227771932,0.035666682322820026,0.06466667413711549
diamonds,7,300,TabPFN,0.048333326578140254,0.08474162914115746,0.03786247481092155,3.5918548107147217,0.04687914679704665,0.00998422968822221,0.0047460200848426365,0.014730249773064846,0.05500001708666484,0.1033333436648051
diamonds,7,495,BetterCatBoost,0.054343427070463544,0.09371665898389772,0.04492318942780096,5.39424204826355,0.04879346955609682,0.012774138608200855,0.0047742376192130495,0.01754837814650284,0.05131314788201843,0.10565657495248197
diamonds,7,495,CheapBetterLGBMClassifier,0.05636362909066557,0.09555695906543951,0.049857155368153536,1.7269244194030762,0.04569980369728604,0.014629045630698945,0.005191630969499808,0.01982067851928769,0.05333334990222045,0.109696978992886
diamonds,7,495,XT,0.04929292226078534,0.07916309866604566,0.044139435414840625,3.3283393383026123,0.03502366325120509,0.01432379157137122,0.003481995836242141,0.017805789326702303,0.04565658232178351,0.09494950458256886
diamonds,7,495,RF,0.05191918454989038,0.08388673945114745,0.05169222437352703,4.382699251174927,0.0321945150776205,0.01604742793500758,0.0034530845006641316,0.01950051435476065,0.048282844610888546,0.10020202916077894
diamonds,7,495,tabICL,0.05090908329896252,0.11212143371702718,0.05724887868303903,3.0358262062072754,0.05487254978931586,0.018130129630291703,0.005226259308862585,0.023356388939154288,0.04787880411051741,0.09878788740947993
diamonds,7,495,PartitionWise,0.040202011002434625,0.03809190386323527,0.02554094607775888,0.16115117073059082,0.012550957785476397,0.006220730781337757,0.003090760940746054,0.009311493641172756,0.037171731813989514,0.07737374281642413
diamonds,7,495,TabPFN,0.05696969032287598,0.11151600733013951,0.05890891996832266,2.8064072132110596,0.05260708211714451,0.018361398050881394,0.005005403640431133,0.023366801691312528,0.05393941113443086,0.11090910145730684
diamonds,7,815,BetterCatBoost,0.08319017550696624,0.1379698661435858,0.08892861848449105,5.752455234527588,0.04904124765909477,0.026927478438822518,0.005136476349276933,0.03206395807115438,0.05803682511569532,0.14122700062266155
diamonds,7,815,CheapBetterLGBMClassifier,0.08085888719266178,0.13216317077776912,0.0885001759304612,1.9360544681549072,0.043662994847307936,0.026803265731456593,0.004976794503501391,0.03178006351801292,0.055705536801390856,0.1365644239940526
diamonds,7,815,XT,0.07840489975513856,0.09410648462832868,0.06993560222672862,3.6107170581817627,0.02417088240160007,0.019496588400653332,0.004723514099358173,0.024220105783066416,0.053128849948110755,0.13153374970324933
diamonds,7,815,RF,0.07914109624967984,0.09656593411866682,0.07325753029528922,4.881622314453125,0.02330840382337761,0.021009758134804667,0.004721510009378621,0.02573127142723819,0.05484664147616895,0.1339877377258488
diamonds,7,815,tabICL,0.08122698514739428,0.13035255402587453,0.08545286164897577,3.3144021034240723,0.0448996923533444,0.02544833049406669,0.0050695682464800855,0.03051789874054678,0.056073634756123356,0.13730061990351763
diamonds,7,815,PartitionWise,0.06061348476292897,0.04677360468617166,0.04078739019994532,0.16059303283691406,0.005986214486226327,0.010200276753237486,0.002886389268406478,0.013086669304698883,0.03546013437165805,0.09607361913458701
diamonds,7,815,TabPFN,0.08245397959750123,0.139238070538214,0.09007293484532256,3.0488686561584473,0.04916513566933709,0.027343063531843424,0.005150072076629539,0.032493135608472966,0.0573006292062303,0.13975460880373153
diamonds,7,1344,BetterCatBoost,0.08502884338250377,0.1432089031406198,0.08942043136507591,6.993880271911621,0.05378847177554391,0.02731038954510202,0.0054925069670153145,0.0328028999222927,0.057813642234071504,0.14284248561657528
diamonds,7,1344,CheapBetterLGBMClassifier,0.08428590380542915,0.13798566761823777,0.08642507273803426,2.238840341567993,0.05156059488020356,0.025938622674845247,0.005419336628842522,0.03135796271386312,0.05707070265699689,0.14135660646242604
diamonds,7,1344,XT,0.0832408507239479,0.12837363552118947,0.0873825819820183,3.6804118156433105,0.04099105353917113,0.026292860214699044,0.005297286380030991,0.03159015000490538,0.055876950655304715,0.13911780137925264
diamonds,7,1344,RF,0.08510263835107923,0.12574194186312937,0.08802701804519748,4.907537221908569,0.03771492381793192,0.02655372503557607,0.00521387647786894,0.031767604923620366,0.05788743720264696,0.1429900755537262
diamonds,7,1344,tabICL,0.08458274662187096,0.1432994378409589,0.08984161376483052,3.9143214225769043,0.05345782453917759,0.02744902986165778,0.0054927926591686995,0.03294182252082649,0.057367545473438676,0.14195029209530963
diamonds,7,1344,PartitionWise,0.07111495402910559,0.07639323160271809,0.05534917883740827,0.1739635467529297,0.02104405276530985,0.014656163772200323,0.0036802778664063703,0.018336445048782055,0.04389975288067331,0.11501470690977889
diamonds,7,1344,TabPFN,0.08562169692323587,0.14756291663418453,0.0935346774461824,2.8905670642852783,0.054028239651051344,0.028827904380574455,0.005429193839892293,0.034257098220466756,0.05840649577480359,0.14402819269803946
diamonds,7,2215,BetterCatBoost,0.05507900031371795,0.11518775394469985,0.06106049878096326,6.505300283432007,0.05412725516373658,0.018734041414748,0.005646869593186462,0.024380912447931554,0.05981943047611762,0.11489843078983557
diamonds,7,2215,CheapBetterLGBMClassifier,0.05616252169383029,0.11261634304632313,0.06032379852900989,2.4388010501861572,0.052292544517313265,0.018380157342870317,0.005515032111942561,0.023895190894809962,0.06090295185622996,0.11706547355006025
diamonds,7,2215,XT,0.05313769134926204,0.0851631132170955,0.04967650615128395,3.6023058891296387,0.035486607065811505,0.014376291512097222,0.00495083879075284,0.019327131742847156,0.05787812140402352,0.11101581275328556
diamonds,7,2215,RF,0.053092544396359555,0.08354386217344825,0.0495054278728228,4.244521617889404,0.03403843430062544,0.014488556372894808,0.005156783109789717,0.019645340922681616,0.058374735194996294,0.11146727959135586
diamonds,7,2215,tabICL,0.05503385389900638,0.11473667726184478,0.06105388581749845,4.859311580657959,0.05368278436576087,0.01889442013614468,0.005587039088538226,0.024481459224682905,0.059774284061406044,0.11480813796041242
diamonds,7,2215,PartitionWise,0.044695250767348316,0.05392045966310592,0.023883347012509548,0.18944573402404785,0.030037112650596377,0.005674033238137685,0.004142984152321843,0.009817018830456627,0.04943568092974798,0.0941309316970963
diamonds,7,2215,TabPFN,0.05571105496339819,0.11745471811324841,0.06278204975962129,3.4676809310913086,0.05467266127504168,0.01967695160279088,0.0056210587834315704,0.025298010386222453,0.060451485125797864,0.11616254008919606
diamonds,7,3652,BetterCatBoost,0.06084155004202283,0.1303000675682604,0.07728998044069539,8.060949087142944,0.05301008712756501,0.02524031803561947,0.00540327344649093,0.0306435933121602,0.059255456161863604,0.12009700620388641
diamonds,7,3652,CheapBetterLGBMClassifier,0.06199178562849141,0.13047374696598527,0.07702878331378046,3.2930800914764404,0.05344496365220477,0.025152831149155418,0.005547956919645655,0.03070078989885087,0.06040569174833219,0.12239747737682358
diamonds,7,3652,XT,0.06021272532870168,0.12012508119067808,0.07195456424172111,2.294400215148926,0.048170516948956944,0.02317198579766563,0.005505118284386557,0.02867710591210198,0.05898268328366572,0.1191954086123674
diamonds,7,3652,RF,0.06212828460287534,0.12305624304231526,0.07264133467158873,2.7473175525665283,0.050414908370726486,0.02356556918773824,0.0057288523698015405,0.029294423387589575,0.06092601461616759,0.12305429921904291
diamonds,7,3652,tabICL,0.06409980098264247,0.1400060528047061,0.08262610467277738,6.748489618301392,0.05737994254642387,0.027313552153040137,0.00576081574923665,0.03307436790227679,0.06251370710248325,0.1266135080851257
diamonds,7,3652,PartitionWise,0.04673907887342977,0.05329123302192189,0.02613777534335715,0.1945667266845703,0.02715345767856474,0.006233762759915098,0.003919123084521173,0.01015288767448605,0.04515298499327055,0.0918920638667003
diamonds,7,3652,TabPFN,0.06308737666322345,0.13843002252732978,0.08260028170755707,5.06483268737793,0.05582973523426786,0.027098019984806508,0.005583878415711926,0.03268189840051843,0.06150128278306423,0.12458865944628768
diamonds,7,6020,BetterCatBoost,0.06335547429778647,0.13320776202821935,0.07951625500371012,9.300007581710815,0.05369150702450922,0.0260357668450348,0.005533654200625834,0.03156942303395699,0.0592026742193786,0.1225581485171651
diamonds,7,6020,CheapBetterLGBMClassifier,0.0618438469413111,0.12854119954255797,0.07625431957084366,3.7062885761260986,0.05228687997171426,0.024754158684097347,0.005379983604033192,0.03013414427642689,0.05769104686290323,0.11953489380421431
diamonds,7,6020,XT,0.06028238536907589,0.113132568786712,0.06794485451793857,2.405945062637329,0.04518771426877337,0.022445588635550098,0.005123215988816982,0.02756880661266342,0.05619603037042079,0.11647841573949669
diamonds,7,6020,RF,0.061212617752956,0.11205149042395127,0.07126588265891383,3.040395975112915,0.04078560776503741,0.023051093729168075,0.005222295190817694,0.028273390908282126,0.05705981755573488,0.11827243530869087
diamonds,7,6020,tabICL,0.06308969449363278,0.13397312900317968,0.08046320510638959,10.903701782226562,0.053509918917036395,0.02640868746783844,0.005550689495088057,0.0319593769629265,0.05893689441522491,0.12202658890885769
diamonds,7,6020,PartitionWise,0.049368760554101374,0.0626312643664212,0.02820555398394945,0.2192842960357666,0.03442571038247172,0.006741553110925119,0.004077587279035224,0.010819142378256694,0.045215960475693505,0.09458472102979489
diamonds,7,6020,TabPFN,0.06343853206333529,0.13557784733939077,0.08045511807912856,9.148099660873413,0.055122724280508496,0.02635860696660844,0.005587920030725888,0.03194652699733432,0.05928573198492741,0.12272426404826269
diamonds,7,9925,BetterCatBoost,0.06733500510679384,0.1374369038176051,0.08202950914572985,11.219907760620117,0.05540739467187526,0.026236512541176198,0.0055885647171113415,0.03182507948439718,0.059324953381901115,0.12665995848869496
diamonds,7,9925,CheapBetterLGBMClassifier,0.06696220945651345,0.1355187734182711,0.08154890092578142,4.4507269859313965,0.05396987249248967,0.02593922779918887,0.005471547691784448,0.031410777717082936,0.058952157731620734,0.12591436718813417
diamonds,7,9925,XT,0.06635767583582804,0.12374249709375477,0.07396707037233881,2.7838878631591797,0.04977542672141601,0.02313316430061862,0.005365158703081532,0.028498325229809773,0.05849875752811769,0.12485643336394572
diamonds,7,9925,RF,0.06680100059028836,0.12180096829255074,0.07437724409741583,3.725289821624756,0.04742372419513489,0.023117908773050744,0.005364794863171094,0.02848270586233147,0.058750646492696235,0.12555164708298458
diamonds,7,9925,tabICL,0.06805037116523954,0.1417462703780129,0.0856501710835785,20.032047986984253,0.056096095225004874,0.02767391593221303,0.005626991708387219,0.03330090764060025,0.06004031944034682,0.12809069060558637
diamonds,7,9925,PartitionWise,0.055546589654398806,0.07062226502855877,0.034247199360942615,0.23736190795898438,0.03637506566761618,0.00849449735432127,0.00417005988093086,0.012664559461361743,0.04753653792950609,0.1030831275839049
diamonds,7,9925,TabPFN,0.06831233613136733,0.1416718744072416,0.08519949502553714,16.824092149734497,0.05647237531227495,0.027558096936559046,0.005659134467613835,0.033217231404172876,0.060302284406474616,0.12861462053784195
diamonds,7,16360,BetterCatBoost,0.06412590952694855,0.1362514887497908,0.07981702580101005,19.88776993751526,0.056434462948780705,0.025791574226909912,0.005701436268419666,0.03149301248385129,0.05996945415120253,0.12409536367815108
diamonds,7,16360,CheapBetterLGBMClassifier,0.06540341588570611,0.13597344303739572,0.07930475462161624,5.841999053955078,0.056668688415779454,0.02550685228206658,0.005743303589013612,0.03125015785960189,0.061246960509960105,0.1266503763956662
diamonds,7,16360,XT,0.06369803739497598,0.12104898192444782,0.07265644291599956,3.341975212097168,0.04839253900844824,0.023319745192950724,0.005538965513515784,0.028858712694988208,0.05960270662616692,0.12330074402114288
diamonds,7,16360,RF,0.06366136216155474,0.12818829444282226,0.07542553794315446,4.786271572113037,0.05276275649966777,0.02417927781146471,0.0055980451957228115,0.02977732499570923,0.059413219664091,0.12307458182564575
diamonds,7,16360,tabICL,0.06548899109031285,0.13892600519361764,0.08156856304200405,41.421382188797,0.05735743717272253,0.02639285153168548,0.005760258220849021,0.03215310975253449,0.06133253571456685,0.1268215268048797
diamonds,7,16360,PartitionWise,0.04773837626709041,0.06462645786708132,0.028652061146543617,0.6020808219909668,0.035974396720537705,0.007062529685027283,0.0038885074596744203,0.01095103913322341,0.043581920891344404,0.0913202971584348
diamonds,7,16360,TabPFN,0.06499999382676588,0.13859875442776956,0.08105018539073713,37.285881757736206,0.05754856405814139,0.026249983007088872,0.005756654359750327,0.03200663736683919,0.06084353845101988,0.12584353227778577
diamonds,7,26970,BetterCatBoost,0.06614756412668761,0.1393606590435254,0.08184659505975242,26.61783218383789,0.05751406398377292,0.02642724385729474,0.0057489602953345546,0.03217620621636001,0.06077124388252403,0.12691880800921165
diamonds,7,26970,CheapBetterLGBMClassifier,0.06605857650925152,0.13997671929986324,0.0820541217592372,8.749799013137817,0.057922597540626085,0.026488916075067905,0.005774840105737466,0.03226375824453609,0.06068225626508792,0.12674083277433948
diamonds,7,26970,XT,0.06430848434230421,0.12636920230274457,0.0755582549824243,4.5989296436309814,0.05081094732032019,0.02439644707729017,0.00551136911000141,0.029907818251022306,0.05909530824760971,0.12340379258991394
diamonds,7,26970,RF,0.06493510614291889,0.12890982358955758,0.07739353621861794,6.324108600616455,0.051516287370939606,0.02485661198422838,0.00556951218335223,0.03042612623131133,0.059517999750886265,0.12445310589380516
diamonds,7,26970,tabICL,0.06684463583720274,0.14239545015814004,0.08395422390570698,96.40679025650024,0.05844122156143415,0.027226455890755542,0.005800155914866406,0.033026611805621955,0.06146831559303915,0.1283129514302419
diamonds,7,26970,PartitionWise,0.05068964513089863,0.06439588122291509,0.02863614739326926,0.7062723636627197,0.03575973382964581,0.006920896666516277,0.003971782331936929,0.010892681062183922,0.04531332488673503,0.09600297001763367
diamonds,7,26970,TabPFN,0.06696328644757807,0.14207904828314924,0.08384239951244012,89.13024234771729,0.05823664407971023,0.027201820820859025,0.0058026185857340705,0.033004439406593096,0.06158696620341446,0.12855025265099254
diamonds,8,300,BetterCatBoost,0.031666662295659384,0.08491206331400276,0.029205547490865142,6.014518976211548,0.055706515823137626,0.007992730406384903,0.005718689236663309,0.013711419525701558,0.06166668613751729,0.09333334843317667
diamonds,8,300,CheapBetterLGBMClassifier,0.03499999562899272,0.08431963130715633,0.03243523560777646,1.6667795181274414,0.05188439569937988,0.00903482656010874,0.005638579504742699,0.01467340594750478,0.06500001947085063,0.10000001509984335
diamonds,8,300,XT,0.03433332880338034,0.08563824767788716,0.033181288499473556,3.285447359085083,0.05245695917841357,0.009327851969198504,0.005702889006235536,0.015030740858087388,0.06366668581962584,0.09800001462300618
diamonds,8,300,RF,0.03733332872390747,0.05838853442947578,0.03156852806411571,4.298253536224365,0.026820006365360027,0.008562407524754064,0.005635555672902197,0.014197963080309609,0.0670000191529592,0.10433334787686666
diamonds,8,300,tabICL,0.031333328882853194,0.09050203304149848,0.03480708159364621,3.0468173027038574,0.05569493840791921,0.010200567108889422,0.005500915674111914,0.015701482783001337,0.0613333527247111,0.09266668160756429
diamonds,8,300,PartitionWise,0.027666658957799274,-0.013343185190240298,-0.002713812661332693,0.18109512329101562,-0.010629372528907593,-0.0030181527216589094,0.00507293627292528,0.0020547834339197184,0.057666682799657185,0.08533334175745647
diamonds,8,300,TabPFN,0.03399999539057414,0.10181794064676249,0.041120209096445245,3.500034809112549,0.06069771851038421,0.013191128118584552,0.005987695753085993,0.019178823871670546,0.06400001923243204,0.09800001462300618
diamonds,8,495,BetterCatBoost,0.06525251769056224,0.09782183731099166,0.05348306576983071,4.801538944244385,0.04433877154116094,0.013945285652963157,0.004604369747668818,0.01854965794248409,0.05212122840110702,0.11737374609166924
diamonds,8,495,CheapBetterLGBMClassifier,0.06969696223133744,0.10837852899541331,0.05895647147470302,1.6315944194793701,0.049422057520710314,0.015924501513646803,0.00505689838831388,0.020981402443812795,0.056565672941882195,0.12626263517321962
diamonds,8,495,XT,0.05878787161123874,0.07085718037232239,0.03382994747401099,3.306760549545288,0.03702723289831133,0.008252118670269103,0.0037733756848594424,0.012025496896980658,0.045050521571226784,0.10383839318246553
diamonds,8,495,RF,0.057171710091407854,0.08352291520626517,0.037818271934216496,4.408674955368042,0.04570464327204867,0.009775261206744981,0.004474879613030031,0.014250143361627119,0.04585860257196908,0.10303031266337695
diamonds,8,495,tabICL,0.06505049744037668,0.11010938583653918,0.05938728102431715,2.8674893379211426,0.05072210195142144,0.016242466138845148,0.004912050244613,0.02115451638345814,0.05191920815092145,0.11696970559129811
diamonds,8,495,PartitionWise,0.05252524241052492,0.0028889739463475285,0.03111503067417929,0.1465141773223877,-0.028226056727831787,0.007658228088912955,0.0030590635438860064,0.01071729417465108,0.039393953121069705,0.09191919553159464
diamonds,8,495,TabPFN,0.06323231567036022,0.10887136854729369,0.06014686371242719,2.7476258277893066,0.048724501974065915,0.017197878792355157,0.0048459004134564585,0.02204377920581161,0.050101026380905,0.11333334205126522
diamonds,8,815,BetterCatBoost,0.07288342955653652,0.13923643792082915,0.09697725005411924,6.58251428604126,0.04225918786670995,0.03153849234378625,0.004746274017848775,0.03628476903950169,0.057546030085511,0.13042945964204752
diamonds,8,815,CheapBetterLGBMClassifier,0.06907974825314948,0.1341763106652239,0.09640204567779939,1.9571139812469482,0.0377742649874245,0.0316958874778198,0.004498397559330495,0.03619428771501695,0.05374234878212396,0.12282209703527344
diamonds,8,815,XT,0.06687115935460189,0.08122804090046329,0.08820468933697731,3.615328311920166,-0.006976648436514038,0.029226623089004505,0.003999711023564839,0.033226336790436004,0.05190185783830888,0.11877301719291078
diamonds,8,815,RF,0.0683435517586082,0.08873998323304891,0.09049659467554158,4.903002023696899,-0.0017566114424927449,0.030256152741356245,0.0038558255429922334,0.03411198096221514,0.053006152287582674,0.12134970404619087
diamonds,8,815,tabICL,0.07226993335536652,0.14460139238423814,0.0984449296185651,3.1106159687042236,0.04615646042552178,0.03248737323000752,0.005094406983905148,0.037581780213912674,0.056932533884341,0.1292024672397075
diamonds,8,815,PartitionWise,0.05779140141844018,0.07810645865079253,0.040757398182815804,0.1495504379272461,0.0373490604679767,0.01067184002270033,0.0039770338071795945,0.014648876507746586,0.04245400194741465,0.10024540336585486
diamonds,8,815,TabPFN,0.0743558225456191,0.14709468733783243,0.10056145300909809,3.496751546859741,0.04653323198858307,0.033301217966010224,0.005021493504978461,0.03832271147098869,0.059018423074593575,0.13337424562021266
diamonds,8,1344,BetterCatBoost,0.05231952945995442,0.11234114075185271,0.06593511963476241,6.740112781524658,0.046406021117090336,0.021345470813825297,0.005008538917798162,0.026354011400769196,0.053343245250988394,0.1056627747109428
diamonds,8,1344,CheapBetterLGBMClassifier,0.05366309042981772,0.1049554575053735,0.06078605896137568,2.2391369342803955,0.044169398543997845,0.01959411679468635,0.004864668005768865,0.02445878646960096,0.05468680622085167,0.10834989665066938
diamonds,8,1344,XT,0.0491238912109767,0.08460958868377874,0.05567184936071614,3.6808178424835205,0.028937739323062612,0.01745038697006219,0.004348864193609867,0.0217992528328178,0.05081591951835832,0.09993981072933501
diamonds,8,1344,RF,0.05366475532449509,0.08876074087870517,0.057800391472021796,4.941647529602051,0.03096034940668337,0.018247838158975117,0.00461930822500186,0.02286714805312271,0.05520891698174159,0.10887367230623668
diamonds,8,1344,tabICL,0.05246462276480224,0.10721129541110082,0.06406351642724031,3.6845574378967285,0.043147772782431974,0.02061239304050972,0.004996957594310784,0.025609350634820505,0.0534883385558362,0.10595296132063843
diamonds,8,1344,PartitionWise,0.03579147820638604,0.031149564272587388,0.012301092544179626,0.17806267738342285,0.018848471728407847,0.0025968473370916066,0.003070651451353211,0.00566750045759057,0.03681519399741999,0.07260667220380604
diamonds,8,1344,TabPFN,0.05708372061931087,0.11472017459979544,0.07057001684742843,2.8602659702301025,0.04415015155093844,0.02287929424344179,0.005092680492431072,0.027971974735872863,0.05810743641034484,0.11519115702965572
diamonds,8,2215,BetterCatBoost,0.05932279192836236,0.11855608809200999,0.06669162441396245,6.118303298950195,0.051864463678047534,0.02085582678841657,0.005352078232897309,0.02620790676749115,0.059097082135908766,0.11841987406427112
diamonds,8,2215,CheapBetterLGBMClassifier,0.05733633622628033,0.11514976873584595,0.06718122262566285,2.4891581535339355,0.047968546110183106,0.020903007272014083,0.0051578649943077705,0.026060874012499124,0.05711062643382673,0.11444696266010705
diamonds,8,2215,XT,0.05611737506384236,0.08355765864938806,0.055443670996855376,3.5642499923706055,0.028113987652532667,0.01660455807323583,0.005013512174063509,0.021618071993476606,0.05620769221949523,0.1123250672833376
diamonds,8,2215,RF,0.05688486928057186,0.09446865551563684,0.05848188701821261,4.21865177154541,0.035986768497424215,0.01781225809831734,0.004940605226483883,0.02275286507097849,0.05702033317385086,0.11390520245442273
diamonds,8,2215,tabICL,0.0585101519427504,0.12095273662721233,0.06994456647153294,4.657147645950317,0.051008164249119435,0.022180233329837262,0.005296847389758538,0.027477080719595804,0.0582844421502968,0.1167945940930472
diamonds,8,2215,PartitionWise,0.044108341563635974,0.052375577871154655,0.021095640948080495,0.19704914093017578,0.03127993692307414,0.004903416095389449,0.003938201500628222,0.00884161934219494,0.043882631771182366,0.08799097333481834
diamonds,8,2215,TabPFN,0.05783295130891133,0.12308173220266383,0.07117241022288592,3.6087536811828613,0.0519093160732179,0.02301704849223722,0.005346977915148493,0.028364026407385712,0.05760724151645773,0.11544019282536906
diamonds,8,3652,BetterCatBoost,0.061311726705192894,0.1357562644282943,0.07822307017220989,7.499777317047119,0.05753319425608443,0.02513428157037692,0.005794948362340171,0.030929231577423794,0.06273183562472634,0.12404356232991924
diamonds,8,3652,CheapBetterLGBMClassifier,0.06038040722573427,0.13133715684086145,0.07474639950642367,2.934927225112915,0.05659075733443778,0.023789918581534432,0.005808755650104036,0.02959867587634517,0.06180051614526773,0.12218092337100199
diamonds,8,3652,XT,0.061668715845677805,0.11913489875445027,0.06882720706785526,2.361114740371704,0.05030769168659498,0.0217886141627504,0.005733999371394754,0.02752261517885186,0.06281496453463485,0.12448368038031266
diamonds,8,3652,RF,0.060245632357547575,0.11511750483437662,0.06817371770452042,2.8395326137542725,0.046943787129856175,0.021231449006701784,0.0056386858353824985,0.026870136486790985,0.06144675053843892,0.12169238289598647
diamonds,8,3652,tabICL,0.061475736624413156,0.13779760621741635,0.07935039363628242,6.746837854385376,0.058447206286155275,0.02568401692626914,0.005886660490016316,0.031570677416285456,0.06289584554394662,0.12437158216835979
diamonds,8,3652,PartitionWise,0.047458941641658633,0.0658471058100319,0.026255974750840648,0.20678973197937012,0.03959113105919125,0.006217863893308112,0.004542985468872915,0.01076085100688772,0.048879050561192086,0.09633799220285072
diamonds,8,3652,TabPFN,0.06114771880991462,0.13792669527148343,0.07972022631404278,5.2313079833984375,0.05820646266246203,0.025895792423799434,0.005761513540875435,0.03165730596467487,0.06256782772944806,0.12371554653936268
diamonds,8,6020,BetterCatBoost,0.06051494360366137,0.12591184169866956,0.07128303137952749,10.566737413406372,0.05462881031914204,0.022483183770255592,0.005585106995072434,0.028068292477105117,0.06084719335914055,0.12136213696280192
diamonds,8,6020,CheapBetterLGBMClassifier,0.060481721083587195,0.12436393973517539,0.07060559003784121,3.798811674118042,0.05375834969733417,0.022212642534011864,0.005577638524771439,0.027790282770560386,0.06081397083906637,0.12129569192265355
diamonds,8,6020,XT,0.058521588438769125,0.11570947029160542,0.06517595303156869,2.4265105724334717,0.05053351726003672,0.020049450115465443,0.0055066206581011,0.02555607248534363,0.05906978493117019,0.11759137336993933
diamonds,8,6020,RF,0.059152817468706556,0.10824783678480028,0.06592307304387483,2.9759905338287354,0.042324763740925433,0.02044179784525503,0.005336447162346211,0.025778246719378332,0.05930234288852476,0.11845516035723132
diamonds,8,6020,tabICL,0.060016605564922186,0.12884858554301787,0.07325905659611374,10.759036779403687,0.055589522908663855,0.02332307732512438,0.0056213218475114875,0.028944399172635867,0.060348855320401365,0.12036546088532356
diamonds,8,6020,PartitionWise,0.0423920159324063,0.05601373343662628,0.021855269862023807,0.21623778343200684,0.03415846357460258,0.005118972110862952,0.0037458959328339923,0.008864869755474028,0.042724265687885475,0.08511628162029178
diamonds,8,6020,TabPFN,0.061827236909010874,0.13050723688459503,0.0740642585419216,8.85309886932373,0.056442972304433195,0.02351702886580976,0.005678394562737993,0.029195423428547744,0.062159486664490046,0.1239867235735009
diamonds,8,9925,BetterCatBoost,0.06230729847771095,0.13306540657237848,0.079620604892101,11.26624608039856,0.05344480168027751,0.025936083519591435,0.005505811764417198,0.031441897118765716,0.06064485380571495,0.1229521522834259
diamonds,8,9925,CheapBetterLGBMClassifier,0.062055409152802055,0.13208426815697882,0.0787422146653628,4.424925804138184,0.053342053491616026,0.025628538418635983,0.005509391784576262,0.03113793203796934,0.060392964480806055,0.1224483736336081
diamonds,8,9925,XT,0.060695207821632215,0.12076220121063316,0.07264054566195197,2.7298030853271484,0.0481216555486812,0.02334236704293673,0.005291043225416442,0.028633412103110257,0.058901780678583336,0.11959698850021556
diamonds,8,9925,RF,0.06006044677282761,0.12330719286188993,0.07376301393883229,3.9372620582580566,0.04954417892305761,0.023863861585338077,0.005445281120742487,0.02930914454083765,0.058549135493991954,0.11860958226681957
diamonds,8,9925,tabICL,0.06334508246078299,0.1356372731279766,0.08108483072078737,20.12297749519348,0.05455243683970342,0.026474489126194933,0.005602398558159236,0.03207688768435417,0.061682637788787,0.12502772024956998
diamonds,8,9925,PartitionWise,0.04640805049867413,0.06126978286793201,0.02575411871558845,0.2345418930053711,0.035515664152343564,0.006188769879965314,0.0038866541788347476,0.010075425893557154,0.04474560582667814,0.0911536563253523
diamonds,8,9925,TabPFN,0.06263979305248116,0.1361046704925341,0.08144683005264122,16.693904161453247,0.05465783487240705,0.026615052083671386,0.005572445728136188,0.03218749781180759,0.06097734838048517,0.12361714143296634
diamonds,8,16360,BetterCatBoost,0.06301955295075415,0.1331437151279164,0.07778366273024931,18.543035984039307,0.055360052397667045,0.025033454347382588,0.005616752331949207,0.030650208607556628,0.05984109268503259,0.12286064563578672
diamonds,8,16360,CheapBetterLGBMClassifier,0.06353911293310757,0.1326923737281657,0.07726797675935183,5.96177077293396,0.055424396968813815,0.024707580034485307,0.005623230834765497,0.030330812797475647,0.06036065266738603,0.12389976560049361
diamonds,8,16360,XT,0.062188257564833815,0.11940967881833005,0.07200881719624425,3.3781700134277344,0.04740086162208577,0.02308912449801803,0.0053949868655811944,0.028484113291824063,0.05893033509003796,0.12111859265487177
diamonds,8,16360,RF,0.062451093463559613,0.12190186784148375,0.0736956815771915,4.744359731674194,0.048206186264292204,0.023507269419274366,0.005481290604750602,0.02898856195224981,0.05948656953342969,0.1219376629969893
diamonds,8,16360,tabICL,0.0637591626431365,0.1361348065170282,0.07991139061344923,42.191893100738525,0.05622341069387782,0.02581236045557122,0.005672525486297775,0.03148488594186899,0.06058070237741494,0.12433986502055142
diamonds,8,16360,PartitionWise,0.04647920815169375,0.062186166818783306,0.028098916807681007,0.6403582096099854,0.034087250011102285,0.006878423298676814,0.0038153503110721102,0.010693775537973765,0.043300747885972185,0.08977995603766593
diamonds,8,16360,TabPFN,0.06442542202898227,0.13612368660570492,0.07990341442080522,37.68424892425537,0.05622026697519857,0.025829534296260594,0.005688539072543875,0.03151807336880447,0.06124696176326071,0.12567238379224294
diamonds,8,26970,BetterCatBoost,0.06316276664949586,0.13571924344450975,0.07876822206094933,26.127262830734253,0.05695102138356041,0.025448119882204624,0.005765022132491593,0.031213143840682418,0.061642582853237336,0.12480534950273321
diamonds,8,26970,CheapBetterLGBMClassifier,0.06313310416044463,0.1360685804133839,0.07932938634629001,8.735063552856445,0.05673919406709388,0.025581534233541637,0.005751228603781711,0.03133276466330955,0.061612920364186106,0.12474602452463072
diamonds,8,26970,XT,0.06253243719245223,0.12293596450146975,0.07303641413166301,4.497842311859131,0.0498995503698067,0.02366605933250266,0.005625269783529635,0.02929133094201849,0.061097533251119183,0.12362997044357141
diamonds,8,26970,RF,0.06235075349669833,0.12688543927163,0.0754176363214031,6.373675107955933,0.05146780295022686,0.024248227863135102,0.005637470310761447,0.029885699999882755,0.06089360261785572,0.12324435611455406
diamonds,8,26970,tabICL,0.06357433595257775,0.1377594712296636,0.08070450759608956,98.96065306663513,0.0570549580325142,0.026145002719713806,0.005766099495130017,0.03191110221484383,0.06205415215631922,0.12562848810889699
diamonds,8,26970,PartitionWise,0.04691137212004359,0.06261154718863035,0.025052556804829353,0.6964740753173828,0.03755899038380102,0.005987328748185047,0.004088493003589233,0.010075823577760485,0.045391188323785074,0.09230256044382867
diamonds,8,26970,TabPFN,0.06351871885190771,0.13763673012891356,0.08028340384966133,88.80134224891663,0.05735332067819241,0.02599649717337198,0.005792992108543849,0.03178948928191583,0.06199853505564921,0.12551725390755694
diamonds,9,300,BetterCatBoost,0.046999996105829875,0.10765161647314785,0.05003771191932836,6.423712253570557,0.057613904553819414,0.014592083527627281,0.006148449309599268,0.020740533130903595,0.07033335328102112,0.117333349386851
diamonds,9,300,CheapBetterLGBMClassifier,0.048333329757054656,0.09911348064507768,0.046388882360397274,1.6619975566864014,0.05272459828468036,0.013097449828726881,0.0061210101675904125,0.019218460289994334,0.0716666869322459,0.12000001668930053
diamonds,9,300,XT,0.0406666620572408,0.10525265728754862,0.05221451435398944,3.306145429611206,0.05303814293355913,0.017121073780397022,0.005753962669285908,0.022875036743359983,0.06400001923243205,0.10466668128967285
diamonds,9,300,RF,0.043999995390574136,0.07163300953448444,0.05163338305736814,4.3499672412872314,0.019999626477116218,0.01534192563224888,0.005485407113730351,0.020827333039656275,0.0670000191529592,0.11100001454353334
diamonds,9,300,tabICL,0.04499999562899272,0.11488598878169598,0.05524780507620665,2.9008638858795166,0.05963817223891158,0.017379748796423275,0.006103177069140944,0.02348292586556422,0.06833335280418396,0.11333334843317669
diamonds,9,300,PartitionWise,0.029333325227101643,0.0328033791902079,0.016926594615049695,0.16974663734436035,0.015876784575158242,0.004164452104847387,0.004816578546507964,0.008981030945032404,0.052666682402292886,0.08200000762939452
diamonds,9,300,TabPFN,0.046999996105829875,0.11760321283649118,0.054814830082024056,3.620225191116333,0.06278837128788939,0.017204467193223532,0.006241716738247997,0.02344618393147153,0.07033335328102111,0.117333349386851
diamonds,9,495,BetterCatBoost,0.0632323166336676,0.1258129381978664,0.06844703505930375,5.1994500160217285,0.05736590313856267,0.022285450312753682,0.005803492842021099,0.028088944949311086,0.06222223946542451,0.12545455609909212
diamonds,9,495,CheapBetterLGBMClassifier,0.060202013362537735,0.11408513984111386,0.05999466494764255,1.8547766208648682,0.05409047489347134,0.0187011753612033,0.0056811201258023716,0.024382297281541974,0.059191936194294636,0.11939394955683236
diamonds,9,495,XT,0.05717171105471526,0.11965385173367231,0.06267457562568078,3.303278684616089,0.05697927610799149,0.019779100337899164,0.005484352863151685,0.02526345499558715,0.055555573135915436,0.11272728419063067
diamonds,9,495,RF,0.06343433688385318,0.10187962757901436,0.06603400093914745,4.3606116771698,0.035845626639866845,0.02066812390692273,0.005432792818258295,0.026100918519717336,0.062424259715610074,0.12585859659946325
diamonds,9,495,tabICL,0.061414134863651146,0.1302316422975344,0.07140574203717298,3.059469699859619,0.058825894538914694,0.023385108879419286,0.00568337286512641,0.0290684817445457,0.06040405769540806,0.12181819255905921
diamonds,9,495,PartitionWise,0.04808079738809605,-0.004715864837081285,0.013893811740371752,0.15796589851379395,-0.018609676577453004,0.0021913178941606187,0.003867581730917294,0.006058901419614224,0.047070720219852945,0.095151517607949
diamonds,9,495,TabPFN,0.061010094844933714,0.1250148827712907,0.06929628543299568,2.789236545562744,0.05571859161684829,0.021819757098200342,0.005456626367412102,0.027276383465612446,0.06000001767669061,0.12101011252162433
diamonds,9,815,BetterCatBoost,0.052638028296956255,0.08902598568541562,0.03758590330554423,5.6797404289245605,0.05144008237987137,0.009965995038842646,0.005190070862427007,0.015156067520056845,0.054478542936360175,0.10711657123331644
diamonds,9,815,CheapBetterLGBMClassifier,0.05202453180324812,0.08221883897910158,0.03449602787625147,1.8237807750701904,0.04772281110285009,0.008890015573792369,0.004946503351315209,0.013836520543894776,0.05386504644265204,0.10588957824590017
diamonds,9,815,XT,0.051779133849348756,0.07475653494137388,0.024847625831328362,3.617489814758301,0.049908909110045536,0.005473195381894479,0.004885451687279616,0.010358648687961285,0.05337424965723893,0.10515338350658768
diamonds,9,815,RF,0.05092023823158872,0.07428921855326523,0.02705282646414482,4.863982200622559,0.04723639208912038,0.006527142212160321,0.0047756493696245374,0.011302793200572049,0.05226995520796511,0.10319019343955387
diamonds,9,815,tabICL,0.051779132386658086,0.08966177954646815,0.03814508477562077,3.2986786365509033,0.051516688376651555,0.011060929398960861,0.0051461734829475626,0.016207102881908422,0.05361964702606201,0.10539877941272009
diamonds,9,815,PartitionWise,0.03705520425106119,0.02854299170624109,0.008621995756548645,0.16059327125549316,0.01992099594969244,0.0014783216410123382,0.0033708966708845627,0.004849219930684096,0.038895718890465114,0.0759509231415263
diamonds,9,815,TabPFN,0.04564416423165725,0.0925152260060808,0.04118748620385806,3.0753073692321777,0.05132773340802692,0.012095432127454533,0.004882732381914691,0.016978164509369224,0.04748467887106117,0.09312884310271842
diamonds,9,1344,BetterCatBoost,0.05528934669304138,0.12055755696971444,0.07296514181138682,5.909183979034424,0.04759241515832761,0.023892906747966104,0.005124768160577038,0.02901767644034271,0.058540771522526215,0.11383011821556757
diamonds,9,1344,CheapBetterLGBMClassifier,0.056257554213902675,0.11913037992741411,0.07348481577363528,2.0889623165130615,0.045645564153778836,0.024023373795134077,0.005078677547320744,0.02910205287425438,0.05950897904338751,0.11576653325729018
diamonds,9,1344,XT,0.0522429615006174,0.09012228924689875,0.05928459232864347,3.714005947113037,0.030837696918255258,0.01886640595986233,0.004428638693344848,0.023295046185006735,0.055791783993261235,0.10803474549387866
diamonds,9,1344,RF,0.05298284942140883,0.0924402770271623,0.06279881116448591,4.919153451919556,0.029641465862676374,0.020196518840317552,0.004630194205745665,0.024826714577862778,0.055713828030155364,0.1086966774515642
diamonds,9,1344,tabICL,0.05484352842000588,0.12499187508208318,0.07467259617525021,3.944382429122925,0.050319272179657704,0.024385292260931203,0.005193695669890074,0.029578987930821275,0.05809495324949071,0.1129384816694966
diamonds,9,1344,PartitionWise,0.042788650155735485,0.028839920552445265,0.02350680123179062,0.16663575172424316,0.0053331193206546225,0.005533206635650828,0.003673466644279924,0.009206674811730322,0.046040074985220315,0.08882872514095581
diamonds,9,1344,TabPFN,0.05580868375279534,0.1272301160115589,0.07607932322965053,2.8794100284576416,0.0511507860547331,0.025004945783385746,0.005165924100184564,0.030170869883570317,0.05906010858228017,0.11486879233507549
diamonds,9,2215,BetterCatBoost,0.057110602968702476,0.11672332424868843,0.06812927486631834,7.948820114135742,0.04859404938237012,0.021397993972867423,0.005141895809572977,0.026539891472948544,0.05778782771349491,0.11489843068219738
diamonds,9,2215,CheapBetterLGBMClassifier,0.0560270816962283,0.11390500568185605,0.06767358741655052,2.4956021308898926,0.04623141826530553,0.02111972884403306,0.00496237637944443,0.026082106913985638,0.056704306441020744,0.11273138813724906
diamonds,9,2215,XT,0.05616252190910668,0.0851189036372267,0.05707456338236015,3.5497548580169678,0.028044340254866573,0.017390161339338853,0.004713090860281913,0.022103253890128925,0.056794599808634806,0.11295712171774148
diamonds,9,2215,RF,0.05575620137810976,0.08251152379931989,0.0607975869810803,4.140934705734253,0.02171393681823966,0.019169383812376227,0.004811791637808876,0.02398117714069325,0.057742681083506976,0.11349888246161674
diamonds,9,2215,tabICL,0.05724604415032449,0.11657705702532133,0.0676970720414711,4.819244384765625,0.04887997886419472,0.021667504793718356,0.005136305547981182,0.02680381034169954,0.05792326889511694,0.11516931304544142
diamonds,9,2215,PartitionWise,0.04275393997304326,0.05114763745320726,0.022561078785636613,0.18778133392333984,0.028586558667570705,0.005342993343239036,0.003649727419436957,0.008992722453184129,0.043431164717835716,0.08618510469087898
diamonds,9,2215,TabPFN,0.057878098154175626,0.11819067347895126,0.06924412690043769,3.4815568923950195,0.048946540458858136,0.022099085788307687,0.005073073970468456,0.027172159758776147,0.058555322898968074,0.11643342105314369
diamonds,9,3652,BetterCatBoost,0.0483806316567922,0.11716887726442435,0.05886052907247506,7.800613641738892,0.058308348191949265,0.018989174625544575,0.005829630435031661,0.024818806046357184,0.06048829562383048,0.10886892728062267
diamonds,9,3652,CheapBetterLGBMClassifier,0.049749857786121156,0.11533608762959671,0.0578969708425635,3.136324644088745,0.057439116787033194,0.018422962900124712,0.005819970290747589,0.02424293417665325,0.06185752175315943,0.11160737953928057
diamonds,9,3652,XT,0.04955751544931554,0.1088699701449014,0.0525108164272506,2.494131565093994,0.05635915371765077,0.01649477960917978,0.005824872953090561,0.022319653548051287,0.061117458955201,0.11067497440451654
diamonds,9,3652,RF,0.05098239767563262,0.10907731716580116,0.0533144726704042,2.8760979175567627,0.055762844495396924,0.016635265468087426,0.005789308681549936,0.022424575135418307,0.06281605143021905,0.11379844910585166
diamonds,9,3652,tabICL,0.05005077836279538,0.12291605704032023,0.060666126729903125,6.842072010040283,0.062249921493140105,0.019676609416266883,0.006104726846468224,0.025781336262735106,0.062158442329833655,0.11220922069262902
diamonds,9,3652,PartitionWise,0.03493408315733022,0.050428552691350916,0.018032886737619734,0.1935749053955078,0.032395665953731174,0.004269402412915469,0.0038532950054679244,0.008122698404164335,0.047041747124368496,0.08197583028169872
diamonds,9,3652,TabPFN,0.04947644821933535,0.12037373573441408,0.060530166477417914,5.074108123779297,0.05984356043971917,0.019689625947426296,0.005891954105785631,0.025581580053211928,0.06158411218637363,0.11106056040570897
diamonds,9,6020,BetterCatBoost,0.0588870367140469,0.13219652850303248,0.07500588405170404,9.335076332092285,0.057190644451328466,0.02417537780226307,0.00573331836604834,0.029908697736708133,0.06154486786487491,0.12043190457892179
diamonds,9,6020,CheapBetterLGBMClassifier,0.059285707905443005,0.12926048476588298,0.07330238486475085,3.7113754749298096,0.05595809990113214,0.023525069481230496,0.0057338012040600685,0.02925887225368729,0.061943539056271014,0.12122924696171403
diamonds,9,6020,XT,0.057325575419042596,0.11413177579105212,0.06456684080622496,2.3502445220947266,0.0495649349848271,0.02011432659697796,0.005517176357037018,0.025631504522411697,0.060000017790303284,0.11732559320934588
diamonds,9,6020,RF,0.05803986090758314,0.11705847427496774,0.06767256980629968,3.0199074745178223,0.04938590446866804,0.021449900609528717,0.0055136160026627076,0.02696351818058814,0.06132892116755743,0.11936878207514054
diamonds,9,6020,tabICL,0.059983383044848015,0.13690953874805234,0.0770271551144879,10.895316123962402,0.05988237704647925,0.024924063935498415,0.005930397817046754,0.03085446175254517,0.06264121419567602,0.12262459724052403
diamonds,9,6020,PartitionWise,0.041843844311577935,0.05963932620743756,0.024032026526229645,0.20715856552124023,0.03560729968120792,0.005858114830470759,0.003944632051167893,0.009802748450035375,0.044501675462405944,0.08634551977398387
diamonds,9,6020,TabPFN,0.06039866565469887,0.13785918851119452,0.07832774295994051,8.909675359725952,0.05953143896416881,0.025623946435180223,0.005863605179105153,0.031487551614285375,0.06305649680552688,0.12345516246022577
diamonds,9,9925,BetterCatBoost,0.055858935781329944,0.12793758150219225,0.07136807780798175,10.628139734268188,0.056569503694210474,0.023076740194918777,0.005793461532983565,0.028870203090551605,0.061853921839812545,0.1177128576211425
diamonds,9,9925,CheapBetterLGBMClassifier,0.055415611050891635,0.12378695792188008,0.06959957392216888,4.217886209487915,0.05418738399971117,0.022450441128689467,0.00564063452086577,0.02809107701220449,0.06141059710937423,0.11682620816026586
diamonds,9,9925,XT,0.05428714773817086,0.10818277507966127,0.06453528486377952,2.7307190895080566,0.043647490215881705,0.02106119427127182,0.005421818956410351,0.026483014590331432,0.06033251154632953,0.1146196592845004
diamonds,9,9925,RF,0.05465994348453934,0.11033099170394664,0.06644509051858741,3.6732118129730225,0.04388590118535924,0.02149991846406032,0.005443644157030014,0.026943563983739593,0.0606650050401087,0.11532494852464806
diamonds,9,9925,tabICL,0.057410573959350585,0.12966604114152155,0.07286794151266536,20.291884183883667,0.0567980922541914,0.023644796999298057,0.005802746137202314,0.029447543136500366,0.06340556001783318,0.12081613397718376
diamonds,9,9925,PartitionWise,0.039637270358107254,0.0555477428102316,0.019643846472760462,0.23070907592773438,0.03590389633747113,0.004574396311273435,0.004003520412708225,0.008577918086630915,0.04563225641658984,0.0852695267746971
diamonds,9,9925,TabPFN,0.05722921385873174,0.1297813476138155,0.07288685991431383,16.788978576660156,0.056894480324836884,0.023620101877063586,0.005783827930115804,0.02940392980717939,0.06322419991721434,0.1204534137759461
diamonds,9,16360,BetterCatBoost,0.058453538897276516,0.1312941550964041,0.07313660241322975,18.40502381324768,0.058157552683174275,0.0236419219434862,0.005905270051128314,0.029547193436695797,0.06316016420612708,0.12161370310340358
diamonds,9,16360,CheapBetterLGBMClassifier,0.05838018937769612,0.12947897707401185,0.07181111896383921,5.876473665237427,0.05766785811017262,0.023094667629425643,0.005903606031081382,0.028998275102588324,0.0630868146865467,0.12146700406424282
diamonds,9,16360,XT,0.056717597979205156,0.1135501640480863,0.06769860754487725,3.244128942489624,0.04585155650320899,0.021886488510075443,0.005684617151145194,0.027571107103301924,0.06141199827339947,0.11812959625260462
diamonds,9,16360,RF,0.05688263443105086,0.11906832233633483,0.06904845180277244,4.625731706619263,0.05001987053356236,0.021963129669983893,0.005707912553143432,0.027671043665208617,0.061833758415394714,0.11871639284644557
diamonds,9,16360,tabICL,0.05877750058337354,0.13247483467583834,0.0742909042744635,41.79120898246765,0.058183923330767426,0.024023452619077013,0.005955791025063159,0.029979243644140174,0.06348412589222412,0.12226162647559766
diamonds,9,16360,PartitionWise,0.042377740297748864,0.058287759510276246,0.020865218311375288,0.6248693466186523,0.03742254119890094,0.004923137791071485,0.00412262079030958,0.009045760023462348,0.047084365606599454,0.08946210590434832
diamonds,9,16360,TabPFN,0.05876527583103599,0.13262333090963402,0.0742810106657946,37.3185920715332,0.05834231317323198,0.02411816722467487,0.005901477741045008,0.030019644965719884,0.06347190113988657,0.12223717697092255
diamonds,9,26970,BetterCatBoost,0.05756024590323579,0.1307896877428721,0.07302348767393363,27.54724431037903,0.05776620006893847,0.02374226320823166,0.0058504470505052865,0.029592711648096192,0.06312200500649526,0.12068225090973103
diamonds,9,26970,CheapBetterLGBMClassifier,0.05754912256266305,0.1292803197726397,0.07164762974068559,8.433666467666626,0.05763269003195409,0.023173099384428276,0.005865499214971778,0.029038599988759305,0.06311088166592252,0.12066000422858555
diamonds,9,26970,XT,0.05606228564463591,0.11526537498920993,0.0660350627847112,4.426073789596558,0.04923031220449867,0.0216207349798118,0.005635683230497293,0.027256419599668347,0.06167966201652807,0.117741947661164
diamonds,9,26970,RF,0.056295878236542196,0.12020562245430522,0.06924774643708687,6.2819294929504395,0.05095787601721833,0.022377743044011016,0.0056637178527004116,0.028041462286070684,0.06177606511478474,0.11807194335132694
diamonds,9,26970,tabICL,0.058261025393941825,0.13222303533338403,0.0738621873950038,96.63792538642883,0.05836084066595844,0.024012664629614017,0.005917624527633322,0.029930289157247335,0.06382278449720129,0.12208380989114312
diamonds,9,26970,PartitionWise,0.04034111041867119,0.05758563429575453,0.021501859726957874,0.7071940898895264,0.03608377456879667,0.005132528516284557,0.0039671594653444995,0.009099689370988307,0.04590286952193066,0.08624397994060184
diamonds,9,26970,TabPFN,0.0577901320232919,0.13180012073068595,0.07355221334316035,89.19245862960815,0.058247900115103765,0.023948623227165483,0.0058739890988306455,0.029822612325996124,0.06335189112655137,0.12114202314984326
deliverytime,0,300,BetterCatBoost,-0.006333340406417846,-0.00352863203289584,-0.0037183576455629306,5.792034149169922,0.0001897256126671243,-0.0007494670385468069,1.4383090703697087e-05,-0.0007350838596779194,0.02033335010210673,0.014000009695688884
deliverytime,0,300,CheapBetterLGBMClassifier,-0.005000003576278686,-0.01950990635539031,-0.003039903763639512,1.344775676727295,-0.01647000259175079,-0.0006929925305162344,-0.0016380983533154981,-0.0023310907956665336,0.02166668693224589,0.016666683355967205
deliverytime,0,300,XT,-0.008666673501332602,-0.1417994490690158,-0.032392204481565025,3.3757166862487793,-0.10940724458745074,-0.011208888977054089,-0.0018941852733503934,-0.013103074162239279,0.01633334994316101,0.007666676441828411
deliverytime,0,300,RF,-0.015333340962727865,-0.06549241748447705,-0.022721131647288485,4.412002086639404,-0.042771285837188554,-0.007173000088165208,-0.0020311852733503875,-0.009204185273350391,0.010666682720184327,-0.00466665824254354
deliverytime,0,300,tabICL,-0.00033333341280619304,-0.00805938618583552,-2.129289957952807e-05,3.0331904888153076,-0.00803810553951136,-3.927660485109063e-06,-0.0006069085118360837,-0.0006108361723211927,0.02633335709571838,0.02600002368291219
deliverytime,0,300,PartitionWise,-0.013000007867813112,-0.18741711886907167,-0.00926262236326259,0.1784224510192871,-0.1781544965058091,-0.0022565174746646474,-0.0017925438668726895,-0.004049061253372134,0.01366668264071147,0.000666674772898356
deliverytime,0,300,TabPFN,-0.0010000002384185792,0.00023909838544257102,-5.0960267117339254e-05,4.051633358001709,0.00029004639930454437,-9.49517513315068e-06,0.000450081439048515,0.00044058626391536707,0.025666690270105996,0.024666690031687415
deliverytime,0,485,BetterCatBoost,0.02226803081551778,0.010948845276876696,-0.0003366348726264512,8.27370810508728,0.011285480149503157,-0.0007085968092252898,0.0015257308427678805,0.0008171355751214971,0.02536083816253033,0.04762886897804811
deliverytime,0,485,CheapBetterLGBMClassifier,0.021443289334012062,0.015669234845511148,0.006295277014092171,1.7139132022857666,0.009373957831418978,0.0009615121719009856,0.0013285155826709334,0.0022900292961508225,0.02453609668102461,0.04597938601503667
deliverytime,0,485,XT,0.0210309185932592,-0.014815479913123163,-0.011393134891115597,3.3129982948303223,-0.0034223450220075557,-0.005885431094843505,0.0004318197642630278,-0.005453609789001587,0.023298983475596634,0.044329902068855835
deliverytime,0,485,RF,0.012783494929677433,-0.011426616386280352,-0.008742543178175377,4.387084007263184,-0.0026840732081049755,-0.0034826819539500314,0.00027282778259063445,-0.003209852629780502,0.01608248740127406,0.028865982330951494
deliverytime,0,485,tabICL,0.013402054236107266,0.014460738986842836,0.004982343600695094,3.0691943168640137,0.009478388696406737,0.0009477783282546587,0.001276084267130459,0.0022238625953851176,0.016494861583119812,0.02989691581922708
deliverytime,0,485,PartitionWise,-0.009072177434704969,-0.062172972346541636,-0.007324758377706619,0.16142654418945312,-0.054848213968835005,-0.0016869034448575876,-0.0017330106434484739,-0.0034199125467271494,-0.005979370087692419,-0.015051547522397384
deliverytime,0,485,TabPFN,0.03175256866769693,0.021818211667908805,0.005346345755969551,3.2744808197021484,0.016471859222198237,0.0009998875046052847,0.0023037382549707915,0.0033036257595760845,0.034845376014709474,0.0665979446824064
deliverytime,0,785,BetterCatBoost,0.016305721489487182,0.005642032369017946,0.004274756675147162,7.831403732299805,0.0013672756938708174,0.0007309654031362773,0.00023243211734544632,0.0009633994490906045,0.013121031955548913,0.02942675344503609
deliverytime,0,785,CheapBetterLGBMClassifier,0.02280253741391905,0.008284806885524753,0.004352589627738867,1.795304536819458,0.003932217257785875,0.0009061291051229936,0.0006188022940249698,0.0015249333277568499,0.01961784787998078,0.042420385293899826
deliverytime,0,785,XT,0.012101901564628455,-0.020081025891491446,0.0011228636013038695,3.642913579940796,-0.021203889492795315,-0.000408933280342777,-0.001354283598814124,-0.0017632149505480144,0.010445874208098003,0.02254777577272646
deliverytime,0,785,RF,0.013885340569125621,-0.017294903054730627,-0.003532687492459863,4.721403360366821,-0.013762215562270775,-0.0024153451699393813,-0.000829343754511222,-0.0032446869958417226,0.010955427862276696,0.02484076843140232
deliverytime,0,785,tabICL,0.012611458559704436,0.00150189246679574,0.00036646409831995184,3.1757922172546387,0.0011354231602447751,-8.661051868063264e-05,0.0002256712539619815,0.00013906073528134887,0.009426769025766167,0.022038227585470603
deliverytime,0,785,PartitionWise,0.01579616783530849,-0.00022361995115308675,0.002600242475364034,0.1595168113708496,-0.0028238624265171097,0.00041348215274444324,-0.00019616789948992132,0.00021731618186341672,0.01261147830137022,0.02840764613667871
deliverytime,0,785,TabPFN,0.020254770357897328,0.0067873736262701765,0.004751405055887448,3.0875940322875977,0.0020359633621517157,0.0008900351466456846,0.00031531658527815255,0.0012053517319238344,0.017070080823959062,0.03732485118185638
deliverytime,0,1271,BetterCatBoost,0.02085500962428331,0.003194196747195732,0.002839973764620518,7.096157550811768,0.00035422298257522524,0.0005416340544139337,0.00021786982703535517,0.0007595061911223721,0.01148958649995317,0.03234459612423648
deliverytime,0,1271,CheapBetterLGBMClassifier,0.010307844715462951,0.0018042126467416875,0.002084639584798609,1.9237828254699707,-0.0002804269380568658,0.0003907103865404826,-2.042684115325377e-05,0.00037028585506030943,0.0009424215911328096,0.011250266306595761
deliverytime,0,1271,XT,0.010547156468279957,-0.057297545065813714,-0.018837276206796427,3.6092474460601807,-0.038460268859017245,-0.007760671275072015,-0.0016004708050327277,-0.009361139770431662,0.0017338403695450904,0.012280996837825048
deliverytime,0,1271,RF,0.004394306464752555,-0.05207647371640125,-0.024172156250250255,3.2120115756988525,-0.027904317466150984,-0.008656781785767986,-0.0022775320988415947,-0.010934311574936495,-0.006151601733369227,-0.00175729526861667
deliverytime,0,1271,tabICL,0.01912489099342072,0.006211692475739406,0.0024529811059210704,3.6966044902801514,0.0037587076202608705,0.00047584542103074057,0.0005974330120226828,0.0010732784330534234,0.009759467869090576,0.028884358862511294
deliverytime,0,1271,PartitionWise,0.00904522170397682,-0.005860377836915176,-0.0025131818055187938,0.16707348823547363,-0.0033471960313964377,-0.0006821985202433711,-0.0004095562001403985,-0.001091752410710689,-0.0003202014203533197,0.008725020283623501
deliverytime,0,1271,TabPFN,0.021882031175923487,0.00765706872295645,0.004089722966451071,2.880843162536621,0.003567342006947949,0.0008271615713505764,0.0006419692198839811,0.0014691307912345574,0.012516608051593353,0.03439863922751684
deliverytime,0,2056,BetterCatBoost,0.0026779238613604817,0.001228201651949945,0.0004240165904543791,8.034680366516113,0.0008041850614955548,7.018322409331201e-05,0.00026338054132155064,0.00033356514952370686,0.008324842560658213,0.011002766422018695
deliverytime,0,2056,CheapBetterLGBMClassifier,0.0015613020195741462,0.0014332584916387336,1.326378214712154e-05,2.105539321899414,0.0014199947094916455,-1.2580094143768705e-05,0.0002477861573914941,0.00023520744735657794,0.00720822071887188,0.008769522738446025
deliverytime,0,2056,XT,0.005108653633841138,-0.037201600400230364,-0.01973615536006319,2.8112404346466064,-0.017465445040167137,-0.00728427353060869,-0.0008647913299614452,-0.008149063476461282,0.011872313096843012,0.01698096673068415
deliverytime,0,2056,RF,0.0035501759603591065,-0.03152752438795975,-0.014310449510182477,2.862642765045166,-0.017217074877777204,-0.004968331594058006,-0.000724840490453521,-0.00569317070040268,0.009294654042147516,0.012844830002506621
deliverytime,0,2056,tabICL,0.0029700171352460636,0.002011782833217407,-5.808139000602619e-05,4.613761901855469,0.0020698569307037117,-1.98577101771652e-05,0.0002420151472727977,0.00022215743709562974,0.008616935834543796,0.01158695296978986
deliverytime,0,2056,PartitionWise,0.0018913047003593405,-9.961354573978509e-05,-0.0011520157150218923,0.1733846664428711,0.0010524021692821072,-0.0002512646298485022,0.00020750912558983593,-4.3754120149813724e-05,0.007538223399657073,0.009429528100016415
deliverytime,0,2056,TabPFN,0.005647242998380167,0.0026355007749787494,-0.00027367069068437997,3.6857621669769287,0.0029091641731434246,-0.00016890605691283477,0.0004077089391998689,0.00023880288228703416,0.0112941616976779,0.01694140469605807
deliverytime,0,3326,BetterCatBoost,0.022644571696038562,0.010015352864441763,0.004993718234204825,8.644962549209595,0.0050216346302369595,0.0009865581287746116,0.0007098933328821861,0.0016964534797095283,0.0180091330076971,0.04065370470373566
deliverytime,0,3326,CheapBetterLGBMClassifier,0.019787880884591415,0.009569650861387924,0.0048877285717347065,2.640702724456787,0.004681922289653228,0.0010144645485033494,0.0006839608432316818,0.0016984274097877645,0.015152442196249954,0.03494032308084137
deliverytime,0,3326,XT,0.013954109454736897,-0.025141895034988794,-0.012572335024151903,2.2702863216400146,-0.012569560010836877,-0.005418941534009794,-0.0007953315079436335,-0.00621427102390068,0.008687272085134996,0.022641381539871896
deliverytime,0,3326,RF,0.014253506094413119,-0.014324861658724352,-0.0070467579924731625,3.0610830783843994,-0.0072781036662511785,-0.0032763374261425256,-0.00040104153375892517,-0.0036773769418487006,0.008926699038037878,0.023180205132450997
deliverytime,0,3326,tabICL,0.017351385449606273,0.006359946907104097,0.002036547292929214,6.357884168624878,0.004323394748325526,0.00039526613617433816,0.000612003276689102,0.0010072694128634458,0.012715946761264812,0.03006733221087109
deliverytime,0,3326,PartitionWise,0.005957717961237246,-0.0004554859228151242,-0.0003940076786507651,0.18498635292053223,-6.14782441643591e-05,-9.81118675646958e-05,-2.99060509716953e-06,-0.00010110045460912654,0.001322279272895783,0.007279997234133029
deliverytime,0,3326,TabPFN,0.023425040930774018,0.010622214251305185,0.004641800829164111,5.01854133605957,0.0059804085562916946,0.0009032029585482632,0.000826911701966726,0.001730114660514992,0.018789602242432556,0.04221464317320658
deliverytime,0,5382,BetterCatBoost,0.02428529757191758,0.01149219144072674,0.007112576447474062,10.412798166275024,0.004379614993252667,0.0014275089314582158,0.0006458011286522014,0.002073312282629314,0.01633348632180516,0.04061878389372274
deliverytime,0,5382,CheapBetterLGBMClassifier,0.021292525543069755,0.010107384399367935,0.005219366269432135,3.2860405445098877,0.004888018129935811,0.0009944783066030832,0.0007200747652344769,0.0017145552943564429,0.013340714292957337,0.03463323983602709
deliverytime,0,5382,XT,0.014418517297732993,-0.02449899220054036,-0.01301227033764707,2.621687173843384,-0.0114867218628933,-0.005509533160608188,-0.0005334785364341565,-0.006043009474523459,0.006020643582418137,0.020439160880151127
deliverytime,0,5382,RF,0.019304593911460652,-0.008184349292526715,-0.006414058386888133,3.7828333377838135,-0.001770290905638594,-0.003136768754301106,0.00011657116217561603,-0.0030201953696066043,0.012077240601472021,0.03138183451293267
deliverytime,0,5382,tabICL,0.024526316619892345,0.009865190692089876,0.006692261645499442,9.83213186264038,0.003172924963415924,0.0013734722540109379,0.00048632934250808225,0.00185980159651902,0.016574505369779925,0.04110082198967227
deliverytime,0,5382,PartitionWise,0.008157315525286205,0.0002226351758247369,0.00017191992598989403,0.1938316822052002,5.071524983485398e-05,1.89836386904757e-05,8.085470254109995e-06,2.7071331463474068e-05,0.0002055042751737869,0.008362819800459994
deliverytime,0,5382,TabPFN,0.025771928288832242,0.01238856172460574,0.00776596364013774,8.77894902229309,0.0046225940012934895,0.0015909262319125568,0.000694088771643353,0.0022850150035559043,0.017820117038719822,0.04359204532755206
deliverytime,0,8708,BetterCatBoost,0.027985936920361908,0.019102310814616552,0.011701907859562499,11.036210536956787,0.007400402955054031,0.0026531872097946413,0.0010190765416252857,0.0036722659311609674,0.020727968041249052,0.04871390496161097
deliverytime,0,8708,CheapBetterLGBMClassifier,0.02719344734286567,0.018538936460267975,0.011353445756379843,3.9761345386505127,0.00718549070388812,0.0025913654364397797,0.000980794252086481,0.0035721618682672844,0.019935478463752813,0.04712892580661848
deliverytime,0,8708,XT,0.020130811629559937,-0.014801466650734063,-0.0041286915352452104,2.9113998413085938,-0.010672775115488831,-0.002855303147325389,-0.00019321221023775036,-0.0030485131778221013,0.01197718158179605,0.03210799321135599
deliverytime,0,8708,RF,0.022852639455535884,-0.00595363218220144,0.0007472759631849235,4.777790546417236,-0.0067009081453864305,-0.0010855495111996266,3.299616012563678e-05,-0.0010525511713329523,0.015330487271789612,0.038183126727325496
deliverytime,0,8708,tabICL,0.02872078796201189,0.01821004783630764,0.010907935481556708,17.585016012191772,0.007302108107827332,0.0023973118701665964,0.0009833378838163737,0.00338064975398297,0.021462819082899036,0.05018360704491091
deliverytime,0,8708,PartitionWise,0.008739883356076606,8.251553690309388e-05,0.0004298514087200722,0.22746634483337402,-0.00034733587181696725,7.47094293283429e-05,-5.61108204880284e-05,1.8600788581354945e-05,0.0014819144769637506,0.010221797833040358
deliverytime,0,8708,TabPFN,0.02814683343716757,0.02129919974336879,0.012063176752774529,16.028494358062744,0.009236018743670627,0.002710706118255091,0.0011993633166187511,0.003910069434873836,0.020888864558054714,0.04903569799522228
deliverytime,0,14090,BetterCatBoost,0.02858054183576867,0.020581170851867902,0.012063379159723876,15.781391143798828,0.008517791692144039,0.0028323129638360618,0.001117537715132555,0.003949852888179445,0.020844582710983568,0.04942512454675223
deliverytime,0,14090,CheapBetterLGBMClassifier,0.029418015082395187,0.021460090463095393,0.012196586108371665,5.442096471786499,0.009263504354723751,0.002846387438973014,0.0011948707309971025,0.004041260379180964,0.021682055957610087,0.05110007104000527
deliverytime,0,14090,XT,0.02195172801434021,-0.0023940663278275154,0.002475457732603259,3.742239236831665,-0.004869524060430774,-0.0005893476866968339,0.0001845226705305042,-0.0004048228069554932,0.014421588262824659,0.03637331627716487
deliverytime,0,14090,RF,0.02495385688446023,0.006473513744537784,0.004386584290935825,6.59970498085022,0.002086929453601971,0.00013812569868286163,0.0005741473058116425,0.0007122752137053379,0.017154022351150565,0.0421078792356108
deliverytime,0,14090,tabICL,0.02597586152568787,0.017158892413746175,0.01006400540643343,34.05361294746399,0.007094882873196429,0.0023062291871055658,0.0009055126506586853,0.0032117418377642535,0.018239902400902775,0.04421576392659064
deliverytime,0,14090,PartitionWise,0.009552856520442271,0.0004491025133864346,0.00034276626370046694,0.5687153339385986,0.00010633624968595657,5.8432116085238575e-05,1.9446472309936346e-05,7.788079760601141e-05,0.0018168973956571733,0.011369753916099446
deliverytime,0,14090,TabPFN,0.028055349650156252,0.02189516408515598,0.012134814436813968,31.871188163757324,0.009760345514225688,0.0028212759058163727,0.001237752586454141,0.004059028492270511,0.020319390525371153,0.048374740175527405
deliverytime,0,22797,BetterCatBoost,0.029117745996503935,0.022901398711726174,0.012275053939068793,23.9282443523407,0.010626344772657437,0.002826554655441868,0.0013806660270315406,0.004207222715735271,0.024235620398079853,0.05335336639458379
deliverytime,0,22797,CheapBetterLGBMClassifier,0.02866603687581914,0.02263344788024523,0.011769718884335834,7.665348052978516,0.010863728995909382,0.0026875028051281087,0.0013803604579952279,0.004067865296385198,0.023783911277395056,0.0524499481532142
deliverytime,0,22797,XT,0.0219766526211967,-0.000950435803062144,-0.00011319024653884124,5.110713958740234,-0.0008372455565233028,-0.0015271964551516859,0.0004731413168452714,-0.0010540531050445556,0.017252416589621518,0.039229069210818215
deliverytime,0,22797,RF,0.024358342823852075,0.007709202475144594,0.0038229078852541343,10.143330574035645,0.003886294589890482,-0.00016679626875004406,0.0008088912085617184,0.0006420969730735277,0.019226193836184215,0.0435845366600363
deliverytime,0,22797,tabICL,0.02584550976508383,0.018036368909880574,0.009583994326642142,74.40271925926208,0.00845236977560796,0.0021341233737170256,0.0011091279944617839,0.003243251368178815,0.020963384166659743,0.046808893931743575
deliverytime,0,22797,PartitionWise,0.005342792326963872,0.00015132088694113087,0.0002956205170761228,0.6310451030731201,-0.00014429963013501412,5.3783524675621305e-05,-2.4102452393917616e-05,2.9683105543559796e-05,0.00046066672853978675,0.005803459055503658
deliverytime,0,22797,TabPFN,0.02758256797079243,0.020800922256272093,0.010945705182740984,71.07971167564392,0.009855212265900682,0.002467208439222918,0.0012969270034149493,0.0037641354426378643,0.022700442372368346,0.05028301034316078
deliverytime,1,300,BetterCatBoost,-0.00633334438006083,-0.0003535914495785053,-0.003966085933842167,6.821257591247559,0.0036124944842637176,-0.0008667371161112769,0.00045841255835693957,-0.0004083236475417473,0.007000012795130411,0.0006666684150695802
deliverytime,1,300,CheapBetterLGBMClassifier,-0.011333342393239338,-0.004319097298766861,-0.006284176454491963,1.3810648918151855,0.001965079155725108,-0.0016339174650965653,0.00014254114528384766,-0.001491375409600129,0.0020000147819519047,-0.009333327611287436
deliverytime,1,300,XT,-0.005666675170262656,-0.061396030954122736,-0.0364076448255136,3.344930648803711,-0.02498838612860913,-0.012754704613916295,-0.0015972601694718507,-0.01435196387317556,0.007000015179316202,0.0013333400090535478
deliverytime,1,300,RF,0.003999991416931152,-0.038909619619471945,-0.025629715527090167,4.3023130893707275,-0.013279904092381778,-0.008579371280582953,-0.0005986305398422348,-0.009178000910212597,0.016000014940897624,0.020000006357828774
deliverytime,1,300,tabICL,-0.007666670083999632,0.003090679187875972,-0.0022680279780904478,2.953911304473877,0.005358698059421779,-0.00048491862912972974,0.0005771435381999854,9.222490907025427e-05,0.00566668709119161,-0.001999982992808025
deliverytime,1,300,PartitionWise,-0.004000008900960287,-0.15935411266038094,-0.009908903050793356,0.17515802383422852,-0.14944520960958763,-0.0026498714363426185,-0.002037113165937035,-0.004686983692067057,0.009333348274230957,0.005333339373270671
deliverytime,1,300,TabPFN,-0.00800000270207723,0.000617206899376721,-0.0015682449360172046,3.4098596572875977,0.002185442728849257,-0.00032751545310020504,0.00029596645346221807,-3.154899963798696e-05,0.0053333544731140135,-0.0026666482289632158
deliverytime,1,485,BetterCatBoost,0.005979366155014825,-0.003710101783036368,-0.0004042042731832063,7.1816534996032715,-0.003305897509853095,-0.00015648942935374277,-0.0003398500119218967,-0.000496337264093083,-0.0012371048484880898,0.004742261306526734
deliverytime,1,485,CheapBetterLGBMClassifier,0.006804111569198137,-0.0032263647206641766,-0.000427653923773208,1.6929800510406494,-0.0027987107968909684,-9.36664456666042e-05,-0.00039143575674019105,-0.00048510002522425544,-0.0004123594343047786,0.006391752134893356
deliverytime,1,485,XT,0.014432978875858265,-0.07482089264528034,-0.02349786178352269,3.2840938568115234,-0.051323030861757726,-0.009346623024834322,-0.0015968177556476087,-0.010943438603299386,0.005360837326836341,0.01979381620269461
deliverytime,1,485,RF,-0.00041238253878563957,-0.05156061602383066,-0.021531588015048307,4.307985782623291,-0.030029028008782356,-0.00794481317374612,-0.0027418807567930912,-0.010686691753356658,-0.009072152855470009,-0.009484535394255648
deliverytime,1,485,tabICL,0.014226794734443587,-0.0061415977924839885,0.0009159974509054703,2.9323480129241943,-0.007057599500106671,0.00017891777007235653,-0.0005994807205105368,-0.00042056295043817746,0.0070103237309406706,0.02123711846538425
deliverytime,1,485,PartitionWise,-0.004742279986745304,-0.030991133700960415,-0.010780558099820458,0.14522886276245117,-0.02021057560114,-0.0029079425022079525,-0.0023013698529466024,-0.005209310177972012,-0.011958750990248217,-0.01670103097699352
deliverytime,1,485,TabPFN,0.016494833071207263,0.0015037874840038157,0.0028874102005400524,2.799238681793213,-0.001383626973253449,0.000570887964718117,3.0592541311164066e-05,0.0006014805060292866,0.009278362067704346,0.02577319513891161
deliverytime,1,785,BetterCatBoost,0.022420369895400517,0.0014404746914030043,0.00025287617355241877,7.66584038734436,0.0011875985178505855,-0.0016830684873038293,0.00019232548731250299,-0.0014907404430659521,0.009044597558914475,0.03146496745431499
deliverytime,1,785,CheapBetterLGBMClassifier,0.025859860857580873,0.005194445611678899,0.0037651041868305814,1.9126996994018555,0.0014293414248483071,-0.0007055482663877565,0.00025656300481858294,-0.0004489827046438077,0.012484088521094838,0.03834394937867571
deliverytime,1,785,XT,0.016942664923941253,-0.05834743807792579,-0.021466023290220692,3.642197608947754,-0.03688141478770507,-0.01007858712875834,-0.001791226902289833,-0.011869811474122822,0.002675172629629731,0.019617837553570987
deliverytime,1,785,RF,0.019490435017142326,-0.04648874707091473,-0.01132031996624916,4.693924903869629,-0.035168427104665535,-0.005840582882473836,-0.001674864552679084,-0.007515444878227556,0.005222942722830804,0.024713377739973126
deliverytime,1,785,tabICL,0.022802538932508724,-0.00034407215738534446,-0.00014964854961529994,3.459650993347168,-0.00019442641087180634,-0.0009138436406660927,0.00010884493966824282,-0.0008049987009978527,0.009426766596022682,0.03222930552853141
deliverytime,1,785,PartitionWise,0.0024203696827979604,-0.01142151088452643,-0.0068700898790258315,0.16237497329711914,-0.004551421005500589,-0.0018192525119362507,-0.0005094488555069277,-0.0023286988105178123,-0.010955402653688079,-0.00853503297089012
deliverytime,1,785,TabPFN,0.018726105143310155,-0.011081755901833912,-0.004805349576030682,2.861699104309082,-0.0062764091289050136,-0.002791423169053661,-0.0004883099582732503,-0.003279733127326914,0.005350332806824118,0.024076437950134276
deliverytime,1,1271,BetterCatBoost,0.000942710865348214,0.0019235613974640908,-0.0018148496005296055,6.844433546066284,0.003738410997993674,-0.0004087283077740922,0.0005414419387108571,0.0001327145820803857,0.013612180438254448,0.014554891303602662
deliverytime,1,1271,CheapBetterLGBMClassifier,0.006687040186892768,0.004897710926886312,0.001641696911332291,1.8870282173156738,0.003256014015554026,0.00036465516878658456,0.0005129514323130982,0.0008776075522433022,0.019356509759799002,0.02604354994669177
deliverytime,1,1271,XT,0.0015852933955520173,-0.030989763732646565,-0.017789102011887138,3.614802837371826,-0.013200661720759404,-0.006848946999554238,-0.0003735275838439536,-0.007222473632254566,0.013546410167182285,0.015131703562734303
deliverytime,1,1271,RF,0.006693522232227053,-0.022205563224998098,-0.005529177383883049,3.4998362064361572,-0.016676385841115034,-0.002130486120889555,-0.0001388180303812714,-0.0022693032001272068,0.019440187681636013,0.026133709913863063
deliverytime,1,1271,tabICL,0.0022788314611727352,0.002281885604838718,-1.1472350387292663e-05,3.7762200832366943,0.002293349005361023,-7.449893828122278e-06,0.00033496334928490577,0.00032751345545677796,0.01494830103407897,0.017227132495251707
deliverytime,1,1271,PartitionWise,-0.003225884073509816,-0.00892508092502316,-0.00021878968874978756,0.163926362991333,-0.008706291236273367,-4.3743843740504104e-05,-0.0009111910632450218,-0.0009549339558418982,0.009443585499396421,0.006217701425886603
deliverytime,1,1271,TabPFN,0.0016467474319324898,0.0033069005994140976,7.273664917975542e-05,2.889853000640869,0.0032341550003693654,1.254125112449267e-05,0.0004640886609467751,0.000476629912071265,0.014316217004838728,0.015962964436771216
deliverytime,1,2056,BetterCatBoost,0.0143997497299579,0.0074335043870248805,0.0017673090193304985,8.121093511581421,0.005666195367694371,0.0002802088003043407,0.0008688270428579559,0.0011490371682143312,0.021004549987378142,0.03540429971733604
deliverytime,1,2056,CheapBetterLGBMClassifier,0.010460507610227012,0.00530633017548604,0.001485884611752608,2.2126686573028564,0.0038204455637334766,0.000265446671438449,0.0006079708926014949,0.0008734188890919842,0.017065307867647254,0.027525815477874267
deliverytime,1,2056,XT,0.006426891977465488,-0.032954170408991436,-0.014095418992187126,2.789280414581299,-0.018858751416804265,-0.005641947154021826,-0.0006992847577299982,-0.006341230586699784,0.012107826356351879,0.018534718333817365
deliverytime,1,2056,RF,-0.00018934198652262036,-0.025057963431699935,-0.013876562199096675,2.732933282852173,-0.011181401232603338,-0.004721570392525018,-0.0006917112466524794,-0.005413280314125443,0.0069518007405454775,0.006762458754022857
deliverytime,1,2056,tabICL,0.012404383387208657,0.006697403093203952,0.0014512125165655697,4.714261293411255,0.0052461830580554205,0.0002711634304745997,0.0008620459767581495,0.001133209407232752,0.019009183644628894,0.03141356703183755
deliverytime,1,2056,PartitionWise,-0.003787950725239804,-0.004278155185623811,-0.0012003593717274442,0.17652320861816406,-0.0030777958138963777,-0.00024978214574609134,-0.0003866332813690254,-0.0006364141020630737,0.002816849532180434,-0.0009711011930593705
deliverytime,1,2056,TabPFN,0.016636896298439847,0.010323532172771915,0.004016499721254852,3.576672315597534,0.0063070249329340855,0.0008134878405525126,0.0010021194986711696,0.0018156073392236794,0.02324169655586008,0.03987859285429993
deliverytime,1,3326,BetterCatBoost,0.022067318689384684,0.011850437461716046,0.005576032918342244,8.785573959350586,0.0062744045433738346,0.001122122373526152,0.0009301428654048649,0.0020522670341405758,0.021046321510221573,0.04311364019960626
deliverytime,1,3326,CheapBetterLGBMClassifier,0.0194827048167374,0.010723908638123215,0.004968849525952701,2.7192108631134033,0.005755059112170502,0.0010300324206706734,0.000849958218414823,0.0018799924342950691,0.01846170763757429,0.037944412454311696
deliverytime,1,3326,XT,0.011546378558212125,-0.022689572832210146,-0.01050459655353958,2.2608609199523926,-0.012184976278670523,-0.00456373930214006,-0.00045408059079714015,-0.00501781809772762,0.010705154822322696,0.022251533380534823
deliverytime,1,3326,RF,0.01364929300170761,-0.007760155410728243,-0.006525534202052807,3.0100791454315186,-0.0012346212086754016,-0.0030376170997371554,0.0002256378996231073,-0.0028119774049044726,0.013470310468748425,0.027119603470456034
deliverytime,1,3326,tabICL,0.017798179503920635,0.009942240874576935,0.0035215670877160486,6.446699142456055,0.006420668067991353,0.000694429706869995,0.0008641845679356469,0.0015586142748056475,0.01677718232475752,0.03457536182867815
deliverytime,1,3326,PartitionWise,0.0005079258053760718,-0.003434626703690891,-0.0006739252229788995,0.18239903450012207,-0.00276070148071198,-0.00015727614262899537,-0.00038378689384650224,-0.0005410612412659277,-0.0005130713737870392,-5.145568410967316e-06
deliverytime,1,3326,TabPFN,0.022939276641149843,0.012856361496490398,0.006520156458332371,5.021789789199829,0.006336199319288516,0.0013339579009748858,0.0009255078775347841,0.00225946577850967,0.021918279461986732,0.04485755610313657
deliverytime,1,5382,BetterCatBoost,0.018580929506207426,0.015881118668514528,0.0056450777176276,9.715788125991821,0.010236040950886982,0.0011607920788569092,0.0013949491772994316,0.002555742596709318,0.024934309945801716,0.04351523945200914
deliverytime,1,5382,CheapBetterLGBMClassifier,0.01828380930711069,0.015450924117520016,0.006091311197943728,3.3748831748962402,0.009359612919576266,0.0013212898983991112,0.0013431426619930076,0.00266443390094509,0.02463718974670498,0.04292099905381566
deliverytime,1,5382,XT,0.012450036352665405,-0.016922045553450338,-0.00921665068669012,2.481816053390503,-0.007705394866760251,-0.004124107413728073,0.00022318156421445855,-0.003900924508960632,0.018710289813985564,0.03116032616665097
deliverytime,1,5382,RF,0.015366870788747688,-0.004146768993408134,-0.0046832279050279205,3.7765932083129883,0.0005364589116198415,-0.0024469043790773084,0.000821577212091279,-0.0016253258264330578,0.022128931241758288,0.037495802030505974
deliverytime,1,5382,tabICL,0.01930595989938947,0.013192998848018157,0.004261229746245143,9.852111577987671,0.008931761642525982,0.0008710889817522243,0.0013086621628007778,0.0021797511445530078,0.02565934033898376,0.04496530023837323
deliverytime,1,5382,PartitionWise,-0.0019505260032769444,-0.0006180670868068505,-0.00029262764948350116,0.19107365608215332,-0.00032543943732328274,-5.834641669956731e-05,-2.4821644753658668e-05,-8.316672090024069e-05,0.004402854436317346,0.0024523284330404023
deliverytime,1,5382,TabPFN,0.02071863393645347,0.017238337421189076,0.006128497874245797,8.506869077682495,0.011109832087696215,0.0012780812222086962,0.001512270575653546,0.0027903517978622506,0.02707201437604776,0.04779064831250123
deliverytime,1,8708,BetterCatBoost,0.019327507614292676,0.014896931517860867,0.005401177142459168,11.166022300720215,0.009495754375401722,0.0011204728041387586,0.0013201879825561202,0.002440662102654087,0.026079790573236915,0.045407298187529595
deliverytime,1,8708,CheapBetterLGBMClassifier,0.017650990449799186,0.01403711006260181,0.00495683088622646,4.071680307388306,0.009080279176375383,0.0010698463799134362,0.0012515183723197294,0.002321366068192385,0.024403273408743424,0.04205426385854261
deliverytime,1,8708,XT,0.009336265901175008,-0.020799646649736193,-0.011970558698193167,2.846668004989624,-0.00882908795154298,-0.004709030056994598,9.950726273966204e-05,-0.004609521478295728,0.015939314575569245,0.025275580476744254
deliverytime,1,8708,RF,0.013045484146157454,-0.006981112374588439,-0.004282653626139621,4.829489707946777,-0.0026984587484488063,-0.0021244473555443455,0.0005773472883732811,-0.0015470987512118505,0.019590969311881208,0.03263645345803866
deliverytime,1,8708,tabICL,0.018328955301582527,0.01297811480598431,0.004424339376587183,17.395270347595215,0.008553767876007767,0.0009260362508322184,0.0012212049154597948,0.0021472411662920078,0.025081238260526773,0.043410193562109296
deliverytime,1,8708,PartitionWise,-0.00041271187026160287,-0.00011073740438514169,-0.00037253879000536115,0.21462059020996094,0.0002618013856202306,-7.250728369752324e-05,4.804967085211276e-05,-2.445629688620221e-05,0.006339571088682637,0.005926859218421035
deliverytime,1,8708,TabPFN,0.020705896335888638,0.016140048959044972,0.006279938312975708,15.475334644317627,0.009860103092679906,0.0013610711179899344,0.001383425293941054,0.002744496411930991,0.02745817929483288,0.04816407563072152
deliverytime,1,14090,BetterCatBoost,0.02139814411857773,0.018916115653455978,0.006966559236504799,14.840784311294556,0.01194955641695119,0.0014963327406011667,0.0015008909690878175,0.0029972252056614025,0.0252306732833597,0.04662881740193743
deliverytime,1,14090,CheapBetterLGBMClassifier,0.023094382516199007,0.019912873863654923,0.007731228271774826,5.310397624969482,0.012181645591880109,0.0016700567057801596,0.0015574995357310495,0.0032275577374836217,0.026926911680980974,0.05002129419717999
deliverytime,1,14090,XT,0.014272524288480715,-0.0077164698841825086,-0.004825992647382804,3.677161455154419,-0.00289047723679966,-0.002596008120055687,0.0005538980387645914,-0.002042108585318675,0.01848120642012954,0.032753730708610256
deliverytime,1,14090,RF,0.018502474279586435,0.0016690070674698298,-0.0004315416413427697,6.952426195144653,0.002100548708812566,-0.0011771042481213024,0.0009735999550172514,-0.00020350279713162445,0.02237758654241785,0.04088006082200428
deliverytime,1,14090,tabICL,0.020085158950475364,0.014794283959022969,0.004652653127812401,33.746577501297,0.010141623966892766,0.0009414155997277768,0.0013137559926308495,0.0022551715923586264,0.023917688115257334,0.044002847065732695
deliverytime,1,14090,PartitionWise,0.0013910505939156049,4.673698832806661e-05,8.950324522848385e-05,0.5741417407989502,-4.276625690041724e-05,1.6045090186816992e-05,-1.913285056739933e-06,1.413330110248967e-05,0.005223579758697575,0.00661463035261318
deliverytime,1,14090,TabPFN,0.021880758756268014,0.018255186375289577,0.006610164442187749,31.967639207839966,0.011645015068784037,0.0013976411247524161,0.001492698604707929,0.0028903397294603424,0.025713287921049988,0.047594046677318
deliverytime,1,22797,BetterCatBoost,0.02275733586454864,0.021275557889313224,0.008370342458199408,24.96683621406555,0.01290521543111386,0.0018993264839608586,0.0016223999079678808,0.0035217278870034647,0.02660442527557184,0.04936176114012048
deliverytime,1,22797,CheapBetterLGBMClassifier,0.02417850778347983,0.022235341214628966,0.008806769054087237,7.77765417098999,0.013428572160541751,0.001989465523192521,0.0017142611084549563,0.0037037281267222055,0.028025597194503038,0.05220410497798287
deliverytime,1,22797,XT,0.016760981015936927,-0.002815624949708362,-0.0028527090013681367,5.0886924266815186,3.70840516597748e-05,-0.0021320815352198095,0.0007452097787503303,-0.0013868702613947543,0.020669431306626268,0.037430412322563195
deliverytime,1,22797,RF,0.02081856306603975,0.006164395464725048,0.001556844715600958,10.496833086013794,0.004607550749124068,-0.0006551788746512299,0.0011503702323141074,0.000495192852737611,0.024994639953328436,0.045813203019368184
deliverytime,1,22797,tabICL,0.02001567875911345,0.016031664348045448,0.005656060332812807,73.04468870162964,0.010375597147478554,0.0012323318102355984,0.001333248262194811,0.002565580072430415,0.02386276817013665,0.0438784469292501
deliverytime,1,22797,PartitionWise,0.00046483085736048784,-0.00017076331779385389,-3.976055396957001e-05,0.6487457752227783,-0.0001310027638243061,-8.253922634382516e-06,-1.9328253161296494e-05,-2.7580680720953876e-05,0.004311920268383689,0.0047767511257441764
deliverytime,1,22797,TabPFN,0.021463133816540136,0.0192665957049172,0.00796087837467412,70.98477482795715,0.011305710462489005,0.0017932072251869962,0.0014924715949806127,0.003285678820167612,0.02531022322756334,0.04677335704410347
deliverytime,2,300,BetterCatBoost,0.026999980211257935,0.003634199417075057,0.009202539633076823,6.502178192138672,-0.005568340216001733,0.0019631982941601513,-0.0008077043514807091,0.0011554981410815957,-0.012999995946884155,0.013999984264373776
deliverytime,2,300,CheapBetterLGBMClassifier,0.030666649341583252,0.0018893624322016578,0.009956678164478028,1.3882551193237305,-0.008067315732276393,0.002199666119618457,-0.001069520812167693,0.001130149505852926,-0.009333326816558839,0.021333322525024418
deliverytime,2,300,XT,0.02399998664855957,-0.06194422977506202,-0.02422664300466464,3.3936171531677246,-0.0377175867703974,-0.010703374568772522,-0.003303967161365123,-0.014007337531735475,-0.01633332292238871,0.0076666637261708585
deliverytime,2,300,RF,0.02933332045873006,-0.050618598194139,-0.00980030271306791,4.530913829803467,-0.0408182954810711,-0.0057637819761799354,-0.003000152346550314,-0.008763930124328098,-0.011333322525024414,0.01799999793370565
deliverytime,2,300,tabICL,0.02933331648508708,0.005569090051832859,0.009524390676004735,2.8529741764068604,-0.003955297143873537,0.0019647587401171508,-0.0006217478060473958,0.0013430109340697494,-0.010666659673055011,0.018666656812032063
deliverytime,2,300,PartitionWise,0.03899998227755229,-0.04433687886944111,-0.0026094495090371317,0.17343640327453613,-0.041727429360404,-0.0019955823408853183,-0.001041541435026752,-0.0030371195775099114,-0.000999993880589803,0.03799998839696249
deliverytime,2,300,TabPFN,0.033333316644032794,0.005312454082949003,0.0070477219456265726,3.498875379562378,-0.001735264382379198,0.0010828648072977842,-0.0002936518114681097,0.0007892129958296856,-0.0066666595141092935,0.026666657129923506
deliverytime,2,485,BetterCatBoost,-0.007422696438032328,-0.011170415378132481,-0.004596361652937841,7.0409996509552,-0.006574053725194628,-0.0010048065325841849,-0.0005606045610661387,-0.001565409552071423,-0.004329889091019777,-0.011752585529052107
deliverytime,2,485,CheapBetterLGBMClassifier,-0.00020619495627806437,-0.00755847110232688,-0.0031939243432245966,1.660426139831543,-0.004364546759102283,-0.000719411420431873,-0.0005804300904115294,-0.0012998399692645101,0.0028866123907344858,0.002680417434456424
deliverytime,2,485,XT,-0.00721650393967776,-0.083639836828856,-0.034305425798793907,3.3497610092163086,-0.04933441103006207,-0.012784766719127589,-0.002702842320502152,-0.015487607498050842,-0.0014432845656404797,-0.008659788505318239
deliverytime,2,485,RF,-0.005773205609665703,-0.08654249752273856,-0.02540856988881446,4.334049224853516,-0.06113392763392409,-0.008736198563342925,-0.0035201389986235674,-0.012256336020387604,-0.0018556562895627369,-0.00762886189922844
deliverytime,2,485,tabICL,-0.003505155474869246,-0.0038184873141070773,-0.0003171252601031793,2.906648874282837,-0.0035013687437449037,-6.091274205864416e-05,-0.0005227068352714692,-0.0005836195773301134,-0.000412348127856697,-0.003917503602725943
deliverytime,2,485,PartitionWise,-0.010309288673794149,-0.040171304829478574,-0.009083021832501726,0.15886998176574707,-0.031088282996976822,-0.0021046734871621397,-0.0015357562543971775,-0.003640428199980414,-0.007216481326781596,-0.017525770000575744
deliverytime,2,485,TabPFN,-0.003298970350285166,-0.004197090141746995,-0.0007028470560553779,2.819628953933716,-0.0034942497754326452,-0.00015894863370460866,-0.0004995135263991174,-0.0006584621601037205,-0.00020616300327261673,-0.0035051333535577834
deliverytime,2,785,BetterCatBoost,0.013885336924510397,0.001904228093744831,0.002911928919809237,7.347195386886597,-0.001007700826064406,0.0005090235093897361,-7.26905287370544e-05,0.0004363350663406845,0.008152876689935185,0.022038213614445586
deliverytime,2,785,CheapBetterLGBMClassifier,0.010700625219162863,0.002180022011797356,0.002570830897677101,1.7331688404083252,-0.00039080888587975646,0.00044781987643799923,-5.279588061885554e-05,0.0003950260815071494,0.00496816498458765,0.01566879020375051
deliverytime,2,785,XT,0.010063684518170206,-0.03821941275273525,-0.0167827114923208,3.6778602600097656,-0.021436701260414436,-0.007467928483423323,-0.0015773552350156817,-0.00904528163275099,0.0031847268912442938,0.013248411409414499
deliverytime,2,785,RF,0.010318460434105746,-0.03565478674888885,-0.01779575051893484,4.88499903678894,-0.01785903622995403,-0.0072831018733737814,-0.001329966699983831,-0.00861306648766961,0.0034395031108977693,0.013757963545003516
deliverytime,2,785,tabICL,0.009426744424613418,0.00035892039829437116,0.0011049466300889655,3.2062652111053467,-0.0007460308387433057,0.00020028264588042022,-3.760222547277703e-05,0.00016268042040763487,0.0036942841900382073,0.013121028614651625
deliverytime,2,785,PartitionWise,0.00662419112624636,-0.02150585462049236,-0.006953469616783203,0.1485743522644043,-0.01455238500370919,-0.0019644190117285047,-0.00011816019392706933,-0.002082577119967563,0.0008917308916711504,0.007515922017917512
deliverytime,2,785,TabPFN,0.011210182214238843,-0.002324653515507635,4.7361600243933655e-05,3.100050687789917,-0.0023720197227002915,-4.487360240357508e-05,-0.00019675316889680993,-0.00024162677130038778,0.005477721979663631,0.016687904193902474
deliverytime,2,1271,BetterCatBoost,0.013455600930673758,0.006367476017969109,0.002011123093643663,6.933121681213379,0.004356352924325485,0.00020870239562985614,0.0006328326041130636,0.0008415364854648278,0.01745438963280649,0.03090999056348025
deliverytime,2,1271,CheapBetterLGBMClassifier,0.008814257461199775,0.004468799679934588,0.001632056167025886,1.8853247165679932,0.002836743512908679,0.0003240132999580064,0.0004333176998631519,0.0007573324855430802,0.012813046163332504,0.02162730362453228
deliverytime,2,1271,XT,0.003767475904791889,-0.06162900017845807,-0.026566806915322316,3.6714494228363037,-0.03506219326313576,-0.010725993525932578,-0.001110749568682143,-0.011836741608892804,0.009026724433795857,0.012794200338587747
deliverytime,2,1271,RF,0.0016461231080179364,-0.04911913153024283,-0.021210717209351814,3.4908623695373535,-0.027908414320890983,-0.008290365646084222,-0.001662100845850921,-0.009952465006213222,0.007062234419518936,0.008708357527536872
deliverytime,2,1271,tabICL,0.012359107441053322,0.0076048475418847294,-2.9339609878165085e-05,3.7713980674743652,0.0076341802482072785,-7.963747518579673e-05,0.001137155790264749,0.0010575183150789522,0.01635789614318605,0.02871700358423937
deliverytime,2,1271,PartitionWise,0.0014997580792408063,-0.004363418112707529,-0.0013861460232427625,0.16737914085388184,-0.002977272089464744,-0.00032310584016713857,-0.00032273010682123265,-0.0006458344612664507,0.005498546781373535,0.006998304860614343
deliverytime,2,1271,TabPFN,0.019599188325654326,0.011182281858634447,0.00148365258510742,2.8745715618133545,0.0096986223699714,0.00018555961775031243,0.001420832032969574,0.0016063916507198836,0.023597977027787053,0.04319716535344138
deliverytime,2,2056,BetterCatBoost,0.027288392956549223,0.013905283270379532,0.006068626910499952,8.19527554512024,0.00783665635987959,0.001178806124635573,0.001281150223356331,0.0024599581224145186,0.026604553145937425,0.05389294610248665
deliverytime,2,2056,CheapBetterLGBMClassifier,0.024903493807773312,0.015474079037668165,0.006477098623731925,2.300358295440674,0.00899698041393624,0.0012617604929925559,0.0013463663563593852,0.002608128623774547,0.024219653997161517,0.04912314780493483
deliverytime,2,2056,XT,0.016198464761823263,-0.019284761948021624,-0.009744535157018808,2.929354190826416,-0.009540226791002837,-0.004397090426039296,0.000436313170314484,-0.003960775481302195,0.01600171516881766,0.03220017993064093
deliverytime,2,2056,RF,0.017954186737428966,-0.007012947998143349,-0.004975002069628776,2.801654577255249,-0.0020379459285145727,-0.0031507809012923742,0.000501734656572908,-0.0026490444702968576,0.016684987615948207,0.034639174353377176
deliverytime,2,2056,tabICL,0.027970133437589507,0.016489303948791112,0.007352407943641215,4.73370885848999,0.00913689020671008,0.0015417583713450644,0.0013366199173330095,0.002878378288678074,0.02728629362697771,0.055256427064567216
deliverytime,2,2056,PartitionWise,0.006712955088454681,-0.00011963051584109596,-0.0006967154508887297,0.17352986335754395,0.0005770849350476781,-0.00021280656711445133,0.00010778020156015922,-0.00010502459113167494,0.0060291152778428865,0.01274207036629757
deliverytime,2,2056,TabPFN,0.028067220839377717,0.014839991171823353,0.007287203758997607,3.500166416168213,0.007552781614385928,0.0014934449208528072,0.0012087778499562246,0.0027022227708090292,0.027383381028765925,0.055450601868143636
deliverytime,2,3326,BetterCatBoost,0.024683544345831077,0.01742310835765597,0.008185309895763182,9.02183222770691,0.009237798461892821,0.00174895068598033,0.0012849222897920482,0.0030338747524116722,0.023963750625766164,0.04864729497159724
deliverytime,2,3326,CheapBetterLGBMClassifier,0.023390853280538134,0.014932960658774919,0.006785483744906518,2.6664111614227295,0.008147476913868402,0.0014161094332952983,0.001132656489692413,0.002548767699627005,0.02267105956047322,0.046061912841011354
deliverytime,2,3326,XT,0.01800590593419881,-0.00842717545996403,-0.007340751603911055,2.2991302013397217,-0.0010864238560529538,-0.003952013196580545,0.00032588486689646143,-0.0036261265530447783,0.01653459352752414,0.03454049946172295
deliverytime,2,3326,RF,0.01653438895351988,-0.003831529735573358,-0.0043826187668913556,3.113906145095825,0.0005510890313179861,-0.002508436326477359,0.0004242661604707404,-0.002084168389367316,0.01605569317351133,0.03259008212703121
deliverytime,2,3326,tabICL,0.023299908537279958,0.01546817347361693,0.006295517715781851,6.480125665664673,0.009172649967880553,0.001288442695943398,0.0012603542438111848,0.0025487969397545857,0.02258011481721504,0.045880023354494995
deliverytime,2,3326,PartitionWise,5.846886477743526e-05,-0.0009021893569511552,0.0008875838346074305,0.1833338737487793,-0.0017897731915585858,0.00019656868374941794,-0.0002492325913485388,-5.266213095981298e-05,-0.0006613248552874794,-0.0006028559905100442
deliverytime,2,3326,TabPFN,0.025163215395639253,0.017170714794595775,0.0075950013926005975,5.014906167984009,0.00957570761204063,0.0015601525534939542,0.001333083306585492,0.0028932358600794435,0.024443421675574332,0.049606637071213586
deliverytime,2,5382,BetterCatBoost,0.017167824760433197,0.012445797565076045,0.004590262187018079,9.85049057006836,0.007855535378058054,0.0009406446607324953,0.001078791251326472,0.0020194373212215734,0.022408379748632492,0.039576204509065696
deliverytime,2,5382,CheapBetterLGBMClassifier,0.015030986221026582,0.009953172857064397,0.0039024322083390573,3.027003049850464,0.006050740648725373,0.0007967468021473883,0.0008709269979777334,0.0016676752092877306,0.020271541209225873,0.03530252743025246
deliverytime,2,5382,XT,0.009847702318655085,-0.023213139240830648,-0.010639498254711065,2.578908681869507,-0.01257364098611955,-0.004595192955048835,-4.601374244110612e-05,-0.004641205288327313,0.014939730661149167,0.024787432979804246
deliverytime,2,5382,RF,0.0116872636938538,-0.01774013948641142,-0.00754619976369848,3.77675724029541,-0.01019393972271292,-0.0033778889622467527,0.0001351405512526188,-0.003242747001831528,0.016779171271420163,0.028466434965273964
deliverytime,2,5382,tabICL,0.018356953067295782,0.012009069510808412,0.0044281533193990304,9.867266416549683,0.007580908994792845,0.0009058373449431084,0.001102888984889408,0.002008726329832519,0.02359750805549507,0.041954461122790845
deliverytime,2,5382,PartitionWise,0.00126355068054555,-0.00038196449698164604,-0.0002785835334486175,0.1896071434020996,-0.00010338096353295079,-6.182105577348662e-05,-3.3878389858632564e-06,-6.520748559674661e-05,0.00650410566874484,0.007767656349290389
deliverytime,2,5382,TabPFN,0.02023401774775749,0.014577830343498677,0.005550114469707279,8.495864152908325,0.009027708677174872,0.0011441255049641635,0.0012426809858621574,0.0023868064908263128,0.02547457273595678,0.04570859048371427
deliverytime,2,8708,BetterCatBoost,0.021027296921356683,0.016125104932614653,0.005852525827712618,11.917835712432861,0.010272579104902035,0.001246639849981032,0.0014041416425640495,0.0026507829572174095,0.025367502943375513,0.046394799864732196
deliverytime,2,8708,CheapBetterLGBMClassifier,0.018374519983804353,0.014206059974873508,0.005203943079333295,3.8140130043029785,0.009002116895540235,0.001119923473339965,0.0012248286945336028,0.0023447536325458982,0.022714726005823183,0.04108924598962754
deliverytime,2,8708,XT,0.01020944569454913,-0.014714883376925936,-0.009714079475175896,2.8396339416503906,-0.005000803901750029,-0.004122166713920577,0.00013716048035591623,-0.003985004768892334,0.015054943170123614,0.025264388864672742
deliverytime,2,8708,RF,0.012609849866049258,-0.011082139243805456,-0.0065086098900218,4.721121311187744,-0.004573529353783623,-0.0029412107300583828,0.000433682893401513,-0.0025075263719845447,0.01677766164996619,0.02938751151601545
deliverytime,2,8708,tabICL,0.018580951851561178,0.01461380557848142,0.005145639050202511,17.636318922042847,0.00946815954414768,0.0010746748978937598,0.0012118851639135258,0.0022865600618072884,0.022921157873580005,0.04150210972514119
deliverytime,2,8708,PartitionWise,8.06225694283652e-05,-0.0002524078882782943,-0.0003187470064748732,0.23201203346252441,6.63391181966011e-05,-6.350221987383998e-05,1.8099849572403293e-05,-4.5400905629100485e-05,0.004420828591447194,0.0045014511608755595
deliverytime,2,8708,TabPFN,0.01876465525314342,0.016855050966459173,0.006699233484698952,15.841186285018921,0.010155810497629003,0.0014440586823766283,0.001293274286614393,0.0027373329689910214,0.02310486127516225,0.04186951652830568
deliverytime,2,14090,BetterCatBoost,0.023136965868065254,0.019727429854329757,0.008676900715221713,15.548952341079712,0.0110505291391081,0.001973657988891714,0.001419050538836103,0.003392710264363499,0.023066017389128272,0.046202983257193526
deliverytime,2,14090,CheapBetterLGBMClassifier,0.022732423441557275,0.0186845728487837,0.008009570998258364,5.249458074569702,0.010675001850525324,0.0017734108253131182,0.0013595112305548912,0.003132923792503681,0.022661474962620297,0.045393898404177575
deliverytime,2,14090,XT,0.016486860345321992,-0.008472511262032556,-0.005700865823485324,3.742021083831787,-0.0027716454385472433,-0.0030945636797001103,0.0003291899674885995,-0.0027653719755758336,0.016522370051457746,0.033009230396779735
deliverytime,2,14090,RF,0.018757974086203756,-0.00304326841860153,-0.0010681594345388512,6.577934741973877,-0.00197510898406269,-0.0014333681903853895,0.0006901764827476426,-0.0007431899710020589,0.019127053711920278,0.037885027798124034
deliverytime,2,14090,tabICL,0.0213697584831097,0.016273988721558396,0.007216405701893402,34.120375633239746,0.009057577076580836,0.0015693190803049428,0.001141919732530683,0.0027112388128356204,0.02129881000417272,0.04266856848728242
deliverytime,2,14090,PartitionWise,0.00030516910586820764,-0.0004258716719628297,-0.0001705476883385182,0.579850435256958,-0.0002553239836243115,-3.361100492085267e-05,-4.200402493930722e-05,-7.561329322446907e-05,0.0002342206269312276,0.0005393897327994352
deliverytime,2,14090,TabPFN,0.02326471890178109,0.01870271019438361,0.0082467670327664,31.866534948349,0.010455937218533051,0.0018078929219180779,0.001344578785636663,0.0031524717075547435,0.023193770422844113,0.0464584893246252
deliverytime,2,22797,BetterCatBoost,0.025328083360392373,0.02229042211218204,0.009626407278585403,24.967562198638916,0.012664014833596648,0.002179185779811771,0.0015935015775937755,0.0037726890634436155,0.025753417846705245,0.05108150120709761
deliverytime,2,22797,CheapBetterLGBMClassifier,0.025389437610322522,0.02249833145134522,0.009601274568754281,7.668945550918579,0.012897056882590952,0.0021713636874141906,0.0015915442783417193,0.0037629096717940068,0.025814772096635397,0.05120420970695792
deliverytime,2,22797,XT,0.01601967272054553,-0.005767954786720253,-0.004790392708211533,5.160223960876465,-0.0009775620785087314,-0.002649221811867347,0.0004928583479989396,-0.002156361757830322,0.0167827829279783,0.03280245564852384
deliverytime,2,22797,RF,0.020599375978449224,0.004735194198257575,6.859683686760709e-05,10.227461576461792,0.004666597361389979,-0.0011341784500232654,0.0010065686866089856,-0.00012760805737619673,0.021287920979162545,0.04188729695761177
deliverytime,2,22797,tabICL,0.021393273953912547,0.017454997333186117,0.007098454042058599,74.47088575363159,0.010356537230918917,0.0015357573483443798,0.0012803698929566842,0.0028161272413010667,0.021818608440225422,0.043211882394137965
deliverytime,2,22797,PartitionWise,-0.0001753981398113492,-0.00021983569228249954,-2.695533638150671e-05,0.6369643211364746,-0.00019288035590099285,-5.2198644577533536e-06,-3.243591802195855e-05,-3.765407644163443e-05,0.0002499363465015239,7.453820669017475e-05
deliverytime,2,22797,TabPFN,0.024117390636213064,0.020140203046191574,0.008635933950882824,71.04528880119324,0.01150426303510015,0.0019129322568687212,0.0014541341703632443,0.00336706642723196,0.02454272512252594,0.048660115758739
deliverytime,3,300,BetterCatBoost,-0.0006666731834411605,0.008333458511728165,0.0003583354334153188,6.292932748794556,0.007975123078312857,6.742246164741784e-05,0.001127912572117118,0.0011953351219297372,0.026000017325083412,0.025333344141642254
deliverytime,3,300,CheapBetterLGBMClassifier,-0.002000001271565755,-0.007731951146334748,-0.0005246483372262079,1.355652093887329,-0.00720730280910854,-0.00010014046281637684,-0.0008035586169309897,-0.0009036989915821678,0.02466668923695882,0.022666687965393062
deliverytime,3,300,XT,-0.016666673819224036,-0.15668434495572245,-0.046096588486110916,3.3304269313812256,-0.11058775646961153,-0.016504185273350385,-0.0041108889770540905,-0.020615074162239278,0.00900001645088196,-0.007666657368342081
deliverytime,3,300,RF,-0.017666674057642617,-0.2397449912366551,-0.03835005383140732,4.258044719696045,-0.20139493740524772,-0.012872777865942975,-0.004413037125202235,-0.017285814902980024,0.009000016450881956,-0.00866665760676066
deliverytime,3,300,tabICL,-0.0013333336512247722,-0.0031736855676082363,-0.00011253410034453015,2.876349449157715,-0.0030611637205191057,-2.0971087117989397e-05,-0.00017876624129712637,-0.00019973732841511576,0.025333356857299805,0.02400002320607503
deliverytime,3,300,PartitionWise,-0.013333342075347898,-0.17722453587973838,-0.008575521927046127,0.172393798828125,-0.16864901395269227,-0.0018910101151257755,-0.0010185975535411743,-0.0029096075805017537,0.013333348433176675,6.357828777336927e-09
deliverytime,3,300,TabPFN,-0.00033333341280619304,-0.005126032317211976,-4.400049180541821e-06,3.5499799251556396,-0.005121644521286833,-7.939587036764895e-07,-0.0003650717091901845,-0.000365865667893861,0.026333357095718386,0.02600002368291219
deliverytime,3,485,BetterCatBoost,0.012371121239416378,-0.004771165842417236,0.00017747156523427178,7.3592987060546875,-0.004948637407651524,-0.0001985382921222356,-0.0004545021770441263,-0.0006530384191045415,0.007216505906016557,0.019587627145432933
deliverytime,3,485,CheapBetterLGBMClassifier,0.015051536707534004,0.003042078284920452,0.008995390795142994,1.7490460872650146,-0.0059533125102225306,0.0025267876985717195,-0.0005338175341500398,0.0019929722144834986,0.009896921374134181,0.024948458081668186
deliverytime,3,485,XT,0.011134011475081298,-0.027781605537861437,-0.007584794509170395,3.279397964477539,-0.02019681102869106,-0.0032511360706803825,-0.0007691887625475069,-0.004020322783166075,0.008453622552537426,0.019587634027618723
deliverytime,3,485,RF,0.004536072249265061,-0.04371075621437534,-0.010768973055598124,4.203780889511108,-0.03294178315877722,-0.0032898302287559774,-0.002042522095880836,-0.0053323502745749925,-0.0008247291918882388,0.0037113430573768222
deliverytime,3,485,tabICL,0.012989685461693204,0.0029295436612511772,0.005347752129150091,3.060459852218628,-0.0024182132112208986,0.0013832790892302298,-0.0002450533614484343,0.0011382257277817998,0.00783507012829338,0.020824755589986588
deliverytime,3,485,PartitionWise,0.008865966747716529,-0.014865586084240417,-0.004332750020195781,0.14589619636535645,-0.010532836064044676,-0.0011842502417414636,-0.0011951416363695678,-0.0023793898280492056,0.0037113514143167076,0.012577318162033242
deliverytime,3,485,TabPFN,0.023505147953623344,0.013586153316292243,0.010985437699670308,2.801882743835449,0.002600710873299933,0.0027694436673497344,0.0006468035809374023,0.0034162472482871476,0.018350532620223528,0.04185568057384688
deliverytime,3,785,BetterCatBoost,0.030828010959989705,0.014704401048315385,0.00832748371920573,7.676445007324219,0.006376917329109666,0.001688392743150169,0.0009310463842958277,0.00261944137021313,0.02254778002477755,0.05337579098476726
deliverytime,3,785,CheapBetterLGBMClassifier,0.02904457286664635,0.012946811047480467,0.008510082247613104,1.7797741889953613,0.0044367287998673625,0.001799774493595327,0.0006947927452893826,0.002494569481651834,0.020764341931434196,0.04980891479808054
deliverytime,3,785,XT,0.020764320367460797,-0.010332492099533453,-0.009817372545774972,3.5932984352111816,-0.0005151195537584474,-0.004980554259752265,0.00032556038992926083,-0.004654991627055868,0.012738866259337994,0.033503186626798784
deliverytime,3,785,RF,0.018089161101420212,-0.006656466662013605,-0.0058530133111816315,4.718873739242554,-0.000803453350831973,-0.0031399456256404473,0.00023535515284504315,-0.0029045882300282795,0.010318484124104688,0.028407645225524903
deliverytime,3,785,tabICL,0.024968141203473328,0.00931601557770847,0.005162326431192021,3.2955164909362793,0.004153685140850061,0.0010571927152526668,0.0007284841561767119,0.0017856768714293702,0.016687910268261174,0.041656051471734505
deliverytime,3,785,PartitionWise,0.001910812991439917,-0.008644764085468637,-0.0066214881256730805,0.16050958633422852,-0.002023275959795534,-0.0015943749201587781,-0.0002996908566038514,-0.0018940635339955102,-0.006369417943772238,-0.004458604952332321
deliverytime,3,785,TabPFN,0.02535030598853045,0.00946155378117417,0.004380063228160336,3.086185932159424,0.005081486547347458,0.0008372658045048941,0.0008610923702615069,0.0016983581747663957,0.01707007505331829,0.04242038104184873
deliverytime,3,1271,BetterCatBoost,0.007710656667355679,-8.906184667312189e-05,-0.000865063866845417,7.806113004684448,0.0007760020201723394,-0.00042705015801114963,0.00016189183604627398,-0.00026515664282004134,0.008572190467527625,0.016282847134883306
deliverytime,3,1271,CheapBetterLGBMClassifier,0.0058178066507945814,-0.0023202942097690915,-0.0015390938919574437,1.9093470573425293,-0.0007812003178115923,-0.0005400956919879962,-7.468077644607606e-05,-0.0006147747892892407,0.006679340450966525,0.012497147101761107
deliverytime,3,1271,XT,0.0060549550334741365,-0.03782494725558287,-0.012206571193386717,3.5826103687286377,-0.025618376062196125,-0.0048174805531091104,-0.0012924630381416307,-0.006109941912105904,0.0068386746369450664,0.012893629670419205
deliverytime,3,1271,RF,-8.677852582614966e-05,-0.027202774614060198,-0.011930775351402124,3.1466031074523926,-0.015271999262658032,-0.0039911521088705215,-0.0013737503968296344,-0.005364900826555321,0.0008559653551762202,0.0007691868293500709
deliverytime,3,1271,tabICL,0.002598731222207189,-0.0028464305363726794,-0.0006552592857668293,3.762676239013672,-0.002191177413758949,-0.0001481788371909154,-0.0002365707036610848,-0.00038474954085200574,0.003460265022379133,0.006058996244586322
deliverytime,3,1271,PartitionWise,-0.013996616834399322,-0.010058617190506625,-0.0033852003607427127,0.16525888442993164,-0.006673416829763879,-0.0006769736983608832,-0.0009236699200708103,-0.0016006419392868565,-0.01313508303422738,-0.0271316998686267
deliverytime,3,1271,TabPFN,0.006997371181139372,-0.0016662650205193086,-0.0005627003844969836,2.93316650390625,-0.0011035707991754018,-0.00015072787391913202,-6.1859873979761e-05,-0.00021258774789889578,0.007858904981311317,0.01485627616245069
deliverytime,3,2056,BetterCatBoost,0.013813562828315196,0.005827157699773089,0.004061671105334508,7.589728116989136,0.0017654865944385588,0.0008177478348474875,0.00035493786831858055,0.0011726872972142033,0.016055336605211964,0.029868899433527163
deliverytime,3,2056,CheapBetterLGBMClassifier,0.011524806539547102,0.004606858560980009,0.002769854944761352,2.1179358959198,0.001837003616218691,0.0006199028508196314,0.00030700396591950565,0.0009269084107872777,0.013766580316443872,0.02529138685599097
deliverytime,3,2056,XT,0.010310387007077784,-0.043410420877187286,-0.016683090259121035,2.7904253005981445,-0.026727330618066193,-0.007038818251397153,-0.0007592485828695816,-0.007798065240218583,0.013863312457625124,0.024173699464702908
deliverytime,3,2056,RF,0.006999611885951507,-0.02179202087576635,-0.01097048775462397,2.7731873989105225,-0.010821533121142346,-0.0040659784521336366,-0.0006226251186428223,-0.004688601976728315,0.009823791382852488,0.016823403268803997
deliverytime,3,2056,tabICL,0.016874180876963435,0.006944427634913664,0.0027722719851639654,4.734064817428589,0.004172149160855443,0.000537314349643106,0.0006826855493065858,0.0012199998989496919,0.019115954653860203,0.03599013553082364
deliverytime,3,2056,PartitionWise,-0.0005377705869680763,-0.0022329138964209847,-0.0009573325276412082,0.1726083755493164,-0.0012755813687797325,-0.00019840745854431962,-0.00017123723619469068,-0.00036964310069085573,0.0017040031899286923,0.0011662326029606158
deliverytime,3,2056,TabPFN,0.016390515187318704,0.008376897919534988,0.003436242281931412,3.5221073627471924,0.004940649148709309,0.0007463379992525915,0.0007771537287894953,0.0015234917280420868,0.018632288964215475,0.03502280415153418
deliverytime,3,3326,BetterCatBoost,0.01698696121778348,0.009890876018636818,0.004385981423961671,8.796931505203247,0.005504894594675158,0.0008862908622553012,0.0008387708637288994,0.0017250632803371662,0.019872577418917958,0.03685953863670144
deliverytime,3,3326,CheapBetterLGBMClassifier,0.015904300282411642,0.009122132051747566,0.0032805762663016603,2.6017098426818848,0.005841555785445906,0.0006552416363724278,0.0008660492669088221,0.001521292457634213,0.018789916483546124,0.03469421676595776
deliverytime,3,3326,XT,0.009319280110214295,-0.02684711922469668,-0.01131967602540208,2.2760095596313477,-0.01552744319929461,-0.0046838351975199395,-0.0006339215344834725,-0.005317755177650443,0.011723693045800235,0.02104297315601453
deliverytime,3,3326,RF,0.010190962884982151,-0.016944868262787738,-0.007025312018464314,3.099409818649292,-0.009919556244323436,-0.003001016017437608,-0.0003809375178854185,-0.003381951980970055,0.01319710529790739,0.023388068182889545
deliverytime,3,3326,tabICL,0.014972605602064407,0.011800700323116864,0.003894524363279728,6.500784873962402,0.007906169318993938,0.0008590831683160133,0.0009846797211443465,0.001843762889460357,0.017858221803198886,0.03283082740526329
deliverytime,3,3326,PartitionWise,-0.006795557649738136,-0.004425062267058788,-0.00169710668321148,0.18755364418029785,-0.002727955583847308,-0.00033420355709266327,-0.00036424394260074213,-0.0006984459453404368,-0.003909941448603657,-0.010705499098341792
deliverytime,3,3326,TabPFN,0.021407791765564822,0.015340272116265052,0.005050673706201314,5.0686421394348145,0.010289591769220518,0.0010698973524466582,0.0013086928656443398,0.002378590218090998,0.0242934079666993,0.045701199732264115
deliverytime,3,5382,BetterCatBoost,0.02355721486788176,0.013286916025481665,0.0064215552883485905,10.079392671585083,0.006865360737133075,0.001311316079822536,0.0009495086152612991,0.002260826734108101,0.018581624912637023,0.042138839780518786
deliverytime,3,5382,CheapBetterLGBMClassifier,0.021160136092384076,0.0100224098093054,0.005454269590836447,3.0946052074432373,0.004568140218468941,0.0011559316542997411,0.0006623646900770691,0.0018182983834010764,0.01618454613713934,0.03734468222952341
deliverytime,3,5382,XT,0.015178252290390729,-0.022366956887735257,-0.01166532550154058,2.565103054046631,-0.010701631386194644,-0.0052328794192054995,-0.0006446713937918347,-0.0058775487739730625,0.010146830851852312,0.025325083142243042
deliverytime,3,5382,RF,0.01504770865361382,-0.01575107978081166,-0.006002657325998251,3.8136351108551025,-0.009748422454813421,-0.002714336142468396,-0.0004953842295216087,-0.003209718332965733,0.009905142755303149,0.02495285140891697
deliverytime,3,5382,tabICL,0.02220042572827792,0.009893904465688663,0.003874479686776089,9.890195846557617,0.006019419993339992,0.0007524427293217589,0.000768811103652825,0.0015212538329745812,0.01722483577303318,0.03942526150131111
deliverytime,3,5382,PartitionWise,0.0012595763627436024,-0.0019169758241706525,-0.001106984980785819,0.20361995697021484,-0.0008099908433847669,-0.0002473763225148334,-0.00013027498763849566,-0.0003776492711290491,-0.003716013592501137,-0.002456437229757536
deliverytime,3,5382,TabPFN,0.02259103750373846,0.012651278460788107,0.0057436525193976466,8.574476957321167,0.006907621155817889,0.0011654491817974677,0.0008942139761637657,0.002059663157961225,0.01761544754849372,0.04020648505223217
deliverytime,3,8708,BetterCatBoost,0.01968272596523795,0.014342078873996134,0.006532175475109192,12.343987226486206,0.007809903398886942,0.0014326499898014294,0.0010350737854617625,0.0024677256505198364,0.017363391796635635,0.03704611776187359
deliverytime,3,8708,CheapBetterLGBMClassifier,0.02157733123386832,0.014837254741622907,0.006991404873096452,4.171035528182983,0.007845849868526466,0.0015070708203156259,0.0010718413592889441,0.002578914054861234,0.019257997065266,0.04083532829913432
deliverytime,3,8708,XT,0.016536509541522276,-0.0094898818718944,-0.005936717759634169,2.912749767303467,-0.003553164112260221,-0.0030390992813468685,0.00021102783458673557,-0.002828069571503472,0.014331880094651889,0.030868389636174165
deliverytime,3,8708,RF,0.018407986953013177,-0.0005891156786014152,-0.0016541770258475363,4.835574150085449,0.0010650613472461435,-0.001469077518703943,0.00043712494297108994,-0.0010319507004762003,0.01600851582365288,0.034416502776666066
deliverytime,3,8708,tabICL,0.02014176764599023,0.013374394208402918,0.005271309465093832,17.480510711669922,0.008103079330851337,0.0010977323938054062,0.0010162954735727064,0.0021140278673781156,0.01782243347738792,0.03796420112337815
deliverytime,3,8708,PartitionWise,0.0014465879781698407,-0.00033794585301564204,-6.355504149100356e-05,0.2162644863128662,-0.0002743908115246052,-1.7091306818775576e-05,-4.616473330915916e-05,-6.325416487128199e-05,-0.0008727461904324739,0.0005738417877373669
deliverytime,3,8708,TabPFN,0.02256506125880217,0.017630332397339753,0.007686276919967927,15.568267345428467,0.009944050064914112,0.0016757552022103439,0.0012521856688673643,0.002927940871077714,0.02024572709019986,0.042810788349002024
deliverytime,3,14090,BetterCatBoost,0.021902046684173088,0.016501324329001622,0.007449557233710757,15.083239555358887,0.009051767095290875,0.0016292663796416778,0.001164696853531308,0.0027939650616982782,0.020340679468543416,0.0422427261527165
deliverytime,3,14090,CheapBetterLGBMClassifier,0.02239885247286708,0.0162804263734428,0.007373129399363021,5.318261623382568,0.008907296974079803,0.001612063701169214,0.0011615819628310181,0.0027736474925255327,0.020837485257237408,0.043236337730104484
deliverytime,3,14090,XT,0.0172178749161633,-0.007167508264217637,-0.0032410467503619757,3.7074241638183594,-0.0039264615138556395,-0.0020429258881420388,0.0001902150313438017,-0.0018527090282729557,0.01573457691667772,0.03295245183284101
deliverytime,3,14090,RF,0.018396015197694342,-0.0026110580148416608,-0.001836175235353632,6.6450889110565186,-0.0007748827794880287,-0.001665076349462133,0.0004295723375499355,-0.001235502183386894,0.017019175670940544,0.035415190868634885
deliverytime,3,14090,tabICL,0.022256911740055993,0.013607490398929079,0.0059258739494050475,33.71235799789429,0.007681610858183618,0.0012337629847239129,0.001004567451229646,0.002238330435953556,0.02069554452442632,0.04295245626448231
deliverytime,3,14090,PartitionWise,0.0018168786639774666,-0.00048626819749303385,-0.00011678218207351598,0.574070930480957,-0.00036948601541950674,-2.3780471643450318e-05,-6.121605485873982e-05,-8.499469797688674e-05,0.00025551144834779686,0.002072390112325263
deliverytime,3,14090,TabPFN,0.02384669130960198,0.01752464581474026,0.00803258464039681,32.00117802619934,0.009492055583003024,0.0017480360178807053,0.001226385883512779,0.0029744219013934786,0.022285324093972308,0.04613201540357429
deliverytime,3,22797,BetterCatBoost,0.02527079493479097,0.021200004841745612,0.00979274232781675,27.63044261932373,0.011407262513928873,0.0022081448380239844,0.0014270962766358309,0.003635242961304147,0.023415543112164133,0.0486863380469551
deliverytime,3,22797,CheapBetterLGBMClassifier,0.02602081037038744,0.02124626407600446,0.010304634848481953,7.842991352081299,0.01094162922752252,0.002343478985964756,0.0013728786049369418,0.0037163594375460296,0.0241655585477606,0.05018636891814805
deliverytime,3,22797,XT,0.018822527241966584,-0.005683456990603408,-0.002004690780044771,5.152147531509399,-0.0036787662105586595,-0.0017886550743921065,0.0004257541907249307,-0.0013628990370228495,0.016774269556176502,0.035596796798143086
deliverytime,3,22797,RF,0.020226235899712543,0.0014466992706605674,0.0010331634563636837,10.328341960906982,0.0004135358142968948,-0.000822892780200335,0.0006344713389060036,-0.00018841959465001057,0.018603462985456936,0.03882969888516948
deliverytime,3,22797,tabICL,0.022599552196133958,0.01594191933140764,0.00683006935105287,73.0506112575531,0.009111844458372109,0.0014412320195138107,0.001161656448016793,0.002602888467530601,0.020744300373507125,0.043343852569641086
deliverytime,3,22797,PartitionWise,0.0028556127979395725,-0.000190775812161581,-9.284757821195199e-05,0.6482031345367432,-9.792823394961791e-05,-1.9223244720145694e-05,-1.606031917860129e-05,-3.5281717254403985e-05,0.0010003609753127345,0.0038559737732523068
deliverytime,3,22797,TabPFN,0.025336558344704663,0.019846981850410728,0.009267067288739762,71.10487365722656,0.010579909039688284,0.0020828704979942657,0.0013546478622130848,0.003437518360207348,0.023481306522077822,0.04881786486678248
deliverytime,4,300,BetterCatBoost,0.003999993801116944,0.010894060150201317,-0.00026176945754087245,6.394787549972534,0.011155829607742206,-6.0631201977755236e-05,0.0018497999994799216,0.0017891684746436612,0.03733335097630819,0.04133334477742513
deliverytime,4,300,CheapBetterLGBMClassifier,-0.009000004529953002,-0.002604482865573787,-0.004600904442085807,1.351339340209961,0.0019964215765120473,-0.0010536875011179156,0.0005313537199108681,-0.0005223341040655541,0.024333352645238237,0.015333348115285236
deliverytime,4,300,XT,-0.008666671911875406,-0.09312585512874247,-0.02215564711844618,3.328200101852417,-0.0709702080102963,-0.007874592269734094,0.00019725958211776334,-0.007677333010474835,0.02700001835823059,0.018333346446355182
deliverytime,4,300,RF,-0.009000006119410198,-0.04143758003323904,-0.02544661774473623,4.328866720199585,-0.015990962288502785,-0.0085429996771415,0.0010647040265621978,-0.0074782959734378054,0.023666684230168662,0.014666678110758464
deliverytime,4,300,tabICL,-0.0013333336512247722,0.0018532442740379685,-0.00017068621349545233,2.7434167861938477,0.002023916660922648,-3.295297423998589e-05,0.000618204259274839,0.0005852512850348532,0.03200002352396647,0.030666689872741702
deliverytime,4,300,PartitionWise,-0.0033333388964335133,-0.055225223679436164,-0.0020295684355542964,0.17973089218139648,-0.05319565524388183,-0.0006763359994858386,0.001102730311980625,0.00042639398963628813,0.030000018278757735,0.026666679382324216
deliverytime,4,300,TabPFN,-0.003000000715255737,0.005522599885044377,-0.001415249499998611,3.5279104709625244,0.006937835558432226,-0.00033408189813295827,0.001051391484118845,0.0007173095859858855,0.030333356459935505,0.027333355744679766
deliverytime,4,485,BetterCatBoost,0.021649468559579756,0.00302204935114625,0.004372235968676097,7.885566234588623,-0.0013501866175298694,0.000792490884844188,-0.0001507957005358551,0.0006416981242152702,0.00206186353545828,0.023711332095038028
deliverytime,4,485,CheapBetterLGBMClassifier,0.01010307700363631,-0.0020777323748567555,-0.000320649856643096,1.6529192924499512,-0.0017570825182136596,-0.0003341866794855125,-0.0002766829689937661,-0.0006108667085723384,-0.009484528020485161,0.0006185489831511508
deliverytime,4,485,XT,0.03278349429061732,-0.018452809497643864,0.002825075536712096,3.2982492446899414,-0.021277885034355987,-0.0016862801449470193,-0.0010392011071463508,-0.002725478312186433,0.012783518034158295,0.04556701232477561
deliverytime,4,485,RF,0.023505143529361058,-0.014778010886219994,0.0019027330029610767,4.327042818069458,-0.016680743889181116,-0.0007586283694602014,-0.0012670590682001743,-0.002025684497753441,0.00536083732683634,0.028865980856197394
deliverytime,4,485,tabICL,0.01731957602746708,0.00551660859456401,0.004507648083988736,2.9555885791778564,0.00100895917348659,0.0010142931388210958,4.671176519846498e-06,0.001018964315340945,-0.002268028996654392,0.015051547030812688
deliverytime,4,485,PartitionWise,0.027216479212967392,0.0009386685243136905,-0.0028979036735464645,0.1470777988433838,0.0038365721978601496,-0.0011689808730138917,0.0005793475998351755,-0.0005896303332717789,0.007628874188845921,0.034845353401813314
deliverytime,4,485,TabPFN,0.009072152855470009,0.00253523118043395,0.002714651668830825,2.770127534866333,-0.00017942182548555952,0.0005578725992404249,-0.00022061618612647383,0.00033725641311395106,-0.010515452168651462,-0.001443299313181454
deliverytime,4,785,BetterCatBoost,0.028025461913673742,0.007072127265017792,0.005949200848900826,8.459379196166992,0.0011229264161169649,0.001014786001847623,0.0002826727019656805,0.0012974614178177968,0.012101918876550759,0.0401273807902245
deliverytime,4,785,CheapBetterLGBMClassifier,0.029044570133184934,0.0031257830559352495,0.001988039632818628,1.7352924346923828,0.0011377434231165662,0.0001660327657671934,0.00020441932391798145,0.00037045480368965155,0.013121027096061949,0.042165597229246884
deliverytime,4,785,XT,0.02547769607252376,-0.03668865289408467,-0.004672770891180877,3.641369342803955,-0.03201588200290385,-0.004166442912164428,-0.0005867684606428419,-0.004753208658802776,0.009426764166279205,0.03490446023880296
deliverytime,4,785,RF,0.02343947841862964,-0.020501644467780956,-0.009219710501105505,4.7007365226745605,-0.011281933966675439,-0.0046373558633321516,-0.0005701230253986778,-0.005207476174726347,0.008535043297299915,0.03197452171592956
deliverytime,4,785,tabICL,0.032993616268133664,0.007715668856853553,0.0041147709938208375,3.227757215499878,0.003600895661213255,0.0007857278202939244,0.000577985373129894,0.00136371319342381,0.01707007323101068,0.05006368949914434
deliverytime,4,785,PartitionWise,0.00751591017291804,-0.10956898483356961,-0.004857648906096324,0.16314935684204102,-0.10471133592747331,-0.0015187536377056303,-0.0031596300495125434,-0.004678380973213695,-0.008407632864204942,-0.0008917226912869017
deliverytime,4,785,TabPFN,0.02815285260510293,0.008074878346144431,0.0041004395125615045,3.0497496128082275,0.0039744366317634675,0.0008011320653330018,0.0006087824059383407,0.0014099144712713368,0.012229309567979945,0.04038216217308287
deliverytime,4,1271,BetterCatBoost,0.010785533616217782,-0.001175845197054981,-8.371309869888987e-05,6.557912349700928,-0.00109213209835608,-5.5169651462996795e-05,-9.775406070879623e-05,-0.0001529216937753458,0.0061445199407065415,0.016930053556924323
deliverytime,4,1271,CheapBetterLGBMClassifier,0.00747350865719365,-0.0006689737781717331,-0.000821604111153873,1.8358302116394043,0.0001526303329821288,-0.00029908148446899376,4.2040889082892165e-05,-0.00025703857698965995,0.0028324949816824095,0.01030600363887606
deliverytime,4,1271,XT,0.003999989701583649,-0.07245569939658911,-0.017913776449637663,3.610962390899658,-0.05454192294695144,-0.006566562291499561,-0.0025167473909111586,-0.009083307664014283,-0.001743077656470719,0.002256912045112928
deliverytime,4,1271,RF,0.0011662693367487345,-0.040354844516325615,-0.009565424771900843,3.2465286254882812,-0.030789419744424763,-0.0028052771629249545,-0.00262680448181401,-0.005432079626342512,-0.004342430389569794,-0.0031761610528210603
deliverytime,4,1271,tabICL,0.010773495879091561,0.002456124075116639,5.703125355903671e-05,3.754396915435791,0.0023990879570239265,5.520325336966226e-06,0.0004607363806775289,0.00046625670601449233,0.006132482203580318,0.01690597808267188
deliverytime,4,1271,PartitionWise,0.00015932011718420156,-0.008230379083303142,-0.002911702467186972,0.16438674926757812,-0.005318676616116147,-0.0006563261846257385,-0.0007453970336100818,-0.0014017211998393702,-0.00448169355832704,-0.004322373441142839
deliverytime,4,1271,TabPFN,0.019664955969226385,0.004042843603923529,0.0004660313708441777,2.8230366706848145,0.0035768073685456536,6.841162039619708e-05,0.0006573807363021933,0.0007257923566983904,0.015023942293715143,0.034688898262941525
deliverytime,4,2056,BetterCatBoost,0.021398775466116456,0.007771799798990686,0.004663099503198409,7.611130714416504,0.0031087002957922217,0.0009577808582716784,0.0004593594520966193,0.0014171426840973139,0.010994386674804025,0.03239316214092049
deliverytime,4,2056,CheapBetterLGBMClassifier,0.018771510523316756,0.0041846295100289475,0.0030584133896012665,2.0810208320617676,0.0011262161204276477,0.0005816553750469134,0.00019025454139946497,0.0007719122901753944,0.008367121732004327,0.027138632255321083
deliverytime,4,2056,XT,0.01808906879580604,-0.01760602413781297,-0.009272030946124221,2.4453253746032715,-0.00833399319168876,-0.00463336493301425,-0.0005911324088736403,-0.005224494968158891,0.00787979934956883,0.025968868145374874
deliverytime,4,2056,RF,0.019255179110333233,-0.014096156649284675,-0.0074138396963603585,2.759117364883423,-0.006682316952924361,-0.0037308351624386364,-0.00020517027531353482,-0.0039360030640231605,0.008266730231008521,0.02752190934134175
deliverytime,4,2056,tabICL,0.01775469542355056,0.0031460751690543854,0.0023189429857342738,4.656724691390991,0.000827128678961997,0.000449725899577752,0.00018690491468831839,0.0006366308142660759,0.0073503066322381265,0.025105002055788684
deliverytime,4,2056,PartitionWise,0.004665258295679714,-0.003714628009359189,-0.001634029762906819,0.16882872581481934,-0.0020805982464523697,-0.00037760977579366916,-0.0003222082181385005,-0.000699815620203162,-0.005739130495632717,-0.0010738721999530038
deliverytime,4,2056,TabPFN,0.020819326236601533,0.003954401689173914,0.0026070548536905715,3.4810125827789307,0.0013473433311252392,0.0005082329733069851,0.00027041015312599117,0.0007786431264329846,0.010414937445289107,0.03123426368189064
deliverytime,4,3326,BetterCatBoost,0.029855524073252388,0.01166163544838259,0.0077070523897523335,9.113243818283081,0.003954583058630223,0.0015636087115743352,0.0005535861871721004,0.0021171977506235116,0.011695733965822663,0.04155125803907505
deliverytime,4,3326,CheapBetterLGBMClassifier,0.029585344269560488,0.00888873990260447,0.00655935648392717,2.5741703510284424,0.002329383418677289,0.001307863373675583,0.00035136916849399233,0.0016592353940466347,0.011425554162130768,0.04101089843169126
deliverytime,4,3326,XT,0.023901544042524963,-0.020277943172783742,-0.01334159764525381,2.3589541912078857,-0.006936345527529975,-0.006545502662464597,-0.0004003024246327758,-0.006945802235220314,0.006042415140476652,0.029943959183001613
deliverytime,4,3326,RF,0.022849543993798578,-0.009110431580074085,-0.0029663472320264005,3.0997371673583984,-0.006144084348047652,-0.0023943202971418802,-0.00042913424392075075,-0.002823451689185552,0.005592776780398825,0.028442320774197404
deliverytime,4,3326,tabICL,0.029917031495100478,0.008228314466099229,0.006840283969809846,6.400839567184448,0.0013880288222316683,0.0013749370092688896,0.0002802409972712416,0.0016551780065401285,0.011757241387670755,0.041674272882771236
deliverytime,4,3326,PartitionWise,0.015690922515224186,0.002437444341896611,0.003056713800697297,0.18642973899841309,-0.000619269458800642,0.0006405452775132741,-0.00010179464428109186,0.0005387534851092445,-0.0024688675922055385,0.013222054923018648
deliverytime,4,3326,TabPFN,0.031840850437790225,0.011666222496726742,0.008569966012431618,5.188685178756714,0.0030962548102373534,0.0017420073784967683,0.00045343835844516566,0.002195445736941934,0.013681060330360506,0.04552191076815073
deliverytime,4,5382,BetterCatBoost,0.026776243445570523,0.012999471079712421,0.009234413904389815,9.940792322158813,0.0037650571753226727,0.0019656077500888438,0.0004902587983063672,0.0024558692751013495,0.010646683872117419,0.03742292731768794
deliverytime,4,5382,CheapBetterLGBMClassifier,0.027055104987345695,0.012053729940440804,0.008061826585507137,3.173194408416748,0.003991903354933724,0.0017132397075719842,0.0005627063527566034,0.0022759487870347263,0.01092554541389259,0.03798065040123828
deliverytime,4,5382,XT,0.019696463870912825,-0.023855565625464602,-0.010403278221239765,2.60353684425354,-0.013452287404224817,-0.0049669436494660935,-0.0007131863237295532,-0.005680127246489508,0.004068365676972862,0.02376482954788569
deliverytime,4,5382,RF,0.02248310019372291,-0.014748420246263416,-0.006805399957345215,3.829317569732666,-0.00794302028891818,-0.00339772640496703,-0.0002972321265297978,-0.003694955804790692,0.0069665952680691215,0.02944969546179203
deliverytime,4,5382,tabICL,0.03034467488604552,0.011142049970105428,0.007744227553248139,9.871960163116455,0.0033978202636584685,0.0015762047564085169,0.00044763072949814686,0.002023835485906661,0.01421511531259242,0.04455979019863794
deliverytime,4,5382,PartitionWise,0.01317474240554542,0.00039628632359592906,0.000638680957406168,0.19924092292785645,-0.00024239463381021676,0.00010178234227299076,-4.188304225466455e-05,5.9902026724473203e-05,-0.002954817167907683,0.010219925237637739
deliverytime,4,5382,TabPFN,0.029100047082134473,0.014189465117083544,0.00966045968549396,8.45747447013855,0.004529003278390786,0.0020340343940960155,0.0005983867365291079,0.0026324211306251203,0.012970487508681372,0.04207053459081585
deliverytime,4,8708,BetterCatBoost,0.029568592341064365,0.014288781822154695,0.008260536283428876,10.512567043304443,0.006028245538725818,0.0016860042750209358,0.0008064391468827426,0.0024924459908716307,0.015997493314517865,0.04556608565558223
deliverytime,4,8708,CheapBetterLGBMClassifier,0.029006033365519334,0.013538188569732079,0.0075866296036462225,3.8994827270507812,0.005951558966085879,0.0015634016222403567,0.0008202102705451075,0.002383614461753408,0.01543493433897283,0.044440967704492164
deliverytime,4,8708,XT,0.019853220954763846,-0.01509945131706657,-0.010040843458971715,2.911580801010132,-0.005058607858094833,-0.0049099439495625865,-0.0003109664479339219,-0.0052209078285285595,0.00633936197692562,0.02619258293168946
deliverytime,4,8708,RF,0.021816975454515344,-0.007746618215443357,-0.005529260326681873,4.9035608768463135,-0.0022173578887614174,-0.0031266899666017893,5.800400455685528e-06,-0.0031208869971781515,0.007442070243658773,0.02925904569817412
deliverytime,4,8708,tabICL,0.0270765861588649,0.011829386274006249,0.006682576988784506,17.557801961898804,0.005146806528217751,0.0013506689405430677,0.0006512894651658441,0.0020019584057089064,0.013505487132318398,0.040582073291183296
deliverytime,4,8708,PartitionWise,0.012411676167903589,0.0006759454339821614,0.0007898152918010326,0.2119588851928711,-0.00011386985781880465,0.00013582098313758562,-1.9512820529596354e-05,0.00011631073157594429,-0.0011594228586429107,0.01125225330926068
deliverytime,4,8708,TabPFN,0.029924034005983556,0.015412954839689064,0.008856133026653779,15.38305377960205,0.0065568190560312935,0.001846897733186781,0.0008677862079132015,0.0027146839410999877,0.01635293497943706,0.04627696898542062
deliverytime,4,14090,BetterCatBoost,0.032668545273198055,0.017765766001513906,0.011486923750638279,14.892015933990479,0.006278842250875683,0.0025398487084425632,0.0008290233660520757,0.0033688748612973273,0.015564239803487482,0.04823278507668554
deliverytime,4,14090,CheapBetterLGBMClassifier,0.031547182388048454,0.017137402104345067,0.010830752811361232,5.180297374725342,0.006306649292983857,0.002389720472717319,0.0008220768526206012,0.003211800112140603,0.014442876918337885,0.04599005930638635
deliverytime,4,14090,XT,0.025273231608889647,-0.011629482299710569,-0.0047765505002085205,3.7951877117156982,-0.006852931799502004,-0.0032346861713938137,-0.0002171638939708953,-0.0034518472785620034,0.008360551078747653,0.033633782687637295
deliverytime,4,14090,RF,0.026763649888712097,-0.004021453711718259,-0.0011389786347471675,6.728247404098511,-0.0028824750769710474,-0.0018793995220759308,5.454969328563819e-05,-0.0018248470419876066,0.009843872090956267,0.036607521979668364
deliverytime,4,14090,tabICL,0.029666419127378336,0.015019782270539272,0.009109825564278463,34.0355327129364,0.005909954783105242,0.0019123068493787643,0.0007176172122386054,0.002629924061617364,0.012562113657667759,0.0422285327850461
deliverytime,4,14090,PartitionWise,0.01542936186996904,0.0013799434539092936,0.0014625583628967709,0.5570352077484131,-8.261490898747725e-05,0.00027325398276690783,-1.4596647813711061e-05,0.00025866012175588816,-0.0016749435997415383,0.013754418270227501
deliverytime,4,14090,TabPFN,0.03096521358442611,0.017914776507404907,0.011458893103403178,31.782413005828857,0.00645588148084616,0.002528515905459103,0.0007944717144669821,0.0033229876199260848,0.01386090811471553,0.044826121699141644
deliverytime,4,22797,BetterCatBoost,0.03267094518199935,0.020782634652473077,0.012868114813199072,22.999518632888794,0.007914519839274048,0.002883430818692495,0.0010268053241969583,0.003910238836039098,0.017085660611347593,0.04975660579334694
deliverytime,4,22797,CheapBetterLGBMClassifier,0.03344730099773028,0.021137792976819902,0.012918356539951792,7.387964725494385,0.008219436436868144,0.0029271911379432523,0.0010620979336885689,0.003989291764781483,0.017862016427078523,0.0513093174248088
deliverytime,4,22797,XT,0.02695097021711278,-0.004015065763897685,0.00011453936917794616,5.290417909622192,-0.00412960513307562,-0.0016364779789519585,7.471404701728524e-05,-0.00156176123878502,0.011413884759156858,0.03836485497626964
deliverytime,4,22797,RF,0.029113377577340904,0.0016417064384863455,0.0027239889681816344,10.580473899841309,-0.0010822825296952776,-0.0007616392497198449,0.0003651779334369193,-0.0003964586231332695,0.01394923379713584,0.04306261137447675
deliverytime,4,22797,tabICL,0.029911782171728584,0.01635765688554397,0.00994855607705859,74.42425203323364,0.006409098526835866,0.0021276050232447302,0.0007969433861959669,0.002924548409440697,0.014326497601076826,0.04423827977280541
deliverytime,4,22797,PartitionWise,0.015208098274840704,0.0011396072278645475,0.0011857111301494584,0.6610791683197021,-4.6103902284888584e-05,0.00022001797152302883,-8.043953768832602e-06,0.00021197671090385784,-0.00037718629581105664,0.014830911979029646
deliverytime,4,22797,TabPFN,0.032131305573613364,0.020596886822788808,0.012965339736672599,70.82658672332764,0.007631544804466673,0.002932036801554047,0.0009570491412227766,0.003889085942776821,0.016546021002961604,0.04867732657657496
deliverytime,5,300,BetterCatBoost,0.02033331831296285,-0.006239963074166221,0.006339013249150505,6.512773036956787,-0.012578976323316754,0.0013633803029347719,-0.00128589023128656,7.749365351481796e-05,-0.009666657845179241,0.010666660467783608
deliverytime,5,300,CheapBetterLGBMClassifier,0.04033332149187724,0.00295517840260332,0.023185272439522515,1.691899061203003,-0.020230094036919232,0.005456713287642448,-0.0011683826076439572,0.004288334261865109,0.01033334533373515,0.05066666682561238
deliverytime,5,300,XT,0.03566665530204773,-0.022598137759655433,-0.017604058818781486,3.366421937942505,-0.004994078940873936,-0.00987870728557032,-0.0005411887670518131,-0.01041989247075552,0.004666678905487061,0.04033333420753479
deliverytime,5,300,RF,0.02133332014083862,-0.034652269869542195,-0.02570857060345878,4.328495502471924,-0.00894369926608347,-0.011030336915199949,-0.0009077072855703195,-0.01193804061890366,-0.007999989986419678,0.013333330154418946
deliverytime,5,300,tabICL,0.050999990701675414,0.01700791662516295,0.022370942436353364,2.8744051456451416,-0.005363024690925105,0.0044941503616670805,-0.00027219218638492305,0.004221958175282153,0.021000014543533327,0.07200000524520875
deliverytime,5,300,PartitionWise,0.011999982992808024,-0.09727265574443761,-0.014009609121315214,0.17530155181884766,-0.08326304662312244,-0.004895376837064534,-0.0026307109218790467,-0.007526084177076965,-0.017999993165334065,-0.0060000101725260395
deliverytime,5,300,TabPFN,0.04399998982747396,0.02651062438532311,0.024474601847624768,3.553478240966797,0.002036023657963648,0.005029652354617918,0.0005165178483973007,0.005546170203015207,0.014000013669331868,0.05800000349680583
deliverytime,5,485,BetterCatBoost,-0.007628867798244831,-0.00675141380810122,-0.0007807181719138411,6.761549711227417,-0.0059706956361873734,-0.0001535604723473777,-0.000698181622888612,-0.0008517416977436715,0.014020640579695553,0.006391772781450723
deliverytime,5,485,CheapBetterLGBMClassifier,-0.008865983461596302,-0.0009262947338795236,-0.003101281206709111,1.58833646774292,0.00217498647282961,-0.0006916161009724947,0.00031743710070776114,-0.0003741786027724195,0.01278352491634408,0.0039175414547477794
deliverytime,5,485,XT,-0.01670103835076401,-0.05428698124214457,-0.028307284584639474,3.2975854873657227,-0.02597969665750504,-0.009458030179851992,-0.0016403669496114436,-0.011098396731971123,0.006185583232604351,-0.010515455118159659
deliverytime,5,485,RF,-0.010515471832039429,-0.04631431671548068,-0.023294723737805507,4.220064878463745,-0.023019592977675203,-0.007308156182142952,-0.0011156934100925511,-0.008423849194743177,0.010103108465057058,-0.0004123633669823712
deliverytime,5,485,tabICL,-0.00020618659933817758,-0.0009954581948153408,0.00011353570230318021,3.073251485824585,-0.001109004966302346,2.0466170744180835e-05,-2.525504870513756e-05,-4.788877960953952e-06,0.02144332177860221,0.02123713517926403
deliverytime,5,485,PartitionWise,-0.003092789649963379,-0.20184892227147952,-0.0019753069962717305,0.15590882301330566,-0.19987361527520778,-0.0006169886485449583,-0.0019100382190649482,-0.002527026470117584,0.018556718727977005,0.015463929078013628
deliverytime,5,485,TabPFN,-0.002061856653272491,-0.0019107797796446891,-0.0005287274649945328,2.86795973777771,-0.0013820633838339757,-0.00010918567974850246,-4.9452572225684724e-05,-0.0001586382519741858,0.019587651724667896,0.017525795071395404
deliverytime,5,785,BetterCatBoost,0.019745210021924062,0.0015612976347342377,-0.0004395477286930238,7.023925065994263,0.002000845363427295,-0.00030962975663459126,0.0003402199656894533,3.05921376637569e-05,0.016560520487985793,0.03630573050990986
deliverytime,5,785,CheapBetterLGBMClassifier,0.009426740476280261,0.002344816215776313,8.917329445699008e-05,1.787459373474121,0.002255642921319334,-0.00013755458530339827,0.0003577212388074291,0.000220168582112909,0.0062420509423419925,0.015668791418622253
deliverytime,5,785,XT,0.008662411513601897,-0.026822809895094057,-0.019889381783755468,3.6091957092285156,-0.00693342811133858,-0.007490150548566421,-0.000457638163569965,-0.0079477867835275,0.007261161287878728,0.01592357280148063
deliverytime,5,785,RF,0.006496805294304136,-0.02850778781195674,-0.015603124844404116,4.740910291671753,-0.012904662967552582,-0.005726357201078808,-0.0010501647028480943,-0.0067765199753180155,0.0021656186717331034,0.008662423966037242
deliverytime,5,785,tabICL,0.009936299597381787,0.0025764305762046025,0.0006535066470219952,3.2039639949798584,0.001922918720951594,7.535625059323925e-05,0.00033791835455425633,0.0004132746051474928,0.006751610063443518,0.016687909660825305
deliverytime,5,785,PartitionWise,0.009936293219305148,-0.0077775821237338946,-0.002700870261113397,0.15923833847045898,-0.005076711862620442,-0.0007125600596335601,-0.00044136846239811733,-0.001153926593422791,0.0067516036853668806,0.016687896904672025
deliverytime,5,785,TabPFN,0.018216553615157012,0.0015704666662369026,0.0006668349099767656,3.1131889820098877,0.000903626548029135,3.994132872597867e-06,0.00022813881996568418,0.00023213295283828206,0.015031864081218742,0.03324841769637575
deliverytime,5,1271,BetterCatBoost,0.013609374174277355,-0.0005377916300069452,0.0015855586415473356,6.910967111587524,-0.0021233502715543363,0.0003063719175732532,-0.00010639318510296813,0.00019998036402089358,0.01524287030268768,0.02885224447696504
deliverytime,5,1271,CheapBetterLGBMClassifier,0.010465020221638352,-0.00013747230496510276,0.0019113158812713027,1.96274995803833,-0.0020487881862364275,0.00042223651903494365,-0.0001893306950874779,0.000232907455498077,0.012098516350048678,0.02256353657168703
deliverytime,5,1271,XT,0.007793413484024747,-0.04382764877770802,-0.014427512260031005,3.59393310546875,-0.029400136517677013,-0.005551395589658792,-0.0012496851613054722,-0.006801079119413647,0.010213075672492434,0.01800648915651718
deliverytime,5,1271,RF,0.0059095159805684205,-0.023754194348431058,-0.00993311650618175,3.534909963607788,-0.013821077842249363,-0.003821959430943339,-0.000740300672601854,-0.004562258471994573,0.007937947754803238,0.01384746373537166
deliverytime,5,1271,tabICL,0.00786814489500085,-0.0004575213268296907,0.000680886306923334,3.727632761001587,-0.0011384139790918235,0.0001281760474737409,-1.1954197064045769e-05,0.00011622185040969512,0.009501641023411176,0.017369785918412026
deliverytime,5,1271,PartitionWise,0.00040449747318505226,-0.008342668362004979,-0.0017070619824753551,0.16670727729797363,-0.006635606379529657,-0.00045444938684433835,-0.0007738480346264675,-0.0012282957899201973,0.002037993601595378,0.0024424910747804294
deliverytime,5,1271,TabPFN,0.006531723018264593,-0.002100181611197116,0.0006008615705361819,2.955782651901245,-0.002701049527072119,0.00011528294741985634,-0.00014222191008540774,-2.6938962665551402e-05,0.00816521914667492,0.014696942164939514
deliverytime,5,2056,BetterCatBoost,0.01672665628566773,0.010394201906866718,0.004065227986436238,7.655085563659668,0.006328973920430492,0.0008304739180117121,0.0009314416369825996,0.001761917029181173,0.020912539858704622,0.037639196144372354
deliverytime,5,2056,CheapBetterLGBMClassifier,0.014295576238008178,0.0083773305619951,0.004043866601096324,2.184685707092285,0.0043334639608987756,0.0008725937609670775,0.0006795052808228508,0.0015521005159767926,0.018481459811045074,0.03277703604905326
deliverytime,5,2056,XT,0.01439585264148171,-0.036867320889647635,-0.0063054363874411766,2.7763724327087402,-0.03056188450220646,-0.00324935234834072,-0.000230516425748159,-0.0034798672999020175,0.01848488480308163,0.03288073744456334
deliverytime,5,2056,RF,0.015997203287991466,-0.01810466318186845,-0.0089349958856766,2.841336250305176,-0.009169667296191808,-0.004351931883087709,0.0002085784227677079,-0.004143351986133146,0.019939659341616775,0.035936862629608234
deliverytime,5,2056,tabICL,0.012347690131328443,0.007900682806002146,0.002901914107016168,4.620189189910889,0.004998761751275349,0.0005350308647307123,0.000749653833815217,0.001284684698545932,0.01653357370436534,0.028881263835693775
deliverytime,5,2056,PartitionWise,-0.006615417739956562,-0.005091136847840116,-0.0017447599976659566,0.17437338829040527,-0.0033463768501741263,-0.0003506412896801425,-0.00048708131323427494,-0.0008377211287275615,-0.0024295341669196674,-0.009044951906876233
deliverytime,5,2056,TabPFN,0.011860954479061363,0.00798177943870707,0.0033013316149527296,3.5319879055023193,0.0046804408760437455,0.0005983790965355701,0.0007050093947568309,0.0013033884912924064,0.01604683805209826,0.027907792531159624
deliverytime,5,3326,BetterCatBoost,0.018280823451079665,0.00820696874764829,0.004235056360148049,8.708996772766113,0.0039719123875002205,0.0008023466894723191,0.000529904550335869,0.0013322534800915802,0.010040878000336702,0.028321701451416364
deliverytime,5,3326,CheapBetterLGBMClassifier,0.01650602689295716,0.006621044041805846,0.0033532324965436233,2.7364845275878906,0.003267811545262278,0.0006269953571514719,0.0004760610516920588,0.0011030586491269172,0.008266081442214197,0.024772108335171357
deliverytime,5,3326,XT,0.013649879696542027,-0.03685539536176372,-0.01709434070996485,2.2801268100738525,-0.019761054651798872,-0.0072608682140265475,-0.0011057257331998638,-0.008366591706943025,0.004838821500376263,0.01848870119691829
deliverytime,5,3326,RF,0.009801519643014452,-0.02023498868940251,-0.008710564345530714,3.078521966934204,-0.011524424343871787,-0.0035458905145225343,-0.000902294341908827,-0.004448182616147972,0.0022830171103174835,0.012084536753331938
deliverytime,5,3326,tabICL,0.02363159074531174,0.00937478084220258,0.004506999513518306,6.372260808944702,0.004867777313510391,0.0009292726984383049,0.0006564322046159615,0.0015857049030542636,0.015391645294568778,0.03902323603988052
deliverytime,5,3326,PartitionWise,0.005140899158670202,-0.0020396464223194077,-0.0003940058993821216,0.18504714965820312,-0.001645640522937275,-0.0001149835998563109,-0.00025338261004827223,-0.00036836396962119933,-0.003099046292072759,0.0020418528665974425
deliverytime,5,3326,TabPFN,0.02293963632757174,0.009100659623678698,0.0043940568022165505,5.049614191055298,0.004706598806288298,0.0008193582209364752,0.0006355327327705107,0.0014548909537069916,0.014699690876828781,0.03763932720440051
deliverytime,5,5382,BetterCatBoost,0.020328002067228682,0.011870193335868829,0.006311261395536882,9.969399213790894,0.005558931940331946,0.0013244824694227497,0.0007896333615874274,0.0021141178359424307,0.01590537314583468,0.03623337521306337
deliverytime,5,5382,CheapBetterLGBMClassifier,0.02073687187946725,0.010256305518821774,0.0049489507196960655,3.2000315189361572,0.005307354799125708,0.0010142175973688245,0.0007523985510187847,0.0017666181533198572,0.01631424295807325,0.0370511148375405
deliverytime,5,5382,XT,0.014177727748348029,-0.008371757491727094,-0.004841896231403142,2.619288682937622,-0.003529861260323941,-0.0026978837821853728,-8.948043703574938e-05,-0.0027873622142888742,0.009959628521653994,0.02413735627000202
deliverytime,5,5382,RF,0.01456709523143761,-0.0031178091532182207,-0.002161306377138783,3.8801681995391846,-0.0009565027760794376,-0.0014285456172504984,7.807401052671859e-05,-0.0013504696017915207,0.010943308271474142,0.025510403502911755
deliverytime,5,5382,tabICL,0.02083091710007523,0.012733975125989328,0.006128327698647018,9.810921669006348,0.0066056425112691166,0.0014032552607017967,0.0008555965084813516,0.0022588517691831513,0.01640828817868123,0.03723920527875646
deliverytime,5,5382,PartitionWise,0.0028621111968629895,-0.001614594173724726,-0.0012227202146095294,0.1976470947265625,-0.0003918739591151743,-0.0002543277710052583,-6.314190842915124e-05,-0.0003174676745021615,-0.0015605177245310079,0.0013015934723319819
deliverytime,5,5382,TabPFN,0.023245651992218522,0.01389624686532238,0.006628312308787932,8.532332181930542,0.007267929640461257,0.001584940343278493,0.0009412380655220126,0.0025261784088005087,0.018823023070824525,0.04206867506304305
deliverytime,5,8708,BetterCatBoost,0.022519470358989095,0.014968265098729627,0.008064365970473397,12.253269672393799,0.006903899128256219,0.0017695150199597443,0.0009101557752311973,0.002679672748351525,0.01893656055027338,0.041456030909262476
deliverytime,5,8708,CheapBetterLGBMClassifier,0.020486894820733324,0.01606482761996686,0.008626552918973551,4.391216993331909,0.007438274700993297,0.0019512864200456003,0.0009885682003863388,0.002939856573592528,0.016903985012017612,0.03739087983275093
deliverytime,5,8708,XT,0.015778607973978544,-0.01348155780558804,-0.006970444543386111,2.893401861190796,-0.006511113262201917,-0.0034868703175639838,-8.701621761644518e-05,-0.003573884582019854,0.012677948393980473,0.02845655636795902
deliverytime,5,8708,RF,0.016283945506991082,-0.008512262779162838,-0.0032195985812190075,4.6925835609436035,-0.005292664197943886,-0.0019877830003539655,3.121744360366496e-05,-0.001956563603589717,0.013229315620526247,0.029513261127517332
deliverytime,5,8708,tabICL,0.02187600686137516,0.014618159482567172,0.006970765019177971,17.345369338989258,0.007647389349139477,0.0015102625962007232,0.0009825560835108327,0.0024928186797115613,0.018293097052659447,0.04016910391403461
deliverytime,5,8708,PartitionWise,0.0010912049521845436,-0.0012960887257971066,-0.0007864261045222975,0.21429991722106934,-0.0005096626212749089,-0.00015637956802357355,-8.61622378605209e-05,-0.00024253985272350287,-0.0024917048565311706,-0.0014004999043466266
deliverytime,5,8708,TabPFN,0.025734769333385994,0.01828742609721168,0.00918686544353412,15.543705940246582,0.009100555539427846,0.002006941554664299,0.0011711620037976518,0.003178103558461953,0.022151859524670275,0.047886628858056265
deliverytime,5,14090,BetterCatBoost,0.025585510131735767,0.01710455040704103,0.008692340767614149,16.356503009796143,0.008412209639426937,0.0018941770503508397,0.0011140870213179638,0.003008266079597624,0.021114277763515606,0.04669978789525138
deliverytime,5,14090,CheapBetterLGBMClassifier,0.02628103888906258,0.018306427031310402,0.008979848324416373,5.565206527709961,0.00932657870689405,0.0019477194258979203,0.0012123306399447725,0.003160052073771513,0.02180980652084242,0.048090845409905006
deliverytime,5,14090,XT,0.018970891150115143,-0.00884746385553129,-0.0019846667018782126,3.7085041999816895,-0.006862797153653055,-0.0017400154138116491,0.00012740119371141835,-0.0016126122121713853,0.014968075753950413,0.03393896690406556
deliverytime,5,14090,RF,0.02156847776293839,-0.00025011608530182137,0.0014848851124576123,6.762943983078003,-0.0017350011977594337,-0.0006323259571441892,0.00047200335442429685,-0.00016032059479106353,0.017040467203044148,0.03860894496598254
deliverytime,5,14090,tabICL,0.023910567344207982,0.016099706070407737,0.008258452952167062,33.625882148742676,0.007841248213638075,0.001812764887239937,0.001006278438445199,0.002819043325685133,0.01943933497598782,0.043349902320195796
deliverytime,5,14090,PartitionWise,0.0017033196240134742,-0.00043506723073724054,-4.535338115746468e-05,0.5728223323822021,-0.00038971384957975364,-1.1274595357027572e-05,-6.63156875710752e-05,-7.758827499927679e-05,-0.0027679127442066845,-0.0010645931201932108
deliverytime,5,14090,TabPFN,0.026025542077483484,0.01753327520903166,0.009356141487917613,32.024044036865234,0.008177128816511458,0.002053603803840745,0.001074187738632873,0.003127791542473615,0.021554309709263322,0.047579851786746806
deliverytime,5,22797,BetterCatBoost,0.02582779813896255,0.020532694610116742,0.00964394151453558,25.45733618736267,0.010888753095581172,0.0021409081243111,0.0013838282253412937,0.003524738244985995,0.023182822500324968,0.04901062063928752
deliverytime,5,22797,CheapBetterLGBMClassifier,0.026314781373106343,0.021418690780793337,0.01012216319696636,8.321031332015991,0.011296527583826987,0.002265230744664945,0.0014015177703749272,0.003666750410373484,0.02366980573446876,0.049984587107575106
deliverytime,5,22797,XT,0.019647197323156108,-0.0022331435813332744,-0.002176973690426509,5.2272889614105225,-5.6169890906765384e-05,-0.002042711037800565,0.0004941675796504341,-0.0015485415628165161,0.01706800890467384,0.03671520622782994
deliverytime,5,22797,RF,0.02303805979199435,0.0021653250839716587,0.0011464062600894276,10.40754246711731,0.001018918823882231,-0.0010055236640690163,0.0007878399038922263,-0.00021768186484318053,0.020375540007150375,0.04341359979914472
deliverytime,5,22797,tabICL,0.02275725942409127,0.01596713753214226,0.007114780982876168,72.87211871147156,0.00885235121366087,0.001520244955257255,0.0011038704327168442,0.002624115387974096,0.02011228378545369,0.04286954320954496
deliverytime,5,22797,PartitionWise,0.002351099555480006,-0.00030105995686556807,-0.00016631677174412386,0.6416923999786377,-0.00013474318512145532,-3.452145373909476e-05,-2.315049191626839e-05,-5.767005032174533e-05,-0.00029387608315757576,0.0020572234723224303
deliverytime,5,22797,TabPFN,0.02609977528402125,0.02093451026356099,0.010527724575305398,71.09917378425598,0.010406780352650335,0.002370982417856485,0.0013258563733614449,0.0036968387912179324,0.023454799645383672,0.04955457492940492
deliverytime,6,300,BetterCatBoost,0.0016666543483734122,-0.0037579961172514,-0.004562819079358899,5.610799789428711,0.0008048229621074709,-0.0011079490671665998,0.0002710611565783713,-0.0008368863838400922,0.005000011523564656,0.00666666587193807
deliverytime,6,300,CheapBetterLGBMClassifier,0.012999990383783975,-0.007190085070941632,-0.0037066826068878123,1.431610345840454,-0.0034834024640538253,-0.001685529504705581,0.00013963314817229538,-0.0015458948297851522,0.01633334755897522,0.029333337942759198
deliverytime,6,300,XT,0.0026666577657063796,-0.0685365740872996,-0.041710214440916195,3.3869540691375732,-0.026826359646383365,-0.0163962607860074,-0.0018959274526740718,-0.018292186711933316,0.00566668152809143,0.008333339293797811
deliverytime,6,300,RF,0.004333324035008749,-0.056193486637902024,-0.024889252279091355,4.383961915969849,-0.03130423435881068,-0.009791149674896287,-0.0020130756008222214,-0.011804223748970364,0.006000014146169028,0.010333338181177775
deliverytime,6,300,tabICL,-0.005000003576278687,-0.006684488732378618,-0.003463057196399516,2.8566832542419434,-0.0032214382824907184,-0.0008112245704978746,-0.00042453339517427443,-0.0012357579656721463,-0.0016666464010874425,-0.006666649977366129
deliverytime,6,300,PartitionWise,-0.02966667850812276,-0.1749572299389394,-0.019227900720794354,0.17844176292419434,-0.15572932921814503,-0.004671514798191538,-0.0035264486617740606,-0.008197961933217455,-0.02633332133293152,-0.05599999984105428
deliverytime,6,300,TabPFN,0.0019999957084655766,-0.0033498867886870565,-0.002594279836874147,3.438791513442993,-0.0007556136983245032,-0.0006003492480764816,-9.1968217166144e-05,-0.0006923174652426242,0.005333352883656821,0.007333348592122396
deliverytime,6,485,BetterCatBoost,-0.0012371195960290647,0.009767791851499535,-0.0006856410741998608,6.771996736526489,0.010453432925699363,-0.00015212452391218657,0.0015555104255009875,0.0014033860448396593,0.024536100122117505,0.02329898052608844
deliverytime,6,485,CheapBetterLGBMClassifier,-4.424262292461456e-09,0.0050849793669147155,-0.0031930042325210794,1.6943209171295166,0.008277983599435828,-0.0008581543940535674,0.0012611780639407877,0.0004030238131380745,0.025773215293884284,0.025773210869621987
deliverytime,6,485,XT,0.011752571764680527,-0.034069081750016765,-0.015340648585366023,3.2698023319244385,-0.018728433164650726,-0.00702151217074227,0.001387605813221078,-0.005633906214270334,0.03670104901815198,0.04845362078283251
deliverytime,6,485,RF,0.0002061792255676903,-0.05921229512462859,-0.015399206646410535,4.268892526626587,-0.04381308847821809,-0.006132921105450171,0.0005602518613310445,-0.0055726691008682605,0.02639176968446712,0.026597948910034808
deliverytime,6,485,tabICL,-0.000824742956259816,0.0017571110062255479,-0.0009711857909209476,2.9082155227661133,0.002728284754753163,-0.0002248395003916076,0.0006379472400234564,0.00041310773963185166,0.024948476761886752,0.024123733805626938
deliverytime,6,485,PartitionWise,-0.00804124394642938,-0.056273477531815594,-0.003964702975699269,0.14292263984680176,-0.05230877455611636,-0.000885497295888299,-0.001138387421609538,-0.0020238845742469773,0.017731975771717187,0.009690731825287808
deliverytime,6,485,TabPFN,-0.0016494854209349325,-0.0033935936671986634,-0.0011470969944085807,2.792431592941284,-0.0022465087151834207,-0.0002708640199193049,0.00022801686303039053,-4.284715688891022e-05,0.024123734297211638,0.022474248876276703
deliverytime,6,785,BetterCatBoost,0.008407628308435914,-0.003620654439599813,-0.0018458658550362216,6.684122562408447,-0.001774788584563558,-0.0004359181905332854,-0.00013248368228994668,-0.0005684000227539066,0.006496824124816117,0.01490445243325203
deliverytime,6,785,CheapBetterLGBMClassifier,0.007006357126175218,-0.0035351404392464647,-0.001980223905910861,1.7077722549438477,-0.0015549165333356041,-0.0006323274144157482,-0.00017314985646116056,-0.0008054754208075832,0.0050955529425554215,0.01210191006873064
deliverytime,6,785,XT,0.003566868593738337,-0.06533039077257792,-0.029975319666067434,3.6313486099243164,-0.03535507110651044,-0.011758190102015542,-0.0023077867049879327,-0.014065974956934148,0.00012740162527485264,0.0036942702190131903
deliverytime,6,785,RF,0.0021655940705803548,-0.07462689382644717,-0.01884538699866639,4.7357892990112305,-0.05578150682778077,-0.006618501496212281,-0.0015255503284840432,-0.008144049974627,0.0016560634989647351,0.0038216575695450895
deliverytime,6,785,tabICL,0.012866233260768235,0.0024183214264138163,0.0014477480044427615,3.1923906803131104,0.0009705679130988965,0.00027255078979358804,0.0003099028315472263,0.0005824536213408116,0.010955429077148438,0.02382166233791667
deliverytime,6,785,PartitionWise,0.008789797345544123,-0.011112888405906329,-0.003213524331279194,0.1457052230834961,-0.00789936407462708,-0.0008239574318129189,-0.0006084028881618075,-0.0014323584699054092,0.006878993161924326,0.015668790507468448
deliverytime,6,785,TabPFN,0.00891718682210157,0.0023974572001576157,0.00043833390144196736,3.051999092102051,0.00195911778984349,7.060380996603e-05,0.0005287107617437143,0.0005993145717097359,0.007006382638481771,0.01592356946058334
deliverytime,6,1271,BetterCatBoost,0.0052545824263665305,0.006107736009170561,0.00034167677241141446,7.649971961975098,0.005766059236759169,5.442608769241908e-05,0.000834190753677036,0.0008886180826474521,0.01321816964633159,0.018472752072698117
deliverytime,6,1271,CheapBetterLGBMClassifier,0.0014052721153572601,0.0032667567822809774,-0.000271927256574489,1.8504447937011719,0.0035386840388554885,-6.612129595300886e-05,0.0005294790767264385,0.0004633590220514239,0.009368859335322319,0.01077413145067958
deliverytime,6,1271,XT,0.008091083169627634,-0.021712636405106334,-0.009557408342213724,3.6190621852874756,-0.012155228062892553,-0.004128529126272762,-0.0004917020629890106,-0.004620229947983773,0.01534600880331181,0.023437091972939448
deliverytime,6,1271,RF,0.006042602509099134,-0.015277603350446778,-0.008634671115855464,3.468581199645996,-0.006642932234591325,-0.003238181125655193,-0.00021702630432158255,-0.0034552061886987838,0.014788959154803683,0.020831561663902813
deliverytime,6,1271,tabICL,0.0036220462303461994,0.0024927280442592404,7.295557332592795e-05,3.742716073989868,0.00241976463167215,1.2871007779688415e-05,0.0003316370138895769,0.00034450802166926533,0.01158563345031126,0.015207679680657457
deliverytime,6,1271,PartitionWise,-0.002596272013889376,-0.009229924419960045,-0.0016531092718372498,0.16380548477172852,-0.007576815148122773,-0.0003669756080845077,-0.0008329710768617022,-0.0011999454436682155,0.0053673152060756835,0.002771043192186307
deliverytime,6,1271,TabPFN,0.0017322821879950097,0.0030741544638633878,-5.9451668827636975e-05,2.8480589389801025,0.0031335982934298625,-1.2278458558198645e-05,0.0004073799343901785,0.00039510147583197985,0.009695869407960068,0.011428151595955078
deliverytime,6,2056,BetterCatBoost,0.022855798291768047,0.012266378310760218,0.0076589265511147085,7.9151692390441895,0.004607451759645553,0.001648192303221277,0.0007286355799782735,0.002376829926836707,0.017805388665645894,0.04066118695741394
deliverytime,6,2056,CheapBetterLGBMClassifier,0.02261225358874906,0.011159664102832211,0.008102356255443744,2.189891815185547,0.0030573078473884684,0.0017760249418227263,0.0005180804438620845,0.002294107429321962,0.01756184396262691,0.04017409755137597
deliverytime,6,2056,XT,0.019355575828513046,-0.030481220005191136,-0.010293906422780696,2.584157705307007,-0.020187313582410417,-0.005044351211740844,-0.00023848961703012427,-0.005282838785133812,0.013380946106292651,0.0327365219348057
deliverytime,6,2056,RF,0.0161885422635596,-0.006200810047737282,-0.003621328663093004,2.839001178741455,-0.0025794813846442997,-0.002401127000001646,0.00018445774213543266,-0.002216667214229054,0.010943721379434699,0.027132263642994304
deliverytime,6,2056,tabICL,0.021640437928429485,0.01024853886634478,0.00679104052294568,4.659075736999512,0.0034574935754842053,0.0015122403799112116,0.0005978080222929477,0.002110048402204154,0.01659002830230733,0.038230466230736816
deliverytime,6,2056,PartitionWise,0.0010610950848349604,-0.0038744593525400052,-0.0022319583204582828,0.1696639060974121,-0.0016425010320817112,-0.0004752678490626022,-0.00024472356656299874,-0.0007199893719884498,-0.003989314541287193,-0.002928219456452234
deliverytime,6,2056,TabPFN,0.024561090731162905,0.0103963330915539,0.006826859892106829,3.5957980155944824,0.0035694684315321747,0.0014616126697261477,0.0006820993449600827,0.002143712014686228,0.019510681105040756,0.044071771836203665
deliverytime,6,3326,BetterCatBoost,0.007670021579142265,0.007027473469638312,0.0007654842691086183,8.452592372894287,0.006261989200529683,0.00013738035834377494,0.0008338623924849132,0.0009712437864114575,0.018969916720871477,0.026639938300013738
deliverytime,6,3326,CheapBetterLGBMClassifier,0.006527300856102614,0.005182059734352906,0.0008885264756196554,2.4706780910491943,0.004293533258733284,0.0001719832650346087,0.000639018072338382,0.0008110023729557492,0.017827195997831825,0.024354496853934437
deliverytime,6,3326,XT,0.0017774534216312347,-0.04085016812030162,-0.016195876869139703,2.320272445678711,-0.02465429125116191,-0.00585691490684751,-0.000568856633034856,-0.006425770504299599,0.013498987918455746,0.01527644134008698
deliverytime,6,3326,RF,0.0012664905644477339,-0.02113631765876245,-0.011792577423028939,3.0393459796905518,-0.009343740235733467,-0.003967516360431416,-0.0005667481185052808,-0.004534263443353936,0.012806399784035593,0.014072890348483327
deliverytime,6,3326,tabICL,0.010073873981123204,0.006373323070924775,0.0009628186356724022,6.356061220169067,0.005410495808611526,0.0001430311092960962,0.0007717099068235284,0.0009147410161196246,0.021373769122852417,0.031447643103975624
deliverytime,6,3326,PartitionWise,-0.001681371425354418,-0.0020324383257501744,-0.0008586849100557737,0.18225479125976562,-0.0011737534156943564,-0.00018216824201564564,-0.0001241824656369267,-0.00030634967206980836,0.009618523716374791,0.007937152291020374
deliverytime,6,3326,TabPFN,0.00950289649443788,0.007940219099804979,0.0013730560608995134,5.01373028755188,0.0065671544122646195,0.0001093795825245214,0.0008866842952438087,0.0009960638777683274,0.02080279163616709,0.03030568813060497
deliverytime,6,5382,BetterCatBoost,0.015791808319242068,0.012970092579441294,0.0041693833152683605,9.957563161849976,0.008800709264172969,0.0008470895699254466,0.00122690111369948,0.0020739920468633515,0.021777238407971883,0.03756904672721395
deliverytime,6,5382,CheapBetterLGBMClassifier,0.01575541039701487,0.011802033471372842,0.004407412500650331,3.278620719909668,0.007394620970722521,0.0009354757113954143,0.0010743013313986942,0.002009778406032525,0.02174084048574468,0.037496250882759555
deliverytime,6,5382,XT,0.01073880837963148,-0.01862443431362896,-0.009745424637387635,2.5771472454071045,-0.008879009676241268,-0.00422382655307188,-7.396509469342893e-06,-0.0042312216993028035,0.017021480583977285,0.027760288963608763
deliverytime,6,5382,RF,0.012428980762061932,-0.011572465118354669,-0.004754256805038793,3.740528106689453,-0.0068182083133158326,-0.0022345515061576423,0.00043267295391145877,-0.001801877189007753,0.017894085262116305,0.030323066024178235
deliverytime,6,5382,tabICL,0.018058244204038357,0.011966708148952421,0.0040926303739987294,9.84562087059021,0.007874070402544165,0.0008249906549159913,0.0011042738795723594,0.0019292645344883453,0.02404367429276817,0.042101918496806535
deliverytime,6,5382,PartitionWise,-0.0020446337020565107,-0.001250479897820389,-0.0004354354516819314,0.1908423900604248,-0.0008150444461384465,-8.868116306247064e-05,-0.00012172100230336546,-0.00021040080212741952,0.0039407963866733035,0.0018961626846167926
deliverytime,6,5382,TabPFN,0.019285095657670958,0.014155287030549347,0.005012553631127114,8.489333868026733,0.009142726027012715,0.0010250123120851301,0.0012432927315586678,0.002268305043643801,0.025270525746400773,0.044555621404071724
deliverytime,6,8708,BetterCatBoost,0.018454227835213867,0.014949212987174632,0.005330631283608045,10.729295015335083,0.009618581703566586,0.0011349057592029755,0.0012805017804753654,0.002415409018430387,0.022566065690554925,0.04102029352576879
deliverytime,6,8708,CheapBetterLGBMClassifier,0.018488842852996908,0.013440522399313504,0.005225840827523531,3.920714855194092,0.008214681571789973,0.0011174090772811257,0.0011364483716443385,0.002253858927677496,0.022600680708337973,0.04108952356133488
deliverytime,6,8708,XT,0.011277065315424915,-0.01168189552662372,-0.005869867273469121,2.866956949234009,-0.0058120282531546556,-0.002785823123118611,7.864168666360805e-05,-0.002707179957702965,0.014883485764256788,0.026160551079681703
deliverytime,6,8708,RF,0.015502667461864867,-0.0063999455095087535,-0.0023985022354314433,4.688812255859375,-0.004001443274077266,-0.0016818523306795286,0.00045418712109911716,-0.0012276637308283821,0.019717986193541894,0.03522065365540676
deliverytime,6,8708,tabICL,0.01765088014998725,0.01334658564271075,0.004697349969015996,17.565590858459473,0.008649228743459147,0.001054264465056648,0.0011349088653698296,0.002189173330426478,0.02176271800532831,0.03941359815531557
deliverytime,6,8708,PartitionWise,0.0008147902958485911,-0.0005044203968735172,-3.906726960023477e-06,0.2204127311706543,-0.0005005136699135382,-2.6670594798328116e-06,-7.557393149303093e-05,-7.823951222083181e-05,0.004926628151189653,0.005741418447038245
deliverytime,6,8708,TabPFN,0.01991300427368431,0.01576232879053128,0.006137062311559948,15.472931861877441,0.00962525954873572,0.0013380336478391098,0.0012623577905838124,0.0026003914384229165,0.024024842129025375,0.04393784640270969
deliverytime,6,14090,BetterCatBoost,0.019957406458235363,0.018264584602127765,0.006085655610616969,15.39242696762085,0.012178928991510785,0.00134398696253768,0.0015611307914332796,0.0029051190880426347,0.02641591149242826,0.046373317950663615
deliverytime,6,14090,CheapBetterLGBMClassifier,0.021362658017404203,0.01838311861945391,0.0060613357510335255,5.386935234069824,0.012321782868420372,0.001301889442290896,0.0016096508162840334,0.002911541592646602,0.027821163051597105,0.04918382106900131
deliverytime,6,14090,XT,0.014052510583036923,-0.003985145321965877,-0.0018360700825140186,3.683922529220581,-0.002149075239451881,-0.0014433646334960082,0.0006735039099942525,-0.0007698593894300776,0.02071683502434161,0.034769345607378536
deliverytime,6,14090,RF,0.017310139699723386,0.0009462445777613793,0.0003641908196042487,6.425945281982422,0.0005820537581571417,-0.0007821352351835675,0.0009374925544229334,0.00015535865331103849,0.024052533695594562,0.04136267339531795
deliverytime,6,14090,tabICL,0.016146196220850083,0.015860184182682202,0.004834713134157009,34.21054196357727,0.011025463564468397,0.001096897914865555,0.0013875893618925023,0.002484487276758057,0.02260470125504298,0.03875089747589307
deliverytime,6,14090,PartitionWise,-0.0006032705391612434,-3.001120285209824e-05,-1.4599355899924671e-05,0.5877985954284668,-1.5411846952151365e-05,-3.178271971798763e-06,1.9505663021696094e-06,-1.2263715979593525e-06,0.005855234495031655,0.0052519639558704125
deliverytime,6,14090,TabPFN,0.020099353891809925,0.02007414104651741,0.006497790464919728,32.40090537071228,0.013576343097540878,0.0014537744316608897,0.0017110722527806765,0.0031648466844415605,0.02655785892600282,0.04665721281781275
deliverytime,6,22797,BetterCatBoost,0.01944121394567114,0.019927098089324413,0.00696179126164248,28.76183009147644,0.012965306827681922,0.0015658711937066526,0.001642495100578642,0.0032083676352125,0.02578852462713299,0.045229738572804136
deliverytime,6,22797,CheapBetterLGBMClassifier,0.020673670620336877,0.021047419091834284,0.00748983100036541,8.60133147239685,0.013557588091468864,0.0016630939047368371,0.0017076402975610611,0.0033707355432250896,0.02702098130179873,0.04769465192213561
deliverytime,6,22797,XT,0.015234347283086702,0.0008863303174270421,-0.0004444248000811446,4.9490966796875,0.0013307551175081977,-0.0009877785318572973,0.0007415426164229716,-0.00024623457450710927,0.02139306886325533,0.03662741614634203
deliverytime,6,22797,RF,0.017519817531465753,0.005417454963799762,0.0009314556711074951,9.858073711395264,0.004485999292692289,-0.0006374796435969332,0.0011188425431578775,0.00048136424048813854,0.024020643389741365,0.041540460921207126
deliverytime,6,22797,tabICL,0.016861837936270302,0.015285190941466287,0.005245518753162215,74.5064492225647,0.010039664730489516,0.0011557184036183666,0.0012857549234440823,0.0024414733270624487,0.02320914861773216,0.04007098655400246
deliverytime,6,22797,PartitionWise,0.0006184458675732814,6.431242704265649e-05,-6.970190134514276e-07,0.6628463268280029,6.500944605610792e-05,-8.124297997291751e-07,1.494254416095908e-05,1.4131455288432515e-05,0.006965756549035136,0.007584202416608418
deliverytime,6,22797,TabPFN,0.019800828751038616,0.01985999804359423,0.0074780647277360775,70.94567060470581,0.012381925858043586,0.0016845121429852755,0.0015739298759796017,0.00325844201896488,0.026148139432500474,0.045948968183539086
deliverytime,7,300,BetterCatBoost,-0.013000003099441526,-0.0031835271479959014,-0.0006087731735976487,6.136960983276367,-0.0025747539743982417,-0.00011338205768035292,-0.00025571281837091786,-0.00036909519890976973,0.020333354075749717,0.007333350976308188
deliverytime,7,300,CheapBetterLGBMClassifier,0.0006666612625122068,-0.0007909717459235021,-0.005923856355338037,1.4214246273040771,0.005132884609414546,-0.0015554450083118607,0.0014113477436738901,-0.00014409758749647366,0.03400001843770345,0.034666679700215655
deliverytime,7,300,XT,-0.01133333921432495,-0.13884242217809448,-0.0344056293604791,3.3102147579193115,-0.10443679281761535,-0.012631555232697062,-0.001227370047511872,-0.013858925603067434,0.02133335113525391,0.010000011920928956
deliverytime,7,300,RF,0.000333327054977417,-0.103346784505375,-0.021786655535200476,4.3207080364227295,-0.08156012897017444,-0.007906407084548917,-2.8814491956319356e-05,-0.007935221899363732,0.03233335057894389,0.0326666776339213
deliverytime,7,300,tabICL,-0.0006666668256123861,-0.0009690835881453086,-2.2190430086976852e-05,2.89719295501709,-0.0009469069846690992,-4.084169243773195e-06,0.0002369623045281835,0.0002328781352844117,0.03266669034957886,0.03200002352396648
deliverytime,7,300,PartitionWise,-0.006000006198883057,-0.21062130646675756,-0.006367449854714935,0.1806478500366211,-0.20425385661204257,-0.0015131096373260835,-0.0008959731112802322,-0.0024090830714648117,0.02733335097630819,0.021333344777425132
deliverytime,7,300,TabPFN,-0.003666667540868124,-0.006769321877084322,-0.001980906370602176,3.664999485015869,-0.004788429333092909,-0.00048195374508698817,-2.7568658891442137e-05,-0.0005095224039784318,0.029666689634323118,0.026000022093455
deliverytime,7,485,BetterCatBoost,0.0004123559932118836,-0.004348169215052433,-0.0034816854476825256,7.481775283813477,-0.0008664837673699078,-0.000751642062730562,-0.0001141374043226201,-0.0008657776712328258,-0.0006185479999817528,-0.0002061920067698675
deliverytime,7,485,CheapBetterLGBMClassifier,-0.002680423825057511,-0.008530098429183841,-0.008206121702850733,1.7947216033935547,-0.0003239767263331195,-0.0019892939417596456,-0.00012037437413446039,-0.0021096665200737606,-0.0037113278182511486,-0.00639175164330866
deliverytime,7,485,XT,-0.00020619495627806385,-0.08342190778387507,-0.041791907032683415,3.3038833141326904,-0.0416300007511917,-0.015689692517469843,-0.0018031862173552905,-0.017492876939004774,-0.0004123569763812812,-0.0006185519326593461
deliverytime,7,485,RF,-0.005979392209003882,-0.09177847182580005,-0.03626298250752523,4.320970296859741,-0.05551548931827486,-0.012197504659508793,-0.0029521438347665215,-0.015149646698454955,-0.006597925461444658,-0.01257731767044854
deliverytime,7,485,tabICL,-0.0028866020674558025,-0.006662358176478378,-0.0012948084756430722,3.056433916091919,-0.005367555417366854,-0.0003137543855100622,-0.0007628081268006903,-0.0010765625123107497,-0.00391750606064944,-0.006804108128105243
deliverytime,7,485,PartitionWise,-0.00041238057244684276,-0.07249491596912953,-0.009361939818769127,0.14339065551757812,-0.06313297615036045,-0.0025767881552529654,-0.0023850532332198443,-0.0049618395926524506,-0.0014432845656404797,-0.0018556651380873211
deliverytime,7,485,TabPFN,0.012989683003769705,0.0007103026355505304,-0.0006936118793401281,2.8015575408935547,0.0014039087983591324,-0.00022576096246844924,0.00035010899222676084,0.0001243480297583144,0.01195877901057607,0.024948462014345772
deliverytime,7,785,BetterCatBoost,0.0030573100800726826,0.0014757210725303116,-0.0007009010438098984,6.700210809707642,0.00217662211634021,-0.0001394841026440885,0.0003626565152283212,0.00022317386995576727,0.007515932648045243,0.010573242728117924
deliverytime,7,785,CheapBetterLGBMClassifier,-0.0024203927653610327,-0.0024859482712504045,-0.0019633623713355974,1.7071433067321777,-0.0005225858999148292,-0.00041794831851681147,-7.58253566441186e-05,-0.0004937722177893982,0.0020382298026115275,-0.0003821629627495042
deliverytime,7,785,XT,-0.0031847223354752657,-0.06630703232441353,-0.023078836869889995,3.5907199382781982,-0.043228195454523555,-0.008322903085113917,-0.002037708463740956,-0.010360610091483346,0.0016560656249902804,-0.0015286567104849842
deliverytime,7,785,RF,-0.0017834499383428295,-0.05586444905744435,-0.023904212179608343,4.721154451370239,-0.031960236877836036,-0.008263908039112505,-0.0020893857461188768,-0.010353292327859856,0.0008917327139787616,-0.0008917172243640681
deliverytime,7,785,tabICL,-0.0021656077378874373,-0.0018557510681494027,-6.141540919671896e-05,3.3144280910491943,-0.0017943426710306577,-1.1832490088836688e-05,-0.0002520540706920121,-0.00026388656078084327,0.0022930148300851225,0.00012740709219768564
deliverytime,7,785,PartitionWise,-0.0028025587652898898,-0.008731052049467647,-0.003669848875049575,0.15917372703552246,-0.005061203174418083,-0.0008914751693982037,-0.00045660553715715926,-0.0013480792491838366,0.0016560638026826703,-0.00114649496260722
deliverytime,7,785,TabPFN,-0.00229300055534217,0.0018163506079350022,-0.0003357498679852244,3.0929787158966064,0.002152093463842264,-6.46907504007338e-05,0.0004366807405285195,0.00037198999012778844,0.00216562201263039,-0.0001273785427117792
deliverytime,7,1271,BetterCatBoost,-0.0027559106744180512,-0.0001242585541491592,-0.001670877596382514,7.159999132156372,0.0015466190422333825,-0.0004458757983905659,0.0002392247468311237,-0.00020665019845991507,0.01150380129465925,0.008747890620241196
deliverytime,7,1271,CheapBetterLGBMClassifier,0.004081206157911665,0.0022161549320084905,-0.0005920762145249725,1.8418712615966797,0.0028082311465335076,-0.0002974093075158085,0.00045934760246768016,0.00016193914805140013,0.018340918126988966,0.02242212428490063
deliverytime,7,1271,XT,0.0028191980933524666,-0.021832778698626275,-0.01621054140481154,3.617331027984619,-0.005622237293814692,-0.005991436531482869,0.00021309715180671958,-0.005778338526576621,0.01684423308323172,0.019663431176584187
deliverytime,7,1271,RF,-0.001509966736169662,-0.021670412082999135,-0.011260231398585441,3.301872491836548,-0.010410180684413666,-0.004171383489093561,-0.0004299169665265334,-0.004601299602520559,0.012671622251201711,0.01116165551503205
deliverytime,7,1271,tabICL,0.0012598405672809272,0.0012288055134215604,-0.0007918406690642088,3.8424434661865234,0.002020636857318314,-0.0001904819351364301,0.00032148383146128194,0.00013100189632485188,0.015519552536358228,0.016779393103639156
deliverytime,7,1271,PartitionWise,-0.0011162645429929538,-0.006441434554337577,-0.0031569249356445004,0.16149353981018066,-0.0032845096186930266,-0.0007178965807595278,-0.00021898324350198007,-0.0009368789711619793,0.013143447426084347,0.012027182883091394
deliverytime,7,1271,TabPFN,-0.00047244387348805827,-0.0001696956696160601,-0.001609159000133098,2.9226317405700684,0.001439454005349583,-0.0003987864239185346,0.00022980201154338686,-0.0001689844123751477,0.013787268095589241,0.013314824222101184
deliverytime,7,2056,BetterCatBoost,0.021932995877777202,0.011222567044167076,0.00662622073009228,7.6945672035217285,0.004596346314074828,0.0013462620618530374,0.0007019344555528023,0.002048198381542357,0.019794026499216053,0.04172702237699326
deliverytime,7,2056,CheapBetterLGBMClassifier,0.020037902806557806,0.009424346439575359,0.006120453254070945,2.112868547439575,0.0033038931855044473,0.001269446177064218,0.0005647880873038219,0.0018342361285045572,0.01789893342799666,0.037936836234554475
deliverytime,7,2056,XT,0.012689853970469955,-0.021381990861833122,-0.01210538793128021,2.6500797271728516,-0.009276602930552935,-0.005465696738374376,-0.0006480189220136213,-0.0061137137962514795,0.010258322931649938,0.02294817690211989
deliverytime,7,2056,RF,0.013226904527471887,-0.014005200194558764,-0.008396404963955984,2.78279709815979,-0.005608795230602759,-0.003385278401747055,-0.0003102860527259332,-0.0036955625903364623,0.011136950946526083,0.02436385547399797
deliverytime,7,2056,tabICL,0.02227481338497012,0.011745285882632451,0.005681901938474487,4.754199743270874,0.006063378489133586,0.0011722455700437506,0.0008752091904554782,0.0020474547604992315,0.02013584400640897,0.04241065739137908
deliverytime,7,2056,PartitionWise,0.001312084619185618,-0.0035859587970418104,-0.0014813221916131325,0.1718001365661621,-0.002104636605428689,-0.0003353396508381457,-0.0002826634135650874,-0.0006180012002667129,-0.0008268847593755306,0.0004851998598100878
deliverytime,7,2056,TabPFN,0.026653548650405007,0.015012500726670796,0.008528208130058756,3.519871950149536,0.006484287141587652,0.0018690848981233992,0.0009248650655925061,0.0027939499637159053,0.024514579271843858,0.051168127922248875
deliverytime,7,3326,BetterCatBoost,0.018611695754928832,0.005564964216475865,0.001858120386613138,7.870149612426758,0.003706843829862738,0.00026933355009653437,0.000536403144935621,0.0008057387313488845,0.013680020980877597,0.03229171673580643
deliverytime,7,3326,CheapBetterLGBMClassifier,0.015303877231274734,0.004102826646189051,0.0017624409234203275,2.562459945678711,0.002340385722768712,0.0002850141487849067,0.000357441789577459,0.0006424579746791143,0.010372202457223503,0.02567607968849823
deliverytime,7,3326,XT,0.008752185274476985,-0.04686942967824141,-0.01945707031584378,2.306645154953003,-0.02741235936239763,-0.0076919662712283485,-0.001572269893146,-0.009264234128057599,0.0035201647554631127,0.012272350029940097
deliverytime,7,3326,RF,0.00851253131316158,-0.031178795669766023,-0.01434236876700119,3.230401039123535,-0.016836426902764833,-0.005480046456676951,-0.0010636060664119984,-0.006543650486772204,0.0034006760291525233,0.011913207342314104
deliverytime,7,3326,tabICL,0.01674757892132807,0.006217559001641848,0.0019835270010600038,6.56038761138916,0.004234027204645141,0.0003637916026281329,0.0005970100270342116,0.0009608016296623528,0.011815904147276835,0.0285634830686049
deliverytime,7,3326,PartitionWise,0.00517228500876801,-0.001979318803177843,-0.0007465011641479946,0.17410731315612793,-0.0012328176390298373,-0.0001847670345632657,-0.00017052287811625266,-0.0003552878763627726,0.00024061023471677845,0.00541289524348479
deliverytime,7,3326,TabPFN,0.017408872524342783,0.0076587154897034045,0.002742351477486271,5.033131122589111,0.004916359216280442,0.0005190146982904681,0.0006483416766898814,0.001167356374980344,0.012477197750291552,0.029886070274634337
deliverytime,7,5382,BetterCatBoost,0.022202910503472572,0.01654366685763694,0.007057107048618649,10.537592649459839,0.009486559809018325,0.00152385277515108,0.0012473748435471248,0.0027712293027462977,0.02298491513321366,0.04518782563668623
deliverytime,7,5382,CheapBetterLGBMClassifier,0.024005280377463543,0.016402671927063562,0.006924295456941942,3.337584972381592,0.009478376470121641,0.001449867668128882,0.0012778107686498424,0.0027276801208268196,0.024787285007204635,0.04879256538466818
deliverytime,7,5382,XT,0.01421300449083652,-0.01386209454361963,-0.008152877752775855,2.5760574340820312,-0.0057092167908437295,-0.003702371924404732,0.00022488780236700756,-0.003477482437989632,0.014455854548471217,0.028668859039307732
deliverytime,7,5382,RF,0.018746197348792494,-0.0026623735926162963,-0.002729867062886815,3.791498899459839,6.749347027051877e-05,-0.0020493555733569315,0.0007481414706525108,-0.0013012124186563279,0.019119124356053625,0.03786532170484611
deliverytime,7,5382,tabICL,0.017781728262104907,0.01217587904501628,0.005067411063654059,9.91334843635559,0.007108461836978297,0.001050075625675495,0.0009239655706412859,0.0019740411963167755,0.018563732891845996,0.03634546115395091
deliverytime,7,5382,PartitionWise,0.001112849424718769,-0.0011625020743050718,-0.000186846584498368,0.19774270057678223,-0.0009756554898066927,-4.3196912632420534e-05,-0.00014556648954787977,-0.00018876171813220766,0.0018948540544598603,0.0030077034791786287
deliverytime,7,5382,TabPFN,0.01989975529787564,0.01376085955666113,0.005825997580560349,8.506304740905762,0.00793485583171687,0.0012373259049903496,0.0010112678275301212,0.0022485937325204706,0.020681759927616734,0.04058151522549237
deliverytime,7,8708,BetterCatBoost,0.017570965541100637,0.013829618846484037,0.005562344531653307,11.07288146018982,0.008267274314830741,0.0011655410226055457,0.0011115269947299445,0.0022770693970497998,0.023289162094710176,0.04086012763581082
deliverytime,7,8708,CheapBetterLGBMClassifier,0.017536588172324712,0.012495530724059433,0.0045408357255470435,4.048761606216431,0.007954694998512379,0.0009307225141882231,0.0010966627701815058,0.002027386664084038,0.02325478472593425,0.04079137289825897
deliverytime,7,8708,XT,0.011783326875090332,-0.016925233193984736,-0.008500595366733121,3.0867176055908203,-0.00842463782725159,-0.003802129661558751,9.109619871263963e-05,-0.003711032083131796,0.017202837596420443,0.028986164471510773
deliverytime,7,8708,RF,0.01295426201657755,-0.010296291526563795,-0.00606764255640031,4.8212549686431885,-0.004228648970163462,-0.0027956074947085045,0.0004862635283848449,-0.002309342586609334,0.01804096713382964,0.03099522915040719
deliverytime,7,8708,tabICL,0.01692762082702514,0.011251843231853898,0.004028945457359867,17.249186515808105,0.007222890465152498,0.0008156375346388661,0.0009631175489822064,0.0017787550836210753,0.022645817380634682,0.03957343820765983
deliverytime,7,8708,PartitionWise,0.0006662168873190174,-0.00024248748979378566,-0.00019087817111621553,0.21783876419067383,-5.160931867754792e-05,-4.0357638890928246e-05,1.0498370499739673e-06,-3.930642212662538e-05,0.006384413440928558,0.007050630328247573
deliverytime,7,8708,TabPFN,0.017800602949137035,0.013271101296012134,0.004725303622462829,15.4979407787323,0.008545790364207762,0.0009744763460681732,0.0011134091510766413,0.0020878854971448117,0.02351879950274658,0.04131940245188361
deliverytime,7,14090,BetterCatBoost,0.02230658926297114,0.01741875125675184,0.008912775854573752,15.821007490158081,0.00850597540217809,0.002001629094735502,0.0010880419973733567,0.0030896730037723837,0.019396747952238565,0.041703337215209704
deliverytime,7,14090,CheapBetterLGBMClassifier,0.022995020955737557,0.017659935559951056,0.008816302113963781,5.403764247894287,0.008843633445987297,0.001985801335852716,0.0011492734739497966,0.003135076721466029,0.020085179645004975,0.04308020060074253
deliverytime,7,14090,XT,0.015053219174221952,-0.011011769551762817,-0.005777923681644781,3.698993682861328,-0.005233845870117992,-0.002939031956612653,0.00014928442222181815,-0.002789745622727313,0.012569211483678556,0.027622430657900505
deliverytime,7,14090,RF,0.01921219674300606,-0.0017240407139616277,-0.002342895638229814,6.563338756561279,0.0006188549242681862,-0.001758122722325145,0.0005126634932729995,-0.0012454573173886208,0.016579147143259042,0.035791343886265106
deliverytime,7,14090,tabICL,0.022001412610283468,0.01433846459356416,0.0076748563913468515,33.677621364593506,0.006663602929121248,0.0016494796955739883,0.0008249802355132424,0.0024744599310872334,0.019091571299550886,0.04109298390983435
deliverytime,7,14090,PartitionWise,0.0031440614807935704,-0.0005031499716800836,-0.00013785839491767816,0.5839178562164307,-0.00036529157676237214,-3.088365665617765e-05,-6.132321518604599e-05,-9.220496017869895e-05,0.000234220170060991,0.0033782816508545616
deliverytime,7,14090,TabPFN,0.021902050812926337,0.016750393404397757,0.008543354271203951,32.05955958366394,0.008207033860097735,0.0018788952170226748,0.0010070396810304416,0.0028859348980531134,0.01899220950219376,0.04089426031512009
deliverytime,7,22797,BetterCatBoost,0.022498619587976772,0.018983409647025794,0.008352360111960144,23.24004316329956,0.010631049535065695,0.00187419923891122,0.0013553455057053465,0.003229546399261848,0.023757527918969342,0.04625614750694612
deliverytime,7,22797,CheapBetterLGBMClassifier,0.022880246519437115,0.01977583338311446,0.008599388392970564,7.614626407623291,0.011176444990143919,0.0019341993762882564,0.0014165122524075675,0.003350713283341114,0.02413915485042968,0.0470194013698668
deliverytime,7,22797,XT,0.016353120616768423,-0.0038703911231281916,-0.0019351528593780753,5.111372709274292,-0.0019352382637501276,-0.0016324549774859142,0.000342192715721662,-0.0012902606071189676,0.01747603103205913,0.03382915164882755
deliverytime,7,22797,RF,0.01971745279557875,0.003319235172363466,-3.41549075461911e-05,10.130717992782593,0.0033533900799097016,-0.001078138508059931,0.0008643064422065944,-0.00021383041120803803,0.02092809210865042,0.04064554490422917
deliverytime,7,22797,tabICL,0.02027020408266656,0.01578650877109735,0.00714010708848598,72.92954421043396,0.008646395425676601,0.0015729776074592916,0.0010903836760091407,0.0026633612834684405,0.02152911241365913,0.04179931649632569
deliverytime,7,22797,PartitionWise,0.0017984227024043624,-0.00012482598085519214,-3.3287881881105544e-05,0.642082929611206,-9.15380989740533e-05,-7.919350908056066e-06,-1.4233941620847567e-05,-2.215163788361063e-05,0.003057331033396932,0.004855753735801294
deliverytime,7,22797,TabPFN,0.021906419391227023,0.0183660675696104,0.008304955005343206,70.97479176521301,0.010061106307332413,0.0018587017267034656,0.0012713632380172534,0.003130064964720722,0.023165327722219593,0.045071747113446615
deliverytime,8,300,BetterCatBoost,-0.010000011126200357,-0.01057876432158133,-0.006517165073475439,6.806642770767212,-0.004061599248105857,-0.001457887707744878,-0.00040835640705765285,-0.0018662427935662417,-0.003333320617675782,-0.01333333174387614
deliverytime,8,300,CheapBetterLGBMClassifier,-0.00033334136009216254,-0.005876129265697199,-0.004071419778241397,1.391700029373169,-0.0018047094874557468,-0.0010621097237822979,-5.8669455029318475e-05,-0.001120777857575333,0.006333349148432414,0.006000007788340251
deliverytime,8,300,XT,0.011999990940093994,-0.026482200290406228,-0.010443825587061927,3.3745944499969482,-0.0160383747033443,-0.004676112432347399,0.0001221097898748122,-0.004554001321236293,0.018000014623006187,0.03000000556310018
deliverytime,8,300,RF,0.006666657129923502,-0.05573216941842345,-0.010577791655669262,4.342580318450928,-0.04515437776275419,-0.004456445765680727,-0.0003095568767918527,-0.004766001321236299,0.011333347161610921,0.01800000429153442
deliverytime,8,300,tabICL,-0.008000003496805828,-0.004826989355838923,-0.0015120285582111482,2.8728346824645996,-0.003314968330817042,-0.0003083519606540623,-0.0004151365727496657,-0.0007234885334037259,-0.0013333129882812488,-0.009333316485087076
deliverytime,8,300,PartitionWise,-0.01633334517478943,-0.1675110907665701,-0.011223642852295296,0.18404698371887207,-0.15628744791427482,-0.0025878527780726053,-0.003073552908609599,-0.00566140436544592,-0.009666654666264854,-0.025999999841054278
deliverytime,8,300,TabPFN,-0.0010000034173329674,0.002450422909700256,-0.0009414026967253575,3.8579788208007812,0.003391818073236319,-0.00019832264011105104,0.0004420257875851062,0.00024370314747405517,0.00566668709119161,0.004666683673858644
deliverytime,8,485,BetterCatBoost,-0.015257746902937741,-0.018891086455197537,-0.004274005164972871,6.440011978149414,-0.014617081290224631,-0.000900736617856887,-0.0014981980339027977,-0.0023989332373015176,-0.010103083885822099,-0.025360830788759836
deliverytime,8,485,CheapBetterLGBMClassifier,-0.004742277528821807,-0.012167520898496298,-0.0052599545390008,1.6891167163848877,-0.006907566359495509,-0.001353559643664687,-0.0007649856716138547,-0.0021185439008203797,0.0004123854882938347,-0.004329892040527972
deliverytime,8,485,XT,-0.011958772128390282,-0.08390351855510804,-0.03814190604642327,3.2986180782318115,-0.0457616125086848,-0.013442865102888868,-0.002469348493495974,-0.015912212181926663,-0.005773181522015444,-0.017731953650405727
deliverytime,8,485,RF,-0.012164958236143763,-0.06937219423190519,-0.028412755770557196,4.347146272659302,-0.04095943846134801,-0.009349417222018302,-0.0032420632701282647,-0.012591479077688414,-0.00680411009444404,-0.018969068330587802
deliverytime,8,485,tabICL,-0.004536084047297842,-0.010285094613090618,-0.0013315737116662563,3.0031511783599854,-0.008953528077770135,-0.00030793594868527564,-0.0011270219642553815,-0.0014349579129406542,0.0006185789698178012,-0.0039175050774800406
deliverytime,8,485,PartitionWise,0.011752566848833537,-0.13298530652551505,-0.0036126828891443474,0.14376425743103027,-0.12937262363637067,-0.0012223347859928375,-0.0009043588253479895,-0.002126692196882665,0.01690722986594918,0.028659796714782713
deliverytime,8,485,TabPFN,-0.0026804159597023248,-0.015577359643847655,-0.003471770009252828,2.783355236053467,-0.012105596810940599,-0.0009292905996601625,-0.0009902686744474754,-0.001919559274107635,0.002474247057413318,-0.00020616890228900703
deliverytime,8,785,BetterCatBoost,0.029554129558004395,0.015118742756142545,0.008930320355978483,9.07657790184021,0.006188422400164051,0.001721744701355271,0.0009681509352087392,0.0026898979578706935,0.020000013272473766,0.049554142830478154
deliverytime,8,785,CheapBetterLGBMClassifier,0.03171973425871248,0.013742554762672244,0.006061587932117307,1.8058161735534668,0.007680966830554925,0.0007394545024479088,0.0010890009377917064,0.0018284577615462956,0.02216561797318185,0.053885352231894335
deliverytime,8,785,XT,0.022802537717636982,-0.029660853587179493,-0.007592557028784019,3.6458446979522705,-0.022068296558395494,-0.004258926595899748,-0.00034799949045034585,-0.004606923765043419,0.013885363955406627,0.03668790167304361
deliverytime,8,785,RF,0.02203820632521514,-0.0184564433369249,-0.004659193253895566,4.740320682525635,-0.0137972500830293,-0.0030552181741021504,-0.0006054517197497028,-0.0036606675725451817,0.01159237008185903,0.03363057640707417
deliverytime,8,785,tabICL,0.04025476783703846,0.022941723448219868,0.016648511252919117,3.1724281311035156,0.00629320849027557,0.0035670587496393095,0.0012290906388524674,0.004796149388491775,0.030700651551507842,0.0709554193885463
deliverytime,8,785,PartitionWise,0.00840763104189733,-0.008368476049775387,0.0009262065317071966,0.15914511680603027,-0.009294682581482527,0.00012897418656318825,-0.0009345819407135747,-0.0008056054328437062,-0.0011464852436332954,0.007261145798264035
deliverytime,8,785,TabPFN,0.04050954527156368,0.026618371469177744,0.01802523498355916,3.0598230361938477,0.008593132780593404,0.004054849878380637,0.0014462320233265575,0.005501081901707186,0.030955428986033057,0.07146497425759674
deliverytime,8,1271,BetterCatBoost,0.013450963151147563,0.0018888213739567839,0.0009842570291957674,6.887413740158081,0.0009045643447609941,0.00015790648638418502,0.0001907556485370221,0.00034866415274651395,0.00881921302357518,0.02227017617472274
deliverytime,8,1271,CheapBetterLGBMClassifier,0.017706951375763707,0.005305923059462603,0.003300725252809589,1.9353139400482178,0.002005197806653025,0.000673715899151131,0.0003338986142169181,0.0010076165311933617,0.013075201248191327,0.030782152623955034
deliverytime,8,1271,XT,0.006605516819926679,-0.04062621697035725,-0.02176315383900047,3.6398680210113525,-0.018863063131356793,-0.008385792558713592,-0.0012324717826341259,-0.0096182623235224,0.004180034613819131,0.010785551433745811
deliverytime,8,1271,RF,0.007940084486992727,-0.03573937139900035,-0.013459408974501041,3.5120749473571777,-0.022279962424499367,-0.0048959429026656925,-0.001013788407271729,-0.0059097292921121095,0.0037035786025185853,0.011643663089511312
deliverytime,8,1271,tabICL,0.014163646634316693,0.0053938187284854,0.0012305737289255991,3.5339252948760986,0.004163240132839863,0.0002317719529006862,0.0006686375356686647,0.0009004094885693536,0.009531896506744308,0.023695543141061003
deliverytime,8,1271,PartitionWise,0.0058258333691332985,-0.007847421986619973,-0.0040794151528234955,0.14758944511413574,-0.003768006833796489,-0.0010410054372221671,-0.00036708992632115967,-0.0014080933457180146,0.001194083241560916,0.007019916610694216
deliverytime,8,1271,TabPFN,0.009123658535748109,0.003828784336642932,0.0006915834300416423,3.015413284301758,0.003137196039881318,0.0001263733928649563,0.0005078359585752451,0.0006342093514402041,0.004491908408175727,0.013615566943923834
deliverytime,8,2056,BetterCatBoost,0.01746201356432258,0.005527401935491139,0.003530747590988281,7.823432683944702,0.001996654344502835,0.0006649160951920391,0.0003329440332679845,0.0009978622922497433,0.010462769695411111,0.027924783259733688
deliverytime,8,2056,CheapBetterLGBMClassifier,0.012744537479463577,0.0032925138395974883,0.0031470581366539684,2.2401843070983887,0.00014545570294350886,0.0005809758226152844,5.367937222199304e-05,0.0006346573586269944,0.005745293610552112,0.01848983109001569
deliverytime,8,2056,XT,0.00811965964567179,-0.047962717519355935,-0.018067245878920536,2.5571489334106445,-0.02989547164043539,-0.006995736933354832,-0.0014970992669165184,-0.008492834036481631,0.001460457557633122,0.00958011720330491
deliverytime,8,2056,RF,0.013865058844993946,-0.024881605871458844,-0.009439087192357832,2.7915687561035156,-0.015442518679101024,-0.0039782659558930625,-0.0008689527198308455,-0.0048472165119341935,0.005406669280593959,0.019271728125587907
deliverytime,8,2056,tabICL,0.015031880841204387,0.0036844423644479376,0.002894829657618181,4.421348571777344,0.0007896083988461533,0.00045755964545480534,0.00023537908269385122,0.0006929387281486594,0.00803263697229292,0.02306451781349731
deliverytime,8,2056,PartitionWise,0.009140489133540354,-0.0029096459587344193,-0.0012152353132249716,0.1756906509399414,-0.0016944106455094477,-0.000303874156252279,-0.00018994798762990428,-0.0004938199800924553,0.0021412452646288878,0.011281734398169242
deliverytime,8,2056,TabPFN,0.01668685431689692,0.004535450176911371,0.0032828323289246343,3.650182008743286,0.0012526135400031558,0.0005594105776900559,0.00024963870912540764,0.0008090492868154636,0.009687610447985454,0.026374464764882376
deliverytime,8,3326,BetterCatBoost,0.0216492458797981,0.014364852584080068,0.006333867698021656,9.308789253234863,0.008030984886058402,0.0012850908374912207,0.001105316171564208,0.002390409008370853,0.017317720126948523,0.03896696600674662
deliverytime,8,3326,CheapBetterLGBMClassifier,0.020117082345019768,0.011000677779023804,0.005355808749174229,2.6711843013763428,0.005644869029849587,0.00106294561877448,0.0008034606738527683,0.0018664082919426616,0.015785556592170187,0.03590263893718996
deliverytime,8,3326,XT,0.01587743130122986,-0.024674034997295147,-0.01312703328129845,2.2981157302856445,-0.011547001715996697,-0.005909755256331833,-0.00030401891849023697,-0.006213772175506646,0.011996897571513076,0.027874328872742937
deliverytime,8,3326,RF,0.014824392691450767,-0.019707072597688436,-0.009107898331783371,3.025498867034912,-0.010599174265905087,-0.004119485573114784,-0.00016141912069745634,-0.004280902694496819,0.010583363113202205,0.02540775580465297
deliverytime,8,3326,tabICL,0.02300240444489419,0.012222169985906129,0.0041052489181385154,6.213770866394043,0.008116916130193729,0.0008016159475359774,0.0011459160835987803,0.0019475320311347576,0.018670878692044614,0.041673283136938806
deliverytime,8,3326,PartitionWise,-0.00033034381390791446,-0.003025993140302996,-0.0016491221893592868,0.17892193794250488,-0.0013768709509437427,-0.0003603474041592586,-0.00020726804964798785,-0.0005676134544918166,-0.004661869566757494,-0.004992213380665409
deliverytime,8,3326,TabPFN,0.023334271800841296,0.01468904776217681,0.006277553656734325,5.010042190551758,0.008411489167868602,0.0012918019894289396,0.0011303886272982732,0.00242219061672721,0.019002746047991723,0.04233701784883302
deliverytime,8,5382,BetterCatBoost,0.022706063655345343,0.017820162017917328,0.007740355455904013,10.833866119384766,0.010079806562013339,0.0017137110586344345,0.0013729796709026714,0.0030866924138086504,0.02348444400864734,0.04619050766399267
deliverytime,8,5382,CheapBetterLGBMClassifier,0.020420802242551068,0.015765197322644142,0.006608306729370928,3.2830677032470703,0.009156890593273192,0.0014455163936440778,0.0012607553851678444,0.002706273463083467,0.021199182595853062,0.04161998483840413
deliverytime,8,5382,XT,0.014622150925838153,-0.017345131314846617,-0.006564581945561298,2.5248303413391113,-0.01078054936928532,-0.0032372837914296957,-1.5061187603770953e-05,-0.0032523432947619254,0.01616228489142498,0.030784435817263135
deliverytime,8,5382,RF,0.01590445408810391,-0.004720909778650151,-0.0040263162191412575,3.7607388496398926,-0.0006945935595088493,-0.002142311669594177,0.0005253282380232038,-0.0016169817472994341,0.017389119308131692,0.0332935733962356
deliverytime,8,5382,tabICL,0.021366827923605718,0.01496774283700274,0.006067080330316688,9.785841226577759,0.008900656363157488,0.0012835734834791197,0.0012079550339203105,0.00249152851739943,0.02214520827690771,0.04351203620051343
deliverytime,8,5382,PartitionWise,-0.0011491118224143068,-0.0018509713664982773,-0.0009504577313405149,0.1911172866821289,-0.0009005136351577403,-0.00019545983222885588,-0.00013922136666815187,-0.000334679514625455,-0.00037073146911231205,-0.0015198432915266183
deliverytime,8,5382,TabPFN,0.024433811079081335,0.018599282886931613,0.008013571062720482,8.486229658126831,0.010585705680682534,0.0017412167007322427,0.0013820188126808463,0.003123235513413092,0.02521219143238333,0.04964600251146466
deliverytime,8,8708,BetterCatBoost,0.02702192325257327,0.01862206978671379,0.009124572379825547,12.058981895446777,0.009497497406888256,0.0019850649096321365,0.0012451671563797977,0.0032302341395879786,0.021485914976489537,0.04850783822906281
deliverytime,8,8708,CheapBetterLGBMClassifier,0.02620641885569124,0.01747373529778461,0.008947159001971993,4.074378490447998,0.008526576295812627,0.0019675370907344864,0.0011332683682504173,0.003100807532560948,0.02067041057960751,0.04687682943529875
deliverytime,8,8708,XT,0.021658643004532813,-0.010009957693365134,-0.0034549717982607976,2.934309244155884,-0.00655498589510436,-0.002902806556588164,0.00020830875376561808,-0.002694495729246499,0.01591602152700597,0.03757466453153878
deliverytime,8,8708,RF,0.023668559361912072,-0.0023847541356469383,0.00040470621943157204,4.727647066116333,-0.002789460355078488,-0.0011036741211497725,0.0006156922680122329,-0.0004879797795615037,0.018924743663654875,0.04259330302556695
deliverytime,8,8708,tabICL,0.024426027635116504,0.015641653153376223,0.006906110437052693,17.08591318130493,0.008735538063011505,0.0014275660849416532,0.001122150618580947,0.0025497167035226005,0.018890019359032777,0.04331604699414928
deliverytime,8,8708,PartitionWise,0.005444027726185169,-0.0005394420576098069,-0.0002242669773419137,0.21447157859802246,-0.0003151750802678932,-5.058807663446963e-05,-5.261532554601267e-05,-0.00010320132860442976,-9.198054989856013e-05,0.00535204717628661
deliverytime,8,8708,TabPFN,0.025872588038641918,0.016781941385705566,0.008015634549600937,15.68185544013977,0.008766302182792618,0.0016792121247015234,0.0011433525255481747,0.0028225646502496927,0.020336579762558187,0.0462091678012001
deliverytime,8,14090,BetterCatBoost,0.026430080459843807,0.019199880650059307,0.008796929047057912,17.13117527961731,0.01040295160300143,0.0018988276862657721,0.0013337530848576862,0.003232582822809249,0.021249124883674746,0.04767920534351856
deliverytime,8,14090,CheapBetterLGBMClassifier,0.02750176240401204,0.020381611269484567,0.009710705899695627,5.582492113113403,0.01067090536978894,0.0021462038214846877,0.0013645928954103131,0.0035107987685807835,0.022320806827842977,0.04982256923185502
deliverytime,8,14090,XT,0.018779265635228477,-0.00823559669995938,-0.004650176269108741,3.7017295360565186,-0.0035854204308506388,-0.002958149674113042,0.00019961312061924364,-0.0027585345018080187,0.014102213199972851,0.03288147883520133
deliverytime,8,14090,RF,0.022476923262675322,-0.0003028560883127196,-0.0013475759654759888,6.615951061248779,0.0010447198771633137,-0.0019132967445333522,0.0006127193425260275,-0.001300575350321534,0.017445009240366367,0.039921932503041685
deliverytime,8,14090,tabICL,0.02510999873481463,0.01637406853921486,0.0077742577426817335,33.99414372444153,0.008599806059427506,0.0016617684055984295,0.0010803033943716706,0.0027420717999701,0.019929043158645576,0.04503904189346021
deliverytime,8,14090,PartitionWise,0.004598990495193081,-6.14147951202071e-05,-3.5874966431392875e-05,0.5758428573608398,-2.5539828688780906e-05,-1.3173958548193254e-05,-3.168024824690141e-06,-1.6339931687089915e-05,-0.0005819650809759788,0.004017025414217102
deliverytime,8,14090,TabPFN,0.02684882014587976,0.020478659381901,0.009735650187168144,31.818621397018433,0.01074300445762727,0.0021396168188381665,0.0013604785578449797,0.0035000953766831516,0.021667864569710704,0.048516684715590466
deliverytime,8,22797,BetterCatBoost,0.02803426038077193,0.021407790431991213,0.010159475514744276,24.719463109970093,0.011248314917246949,0.0022970135446224614,0.0014468802700267098,0.003743895796530702,0.023985506597496598,0.05201976697826853
deliverytime,8,22797,CheapBetterLGBMClassifier,0.0269859104903874,0.021092557603462868,0.010245920916614104,7.785058975219727,0.010846636686848765,0.0023130055547463694,0.001382270711240352,0.003695278247868236,0.022937156707112067,0.04992306719749946
deliverytime,8,22797,XT,0.020230691059753805,-0.0015428557634310724,-0.002245881223220092,5.208605527877808,0.0007030254597890195,-0.0020538841050258966,0.0004999476862555807,-0.0015539344368887958,0.015936279650241643,0.036166970709995444
deliverytime,8,22797,RF,0.022967819597270452,0.003537799362255278,0.00039177724316118433,10.270387649536133,0.003146022119094094,-0.0012096872989738189,0.0008499316346352121,-0.0003597536824570813,0.01884450214440681,0.04181232174167726
deliverytime,8,22797,tabICL,0.02433199262480869,0.016233197312675363,0.007402242651822566,74.43854260444641,0.008830949656543841,0.0016009699985862352,0.001144579747417332,0.0027455497460035644,0.02028323884153336,0.044615231466342054
deliverytime,8,22797,PartitionWise,0.00590427213841367,0.0001878486196666973,0.0002341621162852303,0.6620874404907227,-4.63134966184997e-05,4.0697160732078296e-05,-6.667860756806588e-06,3.403128185680282e-05,0.0018555183551383359,0.007759790493552005
deliverytime,8,22797,TabPFN,0.02595061958547885,0.019464395674832703,0.00943125835508717,71.79937839508057,0.010033132315436576,0.0020914350988754634,0.0012962987621878668,0.0033877338610633274,0.02190186580220351,0.04785248538768236
deliverytime,9,300,BetterCatBoost,-0.015000009934107461,-0.007353633253675601,-0.007170263124463355,6.327650785446167,-0.00018337012921224304,-0.001830883280891394,3.3389758917915654e-05,-0.0017974928172727375,0.0016666805744171148,-0.013333329359690352
deliverytime,9,300,CheapBetterLGBMClassifier,0.008666659196217856,0.002182717650601762,0.0018211676171531355,1.4304678440093994,0.000361550033448646,9.041564639410694e-05,0.00028341799428495895,0.0003738343453798053,0.025333349704742436,0.03400000890096029
deliverytime,9,300,XT,-0.00900000770886739,-0.048342615749805994,-0.04498098115356865,3.3381943702697754,-0.0033616345962373118,-0.016796148852848893,-0.00028300070470074973,-0.017079148852848898,0.010333349307378132,0.0013333415985107423
deliverytime,9,300,RF,-0.006666675408681234,-0.04186584198286998,-0.04315014394684377,4.343975067138672,0.00128430196397383,-0.015205778482478515,-3.3037741737793753e-05,-0.015238815519515569,0.008333348035812378,0.0016666726271311431
deliverytime,9,300,tabICL,-0.00800000270207723,-0.007605485316459037,-0.0017527180501259398,2.940263509750366,-0.005852777159555444,-0.00035133269305030745,-0.0007440907962154616,-0.001095423489265769,0.00866668780644735,0.0006666851043701183
deliverytime,9,300,PartitionWise,-0.01733334143956502,-0.23689901215550155,-0.014227176146657717,0.1780552864074707,-0.22267183600884383,-0.003513322088358231,-0.003224743502881165,-0.006738064886538643,-0.0006666509310404453,-0.01799999237060547
deliverytime,9,300,TabPFN,0.0043333303928375245,0.0016923981258335746,4.1194996393018046e-05,3.618084669113159,0.0016511932362181958,-2.3103154574830724e-05,0.00044702010374748913,0.000423916949172657,0.0210000209013621,0.025333351294199623
deliverytime,9,485,BetterCatBoost,0.024329884519282075,0.01157583911625385,0.00998995599449674,7.450766563415527,0.0015858831217571202,0.002043266697762691,0.0002829357925916154,0.0023262049217783144,0.012989702175572975,0.03731958669485505
deliverytime,9,485,CheapBetterLGBMClassifier,0.023917516728037408,0.011167218714194294,0.012928524061916169,1.7629947662353516,-0.0017613053477218532,0.0033432522469549293,-0.00011762359223330688,0.0032256310861456415,0.012577334384328311,0.03649485111236572
deliverytime,9,485,XT,0.022474217414855956,-0.02402460677470706,-0.011258453834424986,3.3222739696502686,-0.012766152940282027,-0.00619228192741485,-0.0005268752836576921,-0.006719154779648529,0.009690735757965401,0.03216495317282136
deliverytime,9,485,RF,0.02371133012869923,-0.04760219975277691,-0.0052860820953821944,4.2594945430755615,-0.042316117657394695,-0.0036018122825122153,-0.001085271618136499,-0.004687081469224705,0.011340219704146236,0.035051549832845474
deliverytime,9,485,tabICL,0.01752576606789815,0.007093520612417137,0.007620495500301893,2.9737298488616943,-0.0005269781713924893,0.0016162943210183967,-3.4001164051905566e-05,0.0015822931569664856,0.0061855837241890504,0.0237113497920872
deliverytime,9,485,PartitionWise,0.008659779165208954,-0.018860025460320638,-0.00916878418370658,0.14469504356384277,-0.009691241276614054,-0.002697195529973259,-0.0009360252354933804,-0.0036332183340426344,-0.0026804031785001457,0.005979375986708809
deliverytime,9,485,TabPFN,0.021237107650520875,0.010049293697312028,0.01203653164527621,2.8566977977752686,-0.0019872412314719035,0.0028597476728951785,-0.00019911197212179184,0.0026606357007733896,0.009896925306811775,0.031134032957332653
deliverytime,9,785,BetterCatBoost,0.01324839318633839,0.0004043810566058736,0.000846433774906108,7.462469100952148,-0.0004420527183002343,-0.00011941947927394391,-6.47624952302861e-05,-0.00018417949611843065,0.0011465062001708207,0.014394899386509208
deliverytime,9,785,CheapBetterLGBMClassifier,0.01834393732107369,0.0028121256199431397,0.002793986906174084,1.8004231452941895,1.813871376902254e-05,0.00045928140821944465,2.3958975395249606e-05,0.00048324286200049637,0.006242050334906121,0.02458598765597981
deliverytime,9,785,XT,0.006878970383079189,-0.0461912156769199,-0.023655620672460465,3.5907859802246094,-0.022535595004459397,-0.009329075372936405,-0.0020922600863121977,-0.011421332980862803,-0.006369413691721145,0.0005095566913580436
deliverytime,9,785,RF,-0.0003821772374924577,-0.0452712508974595,-0.022955433402172896,4.73004937171936,-0.022315817495286626,-0.008302649329058142,-0.0020388276730071734,-0.010341474523679514,-0.009554128434248032,-0.009936305671740489
deliverytime,9,785,tabICL,0.014904449699790611,0.002047734142743107,0.0014478213372010496,3.1805508136749268,0.0005999097017991506,0.0002476406206560755,0.00013761481946441,0.0003852554401204855,0.0028025627136230467,0.017707012413413666
deliverytime,9,785,PartitionWise,0.013757947144235016,-0.048163312530078405,-0.005723749153870261,0.1604769229888916,-0.04243956337620817,-0.001698746324275216,-0.0007294360530672866,-0.0024281798989566976,0.0016560601580674476,0.015414007302302463
deliverytime,9,785,TabPFN,0.020764319760024928,0.002217375890339268,0.0022490699483596723,3.0910329818725586,-3.169716176332216e-05,0.00042018246166645735,0.0001412791339383962,0.0005614615956048508,0.00866243277385736,0.029426752533882283
deliverytime,9,1271,BetterCatBoost,0.02053233135992571,0.009683501444302888,0.004836357424524795,7.322810173034668,0.0048471440197780935,0.0009524885778250697,0.0007097463630326428,0.001662237007609879,0.015107003958924272,0.03563933531884998
deliverytime,9,1271,CheapBetterLGBMClassifier,0.017771795855750817,0.006261010058592875,0.002474337207074273,1.9392881393432617,0.003786672851518591,0.0004582693994067688,0.0005762416871145954,0.0010345131532735364,0.012346468454749382,0.030118264310500204
deliverytime,9,1271,XT,0.01958776215482167,-0.010956936542918728,-0.006211236260321951,3.614894151687622,-0.004745700282596799,-0.0039114722261195025,-5.817642731004436e-05,-0.003969646586677383,0.013215390956749678,0.03280315311157135
deliverytime,9,1271,RF,0.009913529264203592,-0.022010021485436893,-0.015450194927900996,3.3719184398651123,-0.00655982655753592,-0.006269213567275392,-0.00041979706786723637,-0.006689008568390456,0.006140818459321011,0.016054347723524605
deliverytime,9,1271,tabICL,0.018564759310848538,0.007878036661300169,0.0030677560099916733,3.7224466800689697,0.0048102759718753885,0.0005719553436971836,0.0006562526313672823,0.0012282079750644604,0.013139431909847099,0.031704191220695635
deliverytime,9,1271,PartitionWise,-0.010144526710365958,-0.013901457188687816,-0.007719473205020766,0.16527104377746582,-0.006181983983667072,-0.0016747556037261524,-0.0008390725916380598,-0.0025138261286120427,-0.015569854111367399,-0.025714380821733357
deliverytime,9,1271,TabPFN,0.01762450897014489,0.010573310067763287,0.004097182216699613,2.8965063095092773,0.006476123171630588,0.0008297207246892424,0.0009290067254933365,0.0017587274501825734,0.012199181569143453,0.02982369053928834
deliverytime,9,2056,BetterCatBoost,0.021886458443488088,0.008463740100603379,0.0058397245790205886,7.740662336349487,0.002624015521582812,0.0012016259887044078,0.00041225392327690346,0.0016138822855646857,0.011484431875500254,0.03337089031898834
deliverytime,9,2056,CheapBetterLGBMClassifier,0.01707201086480497,0.005853142882128404,0.00488073206037406,2.1531128883361816,0.0009724108217543769,0.0010043852906016614,0.00016945282495128556,0.0011738404891363213,0.006669984296817135,0.02374199516162211
deliverytime,9,2056,XT,0.013036391170076742,-0.04109155805100458,-0.013440707758642234,2.55971097946167,-0.02765085029236234,-0.005845382639044772,-0.0011223286648665038,-0.006967708930327915,0.0014670715519181923,0.014503462721994934
deliverytime,9,2056,RF,0.016925908941326322,-0.021519575561418314,-0.00532991823373582,2.7142460346221924,-0.016189657327682495,-0.0029647086048660344,-0.0007538954357334593,-0.0037186016670161222,0.005502456764257642,0.022428365705583965
deliverytime,9,2056,tabICL,0.021641380382998357,0.005253766436986074,0.004766388163800139,4.609550714492798,0.00048737476827034334,0.0009799294640544798,0.00019819358870719616,0.0011781230527616704,0.011239353815010521,0.032880734198008875
deliverytime,9,2056,PartitionWise,0.01113149220467042,-0.0011255430232158692,0.0003067251270104543,0.17435097694396973,-0.0014322681502263123,1.4220408557349962e-05,-0.00019101420954984737,-0.00017679142740912034,0.0007294656366825811,0.011860957841353
deliverytime,9,2056,TabPFN,0.020914051415346753,0.006802484732808889,0.005181414611863344,3.49629545211792,0.0016210666160299647,0.0010668973363466006,0.0003178100677933865,0.001384707404139987,0.010512024847358917,0.031426076262705674
deliverytime,9,3326,BetterCatBoost,0.02387083434238187,0.01363269122863967,0.006282450799352602,8.731558799743652,0.007350240429287091,0.001269742717922892,0.001016545591086726,0.0022862904749840983,0.01683615430743064,0.04070698864981251
deliverytime,9,3326,CheapBetterLGBMClassifier,0.023661121464423774,0.01228892525219497,0.006509748720033281,2.578545093536377,0.005779176532161712,0.0013747903809326807,0.0008457739229882022,0.002220566469895377,0.016626441429472547,0.040287562893896324
deliverytime,9,3326,XT,0.016717097591020393,-0.019852650027090635,-0.01473046265967617,2.3103582859039307,-0.005122187367414477,-0.0065276688451850196,-0.00016911599659709398,-0.006696782675807628,0.010012657219241373,0.026729754810261762
deliverytime,9,3326,RF,0.01602482577747704,-0.014875325478296708,-0.008173865795153645,3.0338025093078613,-0.006701459683143063,-0.0037654550173220696,0.00010531093660178237,-0.003660141914745807,0.010101482263386901,0.026126308040863938
deliverytime,9,3326,tabICL,0.02269871916262003,0.011614827070867617,0.004620262270839881,6.472461462020874,0.006994560500407243,0.0009409359096542918,0.0008791141258841257,0.0018200500355384148,0.0156640391276688,0.038362758290288825
deliverytime,9,3326,PartitionWise,0.0039384338931593346,-0.0034941565137093676,-0.001188652694498782,0.18931841850280762,-0.0023055038192105635,-0.0002667475927518481,-0.0003490931456565316,-0.0006158385724338827,-0.0030962461417918955,0.0008421877513674389
deliverytime,9,3326,TabPFN,0.02251768172706451,0.012956047889087186,0.005556149268815269,5.106605768203735,0.007399894320651435,0.0011089272811852762,0.0009272787659923732,0.0020362060471776494,0.015483001692113283,0.0380006834191778
deliverytime,9,5382,BetterCatBoost,0.021684327443655543,0.013599780881090285,0.0070704091278172235,10.658483028411865,0.006529371753273061,0.001452948271232385,0.0009156419695519974,0.0023685921198719983,0.019302856495842298,0.040987183939497844
deliverytime,9,5382,CheapBetterLGBMClassifier,0.020123662924594794,0.013082863196108796,0.006523971436550591,3.327873706817627,0.0065588917595582165,0.0013821775254042907,0.0009247394099200418,0.002306918814411954,0.017742191976781542,0.03786585490137634
deliverytime,9,5382,XT,0.012355700750826582,-0.031063741384357513,-0.008622935887075888,2.5969457626342773,-0.022440805497281634,-0.003989788150328455,-0.0004841910344854622,-0.004473977305726312,0.010271592727790473,0.02262729347861706
deliverytime,9,5382,RF,0.016017237702723612,-0.007784290020361273,-0.004893616592151873,3.769253969192505,-0.002890673428209367,-0.0027899574807424333,0.00014726018908176874,-0.0026426954125730482,0.013264174470466544,0.029281412173190156
deliverytime,9,5382,tabICL,0.01895183295852264,0.010210356716748891,0.0041634047695417896,9.786674976348877,0.0060469465494138895,0.0008014523529238426,0.0008486986988151535,0.0016501510517390016,0.016570362010709393,0.03552219496923204
deliverytime,9,5382,PartitionWise,0.0018243434674711533,-0.0013669901754228997,-0.0007942434629844786,0.18938970565795898,-0.0005727467124384544,-0.00017179215580691854,-8.79967449499558e-05,-0.0002597870216692527,-0.0005571274803420936,0.0012672159871290598
deliverytime,9,5382,TabPFN,0.02398723086018418,0.014638067656508148,0.007555334229870425,8.5050687789917,0.0070827280288445205,0.0015903997346861515,0.0010003834420558467,0.002590783176742001,0.02160575991237093,0.04559299077255511
deliverytime,9,8708,BetterCatBoost,0.03086884177538911,0.020327478605034886,0.012038315663581423,13.201843738555908,0.00828916294145351,0.002740028644831924,0.00110074374139629,0.003840774792582233,0.01993528626441985,0.05080412803980896
deliverytime,9,8708,CheapBetterLGBMClassifier,0.029640118144988785,0.01956874701154765,0.011329904883723329,4.254432201385498,0.008238842127824353,0.0025720701859002354,0.001104302958005815,0.0036763755502600692,0.018706562634019527,0.04834668077900832
deliverytime,9,8708,XT,0.023094611924473995,-0.007240800118181967,-0.0005796275970041065,2.911614418029785,-0.006661172521177839,-0.0018202656888311546,-2.2864723291113333e-05,-0.0018431280057682464,0.012609180029500072,0.03570379195397407
deliverytime,9,8708,RF,0.023944308386437203,-0.00028653593411708255,0.0018288686201899274,4.7035253047943115,-0.0021154045543069987,-0.0007545027481332428,0.00027743201390978964,-0.00047706832786943156,0.013607919124296968,0.03755222751073417
deliverytime,9,8708,tabICL,0.02740019457023703,0.017603671630466965,0.01051279741014376,17.384881019592285,0.007090870840850205,0.0024238301854597522,0.0008872500355439989,0.003311080221003751,0.01646663905926777,0.043866833629504796
deliverytime,9,8708,PartitionWise,0.009050231827063365,-3.961212752767729e-05,0.00042071683537147074,0.20718646049499512,-0.0004603289628991369,7.08098244338512e-05,-7.600210130126739e-05,-5.189870513402917e-06,-0.0018833236839058925,0.007166908143157474
deliverytime,9,8708,TabPFN,0.03029394174683231,0.020394984770094427,0.011642778656950481,15.491202354431152,0.008752202733670934,0.002654403634096009,0.0011257133602307011,0.0037801169943267126,0.01936038623586305,0.04965432798269536
deliverytime,9,14090,BetterCatBoost,0.027955984671628586,0.018988913040481135,0.010260397056131798,16.09588599205017,0.008728515984349327,0.0022807140301682434,0.0011134968237327403,0.003394213163752832,0.018587662168561017,0.0465436468401896
deliverytime,9,14090,CheapBetterLGBMClassifier,0.027948887014828984,0.019040794702555354,0.010367618537038603,5.579762935638428,0.008673176165516772,0.0023220542280619955,0.0011099108017499858,0.0034319673396638133,0.018580564511761415,0.0465294515265904
deliverytime,9,14090,XT,0.02085165723661229,-0.012860691265612212,-0.005498228578361996,3.789374589920044,-0.007362462687250215,-0.0033659016868725885,-0.0001254356352993591,-0.0034913350123201015,0.011291709167894699,0.03214336640450699
deliverytime,9,14090,RF,0.024144772454472278,-0.0005165003016787906,0.00022104260581740087,6.544500827789307,-0.0007375429074961803,-0.0013378865461108169,0.00045118923655616816,-0.0008866949997028056,0.014776449612982311,0.03892122206745459
deliverytime,9,14090,tabICL,0.025223553510656416,0.01512196939074395,0.008194318446202808,33.68791913986206,0.006927647195667996,0.001807924450392981,0.0008576468945102889,0.0026655713449032724,0.015855231007588847,0.041078784518245266
deliverytime,9,14090,PartitionWise,0.007991462180257435,-6.750641406547687e-05,4.773910776201262e-06,0.5798337459564209,-7.228032484166703e-05,-3.5230076270015287e-06,-1.2765808806319833e-05,-1.6286506581472682e-05,-0.0013768603228101332,0.006614601857447303
deliverytime,9,14090,TabPFN,0.027899210134916398,0.020039202077040918,0.011225572325411826,32.1437087059021,0.008813626002755925,0.0025622623263361843,0.0011168088824396404,0.0036790712087758303,0.018530887631848826,0.046430097766765224
deliverytime,9,22797,BetterCatBoost,0.031881620248901246,0.02362175921907027,0.01316074625083744,24.193557500839233,0.010461012968232852,0.003012742115360434,0.0013028798020431275,0.004315624315785796,0.021077364528066505,0.05295898477696774
deliverytime,9,22797,CheapBetterLGBMClassifier,0.031811447303200444,0.02371060637264729,0.012970131886009562,8.318172931671143,0.01074047448663773,0.002973836801881008,0.0013275410928392962,0.004301380293102538,0.021007191582365702,0.05281863888556615
deliverytime,9,22797,XT,0.02359988798937825,-0.0043905169537693965,-0.0007471970505670722,5.194764137268066,-0.0036433199032023466,-0.0018746361708999737,0.0001954370163820468,-0.0016791967561356925,0.01297547865474657,0.03657536664412482
deliverytime,9,22797,RF,0.026911672891551747,0.005129061826181014,0.00358035418939997,10.298055410385132,0.0015487076367810548,-0.0002495789406371851,0.0006555207759014831,0.00040594423364652686,0.015931991708193653,0.0428436645997454
deliverytime,9,22797,tabICL,0.028416309922310035,0.018584217370937385,0.009954456869692253,72.94447588920593,0.008629757091256973,0.002199045523765905,0.001042994325432145,0.0032420398491980447,0.017612054201475297,0.04602836412378534
deliverytime,9,22797,PartitionWise,0.010207755891073896,0.0004357193763697365,0.00044350356664560884,0.6280491352081299,-7.784190275839098e-06,8.069471253781269e-05,-1.3904681107346217e-06,7.930664280931255e-05,-0.0005964998297608442,0.00961125606131305
deliverytime,9,22797,TabPFN,0.03178516854662908,0.023758344154672362,0.013325147655753022,71.03826689720154,0.010433193088931203,0.0030654219054348066,0.001307066822250977,0.004372488727685789,0.020980912825794333,0.05276608137242341
CASP1D,0,300,BetterCatBoost,0.024666648705800372,-0.003550687687377041,0.0036244097195771486,8.271997928619385,-0.007175097406954179,0.0007095445913087612,-0.00047620860688822597,0.00023333894975160753,0.004666672547658285,0.02933332125345866
CASP1D,0,300,CheapBetterLGBMClassifier,0.01766665021578471,-0.004153048003601822,-0.00015224110641411936,1.2671797275543213,-0.0040008068971877035,-0.00046771386710742766,-0.0005191350804476441,-0.0009868459822239828,-0.002333325942357381,0.015333324273427328
CASP1D,0,300,XT,0.023333322207132974,-0.06888142862481743,-0.007024170469183089,3.3930118083953857,-0.061857258155634386,-0.004526336298664413,-0.002206928891257007,-0.006733262224590336,0.0016666789849599198,0.02500000119209289
CASP1D,0,300,RF,0.014999988476435345,-0.04102842869471721,-0.018573590108167937,4.436476707458496,-0.022454838586549297,-0.00816341037273848,-0.001772817780145894,-0.00993622518755329,-0.005999987920125326,0.009000000556310018
CASP1D,0,300,tabICL,0.02899998466173808,0.0009220636159269824,0.0019160201172122137,4.275902986526489,-0.000993957741053031,0.0002826674468815266,-0.00014015674823895374,0.00014251069864257838,0.009000008503595988,0.03799999316533406
CASP1D,0,300,PartitionWise,0.026333318948745733,0.015995971259401286,0.005235999145674119,0.16426873207092285,0.0107599721137272,0.0003589079813344553,0.0007868119683519193,0.0011457229150174525,0.006333342790603639,0.03266666173934936
CASP1D,0,300,TabPFN,0.018999983072280884,-0.0009253911157360961,0.000734803231566028,3.63006854057312,-0.0016601955870699237,8.874963968992233e-05,-0.00025702960013102016,-0.00016827996044109782,-0.000999993085861206,0.01799998998641968
CASP1D,0,486,BetterCatBoost,0.01787290700781654,0.0031205748663370504,0.0055022145863748316,10.508561611175537,-0.0023816397200377647,0.0010665122383576365,-0.0003535914415956257,0.0007129237185088441,-0.0014201472062902057,0.016452759801526332
CASP1D,0,486,CheapBetterLGBMClassifier,0.02281505048287534,0.0034492553252933322,0.004730023836437397,1.578181266784668,-0.0012807685111440536,0.000857890523696539,-0.00016310720622104147,0.0006947862392223239,0.0035219962687686015,0.026337046751643944
CASP1D,0,486,XT,0.02658319877820744,-0.04511064735853111,-0.00720337328641048,3.327235698699951,-0.03790727407212058,-0.00435855424605662,-0.0011612844515408768,-0.005519835775850671,0.008714507976983837,0.03529770675519128
CASP1D,0,486,RF,0.01731957556096323,-0.02863050985722109,-0.0066531397692657975,4.251809358596802,-0.02197737008795525,-0.0032454121369793172,-0.0016256122445137424,-0.0048710214597462165,-0.003414674031466102,0.013904901529497133
CASP1D,0,486,tabICL,0.015646947348165484,0.0007887858525948532,0.004940298440234947,4.371386289596558,-0.004151513994243733,0.0011385880606027492,-0.000584831538326247,0.0005537565222765148,-0.003646106865941262,0.012000840482224221
CASP1D,0,486,PartitionWise,0.007229102011507444,-0.05563304011453096,-0.006698511358378362,0.1456766128540039,-0.04893452875615254,-0.0018448089851424918,-0.0011940792841308918,-0.0030388853475265473,-0.0120639522025993,-0.004834850191091854
CASP1D,0,486,TabPFN,0.009021658448954268,-0.003419516027378633,-0.0008339139996346168,3.399258613586426,-0.0025856034343476495,-0.00021987376047243046,-0.0003868830453858427,-0.000606756805858269,-0.010271395765152475,-0.0012497373161982066
CASP1D,0,786,BetterCatBoost,0.0102902372248815,-0.00378238862025172,-0.00019986487860225167,8.867170095443726,-0.0035825237416494847,-0.00014625003819074416,-0.00030901061868123246,-0.0004552587362164698,0.007234548739076746,0.01752478596395825
CASP1D,0,786,CheapBetterLGBMClassifier,0.010416824081622044,-0.003127909930253814,-0.0009107896348606259,1.612271785736084,-0.0022171202953932046,-0.0005018176344079195,-0.0002672987526448456,-0.000769114466397261,0.007361135595817292,0.017777959677439337
CASP1D,0,786,XT,0.013456412308602278,-0.0319087170229994,-0.00868796481495555,3.6301209926605225,-0.02322075220804386,-0.003512228532496736,-0.0002669126143049011,-0.003779139226146129,0.009636392430375684,0.023092804738977964
CASP1D,0,786,RF,0.011569771524072705,-0.022410899187030382,-0.007625689958390036,4.307703733444214,-0.01478520922864035,-0.0033740660807601436,-0.0006005742732225581,-0.0039746384333271875,0.00877127863558648,0.02034105015965918
CASP1D,0,786,tabICL,0.0185398625902694,-0.0007496746364092421,0.002413669883844183,3.2234742641448975,-0.003163349758929118,0.00043604519752986625,-0.00025384340552104395,0.00018220179200882509,0.015484174104464645,0.03402403669473405
CASP1D,0,786,PartitionWise,0.011188409962423828,-0.003030176352845815,-0.004370629533924542,0.1584913730621338,0.0013404531810786823,-0.001336293280696188,0.0003128258874327383,-0.001023465472607936,0.008132721476619075,0.0193211314390429
CASP1D,0,786,TabPFN,0.011923722486327582,-0.004723849923844936,0.001114884917595288,3.0434274673461914,-0.005838740080115906,3.42769672418225e-05,-0.0006677754082452539,-0.0006334984410034342,0.008868034000522829,0.02079175648685041
CASP1D,0,1272,BetterCatBoost,0.009611845573047182,-0.0008950206680453654,-0.0019459968661586168,10.863288879394531,0.0010509761981132792,-0.0006129308465495115,0.00026744283332524735,-0.00034548628857936634,0.009735383387423233,0.019347228960470413
CASP1D,0,1272,CheapBetterLGBMClassifier,0.00662898429919489,-0.0006388077192733488,-0.0008455667369825504,2.000103712081909,0.00020675901770920158,-0.00029762789822817827,3.181894960631037e-05,-0.000265807223976966,0.006752522113570943,0.013381506412765837
CASP1D,0,1272,XT,0.00418865827824279,-0.029269009919980892,-0.015335426229139604,3.659301280975342,-0.01393358369084129,-0.005557841156480633,-0.0003151004157398871,-0.005872939847575623,0.0064341658969453335,0.010622824175188124
CASP1D,0,1272,RF,0.011496979524751715,-0.031175389586830672,-0.011021194644889199,2.7680487632751465,-0.02015419494194144,-0.00468762226227378,-3.405881554777168e-05,-0.0047216793531766445,0.013034443127183206,0.024531422651934923
CASP1D,0,1272,tabICL,0.0055142758705006055,-4.2084891510640876e-05,-0.0009965923493326257,4.355278491973877,0.0009545014688384146,-0.0004924445975211273,0.00018643950914979946,-0.00030600508837132776,0.0056378136848766565,0.011152089555377262
CASP1D,0,1272,PartitionWise,-0.002971448033647771,-0.0024780771729753016,-0.0027556696031816874,0.16364073753356934,0.00027759243020643033,-0.0005563903495992173,8.29608240721591e-05,-0.00047342780088215075,-0.0028479102192717205,-0.005819358252919491
CASP1D,0,1272,TabPFN,0.004417781066762016,-0.0030067755032162856,-0.0017022614508564126,2.857537269592285,-0.0013045200413434265,-0.0007842552919105822,-1.0078830016632679e-05,-0.0007943341219272135,0.004541318881138066,0.008959099947900081
CASP1D,0,2059,BetterCatBoost,0.007429066290043388,0.0044080518828113705,0.0022227079782868643,10.56149435043335,0.0021853439045245392,0.0005532450791908116,0.0004859828882139344,0.0010392290434132977,0.018073268432517837,0.025502334722561228
CASP1D,0,2059,CheapBetterLGBMClassifier,0.0034938398306789873,0.0012230377754205324,9.83737966073317e-05,2.031244993209839,0.0011246639788132008,-1.8805175313507672e-05,0.0002084807130447258,0.00018967661373978095,0.014138041973153437,0.017631881803832426
CASP1D,0,2059,XT,0.010827950857319404,-0.02332238415094353,-0.010588738053675717,2.7681760787963867,-0.012733646097267732,-0.0024764598538992042,0.0007033778023028209,-0.0017730809755878208,0.02142290028452189,0.0322508511418413
CASP1D,0,2059,RF,0.0077197371287126585,-0.013947235382852918,-0.0038985185418535795,3.01926326751709,-0.010048716840999328,-0.001566827654617467,-0.0004204578524070579,-0.001987284431015976,0.01797429020942163,0.02569402733813429
CASP1D,0,2059,tabICL,0.006605244529347814,0.005983898351676819,0.00025552610217575154,5.016517639160156,0.005728363777605933,-2.9466815633480415e-05,0.0008090608147504064,0.0007795939991169204,0.017249446671822266,0.023854691201170078
CASP1D,0,2059,PartitionWise,-0.005346544763439448,-0.0013717615111177085,-0.00032436722274870045,0.17337918281555176,-0.0010473942883689857,-6.597277265349422e-05,-6.540825209591094e-05,-0.00013137994874083404,0.005297657379035004,-4.888738440444549e-05
CASP1D,0,2059,TabPFN,0.00538976350212025,0.002881282763348131,0.0005129153814578902,3.388876438140869,0.0023683589099951054,9.45758294378235e-05,0.000505527895314814,0.0006001037247526347,0.0160339656445947,0.021423729146714948
CASP1D,0,3332,BetterCatBoost,0.016120758263102393,0.009782361331083839,0.0036420121485106426,13.631749153137207,0.006140349182573201,0.0007186909342289189,0.0009581816214852517,0.0016768740254390652,0.020379013349698293,0.036499771612800685
CASP1D,0,3332,CheapBetterLGBMClassifier,0.011049915742236748,0.004999779025726148,0.0012590344174196577,2.6717803478240967,0.003740744608306479,0.0002130304931513921,0.0005935050072575193,0.0008065369701338087,0.015308170828832648,0.026358086571069396
CASP1D,0,3332,XT,0.01609027900175449,0.004722144584866128,0.0022749577963316224,2.3233261108398438,0.0024471867885345056,-0.00010604390396322661,0.0010128388418510464,0.0009067964076127089,0.01986841345898637,0.03595869246074086
CASP1D,0,3332,RF,0.012308341098908045,-0.0006560223590030944,-0.0020474215097018742,3.6985559463500977,0.00139139915069878,-0.0012818307402748085,0.0003869167628505005,-0.0008949125076993969,0.016446430656429277,0.028754771755337322
CASP1D,0,3332,tabICL,0.019422534735160462,0.025619328868340896,0.007802062544047817,6.589215993881226,0.01781725935950255,0.0018434530122428793,0.002013589137633806,0.00385704214987668,0.023680789821756365,0.04310332455691683
CASP1D,0,3332,PartitionWise,-0.005521617037071644,-0.0036423067975745126,-0.0014675052839491997,0.17993569374084473,-0.0021748015136252795,-0.00031391368970248303,-0.00028467827249279153,-0.0005985904924703828,-0.001263361950475742,-0.0067849789875473855
CASP1D,0,3332,TabPFN,0.017530327950366516,0.01768647201540575,0.005373893333707492,5.0487542152404785,0.012312571716907745,0.0010276177673872121,0.0015232109470490862,0.002550828714436301,0.02178858303696242,0.03931891098732894
CASP1D,0,5393,BetterCatBoost,0.019173827705792658,0.015743084303631548,0.008073926170308087,15.563460350036621,0.007669158133323461,0.0019067770525289546,0.0010593605611135288,0.0029661391940321662,0.021637136971349075,0.04081096467714174
CASP1D,0,5393,CheapBetterLGBMClassifier,0.017858086997417665,0.012810139886369431,0.006021692936910994,3.3237874507904053,0.0067884469494584486,0.0013339184432982626,0.0009942203906273595,0.0023281404143153106,0.020321396262974075,0.03817948326039174
CASP1D,0,5393,XT,0.024625726196369033,0.02193643041052985,0.008280922455608696,2.533918857574463,0.013655507954921143,0.0014916984082810419,0.0018502862709824986,0.003341986259653232,0.026569950115550717,0.051195676311919756
CASP1D,0,5393,RF,0.021436746404145824,0.0161656298597594,0.006151053962725228,4.9656147956848145,0.010014575897034172,0.0011364599939892722,0.0014766998325595666,0.0026131614069385355,0.023974318331589164,0.045411064735734995
CASP1D,0,5393,tabICL,0.02590544784689991,0.030268591943406885,0.011377920372676108,9.81220269203186,0.0188906650295534,0.002557852930326329,0.0021547563638844524,0.004712609294210782,0.028368757112456323,0.05427420495935623
CASP1D,0,5393,PartitionWise,0.0006857068114766154,-0.0007023789997640418,-0.00030293563949295165,0.20660972595214844,-0.00039944336027107895,-8.534978481617716e-05,-3.5430508901340696e-05,-0.00012077871332782374,0.0031490160770330303,0.0038347228885096452
CASP1D,0,5393,TabPFN,0.02518243667497786,0.023210434971322358,0.011368581745947414,8.253056764602661,0.011841846684197577,0.0028058752414481746,0.001554279092778685,0.004360154334226857,0.02764574594053427,0.05282818261551213
CASP1D,0,8728,BetterCatBoost,0.020874535455697382,0.02000522562701661,0.00936792089489552,22.011521100997925,0.010637304732121055,0.002346067205136368,0.0014619210150541352,0.0038079898054542427,0.023258789154091887,0.04413332460978927
CASP1D,0,8728,CheapBetterLGBMClassifier,0.020358953393833555,0.01866088594791011,0.007910958138517998,4.84147047996521,0.010749927809392112,0.0018595618099973787,0.0014719115837868695,0.003331474979047994,0.022743207092228063,0.04310216048606162
CASP1D,0,8728,XT,0.02670704085928673,0.029583773953560367,0.013783426993577031,2.861123561859131,0.015800346959983336,0.0037185711197020464,0.0020877666600348536,0.005806339365000646,0.029194406703645016,0.05590144756293175
CASP1D,0,8728,RF,0.02259367452150309,0.023792643743039056,0.01178924719933373,7.341669321060181,0.012003396543705348,0.0032872927640610894,0.0016312755216126684,0.004918569870937492,0.025356131675694688,0.04794980619719778
CASP1D,0,8728,tabICL,0.028035368630877605,0.03947830531634736,0.01722272643845004,17.698529958724976,0.022255572355377295,0.004785719679975256,0.002458635335043205,0.007244355015018461,0.030419622329272106,0.05845499096014971
CASP1D,0,8728,PartitionWise,0.004410336249824115,0.0006530669710973491,9.726737094395421e-06,0.20958375930786133,0.0006433402340029537,-5.953443025369376e-07,0.00012665161672215374,0.00012605785768335931,0.00679458994821862,0.011204926198042734
CASP1D,0,8728,TabPFN,0.02411697668857189,0.02748448319361011,0.011771327882321991,14.254270315170288,0.015713148788768096,0.0029279878701411162,0.0019157828388673358,0.004843770709008452,0.026501230386966397,0.05061820707553828
CASP1D,0,14127,BetterCatBoost,0.026296204873994387,0.024646484898238195,0.013075644607057735,26.15923309326172,0.01157084029118045,0.0032108408707313767,0.0015444462313441848,0.004755288809412952,0.02670046497962298,0.05299666985361736
CASP1D,0,14127,CheapBetterLGBMClassifier,0.026883783353095582,0.024897297274613338,0.012564546026901768,6.834116458892822,0.012332751247711559,0.0030028297546618845,0.0016548930531155499,0.00465772451511483,0.027288043458724164,0.054171826811819736
CASP1D,0,14127,XT,0.03423138657437115,0.04276370970748605,0.01991361558387613,3.677130699157715,0.022850094123609922,0.0052418567623718215,0.0026242655449852962,0.007866124014694515,0.03462152218711602,0.06885290876148717
CASP1D,0,14127,RF,0.029693897192062873,0.032625083984743494,0.01709075561945552,11.174247026443481,0.015534328365287975,0.004545606057479554,0.0020672502114831765,0.0066128579763001126,0.029666361180955746,0.05936025837301863
CASP1D,0,14127,tabICL,0.03275209163091748,0.04789778761093892,0.02134271617455593,34.13186764717102,0.026555065381148026,0.005873989200363197,0.002828708580844641,0.008702697781207839,0.03315635173654606,0.06590844336746353
CASP1D,0,14127,PartitionWise,0.006936484704507024,0.000648114569678937,0.00019413615647605463,0.5813491344451904,0.0004539784132028601,2.8198810895102568e-05,8.282480664247305e-05,0.00011102532487496375,0.007340744810135608,0.014277229514642628
CASP1D,0,14127,TabPFN,0.029411230541157914,0.03702955439568959,0.018363621797463935,29.33146834373474,0.018665926542990673,0.004855997012917171,0.0022078844418427224,0.007063881454759896,0.029815490646786492,0.0592267211879444
CASP1D,0,22865,BetterCatBoost,0.030391417695635026,0.0319459536076415,0.01580607381725797,47.95681643486023,0.016139879790383515,0.004052565190146462,0.002046526633615595,0.006099093514227605,0.031069333512126658,0.06146075120776169
CASP1D,0,22865,CheapBetterLGBMClassifier,0.03175157533024584,0.032430054062805025,0.015564154075449633,13.905964374542236,0.01686589998735536,0.003858634915367595,0.0021409652564598454,0.005999601862292992,0.032429491146737474,0.06418106647698332
CASP1D,0,22865,XT,0.03621254248820325,0.0491797052022971,0.02494141754659971,5.177850008010864,0.02423828765569739,0.00734084690286137,0.002907234772617562,0.01024808336594447,0.0372665787379225,0.07347912122612575
CASP1D,0,22865,RF,0.033680287795334815,0.041989564118916786,0.02200513161704437,20.013519763946533,0.019984432501872384,0.0061289979530101905,0.0025034180721282577,0.008632417715603987,0.03394709462387516,0.06762738241920997
CASP1D,0,22865,tabICL,0.037472112523422384,0.05649787976786287,0.027344067605057098,74.64539670944214,0.02915380604298713,0.007938689365134014,0.00321065904979122,0.011149348414925236,0.03815002833991402,0.07562214086333642
CASP1D,0,22865,PartitionWise,0.005633052141484457,0.001026908991856268,0.0001624767303984309,0.6403017044067383,0.0008644322614578259,2.474798977997461e-05,0.00014108617646071687,0.00016583585670623403,0.006310967957976086,0.011944020099460544
CASP1D,0,22865,TabPFN,0.032757483596434725,0.04282244710445153,0.02087952188808908,65.38155436515808,0.021942919096543813,0.005617983456152798,0.0025504160300617194,0.008168399486214515,0.03343539941292635,0.06619288300936108
CASP1D,1,300,BetterCatBoost,0.0006666652361551923,-0.0022249146732077007,-0.0007732151966903855,8.63845682144165,-0.0014516994765173153,-0.0002510308024326224,8.691215530350488e-05,-0.00016411855896392158,0.027333355744679766,0.028000020980834962
CASP1D,1,300,CheapBetterLGBMClassifier,-0.007333338260650635,-0.012260717316486596,-0.0055247381603952764,1.5109989643096924,-0.0067359791560913426,-0.0014103079093197718,-0.0003336681399779717,-0.0017439759611325475,0.019333352247873938,0.012000013987223307
CASP1D,1,300,XT,-0.002000006039937337,-0.04630785530056195,-0.00935222473664613,3.4849677085876465,-0.036955630563915806,-0.003448444532609646,0.0002466295414644298,-0.0032018149029800144,0.026666684150695803,0.024666678110758462
CASP1D,1,300,RF,0.0023333275318145746,-0.06018231404718941,-0.005745400234949988,4.4820873737335205,-0.05443691381223943,-0.0024052223103874183,-0.0003851852733503899,-0.002790407495572618,0.028333351214726764,0.030666678746541342
CASP1D,1,300,tabICL,-1.5894571936403424e-09,-0.004886083472674807,-0.00323628044081799,3.121685266494751,-0.0016498152851121717,-0.0009611623703191699,0.0002733484816902387,-0.0006878138886289312,0.026666688919067382,0.026666687329610184
CASP1D,1,300,PartitionWise,-0.00800000508626302,-0.18239540835370696,-0.007000843453227967,0.18901801109313965,-0.17539456490047897,-0.0019530197352652947,-0.0012539204885227099,-0.0032069401356228044,0.018666685422261554,0.010666680335998536
CASP1D,1,300,TabPFN,0.005333332220713297,0.002226973433513718,0.0015090779865476246,3.8196604251861572,0.0007178831937107222,0.00034980159563322846,0.0008324969167976315,0.0011822985124308627,0.03200002272923787,0.03733335494995117
CASP1D,1,486,BetterCatBoost,0.013433612787470225,0.015125458986425139,0.013034694730542912,10.310111999511719,0.0020907642558822105,0.0041486575559271585,0.0005839810693175559,0.004732640156446399,0.01669473488306262,0.030128347670532844
CASP1D,1,486,CheapBetterLGBMClassifier,0.016484315884933452,0.004304573780961912,0.003549856224473358,1.5605762004852295,0.0007547175564885211,0.000664069556705324,0.000271060932059615,0.0009351320199666363,0.01974543798052585,0.036229753865459305
CASP1D,1,486,XT,0.016103504157031233,-0.02948720813451843,0.010204647418746415,3.3821849822998047,-0.03969185555326486,0.0034098390373281315,0.00025024556420004255,0.00366008613272987,0.018746069404117285,0.034849573561148525
CASP1D,1,486,RF,0.014260458198818637,-0.030243586534974064,0.004336206891403899,4.226373672485352,-0.034579793426378,0.0011941474273507988,-0.00014685381163275502,0.0010472951469197244,0.020185160847581013,0.03444561904639965
CASP1D,1,486,tabICL,0.008878596275950792,0.014160978364366038,0.007094661383615419,3.607985734939575,0.007066310251286773,0.002209846748110843,0.0009822729597274455,0.003192119707838287,0.012139718371543184,0.02101831464749398
CASP1D,1,486,PartitionWise,0.005983578469059529,-0.09114569497590172,-0.0010269671750540222,0.14621877670288086,-0.0901187278008477,-0.0008754554621591526,-0.0010668540939157505,-0.0019423080248732114,0.009244700564651924,0.015228279033711451
CASP1D,1,486,TabPFN,-0.0012034566232387127,0.010285983024614453,0.0037779724498970546,2.8258349895477295,0.006508003845253557,0.0014553293430981397,0.0008150507628672226,0.0022703801059653595,0.0020576654723536815,0.000854208849114968
CASP1D,1,786,BetterCatBoost,0.008412472844018115,-0.003265206810451171,-0.0008832688469028848,10.056799173355103,-0.002381937963548286,-0.000414091347532472,-0.0002769194459955937,-0.0006910093411274049,0.012951721067074127,0.02136419391109224
CASP1D,1,786,CheapBetterLGBMClassifier,0.004732719194713181,-0.00048764800807735707,0.0012110684713319332,1.6745617389678955,-0.001698716479409279,0.00018319549017637438,-0.00020616133624217075,-2.2964393665131366e-05,0.00927196741776919,0.01400468661248237
CASP1D,1,786,XT,0.0061364103601525355,-0.024525085480681774,-0.007966240783503598,3.6270806789398193,-0.01655884469717823,-0.0030400699842074775,-0.000684357029456402,-0.0037244255612632255,0.010678077049719788,0.016814487409872327
CASP1D,1,786,RF,0.0024566554921313295,-0.03616972533988674,-0.01377956537902405,4.029833793640137,-0.022390159960862667,-0.004849761277532574,-0.0005568893916984993,-0.005406649216830414,0.00763365219151273,0.010090307683644061
CASP1D,1,786,tabICL,0.01631298357850456,0.010054050479375598,0.0019120128990655517,3.4779891967773438,0.008142030549204187,-0.000504934613552449,0.0009021556645327139,0.0003972210509802593,0.020852231801560567,0.03716521538006513
CASP1D,1,786,PartitionWise,-0.0072297108929781796,-0.014148382166751194,-0.006799218816513375,0.1581130027770996,-0.007349163350237803,-0.001690189907028683,-0.0008988322736691561,-0.0025890207282971726,-0.0026904626699221727,-0.009920173562900352
CASP1D,1,786,TabPFN,0.012625166144975008,0.0020603837592105046,-0.0019594771325425753,2.7765841484069824,0.004019853860647238,-0.0009871851093601503,0.0007317652914517637,-0.00025541981790838664,0.017164414368031018,0.029789580513006026
CASP1D,1,1272,BetterCatBoost,0.004872928103381732,0.0006103192768543541,-0.00021353429930314193,11.07901382446289,0.0008238535761574961,-8.720118523884712e-05,0.0005005645784593116,0.00041336429239118846,0.01838538053872428,0.023258308642106013
CASP1D,1,1272,CheapBetterLGBMClassifier,0.0029964427519529268,-7.569926499508827e-05,-0.0011275528090846421,1.9684431552886963,0.0010518535440895982,-0.0002999911815989298,0.00035992238318939275,5.993210076119249e-05,0.016508895187295473,0.019505337939248402
CASP1D,1,1272,XT,0.008173529334286948,-0.009032455323314249,-0.006881150924885638,3.6436591148376465,-0.002151304398428622,-0.0026210485035143088,0.0007573602934252855,-0.0018636873109182882,0.02090166766941317,0.02907519700370012
CASP1D,1,1272,RF,0.005431519050886735,-0.02374351207051766,-0.006305150941986526,2.802150011062622,-0.017438361128531088,-0.0020582354384807737,0.0002851412619806898,-0.0017730932773293462,0.019416720766297496,0.02484823981718423
CASP1D,1,1272,tabICL,0.009904271723662001,0.011201028050029904,-0.000927828085451321,5.164429187774658,0.012128846986669505,-0.00044924037381190163,0.0015196327174231915,0.00107039234361129,0.02341672415900455,0.03332099588266655
CASP1D,1,1272,PartitionWise,-0.00030940951140773167,-0.0038212756009354254,-0.001929365130580929,0.16396212577819824,-0.0018919104703544408,-0.0004144662254124298,-0.00017927209276314416,-0.0005937374190048333,0.013203042923934816,0.012893633412527084
CASP1D,1,1272,TabPFN,0.007161335836171699,0.009275574977047119,0.002269203042300916,2.9706649780273438,0.007006362785934505,0.0004923134389905215,0.0009828315157957928,0.00147514495478632,0.020673788271514247,0.027835124107685943
CASP1D,1,2059,BetterCatBoost,0.01568798900841737,0.008551965159974473,0.0025286440311726444,10.486271142959595,0.006023321128801861,0.0003898936962029614,0.0009275286152759937,0.0013174236276469824,0.02243688488863779,0.03812487389705516
CASP1D,1,2059,CheapBetterLGBMClassifier,0.011172246260947469,0.005250788541368545,0.0010537375734801734,1.986619472503662,0.0041970509678883605,2.695618924219989e-05,0.0006639795751850808,0.0006909370805953053,0.01792114214116789,0.02909338840211536
CASP1D,1,2059,XT,0.019915423836092044,0.0011798757757526478,-8.703136959479219e-05,2.930706739425659,0.0012669071453474735,-0.001095679038039865,0.001087739991506298,-7.937730365523144e-06,0.027102157566421405,0.047017581402513456
CASP1D,1,2059,RF,0.015348891769888167,-0.005723125642671278,-0.004466686938791864,2.8585078716278076,-0.0012564387038794145,-0.0023492110737251743,0.0007509242816713168,-0.0015982854758858273,0.023116614234226986,0.03846550600411515
CASP1D,1,2059,tabICL,0.01709894765274644,0.019701719905097715,0.0041586419854211295,5.957677364349365,0.015543070367086631,0.0007267536024906845,0.0018023787003245667,0.002529132302815251,0.02384784353296686,0.040946791185713295
CASP1D,1,2059,PartitionWise,0.00684677787022855,-0.006658632487702198,-8.037335560245884e-05,0.1741318702697754,-0.006578259132099751,-0.00017368853205297074,-0.00013440919691315168,-0.0003080964127980812,0.01359567375044897,0.02044245162067752
CASP1D,1,2059,TabPFN,0.01665969304783549,0.015650098918674703,0.003635911965460548,3.5606658458709717,0.012014179400624159,0.0006649918815857747,0.001526724320509512,0.002191716202095287,0.023408588928055904,0.04006828197589139
CASP1D,1,3332,BetterCatBoost,0.006726043976137214,0.006795601750655545,0.0005063997775772488,11.399643421173096,0.006289201973078251,-2.84502273302234e-05,0.0009746732336641667,0.0009462238840918901,0.020585804616262655,0.02731184859239987
CASP1D,1,3332,CheapBetterLGBMClassifier,0.00444592359101851,0.006005634761494872,0.0010061921401541384,2.4631030559539795,0.004999442621340755,0.00016878621449840925,0.0007419907427658135,0.0009107778350221724,0.018305684231143954,0.022751607822162467
CASP1D,1,3332,XT,0.006995683422551741,0.0001445980007741543,-0.005694124257425814,2.291187047958374,0.005838722258199991,-0.002320604449845787,0.0012438053672676808,-0.001076798204820148,0.02160583438269642,0.02860151780524816
CASP1D,1,3332,RF,0.00762906029182629,-0.009344305146179687,-0.007334831262322572,3.727370500564575,-0.0020094738838571267,-0.00272351610713025,0.0007051046075374296,-0.0020184106218348622,0.021098700440665093,0.02872776073249138
CASP1D,1,3332,tabICL,0.010926919374538891,0.01650002727447734,0.001380357596205284,7.270675420761108,0.015119660447494455,0.00021363855936697984,0.0016423362828922844,0.0018559748422592643,0.024786680014664334,0.035713599389203224
CASP1D,1,3332,PartitionWise,-0.006812907347267009,-0.002432142442493945,-0.0012964744406189332,0.18449091911315918,-0.0011356680018749898,-0.00027623142333116634,0.0002405755683529881,-3.565497722022859e-05,0.007046853292858433,0.00023394594559142504
CASP1D,1,3332,TabPFN,0.004893811370478755,0.007381619458216138,5.476938185354774e-05,5.069921493530273,0.007326840845584992,-6.643951588439223e-05,0.0009126426318822323,0.0008462031159978429,0.0187535720106042,0.023647383381082954
CASP1D,1,5393,BetterCatBoost,0.016577079074694478,0.016010541247140343,0.006647175962267504,15.5073082447052,0.009363365284872837,0.0016206912572135968,0.0012657267985176717,0.002886419590324521,0.019783191148458175,0.036360270223152656
CASP1D,1,5393,CheapBetterLGBMClassifier,0.01808008540624284,0.013397364104894793,0.005251016322676228,3.286733627319336,0.008146347782218576,0.0011494454650577384,0.0011248924680103078,0.002274339467661299,0.021286197480006534,0.039366282886249375
CASP1D,1,5393,XT,0.023012279680698234,0.023787553216904057,0.008956792915409472,2.546452760696411,0.014830760301494572,0.001973839772311736,0.0018162976567489691,0.0037901389636539606,0.02647728910304013,0.049489568783738364
CASP1D,1,5393,RF,0.020583864717727145,0.01979463043273385,0.008215863954956803,4.825410604476929,0.011578766477777036,0.0017937078579457367,0.0014449965978919732,0.0032387059904309705,0.02481017824485476,0.045394042962581906
CASP1D,1,5393,tabICL,0.024495497603326262,0.03271072465526968,0.010107408014788821,10.79204773902893,0.02260330992399957,0.0024066549628842413,0.0024181397410909383,0.004824794703975172,0.027701609677089963,0.052197107280416224
CASP1D,1,5393,PartitionWise,0.0011136612354281324,-0.0001493925068696833,-0.00014945333783037418,0.19556474685668945,6.083096070197413e-08,-4.2666013584108374e-05,2.2977260222600825e-06,-4.036675296859027e-05,0.004319773309191831,0.005433434544619963
CASP1D,1,5393,TabPFN,0.019674450256118064,0.022237655795009626,0.00862394402510971,8.305724859237671,0.013613705053418612,0.0020910741658597713,0.0016620583761114416,0.0037531325419712185,0.02288056232988176,0.04255501258599982
CASP1D,1,8728,BetterCatBoost,0.025228608539838732,0.02074574754901628,0.010091007596275436,20.19728684425354,0.010654739952740844,0.002243713456231672,0.0014305638816718784,0.003674279043278367,0.025664700742616564,0.0508933092824553
CASP1D,1,8728,CheapBetterLGBMClassifier,0.023957407122129376,0.02071282861060144,0.009975161142464528,4.946729898452759,0.01073766746813688,0.0023180734893845064,0.001480110881025301,0.0037981860757846154,0.02439349932490721,0.04835090644703659
CASP1D,1,8728,XT,0.028803700718015957,0.03336377424130545,0.015173601829731898,2.8297958374023438,0.018190172411573603,0.0038186752249845827,0.0022351851019289408,0.006053862032288346,0.029457406653688754,0.058261107371704715
CASP1D,1,8728,RF,0.027692464728944134,0.027240085242920698,0.013792258672621927,7.3552491664886475,0.013447826570298749,0.003318062107194633,0.0018123987369150663,0.005130462549484507,0.028277350225300462,0.0559698149542446
CASP1D,1,8728,tabICL,0.03282496495823721,0.043036797335574625,0.01707826479870772,18.169663429260254,0.025958526474119448,0.004345460790262251,0.0027859480003302323,0.007131408790592481,0.03326105716101504,0.06608602211925226
CASP1D,1,8728,PartitionWise,0.0017071282426144123,-4.654789999808395e-05,-0.0001713441644233482,0.20664548873901367,0.00012479626442526425,-3.355129127259049e-05,2.257709453696577e-05,-1.097249136080558e-05,0.0021432204453922473,0.00385034868800666
CASP1D,1,8728,TabPFN,0.028827315263788518,0.03376085020455697,0.014447301814833457,14.485259056091309,0.019313542326976053,0.003482606349859152,0.0022880867757400615,0.00577069312559921,0.029263407466566353,0.05809072273035487
CASP1D,1,14127,BetterCatBoost,0.027663243175327146,0.02849518926576696,0.014293954190427416,30.051827907562256,0.014201235075339592,0.0035796166019239463,0.0018458680866068194,0.005425486330443233,0.02912867357700568,0.056791916752332826
CASP1D,1,14127,CheapBetterLGBMClassifier,0.028505450996336234,0.027575995358892335,0.012854859902346982,7.614943981170654,0.014721135456545376,0.0030880971412846512,0.0019293704346171642,0.00501746921781428,0.029970881398014772,0.058476332394351
CASP1D,1,14127,XT,0.03240605552518333,0.03750334347350255,0.018272462731731897,3.639524459838867,0.019230880741770616,0.004990421976879466,0.0025440239886106745,0.007534447607402614,0.03442361533805545,0.06682967086323878
CASP1D,1,14127,RF,0.03133712418863951,0.034733000384249826,0.017592493605442693,11.696122884750366,0.01714050677880712,0.004666090315774049,0.002323242859858027,0.006989334817544541,0.03313516486962908,0.0644722890582686
CASP1D,1,14127,tabICL,0.037891834450297854,0.05091741686152405,0.022178825824275227,34.58695721626282,0.028738584731574146,0.005943843799329001,0.0032305504096992953,0.009174394209028292,0.039357264851976395,0.07724909930227426
CASP1D,1,14127,PartitionWise,0.0031213030935536576,0.0006769191819672282,7.446076820443182e-05,0.5774822235107422,0.0006024584137627853,7.029186528614839e-06,0.00010017274095682205,0.00010720356939789843,0.004586733495232196,0.007708036588785855
CASP1D,1,14127,TabPFN,0.03360237870119819,0.04255057554922505,0.01921020169973895,29.570828199386597,0.02334036754381146,0.00491813895207133,0.002735967908794118,0.0076541068608654474,0.035067809102876726,0.06867018780407493
CASP1D,1,22865,BetterCatBoost,0.028121573518877764,0.03274873321242835,0.016245522657633182,49.24908185005188,0.016503210554795165,0.004213787864193699,0.0020899846658175595,0.006303774055995415,0.03146732226779887,0.05958889578667663
CASP1D,1,22865,CheapBetterLGBMClassifier,0.029809743477483303,0.033177174221562244,0.01589991577686777,14.255171775817871,0.017277258444694476,0.004017962891270682,0.0021986393313453536,0.006216603748600197,0.033155492226404404,0.0629652357038877
CASP1D,1,22865,XT,0.03477366238591344,0.04842807296193548,0.023958029228504783,5.113471984863281,0.02447004373343069,0.007093262924777558,0.002977852059068198,0.010071116509829916,0.03797945897010387,0.07275312135601733
CASP1D,1,22865,RF,0.032289516302784864,0.04141491055648563,0.022081060422695132,19.33816170692444,0.01933385013379052,0.00628233209000664,0.00256506428598155,0.008847397901972351,0.03562651776443705,0.06791603406722192
CASP1D,1,22865,tabICL,0.03786135389798062,0.0583102683718358,0.02732238953383962,75.54248237609863,0.030987872088560166,0.007780685435345452,0.0034098283863603944,0.01119051382170585,0.04120710264690173,0.07906845654488234
CASP1D,1,22865,PartitionWise,0.003026449396186393,0.000704161643052248,4.2297700501869874e-05,0.6425719261169434,0.0006618639425503891,6.393023028999911e-06,0.00010692996251323028,0.00011332451152639699,0.006372198145107501,0.009398647541293893
CASP1D,1,22865,TabPFN,0.03319046016649738,0.04392267304220909,0.020776697258072373,65.55069351196289,0.02314596903470071,0.005507703494910282,0.0027129149842459316,0.008220618479156217,0.03653620891541849,0.06972666908191587
CASP1D,2,300,BetterCatBoost,-0.004333335955937703,0.0004998883034791179,-0.00038955219244470876,9.72428822517395,0.0008894404959238211,-7.430590300173818e-05,0.00029397049370596116,0.00021966467886942037,0.022333354552586872,0.018000018596649167
CASP1D,2,300,CheapBetterLGBMClassifier,-0.010333335796991985,-0.003184550042382173,-0.0015730862813303382,1.297950267791748,-0.001611463761051829,-0.0003097075999884555,1.2016278179363682e-05,-0.0002976912336438972,0.016333354711532595,0.006000018914540609
CASP1D,2,300,XT,0.000333327054977417,-0.008086214527454666,-0.010693938499560546,3.4114370346069336,0.0026077239721058855,-0.0032463334214985276,0.0008808147266496105,-0.002365518606683721,0.02566668391227722,0.026000010967254638
CASP1D,2,300,RF,0.000999993085861206,-0.01781193667127371,-0.012350083021081926,4.350369453430176,-0.005461853650191739,-0.0036952223103874165,0.0005708517636866528,-0.003124370458535579,0.02933334986368815,0.03033334294954936
CASP1D,2,300,tabICL,-0.0033333341280619303,0.007236846290994925,-0.0004266903892465035,3.2283902168273926,0.007663524426986012,-8.20651619384688e-05,0.000985189542407168,0.000903124380468702,0.02333335638046265,0.020000022252400718
CASP1D,2,300,PartitionWise,0.0019999917348225904,-0.18223167903478302,-0.01011268998132973,0.18411755561828613,-0.17211898905345333,-0.0025693948866631873,-0.0008859594873875832,-0.0034553542858855825,0.028666682243347168,0.030666673978169755
CASP1D,2,300,TabPFN,-0.0026666673024495443,0.0023815548946154452,-0.00035029176327661116,3.9513652324676514,0.0027318344046366625,-7.053148622314238e-05,0.0004419823456555616,0.000371450859432422,0.024000023206075034,0.02133335590362549
CASP1D,2,486,BetterCatBoost,0.0010477566152227921,0.0003180984702796541,-0.00014546440697134068,9.76087474822998,0.00046356287725102805,0.0001664520958722493,0.00018125736668182514,0.0003477098496691727,0.022865579741743018,0.023913336356965815
CASP1D,2,486,CheapBetterLGBMClassifier,0.006816743048722684,0.002412099801212303,0.004110178036211309,1.7909002304077148,-0.0016980782349989953,0.0011556020278977105,8.060324890646204e-05,0.0012362056639192778,0.028634566175242914,0.035451309223965596
CASP1D,2,486,XT,0.0024847387214121308,-0.01653730276509329,-0.011180735110091178,3.3517606258392334,-0.00535656765500207,-0.004132416638839167,0.0001977313378772827,-0.0039346849138467725,0.022451099172131075,0.024935837893543207
CASP1D,2,486,RF,-0.0010098956044086922,-0.04419509931907277,-0.012072443382375175,4.285507917404175,-0.032122655936697594,-0.004348432488477995,-0.00036786325734912,-0.004716295358712004,0.02039765973304814,0.01938776412863945
CASP1D,2,486,tabICL,0.0010603807109445115,0.0031859769353533907,0.00017959597036973363,3.8737833499908447,0.0030063698560770123,-1.9034425036931758e-05,0.0006010157357423038,0.0005819813107053748,0.02287820383746474,0.02393858454840925
CASP1D,2,486,PartitionWise,-0.010494430015494941,-0.037421482520763535,-0.00765949677167827,0.15776777267456055,-0.029761985749085246,-0.0018951078436394361,-0.0009494769244334969,-0.0028445843809578155,0.011323393111025285,0.000828963095530344
CASP1D,2,486,TabPFN,-0.00039764516307960014,0.0001950847117737964,0.0007027845098758923,2.9074199199676514,-0.0005077109070087515,0.0001372875237800955,0.00021773010361948313,0.00035501762739957864,0.021420177963440624,0.021022532800361027
CASP1D,2,786,BetterCatBoost,-0.010962680215019761,-0.008965319407693156,-0.0019943139566734715,8.725674390792847,-0.006971005451019674,-0.0003881572026136204,-9.57281845245489e-05,-0.00048388464407896764,0.005081848988444211,-0.005880831226575551
CASP1D,2,786,CheapBetterLGBMClassifier,-0.012856572452672188,-0.0072997602060577375,-0.003670414143759587,1.5928847789764404,-0.0036293460622981557,-0.0007834230045284149,-0.0004914514152273716,-0.0012748736766965793,0.0031879567507917842,-0.009668615701880408
CASP1D,2,786,XT,-0.004203830241657192,-0.05200625877304009,-0.01640453503486347,3.6698222160339355,-0.035601723738176626,-0.005372692654514318,-0.0007190470311436353,-0.006091738942598746,0.013999853610492644,0.00979602336883545
CASP1D,2,786,RF,-0.004590833172686281,-0.07490473606685778,-0.01627210028473424,3.992302179336548,-0.05863263578212359,-0.005121201169479332,-0.001317973097417914,-0.006439173523838049,0.010944948025906192,0.00635411485321991
CASP1D,2,786,tabICL,-0.0017826348718573836,-0.007218572634679904,-0.000509313177237758,4.280078649520874,-0.006709269203832358,-0.0001343087726843703,-0.00039331244485080186,-0.0005276212175351749,0.014261894331606592,0.012479259459749207
CASP1D,2,786,PartitionWise,-0.00573652461393412,-0.004955567122181126,-0.002287855876220435,0.1615464687347412,-0.0026677112459606855,-0.0004843441715477903,-0.00011195802760740753,-0.0005963014560959976,0.010308004589529851,0.00457147997559573
CASP1D,2,786,TabPFN,0.0024155433818254606,-0.0017589781250893666,0.004760525790850023,2.883681535720825,-0.006519513662329596,0.001464816307446129,-0.00034145080411752406,0.0011233655033286035,0.018460072585289436,0.020875615967114895
CASP1D,2,1272,BetterCatBoost,0.040234663277031624,0.018790467578506033,0.010557419611583773,11.354896306991577,0.00823304796692228,0.0017148067669095685,0.001211822426927811,0.0029266321260428716,0.020771972899343454,0.061006636176375084
CASP1D,2,1272,CheapBetterLGBMClassifier,0.03143151475743819,0.013116357877734686,0.007984562810491435,1.959975242614746,0.005131795067243261,0.0011822753752432247,0.0007629436457828653,0.0019452219532315822,0.011968824379750014,0.0434003391371882
CASP1D,2,1272,XT,0.04424145843873371,0.011558794905935588,0.00344980966084677,3.639521837234497,0.008108985245088862,-0.0017109195774287571,0.001887760435608818,0.0001768437903855502,0.02485966935687104,0.06910112779560476
CASP1D,2,1272,RF,0.04164612084714575,-0.00234695170616791,0.0024487630923164527,2.8069779872894287,-0.004795714798484352,-0.001946753554064029,0.0012773565792281228,-0.0006693940426304223,0.022343071941536518,0.06398919278868227
CASP1D,2,1272,tabICL,0.03975975531347928,0.025741445810061193,0.009470114226498039,4.001738786697388,0.016271330216994184,0.001208204786470507,0.0018871123302973108,0.0030953171167678096,0.0202970649357911,0.06005682024927037
CASP1D,2,1272,PartitionWise,0.021200538758641134,-0.008582873023400949,-0.0001997992263305659,0.1650693416595459,-0.008383073797070395,-0.00034594637507930623,-0.00010020851069899029,-0.00044615195357281814,0.001737848380952959,0.022938387139594094
CASP1D,2,1272,TabPFN,0.044003077165863665,0.020860311476283134,0.009070479183315893,2.9888744354248047,0.01178983092639826,0.0011593070525980325,0.0016423984228734422,0.0028017054754714667,0.024540386788175488,0.06854346395403914
CASP1D,2,2059,BetterCatBoost,0.01136299375633586,0.006999378823050939,0.000980636253887901,12.906832933425903,0.006018742569162993,0.00012263762235633635,0.0008968228277617645,0.0010194617363572188,0.018597326529760157,0.02996032028609602
CASP1D,2,2059,CheapBetterLGBMClassifier,0.01583421078337201,0.010880871710502704,0.002994377961955219,2.3070271015167236,0.007886493748547486,0.0005134101858551953,0.00114616364971942,0.0016595751218137333,0.02306854355679631,0.03890275434016832
CASP1D,2,2059,XT,0.016952132891057594,0.01192534639408147,0.0016407165793406175,2.869438409805298,0.010284629814740858,-0.0002432525454353879,0.0013950806435398422,0.0011518293843435835,0.02375016268065094,0.04070229557170855
CASP1D,2,2059,RF,0.018211551862973536,0.004825046136393419,-0.00046605012247172837,3.0222017765045166,0.005291096258865174,-0.0009173938772569001,0.0015440380762755362,0.0006266454852577735,0.026661366358611643,0.044872918221585185
CASP1D,2,2059,tabICL,0.017098002300242627,0.019933498733500532,0.0018394246276014381,5.61863374710083,0.0180940664387444,7.441767908276942e-05,0.00195661306917852,0.0020310307482612868,0.024332335073666927,0.04143033737390955
CASP1D,2,2059,PartitionWise,0.0053941273619996675,-0.0015993531859046285,-0.0009148260025999333,0.17364168167114258,-0.0006845271833046951,-0.00022821708990619914,-6.336791654459883e-07,-0.00022884948283251604,0.012628460135423968,0.018022587497423633
CASP1D,2,2059,TabPFN,0.014039041634400968,0.01152811056637575,4.460541809931939e-05,3.5144307613372803,0.01148349748112174,-0.0003014756882783548,0.0014024152187181393,0.0011009395304397735,0.021273374407825264,0.035312416042226236
CASP1D,2,3332,BetterCatBoost,0.017798567977746513,0.013389009689618503,0.005553334273513333,12.600392580032349,0.007835675416105126,0.0013485321097127633,0.0011251168261589783,0.0024736503501916834,0.022955472838554404,0.04075404081630092
CASP1D,2,3332,CheapBetterLGBMClassifier,0.01251693061976771,0.010021705063877017,0.004142058147716121,2.70977783203125,0.0058796469161608855,0.0009142414534293152,0.0008690517616932625,0.0017832946294425362,0.017673835480575606,0.030190766100343314
CASP1D,2,3332,XT,0.016990414376526368,0.009328265892801058,-0.0013319164953049301,2.2679038047790527,0.010660182388105965,-0.0012095245056271409,0.001345778918736748,0.00013625582742955445,0.022116973756158932,0.03910738813268529
CASP1D,2,3332,RF,0.015937787715732336,0.0009331296618139473,5.281189027028788e-06,3.5649771690368652,0.0009278484727868963,-0.0006712988286758342,0.000740746049785837,6.944863542995283e-05,0.02094481223957723,0.03688259995530957
CASP1D,2,3332,tabICL,0.02022929335325775,0.02463217403241661,0.007688836139945454,7.474272727966309,0.016943330715596304,0.0016806181454174674,0.0018458992256075695,0.0035265173710250395,0.025386198214065642,0.04561549156732339
CASP1D,2,3332,PartitionWise,0.0026455597913440576,-0.002299255870209016,-0.0002677456114647092,0.18477773666381836,-0.002031510258744329,-7.595158124797108e-05,-0.00021593877536142114,-0.0002918889422894366,0.007802464652151951,0.010448024443496007
CASP1D,2,3332,TabPFN,0.019511230292975187,0.0173910940546431,0.007182396349305176,4.930345296859741,0.010208690528463049,0.0015211686821950926,0.0014191551685419413,0.0029403238507370337,0.024668135153783084,0.04417936544675827
CASP1D,2,5393,BetterCatBoost,0.016671184558674716,0.015136829715160704,0.0055029110519573265,14.403602123260498,0.009633918663203355,0.0013609968502791864,0.001310304302370288,0.0026713025728258566,0.021733100037295176,0.038404284595969895
CASP1D,2,5393,CheapBetterLGBMClassifier,0.015576135476382157,0.0126898961641288,0.004228161967702993,3.3818881511688232,0.008461734196425808,0.0009128804732014522,0.0011851762833467922,0.002098058176724632,0.020638050955002617,0.03621418643138477
CASP1D,2,5393,XT,0.02349377733433785,0.023056374854141713,0.008118823890813453,2.500438928604126,0.014937550963328206,0.0017833961365602475,0.0020350727445191314,0.0038184703012557526,0.028259070038643586,0.051752847372981435
CASP1D,2,5393,RF,0.019506387853819786,0.015952813522388067,0.005577609106435311,4.9540040493011475,0.010375204415952754,0.00116202603028481,0.0016680853200101958,0.0028301127704713743,0.026181302702414755,0.04568769055623454
CASP1D,2,5393,tabICL,0.023493298717385834,0.033897909531297045,0.01145272832165246,10.648732900619507,0.022445174055187513,0.0030794048995793715,0.0023345936341454846,0.005413998533724854,0.028555214196006297,0.05204851291339213
CASP1D,2,5393,PartitionWise,0.00211486257471465,0.0008241175382479926,0.0001320825114614843,0.18998312950134277,0.000692035026786475,-2.5205780979831173e-05,0.00011365854014123988,8.845417933778799e-05,0.007176778053335109,0.009291640628049758
CASP1D,2,5393,TabPFN,0.018709821117044584,0.021772073902689527,0.007197500013148506,7.997632265090942,0.014574566735083939,0.0017128528143212612,0.00177100098518638,0.0034838537995076383,0.023771736595665043,0.04248155771270963
CASP1D,2,8728,BetterCatBoost,0.0196134031472077,0.01735231592144667,0.007266515043511579,16.92745351791382,0.010085800877935114,0.0016519024471017135,0.0013998707489717155,0.0030517746612018087,0.023946212200945734,0.04355961534815343
CASP1D,2,8728,CheapBetterLGBMClassifier,0.019670697250729056,0.01575029829685537,0.006510259483860648,4.612057685852051,0.009240038812994733,0.001436517944857199,0.0013111146716049571,0.0027476340815905304,0.024003506304467088,0.04367420355519614
CASP1D,2,8728,XT,0.02555988518266018,0.02346596032191378,0.0073803819556597875,2.862938404083252,0.01608557836625397,0.0015858598969771347,0.002076269067089162,0.0036621304291946767,0.029812418767462705,0.055372303950122895
CASP1D,2,8728,RF,0.022420494850290105,0.019403123165725254,0.006757294430649674,7.071030616760254,0.012645828735075582,0.0011771177656578063,0.0017202942191354349,0.0028974134499216153,0.026443854588688233,0.048864349438978334
CASP1D,2,8728,tabICL,0.026568621720950213,0.03482577523985504,0.01204344555759077,18.268861770629883,0.02278232269987871,0.0030045192022863125,0.0025510690050694037,0.0055555882073557135,0.030901430774688245,0.057470052495638455
CASP1D,2,8728,PartitionWise,0.0035972703540485622,0.0007141315656618352,0.0003812165496235753,0.2317647933959961,0.0003329150160382488,7.341267035436416e-05,6.977207206360081e-05,0.00014318620754634194,0.007930079407786594,0.011527349761835157
CASP1D,2,8728,TabPFN,0.02434613092396299,0.028104140954722877,0.010661023008612446,14.68971848487854,0.017443110963724907,0.0026780637800421585,0.0021397331090067416,0.004817796889048898,0.028678939977701018,0.05302507090166401
CASP1D,2,14127,BetterCatBoost,0.023762767052023157,0.025394313637655607,0.012298790593479703,27.975821256637573,0.013095523044175928,0.003167828160399197,0.0017044012182168722,0.004872230845963751,0.028059579876088002,0.05182234692811116
CASP1D,2,14127,CheapBetterLGBMClassifier,0.02516418904354909,0.025450477575115326,0.011630925978745498,7.355131387710571,0.013819551596369838,0.0028161419924280563,0.001814382164842071,0.004630525624617801,0.02946100186761394,0.05462519091116304
CASP1D,2,14127,XT,0.029326485008913862,0.03658198823148904,0.01746082993599537,3.7127647399902344,0.019121158295493712,0.0050146783252927925,0.0024619429220523346,0.007476622714692807,0.03372235238830502,0.06304883739721887
CASP1D,2,14127,RF,0.02740136999121672,0.03005715430215532,0.015170941748718757,11.700062036514282,0.014886212553436529,0.004021130877868312,0.0021197657568161445,0.006140898102032141,0.03189642258360401,0.05929779257482073
CASP1D,2,14127,tabICL,0.03292952689904473,0.04879992341821826,0.02145953869967008,35.01404070854187,0.027340377744657918,0.00602021049414588,0.0029803759284398406,0.009000586422585726,0.03722633972310958,0.07015586662215431
CASP1D,2,14127,PartitionWise,0.0026194307962014115,0.0011224180311734666,0.00038061530112037945,0.5706353187561035,0.0007418027300530872,6.603706691971079e-05,0.00012497983019606196,0.00019101836446345778,0.006916243620266263,0.009535674416467674
CASP1D,2,14127,TabPFN,0.027500353340246426,0.035438546446872624,0.01574030029768586,29.60345482826233,0.019698239175296485,0.004166597384891449,0.0023380186519994933,0.006504616036890942,0.031797166164311275,0.05929751950455771
CASP1D,2,22865,BetterCatBoost,0.02793351294252457,0.030723586255984404,0.01497421162639886,44.79469323158264,0.015749374629585568,0.0038687804794329734,0.0020116865228298254,0.005880468522854126,0.03136673162365648,0.05930024456618105
CASP1D,2,22865,CheapBetterLGBMClassifier,0.02889568246795134,0.03256826111731671,0.015448775039133056,13.363675832748413,0.017119486078183643,0.0038672077051304433,0.00214960230856599,0.006016811534287761,0.032328901149083246,0.06122458361703459
CASP1D,2,22865,XT,0.035713964151965955,0.044706882721124865,0.020991259638587344,5.064835548400879,0.02371562308253755,0.006273237904050899,0.0030532104482110718,0.009326449872853295,0.03909907410865849,0.07481303826062444
CASP1D,2,22865,RF,0.03283620340517045,0.03991399506399681,0.01948262557837327,19.617555618286133,0.020431369485623508,0.00517045963353453,0.0025478283915470134,0.007718289545672876,0.03616445789237056,0.06900066129754102
CASP1D,2,22865,tabICL,0.0373758960859848,0.057235525097625174,0.025552442670563447,75.04154777526855,0.03168307565698251,0.007191283813323471,0.003454045584948817,0.010645329398272289,0.04080911476711671,0.07818501085310152
CASP1D,2,22865,PartitionWise,0.003560017163034552,0.001528566412446919,0.00026291619761881213,0.6332342624664307,0.0012656502148281068,5.33787773544625e-05,0.00019285689106383896,0.0002462371890096321,0.006993235844166462,0.010553253007201014
CASP1D,2,22865,TabPFN,0.030964350319784582,0.04184461340119346,0.01944862160475136,65.43345403671265,0.022395985026362898,0.0051476666281028705,0.0026147307614959535,0.007762397389598824,0.034397569000916485,0.06536191932070107
CASP1D,3,300,BetterCatBoost,-0.010666670004526774,-0.009608032442422327,-0.0029773510313097495,7.369285583496094,-0.006630681411112571,-0.0006966995303311838,-0.0005570546989905778,-0.00125375373013287,0.009333353837331134,-0.0013333161671956382
CASP1D,3,300,CheapBetterLGBMClassifier,0.0033333293596903477,-0.013677934926855017,-0.001962944739499256,1.3944761753082275,-0.011714990187355745,-0.0005701422788016511,-0.0009357824000254894,-0.0015059241796382418,0.02333335320154826,0.026666682561238608
CASP1D,3,300,XT,0.00033332784970601417,-0.020914097725164706,-0.014283017838386935,3.3931102752685547,-0.006631079886777752,-0.004827370869559262,-0.00010233383252223199,-0.004929704202892603,0.02000001827875773,0.02033334612846375
CASP1D,3,300,RF,-0.004666672547658284,-0.024019856100466107,-0.024319642122503426,4.331422328948975,0.0002997860220373072,-0.00913007457326297,0.0002140365378481307,-0.008916037536225946,0.014000017642974854,0.00933334509531657
CASP1D,3,300,tabICL,-0.004000001748402914,-0.0016733805221710307,-0.0010190501071407176,3.8131895065307617,-0.0006543410949303441,-0.0002177380087474992,4.2940735196071725e-05,-0.0001747972735514261,0.016000022093454996,0.012000020345052086
CASP1D,3,300,PartitionWise,-0.028000009854634605,-0.16002170147034414,-0.00938049442167661,0.19675970077514648,-0.15064120704866757,-0.0021013377079918587,-0.002840689564865634,-0.004942026773668597,-0.007999986012776693,-0.035999995867411295
CASP1D,3,300,TabPFN,-0.0013333360354105632,-0.00258509945818719,-0.003313356564183406,3.640934467315674,0.0007282464260961796,-0.0007932730608930224,0.00036386004008818335,-0.000429413020804835,0.018666687806447348,0.017333351771036783
CASP1D,3,486,BetterCatBoost,-0.012806655900141777,-0.0019263341313827953,-0.0009788892487899547,8.300415992736816,-0.0009474448825928239,-0.00018258278660047145,-8.697739174276382e-05,-0.00026955954217525445,0.004971613260462188,-0.007835042639679591
CASP1D,3,486,CheapBetterLGBMClassifier,-0.0020597551713209517,-0.00326315097792334,-0.0014466879838664292,1.51011323928833,-0.0018164629940569,-0.000338952160093188,-0.00012891344064066835,-0.00046786496456587554,0.015718513989283013,0.013658758817962063
CASP1D,3,486,XT,-0.0070418758565893485,-0.0725824563207657,-0.02288768856688158,3.324871301651001,-0.04969476775388411,-0.007599173556195091,-0.001694822619944311,-0.009293995539971423,0.011563239211963899,0.004521363355374551
CASP1D,3,486,RF,-0.004784354731180331,-0.06786487782374986,-0.02201909978863542,4.201225280761719,-0.045845778035114415,-0.0073943284291408465,-0.0014673611336315686,-0.008861688926604423,0.011556926920818777,0.006772572189638446
CASP1D,3,486,tabICL,-0.002465813129343987,-0.00011813554560129447,-0.0009364596262651737,3.3716039657592773,0.0008183139251053184,-0.00022104370585873805,0.00012976425796660946,-9.127944789212305e-05,0.015312456031259978,0.012846642901915988
CASP1D,3,486,PartitionWise,0.0014075221123505768,-0.10291261268980056,-0.0013021099667715641,0.14400959014892578,-0.10161050272302896,-0.00044058514276085203,5.324107550750412e-05,-0.00038734343108536435,0.01918579127295454,0.020593313385305116
CASP1D,3,486,TabPFN,0.00019356053727766117,-0.001042166415374135,-0.0006218417455434166,2.910203218460083,-0.00042033482538924585,-0.0001641242309516025,4.472838760862935e-05,-0.00011939584334296483,0.01797182969788163,0.018165390235159288
CASP1D,3,786,BetterCatBoost,0.006653216989888286,-0.0009918235974340662,0.000701964858563725,9.894711017608643,-0.0016937884559977579,-1.595957664651676e-05,-0.00022978571159954219,-0.00024574336361387337,0.003533027980016776,0.010186244969905061
CASP1D,3,786,CheapBetterLGBMClassifier,0.004629513472114409,-0.001864608095118714,0.0014705100139560945,1.669811487197876,-0.0033351181090748526,0.00025053958386499485,-0.0004536484202841126,-0.00020310691178691554,0.001509324462242899,0.006138837934357307
CASP1D,3,786,XT,0.019637981223683296,-0.0038579360395907926,-0.0020821771197378157,3.6653635501861572,-0.0017757589198530044,-0.002262836364328688,0.0002724708642092066,-0.0019903635754872835,0.018558427119345414,0.03819640834302871
CASP1D,3,786,RF,0.013265329447040957,-0.019150664360608395,-0.006559724629320007,4.134958267211914,-0.012590939731288369,-0.0037231260791826177,-0.0007406051837003421,-0.004463729338250774,0.010146752646937634,0.023412082093978596
CASP1D,3,786,tabICL,0.021279522384221268,0.01276806313945178,0.007332345831183395,3.996427059173584,0.005435712084815058,0.001421330637669986,0.0007308298305108693,0.002152160468180861,0.018159333374349763,0.039438855758571034
CASP1D,3,786,PartitionWise,-0.00363945538292371,-0.05675697213642732,-0.007955772840552138,0.16302728652954102,-0.04880119929587519,-0.0018987476687976775,-0.0014148768369562207,-0.003313622581121706,-0.00675964439279522,-0.010399099775718932
CASP1D,3,786,TabPFN,0.009563808686058722,0.0009151519134835806,0.0020931182987728334,3.9639527797698975,-0.0011779716087426007,0.00016782939651658336,-0.0001177699590005174,5.00594375160604e-05,0.00644361967618721,0.01600742836224594
CASP1D,3,1272,BetterCatBoost,0.0313580250504467,0.020233729354442398,0.014781649235454452,11.243664503097534,0.005452080118987968,0.0035444064450540656,0.0008492067513596602,0.004393615500185128,0.022088325254818124,0.053446350305264824
CASP1D,3,1272,CheapBetterLGBMClassifier,0.026174761455368623,0.012928243366952996,0.008690636631880267,1.8445439338684082,0.004237606735072774,0.001751739829757354,0.0006500999288173215,0.002401842062346074,0.016905061659740043,0.04307982311510867
CASP1D,3,1272,XT,0.030343050049726882,0.022701316587317742,0.012672260841420757,3.6026906967163086,0.01002905574589703,0.002623376112161907,0.0014662434718792,0.004089621887812506,0.020524639112632435,0.05086768916235932
CASP1D,3,1272,RF,0.02664504176804326,0.003833752239667343,0.008943789046556539,2.7664809226989746,-0.005110036806889184,0.0016105722527394507,0.0004000262284708955,0.00201060078498175,0.016353572391149564,0.04299861415919283
CASP1D,3,1272,tabICL,0.030118565784296503,0.025060078865559755,0.013182071996744782,4.2315993309021,0.011878003096666511,0.003041466332932366,0.0014861155582709868,0.00452758189120335,0.020848865988667923,0.05096743177296442
CASP1D,3,1272,PartitionWise,0.011080423311372222,-0.007659867578040913,0.0014176089711542272,0.16431617736816406,-0.009077476549195117,0.0007195384986037028,-0.00015378776017017093,0.0005657530422049278,0.0018107235157436403,0.012891146827115863
CASP1D,3,1272,TabPFN,0.02610714072335994,0.018961418376421835,0.010139004389979745,3.469353437423706,0.00882241021429363,0.0021341755730556523,0.0011302583769619095,0.0032644339500175618,0.01683744092773136,0.042944581651091294
CASP1D,3,2059,BetterCatBoost,0.002383590665255685,-0.002021612787969007,-0.0009631334210572718,9.71540379524231,-0.0010584793669117022,-0.0003152350946765303,-0.00012073563650307761,-0.0004359691754346418,0.0052466291765204415,0.007630219841776126
CASP1D,3,2059,CheapBetterLGBMClassifier,0.0012127568280055102,-0.0002433672631901862,-0.000637518304863105,1.9740827083587646,0.00039415104167291883,-0.00014220440000882462,7.15911133767011e-05,-7.061173088717399e-05,0.004075795339270267,0.005288552167275777
CASP1D,3,2059,XT,0.00927608740987839,-0.019132975167323985,-0.010214480109070879,2.62215256690979,-0.008918495058253133,-0.0038550072906982508,-8.262479162345627e-05,-0.003937630526576743,0.012430033329975916,0.02170612073985431
CASP1D,3,2059,RF,0.0024237495152354925,-0.025213316403133956,-0.011165453747935528,3.0094900131225586,-0.01404786265519845,-0.003918408354223688,-0.0006893311961358283,-0.004607737994614561,0.006891918346967642,0.009315667862203137
CASP1D,3,2059,tabICL,-0.0015541104538453713,0.002045502357688689,-0.0005898376231586622,6.140624761581421,0.002635333345332491,-0.00012980428749990726,0.00024027391690757406,0.00011046962940766402,0.001308928057419384,-0.000245182396425987
CASP1D,3,2059,PartitionWise,0.005930230831848165,-0.001774824517729534,-0.0008699117092238584,0.1710498332977295,-0.0009049128085056535,-0.00020242353777247534,-8.317889419754698e-05,-0.00028560087622505335,0.008793269343112921,0.014723500174961084
CASP1D,3,2059,TabPFN,-0.0005844165054277857,-0.0035869832735862307,-0.0006178508940160477,3.67414927482605,-0.0029691390150849983,-0.00018189312075449492,-0.00036473654304310934,-0.0005466296637976015,0.00227862200583697,0.0016942055004091853
CASP1D,3,3332,BetterCatBoost,0.01977847882330362,0.013479310112840825,0.007309070722294276,13.988789558410645,0.006170239390546561,0.0015854796506182295,0.0009538928427805903,0.002539374147964188,0.021038683385612114,0.040817162208915736
CASP1D,3,3332,CheapBetterLGBMClassifier,0.01908616837305953,0.010571695042158758,0.005305356312896703,2.746429920196533,0.005266338729262054,0.0011894122816776792,0.0008284326822226463,0.0020178466184656934,0.020346372935368024,0.03943254130842756
CASP1D,3,3332,XT,0.02508933760163414,0.015936190518066783,0.011433478487700256,2.247711420059204,0.004502712030366518,0.002684197722222709,0.0014760852069087894,0.00416028458369688,0.025689871626955955,0.0507792092285901
CASP1D,3,3332,RF,0.02016675360537879,0.010406723807968943,0.006680745794859599,3.5411393642425537,0.0037259780131093543,0.0015485431871278988,0.001113634125142368,0.002662178966835643,0.021696237577262082,0.04186299118264088
CASP1D,3,3332,tabICL,0.02445699925603239,0.02690668056387374,0.01277760635060432,6.831641435623169,0.014129067956028741,0.0034564615190152553,0.001735809179177289,0.005192270698192547,0.02571720381834089,0.05017420307437328
CASP1D,3,3332,PartitionWise,0.002519943958710053,-0.0016331084812091223,0.00012935154930686642,0.17556476593017578,-0.0017624600305159777,3.8921645699352416e-06,-0.0002263433743602883,-0.0002224495552249739,0.0037801485210185483,0.006300092479728602
CASP1D,3,3332,TabPFN,0.02220821463316944,0.016941369543695507,0.008791751719588025,4.96010684967041,0.008149611566866777,0.002288401924209901,0.0012109053664943776,0.0034993072907042815,0.023468419195477937,0.045676633828647374
CASP1D,3,5393,BetterCatBoost,0.02028624258412779,0.01594721292461937,0.009467713094112106,14.368835926055908,0.006479499830507285,0.002318256248264519,0.0008845547386686969,0.0032028129559035197,0.01644690441106431,0.036733146995192104
CASP1D,3,5393,CheapBetterLGBMClassifier,0.01908102816481553,0.013056716231831888,0.00790341740674504,3.3883543014526367,0.005153298825086838,0.001798001897439519,0.0007447923297906195,0.0025427961962004447,0.01524168999175204,0.034322718156567567
CASP1D,3,5393,XT,0.026016985030988093,0.02140327664923236,0.01029809222593021,2.51037335395813,0.011105184423302161,0.0021035887623484877,0.0015227780813484749,0.0036263688126672603,0.022437180447573635,0.048454165478561725
CASP1D,3,5393,RF,0.024812251571773625,0.010547386512585155,0.007465574043111134,4.9577109813690186,0.003081812469474021,0.001426531189972488,0.000990840407242119,0.002417373566184919,0.02086202562704833,0.04567427719882196
CASP1D,3,5393,tabICL,0.029131274332242902,0.031365606959861826,0.013373202332752932,11.522727966308594,0.01799239957337715,0.0032240575921460624,0.0019424148256927565,0.005166472417838816,0.025291936159179414,0.05442321049142231
CASP1D,3,5393,PartitionWise,0.0016148943877293165,-0.0011594299590772406,-0.00031498551072084435,0.19437503814697266,-0.000844444448356374,-3.925338498126929e-05,-0.00012622659140830995,-0.0001654780074192702,-0.0022244437853341683,-0.000609549397604852
CASP1D,3,5393,TabPFN,0.0271848736097135,0.022425207108700173,0.010831573647997616,8.530278205871582,0.011593628406970802,0.0025151988591209733,0.0014228172190586586,0.003938016078179632,0.023345535436650015,0.05053040904636351
CASP1D,3,8728,BetterCatBoost,0.02629462906629721,0.022356851626583064,0.011644981870296089,18.372915267944336,0.01071186975628704,0.0027153533243264973,0.001422720009648748,0.004138075081723652,0.026043436045707347,0.05233806511200455
CASP1D,3,8728,CheapBetterLGBMClassifier,0.02514906879468739,0.0205768690676958,0.01011722048640321,4.635945558547974,0.010459648581292613,0.0022791223065151884,0.001434861094841569,0.0037139851491051644,0.02489787577409753,0.050046944568784925
CASP1D,3,8728,XT,0.028792016046154112,0.02557047957429718,0.011410973922666878,2.8076019287109375,0.014159505651630289,0.0038305606162924942,0.0019862712862077775,0.005816833650248682,0.02785342582617441,0.05664544187232852
CASP1D,3,8728,RF,0.0254349918234984,0.020667874420057943,0.012496347486479232,7.561594009399414,0.008171526933578744,0.0029899656865040257,0.0014109941576852692,0.0044009615919376995,0.025722381950409556,0.05115737377390796
CASP1D,3,8728,tabICL,0.03237796723842034,0.03898114211700297,0.017432041916137807,18.08466863632202,0.02154909430031928,0.00449366637597437,0.0024731401515846073,0.006966806527558977,0.03212677421783048,0.06450474145625082
CASP1D,3,8728,PartitionWise,0.003974911963286607,0.00015044663129331058,0.0002566443286740494,0.21001338958740234,-0.00010619769738071661,4.891775750139049e-05,-9.938861004302191e-06,3.898064424548431e-05,0.0037237189426967453,0.007698630905983351
CASP1D,3,8728,TabPFN,0.0298349271439379,0.0298575769567071,0.013439136534057016,14.482866764068604,0.016418434522104196,0.0031148691916894817,0.0019744898645625954,0.005089359056252079,0.029583734123348037,0.059418661267285934
CASP1D,3,14127,BetterCatBoost,0.026977216327596327,0.024393752783702684,0.013111941375062363,28.706436157226562,0.011281811408640308,0.0031653826869805085,0.0015324023227854034,0.004697786738984711,0.02702656721477925,0.05400378354237558
CASP1D,3,14127,CheapBetterLGBMClassifier,0.028626548793397134,0.025083464849608363,0.012759443875764442,7.172147989273071,0.012324020973843896,0.0030076337525871077,0.0016532899387140393,0.004660925420519943,0.02867589968058006,0.05730244847397718
CASP1D,3,14127,XT,0.03488379386321739,0.04068132121351471,0.021320910828409322,3.676567554473877,0.019360410385105366,0.006232566491356961,0.002574498260969227,0.008807066481544997,0.03510313361845423,0.06998692748167162
CASP1D,3,14127,RF,0.030565948804392774,0.032913483191504986,0.017529660961981264,11.875388622283936,0.015383822229523725,0.004639030811621999,0.002094872029618397,0.006733904570459204,0.030480828686372828,0.06104677749076561
CASP1D,3,14127,tabICL,0.036759812630696144,0.048562723867526345,0.023172097872968422,34.91217255592346,0.025390620023082688,0.006307380287368913,0.0028757823913406755,0.009183162678709588,0.036809163517879065,0.07356897614857522
CASP1D,3,14127,PartitionWise,0.0036244972591870693,-0.0001709522637355354,-0.00018689522456893926,0.5578064918518066,1.594296083339275e-05,-3.973765172331223e-05,7.10151115195512e-06,-3.26344113525584e-05,0.003673848146369995,0.007298345405557063
CASP1D,3,14127,TabPFN,0.03261154663636166,0.035764683027082765,0.017777768260536397,29.38820481300354,0.017986908795071154,0.004480786251368138,0.002218773621696388,0.00669955987306452,0.032660897523544584,0.06527244415990624
CASP1D,3,22865,BetterCatBoost,0.031056188942696315,0.03154753450882101,0.01738036416376084,47.81420159339905,0.014167170345060164,0.004402188569076998,0.0018309892176992305,0.006233179644419573,0.029022536860653064,0.060078725803349387
CASP1D,3,22865,CheapBetterLGBMClassifier,0.03190027408362113,0.03288032317464505,0.017519550623111557,14.645119905471802,0.015360772551533498,0.00435230239236947,0.0019468685922503421,0.006299172842263159,0.02986662200157788,0.06176689608519901
CASP1D,3,22865,XT,0.038163121847206515,0.04809768496405671,0.025925936572875553,5.130076169967651,0.02217174839118118,0.007819153180111815,0.0028141462554088477,0.010633301293164005,0.03610322851856297,0.07426635036576948
CASP1D,3,22865,RF,0.035827674569589366,0.042657810879329384,0.024036305122626434,20.015204668045044,0.01862150575670294,0.006610951984298225,0.0023667311618593783,0.008977685003800955,0.03355347981422703,0.0693811543838164
CASP1D,3,22865,tabICL,0.04195057276482397,0.059212637116802504,0.02993297403775195,75.53991222381592,0.029279657599170884,0.008471067334893292,0.0032501192756518695,0.011721186610545165,0.03991692068278073,0.0818674934476047
CASP1D,3,22865,PartitionWise,0.003105169538593438,0.00038557898573154947,0.00025445533842222146,0.6359043121337891,0.0001311236473092947,4.629664725444293e-05,2.0568512445906516e-05,6.686701734369694e-05,0.0010715174565501897,0.004176686995143628
CASP1D,3,22865,TabPFN,0.036383112118694105,0.04434830361312644,0.02286219663918383,65.48732423782349,0.021486101494062958,0.005957843557003417,0.002534216743290568,0.008492060300293989,0.034349460036650854,0.07073257215534495
CASP1D,4,300,BetterCatBoost,0.010666653315226236,-0.0053179901050010026,-0.00608637523510216,9.181210279464722,0.0007683851301011791,-0.001785002268730168,-3.733455234538885e-05,-0.0018223348833037278,0.007333343823750812,0.01799999713897705
CASP1D,4,300,CheapBetterLGBMClassifier,0.0029999895890553798,-0.011992354684907659,-0.0015563153628203596,1.3328020572662354,-0.010436039322087264,-0.0005091027716669055,-0.0012803358108227053,-0.0017894366447177817,-0.00033331990242004526,0.0026666696866353362
CASP1D,4,300,XT,0.006666657129923504,-0.021297969029198626,-0.009965563409998657,3.396981954574585,-0.011332405619199926,-0.0038477797155496095,-0.0009447426785125779,-0.0047925204562903525,0.0023333474000295008,0.009000004529953002
CASP1D,4,300,RF,-0.005000009934107462,-0.041171790323824106,-0.016875384671329006,4.323171377182007,-0.02429640565249507,-0.005499705641475536,-0.0016784463822162783,-0.007178150085919985,-0.005999986330668132,-0.010999996264775594
CASP1D,4,300,tabICL,0.0033333253860473645,0.0027424297159219123,0.0016512882138594366,3.550841808319092,0.0010911363289062503,0.00046717038688559863,0.00011793365100554176,0.0005851040378911432,1.5894571939525924e-08,0.003333341280619302
CASP1D,4,300,PartitionWise,-0.0076666796207427975,-0.24393741487632567,-0.014132514989869893,0.24232029914855957,-0.22980489988645597,-0.0035036393353966968,-0.0037551844392812255,-0.007258821836906093,-0.010999989112218223,-0.01866666873296102
CASP1D,4,300,TabPFN,0.006666661898295083,0.0021918824737573008,0.004085195876688197,3.6730589866638184,-0.001893318576087133,0.0012301804063220817,-0.0002711646220025926,0.000959015784319489,0.0033333524068196617,0.010000014305114744
CASP1D,4,486,BetterCatBoost,0.0012518289714719341,0.001107026165380809,-0.0014715332227800526,9.56023645401001,0.0025785593881608726,-0.0004708926646911249,0.0003604837971856262,-0.0001104075905452584,0.008636662407270512,0.009888491378742445
CASP1D,4,486,CheapBetterLGBMClassifier,-0.001232915633908076,-0.002257613900082478,-0.003662404070208669,1.5747652053833008,0.001404790170126191,-0.001246129028980425,0.00020894952365743124,-0.0010371782283627533,0.006151917801890503,0.004919002167982426
CASP1D,4,486,XT,0.008447288155129351,-0.0180077063636064,-0.016470798509817676,3.38893461227417,-0.0015369078537887716,-0.006356163934463097,0.0005041717599521295,-0.005851990897550727,0.018720823168980306,0.027168111324109658
CASP1D,4,486,RF,0.010113604066749635,-0.06906813776205793,-0.004853421728861007,4.281707048416138,-0.06421471603319692,-0.002784845235162081,-0.001178086930465616,-0.003962930888667451,0.017498437502548213,0.027612041569297852
CASP1D,4,486,tabICL,0.0055838377130124385,0.00027976731321730506,-0.0017822112213568219,3.611997127532959,0.0020619708319007503,-0.00046617407575109124,0.000350748235023618,-0.00011542584072747052,0.012968671148811017,0.018552508861823455
CASP1D,4,486,PartitionWise,-0.02015990774530675,-0.010940821364979526,-0.009376887398569012,0.14365625381469727,-0.0015639339664105356,-0.0021046335829864233,-0.0006608812668181169,-0.0027655135728442944,-0.012775074309508172,-0.03293498205481492
CASP1D,4,486,TabPFN,0.0012371117306738781,-0.00037849393107827203,-0.000530935753407702,3.061788558959961,0.00015243411965604192,-0.00016578459324911033,6.173397587796447e-05,-0.00010405061737114307,0.008621945166472456,0.009859056897146336
CASP1D,4,786,BetterCatBoost,0.00992662028171435,0.003045896359860889,-0.000510958309231524,10.238560438156128,0.0035568546690923795,-0.0006483383563949868,0.0005002613058744082,-0.00014807544452039023,0.01197453576269183,0.021901156044406178
CASP1D,4,786,CheapBetterLGBMClassifier,0.010320074781433071,0.0018517729730682664,0.0008394714916680091,1.723785638809204,0.0010123014814002573,-6.987625649539642e-05,0.00018252513032653573,0.0001126504798313277,0.01236799026241055,0.02268806504384362
CASP1D,4,786,XT,0.019197765662863707,-0.009377287501340125,-0.006387276578512136,3.6552467346191406,-0.0029900109228280236,-0.004390938476112258,0.00045218263258008096,-0.003938754237531978,0.022392983881781143,0.04159074954464485
CASP1D,4,786,RF,0.012211552800780812,-0.021387997102504396,-0.011802269587079339,4.137259483337402,-0.00958572751542508,-0.005492141321302044,0.00010890851431120951,-0.005383231200990648,0.015526903276336601,0.027738456077117418
CASP1D,4,786,tabICL,0.010567599849759364,-0.0013686734942589874,-0.0044692040742320025,4.010467290878296,0.0031005241368298963,-0.0018100437050348694,0.0004331965000810067,-0.0013768472049538656,0.012615515330736843,0.02318311518049621
CASP1D,4,786,PartitionWise,0.004318298077108514,-0.036860741956956856,-0.0026389932331591483,0.15738177299499512,-0.034221748723797706,-0.0007406373793780868,-0.000919421996140446,-0.0016600577695183387,0.006366213558085991,0.010684511635194505
CASP1D,4,786,TabPFN,0.008767230064938321,-0.001050176534240521,-0.0003567377712919151,3.15594220161438,-0.000693445206091714,-0.0002608826267636227,1.786800933868127e-05,-0.00024301461742494423,0.010815145545915799,0.01958237561085412
CASP1D,4,1272,BetterCatBoost,0.022039513976297498,0.012633671880665952,0.007512389313480772,12.421249628067017,0.00512128256718517,0.0015385715846021636,0.0007883085135647116,0.0023268821127557906,0.01746025728704533,0.03949977126334283
CASP1D,4,1272,CheapBetterLGBMClassifier,0.021953981468591753,0.010506222626270234,0.0078013107826170654,1.9403338432312012,0.002704911843653146,0.001833306617095945,0.0004751206445520573,0.0023084292762369117,0.01737472477933958,0.03932870624793133
CASP1D,4,1272,XT,0.02612195996456314,0.010459972258956618,0.005996222558899677,3.6502013206481934,0.004463749700056918,0.0008566296221427794,0.0009554184304044838,0.0018120500671361644,0.02201236470606623,0.04813432467062937
CASP1D,4,1272,RF,0.022347990759401498,0.006949045367784202,0.005271055583914696,2.6910650730133057,0.0016779897838694936,0.0008739769880357628,0.0008031127333225002,0.0016770917359471755,0.019337669931408504,0.04168566069081
CASP1D,4,1272,tabICL,0.023837571872942644,0.02362229720027579,0.009585505268559358,4.845497369766235,0.014036787052607903,0.002194115794583712,0.0016502750832135039,0.003844390877797213,0.01925831518369047,0.043095887056633114
CASP1D,4,1272,PartitionWise,0.003865356631571263,-0.020587147728965204,-0.0011062533074993274,0.14818024635314941,-0.0194808944214659,-0.00028448580907969865,-0.0005349320611565233,-0.0008194158556473152,-0.0007139000576809083,0.003151456573890355
CASP1D,4,1272,TabPFN,0.017619571043455955,0.009986792320861781,0.003887379577495542,3.149629831314087,0.006099407864257689,0.0007542351677654908,0.0008486685495168039,0.0016029037172822947,0.01304031435420378,0.03065988539765973
CASP1D,4,2059,BetterCatBoost,0.021861775082125768,0.00990037317673964,0.006194120088504817,12.376593351364136,0.0037062530882348344,0.0012984416740175336,0.0005848450383869885,0.001883288807598052,0.015975138399097654,0.037836913481223415
CASP1D,4,2059,CheapBetterLGBMClassifier,0.022392212688729988,0.008367377066767545,0.004550805885889586,2.1894638538360596,0.003816571180877926,0.0008586246966184929,0.0005889903084298626,0.0014476171002418992,0.01650557600570187,0.03889778869443186
CASP1D,4,2059,XT,0.025308732294927618,0.007113819857517389,0.0023428797263212453,2.7463064193725586,0.00477094013119615,-0.00033960314192093557,0.0009682567231173667,0.000628655676389972,0.01947111141007805,0.044779843705005665
CASP1D,4,2059,RF,0.020595742695173818,-0.006449273928517884,0.004056054311379065,2.963239908218384,-0.010505328239896933,0.0005228353549701165,0.00011938929109034102,0.0006422267412539928,0.014515757639155292,0.03511150033432912
CASP1D,4,2059,tabICL,0.02749615358283568,0.024305109375295612,0.009523482444910192,5.941297769546509,0.014781622359822888,0.0020248324910492775,0.0015895823688913291,0.0036144148599406094,0.021609516899807564,0.04910567048264324
CASP1D,4,2059,PartitionWise,0.015650543010629354,-0.004828536202577371,-0.0006596760625772081,0.16962862014770508,-0.004168860140000163,-0.00028626512688236796,0.00014237799538895923,-0.00014388503629987338,0.00976390632760124,0.025414449338230595
CASP1D,4,2059,TabPFN,0.03021424580518099,0.021681661866593475,0.009364112141256375,3.5202536582946777,0.012317545154774573,0.002008610173317019,0.0015018038524422794,0.003510414025759301,0.02432760912215287,0.05454185492733386
CASP1D,4,3332,BetterCatBoost,0.02157937630968542,0.010290577463175877,0.007362166105952872,13.517760515213013,0.0029284113572230265,0.0017108082290240468,0.0004416772334551539,0.002152487838641334,0.01113552299102449,0.03271489930070991
CASP1D,4,3332,CheapBetterLGBMClassifier,0.020166075547806715,0.0072233467198850486,0.005624099313577102,2.5139007568359375,0.0015992474063079355,0.0012143519580941591,0.0002682762467158789,0.00148263058097218,0.009722222229145788,0.0298882977769525
CASP1D,4,3332,XT,0.029773390439052905,0.009642280453225316,0.008404519490334095,2.225717782974243,0.00123776096289121,0.0016403563633870023,0.0009839554247171977,0.0026243141642663557,0.018368980990133676,0.04814237142918658
CASP1D,4,3332,RF,0.025511602614672186,0.0029652632180502737,0.003920069701237006,3.6986026763916016,-0.0009548064831867431,0.00028906492202059877,0.00033653125391972514,0.0006255985521024631,0.014647508722445846,0.04015911133711803
CASP1D,4,3332,tabICL,0.03250265901976466,0.024279694939007425,0.010905896086605592,7.368140935897827,0.013373795357357499,0.002917259266502123,0.0015581042920743526,0.004475363558576473,0.022058805701103728,0.05456146472086839
CASP1D,4,3332,PartitionWise,0.014312334712095856,0.0017271590612098597,0.002880343866573354,0.18323779106140137,-0.0011531848053634608,0.0005513710700480956,-9.481870643917867e-05,0.0004565547397710673,0.003868481393434929,0.018180816105530788
CASP1D,4,3332,TabPFN,0.025210674932407907,0.0137562939267022,0.007823357903609874,4.816819429397583,0.0059329325280479735,0.001806944486788839,0.0008346600911307734,0.002641604577919607,0.014766821613746975,0.03997749654615488
CASP1D,4,5393,BetterCatBoost,0.024159099675790698,0.01739629421107648,0.008467166792332803,14.684275388717651,0.008929127418743665,0.001819595747096342,0.0012282557917616844,0.0030478534390594725,0.021435169330699583,0.04559426900649027
CASP1D,4,5393,CheapBetterLGBMClassifier,0.023917930180356754,0.017521307995154632,0.008487968853087568,3.3403937816619873,0.009033339142067076,0.001818481365570082,0.0012501915017158944,0.0030686747674874225,0.021193999835265643,0.045111930015622394
CASP1D,4,5393,XT,0.0282944151479957,0.022700563344310042,0.009025592775883596,2.546041250228882,0.013674970568426415,0.0015794878126101281,0.001663769497649123,0.0032432592104607,0.02497717074153998,0.053271585889535664
CASP1D,4,5393,RF,0.02555048077302034,0.02022028966299888,0.009515656514635285,4.894371271133423,0.010704633148363608,0.001997402517908653,0.0013860917804533412,0.003383496198563432,0.02367955252005326,0.049230033293073606
CASP1D,4,5393,tabICL,0.028461341872619127,0.032774085060530846,0.012719376559433481,10.858294010162354,0.020054703184125656,0.002951275843420184,0.0021913217049586873,0.005142597548378869,0.025737411527528016,0.05419875340014714
CASP1D,4,5393,PartitionWise,0.00266871014460862,-0.004586175656136604,-0.0033230470022572066,0.18806791305541992,-0.0012631286538793973,-0.0003420651301902722,-0.00017293908634583298,-0.0005150023163346479,-5.522020048249359e-05,0.002613489944126126
CASP1D,4,5393,TabPFN,0.029036085947777117,0.026203706592325692,0.01184436059852162,8.10339617729187,0.014359340676832377,0.0027459267309713764,0.0017199323953475093,0.00446585912631888,0.026312155602686,0.05534824155046312
CASP1D,4,8728,BetterCatBoost,0.03217163836278707,0.027087128885468992,0.015367232013494603,20.63552451133728,0.011719896871974379,0.003741734510273975,0.0014596664543371552,0.005201403178606475,0.024358076013366994,0.05652971437615406
CASP1D,4,8728,CheapBetterLGBMClassifier,0.032928184436351905,0.026320912255821616,0.014860274141266528,5.049562692642212,0.01146063811455511,0.0034818746790534595,0.0015048453396278583,0.004986722232676674,0.025114622086931836,0.05804280652328374
CASP1D,4,8728,XT,0.03823283283581762,0.03645973809391449,0.01915720598803865,2.8336119651794434,0.01730253210587581,0.005088574636242777,0.002264763926868579,0.007353340777106701,0.03044225187913761,0.06867508471495523
CASP1D,4,8728,RF,0.03387928467930884,0.032345193141668685,0.017567956169652944,7.4589362144470215,0.014777236972015795,0.004457473835613771,0.0018551058891761979,0.00631258193878532,0.026592863849565374,0.060472148528874226
CASP1D,4,8728,tabICL,0.03972160520494493,0.04845847717342553,0.023814282286340794,17.637215614318848,0.024644190771283037,0.006514359425696348,0.0027246415717852744,0.009239000997481626,0.03190804285552486,0.07162964806046977
CASP1D,4,8728,PartitionWise,0.010586271310777783,0.0019233845528521033,0.00185833968770458,0.21588468551635742,6.504486514750108e-05,0.0003928197616341278,1.4958632154921103e-05,0.0004077806077844054,0.002772708961357718,0.013358980272135501
CASP1D,4,8728,TabPFN,0.03623917691667554,0.04059806062606904,0.02165398554639788,14.809163093566895,0.018944070963869464,0.005831454974001721,0.0022079765531927338,0.008039431527194454,0.02842561456725547,0.06466479148393099
CASP1D,4,14127,BetterCatBoost,0.030813669027199682,0.027515628231466627,0.014396996099327309,27.70033288002014,0.013118632132139318,0.0034123524686692024,0.0016598285693467524,0.0050721830683355005,0.02597926664981654,0.056792935677016224
CASP1D,4,14127,CheapBetterLGBMClassifier,0.031726650795465536,0.028151298595734585,0.01455344726797705,7.167863368988037,0.013597851327757537,0.0033865512835736774,0.0017358977283267935,0.005122451042220022,0.026892248418082392,0.058618899213547924
CASP1D,4,14127,XT,0.03861393743582424,0.04080371265966144,0.02044831820234704,3.7039806842803955,0.0203553944573144,0.0053616266539515955,0.002696642476824049,0.008058271161095185,0.034275017301015336,0.07288895473683957
CASP1D,4,14127,RF,0.035003904145769274,0.03437150795227659,0.01781147863842466,11.790284872055054,0.0165600293138519,0.004314214146648776,0.002096706819946259,0.006410922996914589,0.02978722313641703,0.0647911272821863
CASP1D,4,14127,tabICL,0.04028469124308243,0.05315650573970029,0.02507280339293727,34.75864577293396,0.028083697527869732,0.006879296787470071,0.003050062818829258,0.009929359606299332,0.03545028886569928,0.07573498010878171
CASP1D,4,14127,PartitionWise,0.008869271174307932,0.0011553877597544559,0.0007439040147092957,0.5866889953613281,0.0004114837450451492,0.00014858455971105688,7.047878416449604e-05,0.0002190653741951043,0.004034868796924788,0.012904139971232723
CASP1D,4,14127,TabPFN,0.034182711245441456,0.04181565337924679,0.02132796303752581,29.507291793823242,0.020487685522827682,0.005488270484642638,0.0023513933435642563,0.007839663828206894,0.029348308868058316,0.06353102011349979
CASP1D,4,22865,BetterCatBoost,0.035088552162784364,0.03617006074806063,0.020119597069651784,50.10106134414673,0.016050463678408844,0.005123943912770215,0.0019846668377165506,0.007108612837325482,0.029337427961782007,0.06442598012456638
CASP1D,4,22865,CheapBetterLGBMClassifier,0.03640497488342592,0.03626923951954798,0.019018832052906463,15.140780687332153,0.01725040746664156,0.004767491968251714,0.0021446313941064195,0.006912125449196849,0.030653850682423565,0.06705882556584948
CASP1D,4,22865,XT,0.042903991561996424,0.05206816532843363,0.027777924356551485,5.11078667640686,0.02429024097188214,0.008087180895400042,0.002951915083994927,0.011039098066233674,0.0371353731097003,0.08003936467169673
CASP1D,4,22865,RF,0.039820676592333216,0.04533374246875874,0.02491565654699148,19.754616498947144,0.020418085921767228,0.006725575267285511,0.0025385918233510026,0.009264169177475226,0.03417451600133786,0.07399519259367107
CASP1D,4,22865,tabICL,0.04552809232281772,0.06507936925788799,0.03425264615512803,75.39973950386047,0.030826718500216056,0.009809516291674768,0.0033270458198589063,0.013136562111533679,0.03977696812181537,0.08530506044463311
CASP1D,4,22865,PartitionWise,0.009363641437544699,0.0019228447431031913,0.0012431107146737563,0.6339457035064697,0.0006797340284294573,0.00026256029504593826,0.0001098824694894085,0.0003724448513740569,0.0036125172365423417,0.012976158674087041
CASP1D,4,22865,TabPFN,0.039466426702549864,0.04931065685449668,0.0265420941844288,66.45422840118408,0.02276855806752397,0.007202256136147597,0.0025957885761868165,0.009798044712334416,0.0337153025015475,0.07318172920409735
CASP1D,5,300,BetterCatBoost,-0.0013333519299825035,-0.010049014946021794,-0.004863561544620221,9.162320137023926,-0.005185453401401541,-0.0010957568831797826,-0.0006053832580260737,-0.0017011379979221836,-0.00799999475479126,-0.009333346684773763
CASP1D,5,300,CheapBetterLGBMClassifier,-0.0053333465258280435,-0.02525256088706307,-0.010066593968748417,1.3082396984100342,-0.015185966918314675,-0.0025345919574923576,-0.0019655405855241283,-0.004500130399732816,-0.0119999893506368,-0.017333335876464843
CASP1D,5,300,XT,0.0076666557788848885,-0.043226764264161846,-0.026565724414909942,3.415022850036621,-0.0166610398492519,-0.01012159473587627,-0.0006195576988392376,-0.010741150291431842,0.002333345810572306,0.010000001589457195
CASP1D,5,300,RF,0.010666654904683432,-0.03577446882292008,-0.019180360061987246,4.346333742141724,-0.016594108760932848,-0.006964705846987387,-0.001129557698839248,-0.008094261402542945,0.0033333452542622876,0.01400000015894572
CASP1D,5,300,tabICL,0.0023333235581715905,-0.00582177551147729,-0.0002722267216184737,3.4344050884246826,-0.005549553176337385,-4.626677992443928e-05,-0.0007833050032301503,-0.0008295717831545868,-0.004333319266637166,-0.0019999957084655775
CASP1D,5,300,PartitionWise,-0.015666679938634236,-0.14405974584218625,-0.02119167838333219,0.16933989524841309,-0.12286806745885406,-0.006623752062744767,-0.0032334476924896854,-0.009857197611950756,-0.022333322763442992,-0.03800000270207722
CASP1D,5,300,TabPFN,-7.152557373463209e-09,-0.00808037632760793,-4.695220845332138e-05,3.937119722366333,-0.008033428505633178,-5.536177506049733e-05,-0.001157729471257579,-0.0012130912463180737,-0.006666649977366129,-0.006666657129923502
CASP1D,5,486,BetterCatBoost,-0.006029888591890758,-0.010564994429731167,0.0011318546324568524,10.043537378311157,-0.011696849062188019,0.0007037531423500359,-0.0014751676321042892,-0.0007714124604468464,-0.01084787442813089,-0.016877763020021648
CASP1D,5,486,CheapBetterLGBMClassifier,-0.0027140872543193716,-0.005729845205749112,0.002332905606586755,1.493619680404663,-0.008062750812335828,0.0007292317000868812,-0.0011384221195828049,-0.0004091883901885168,-0.007532073090559505,-0.010246160344878874
CASP1D,5,486,XT,0.0018093731888414503,-0.0663736322442643,-0.010078563882132973,3.353624105453491,-0.05629506836213133,-0.0037202841902817625,-0.0031232794914950344,-0.006843561652469392,-0.002613073380500576,-0.0008037001916591235
CASP1D,5,486,RF,0.00446033062945911,-0.0659585624852086,-0.01188424538543425,4.178554058074951,-0.05407431709977437,-0.0037728189636412834,-0.0026822202774314076,-0.006455037211765274,-0.0011802937365972723,0.0032800368928618353
CASP1D,5,486,tabICL,0.007357451869592196,0.006630086845512773,0.013156833903908694,3.299257755279541,-0.006526751881163561,0.004704184973541489,-0.0006240711176812117,0.00408011385586028,0.0025394660333520657,0.009896917902944266
CASP1D,5,486,PartitionWise,-0.016286568575950768,-0.05345883526609023,-0.010584472017858759,0.16302204132080078,-0.04287436324823151,-0.0024737723610978547,-0.0029250226136896427,-0.005398792945480099,-0.021104554412190897,-0.037391122988141665
CASP1D,5,486,TabPFN,0.012324843536094443,0.0038913669514587467,0.012497769113045737,3.343528985977173,-0.008606406984354647,0.003850577183125792,-0.0008461416284962317,0.00300443555462957,0.0075068576998543095,0.01983170123594875
CASP1D,5,786,BetterCatBoost,0.004366676809133603,0.0033046810689436046,0.00256349881812562,10.930853128433228,0.0007411822508179954,0.000961901690197664,0.00012062470341816373,0.001082527926047315,0.0076078519853461065,0.011974528794479706
CASP1D,5,786,CheapBetterLGBMClassifier,0.0052567842515507,0.0024527791555057853,0.0014964360645307983,1.805823802947998,0.0009563430909749759,0.0004844709365306496,0.00016034819310733057,0.0006448206620694632,0.008497959427763203,0.013754743679313902
CASP1D,5,786,XT,0.006016277496078307,-0.0341187023028358,-0.006245226327433823,3.6892988681793213,-0.027873475975401973,-0.0027421313039025464,-0.0008393183643807423,-0.0035814481358518073,0.008749510924162368,0.014765788420240678
CASP1D,5,786,RF,0.010603876847428084,-0.026958539916598863,-0.007366436983617913,4.032441854476929,-0.019592102932980936,-0.002763190635426277,-0.000782068326307521,-0.0035452574293023203,0.012444584060943599,0.023048460908371683
CASP1D,5,786,tabICL,0.0028251181665297654,-0.005110929976091527,-0.00237767344919525,4.239176511764526,-0.00273326325165259,-0.000821901569385472,-0.00032631805633197145,-0.001148219625717442,0.006066293342742267,0.008891411509272033
CASP1D,5,786,PartitionWise,0.008695467744038527,-0.018773590439377586,-0.0003270230433989163,0.15223240852355957,-0.018446567395978636,-0.0003318880706566052,-0.0005849143943789867,-0.000916800932604099,0.011936642920251029,0.020632110664289556
CASP1D,5,786,TabPFN,-0.001631060424547258,-0.006724258828812707,-0.0021824631029446484,3.2198219299316406,-0.004541802450624377,-0.0008299145747015472,-0.0005506342325564656,-0.0013805488072580155,0.0016101147516652454,-2.09456728820126e-05
CASP1D,5,1272,BetterCatBoost,0.009578188012664805,-0.003119172094508299,-0.0013946416721621947,11.024853467941284,-0.0017245304223460934,-0.0006885492904391236,-0.00018948391142019905,-0.0008780312858856484,0.006598437267522561,0.016176625280187366
CASP1D,5,1272,CheapBetterLGBMClassifier,0.006905655481757547,-0.002793688244414283,-0.001249645175788444,1.9749350547790527,-0.0015440430686258556,-0.0004611323280367674,-0.00020729713037757335,-0.0006684275424406527,0.003925904736615302,0.010831560218372848
CASP1D,5,1272,XT,0.009582512501638133,-0.04533565673595091,-0.006542247467998963,3.619425058364868,-0.03879340926795196,-0.002656920379597112,-0.0006084964521958766,-0.0032654149158192966,0.005737546172722891,0.015320058674361026
CASP1D,5,1272,RF,0.009737213602105794,-0.024719722164755643,-0.01234620679959284,2.6535143852233887,-0.012373515365162768,-0.004485995191324074,-0.0004604807727832533,-0.004946474048133637,0.0062840952574332535,0.016021308859539046
CASP1D,5,1272,tabICL,0.005733513035523186,0.0012284095572999364,0.0005052436912968805,4.181845664978027,0.0007231606094058263,-0.00034329729198130795,3.480593467834608e-05,-0.00030849135730295354,0.0027537622903809423,0.008487275325904129
CASP1D,5,1272,PartitionWise,0.0029004040602936846,-0.027768561268984044,-0.0030784372375557032,0.1601710319519043,-0.024690124031428333,-0.0007092667675667727,-0.0011232300145436302,-0.0018324948661367219,-7.934668484856078e-05,0.002821057375445122
CASP1D,5,1272,TabPFN,0.007150836018881386,-0.0019165991791785964,0.0008083344949636806,2.8975038528442383,-0.0027249389307395233,-0.00026115036227173787,-0.0003264507487585541,-0.0005876011110302878,0.004171085273739142,0.011321921292620529
CASP1D,5,2059,BetterCatBoost,0.02846394872098265,0.01270176359159536,0.009370146997142337,11.567228078842163,0.00333161659445298,0.0020336325388425865,0.00046794691113855036,0.0025015821736817934,0.012383137280672984,0.04084708600165563
CASP1D,5,2059,CheapBetterLGBMClassifier,0.02287729270072487,0.01165053337284746,0.00924829924574162,2.200144052505493,0.002402234127105829,0.002129256239094998,0.0003664734380340595,0.0024957324008296976,0.006796481260415206,0.029673773961140078
CASP1D,5,2059,XT,0.03074349824678742,0.009730190702582154,0.005488777909265885,2.559124708175659,0.004241412793316235,0.00010844213282053539,0.0007435943124964844,0.0008520391690176682,0.016024153848938277,0.0467676520957257
CASP1D,5,2059,RF,0.02802824057680709,0.004798847973299459,0.0051233826366629655,3.004391670227051,-0.00032453466336352933,0.0002911989393045822,0.0005562369842235626,0.000847438647228782,0.013258817033099973,0.041287057609907064
CASP1D,5,2059,tabICL,0.03224823729548056,0.026947324170247443,0.013518734357826833,5.445208787918091,0.013428587647717006,0.0031552713639174694,0.0015378484794997677,0.004693119843417237,0.0161674258551709,0.04841566315065147
CASP1D,5,2059,PartitionWise,0.015009313053731427,-0.0019358207842862906,-0.0011139234382587348,0.1713721752166748,-0.000821897346027578,-0.00036474545211845344,-0.0001379570030235505,-0.0005026997314413612,-0.0010714983865782385,0.01393781466715319
CASP1D,5,2059,TabPFN,0.02729713529439189,0.016629308780132412,0.010251644806826776,3.8110456466674805,0.0063776618086020306,0.002150933272077801,0.0007957775107918841,0.0029467107828696883,0.011216323854082225,0.038513459148474115
CASP1D,5,3332,BetterCatBoost,0.03187139305809146,0.020670594186699864,0.012532060623376562,12.905152797698975,0.008138533563323346,0.0028538374695253692,0.0010577247993909494,0.003911564848433508,0.018129188914842824,0.05000058197293429
CASP1D,5,3332,CheapBetterLGBMClassifier,0.03073038735635244,0.01745295927477113,0.010930577157923883,2.6553969383239746,0.00652238211684728,0.0024163145465099763,0.0008969468775953477,0.003313264003622507,0.016988183213103802,0.047718570569456234
CASP1D,5,3332,XT,0.03238186074248048,0.022253338133679367,0.01156455742321919,2.237032175064087,0.010688780710460222,0.0025463436567740748,0.0012582832375342468,0.0038046294738255104,0.01821937093152475,0.05060123167400523
CASP1D,5,3332,RF,0.03160175518531191,0.01887500397503533,0.01219433121989454,3.6665306091308594,0.006680672755140793,0.0025198831833071035,0.0009375836974144208,0.0034574694602387155,0.017530030823985764,0.04913178600929767
CASP1D,5,3332,tabICL,0.03754207594786235,0.03718086922371505,0.019096951738825575,7.273841857910156,0.018083914768266863,0.004886596626352105,0.0020034633810133316,0.006890060007365436,0.02379987180461372,0.061341947752476075
CASP1D,5,3332,PartitionWise,0.017944342391335535,0.0006381606037138554,0.0006178958490131503,0.17954564094543457,2.0264754700705102e-05,6.280470090643808e-05,1.539272351229193e-05,7.820000393592708e-05,0.004202138248086902,0.022146480639422435
CASP1D,5,3332,TabPFN,0.033190917656867575,0.023537080992088955,0.012734277070985279,4.7907936573028564,0.010802801204481061,0.0028903762038591323,0.0012890289860638337,0.004179405189922961,0.01944871351361894,0.0526396311704865
CASP1D,5,5393,BetterCatBoost,0.01921124212720711,0.013146111113306658,0.006909671218581492,16.04175353050232,0.006236439894725177,0.0014554969348774232,0.0009070519554220363,0.002362550630520821,0.019082135203101206,0.03829337733030831
CASP1D,5,5393,CheapBetterLGBMClassifier,0.020379094195050122,0.013490430067118087,0.007703409563399455,3.522427797317505,0.0057870205037187095,0.0016999959804367664,0.0008600577145376042,0.002560055435195735,0.02024998727094422,0.040629081465994345
CASP1D,5,5393,XT,0.02729486412781388,0.014227726528605388,0.003531683455036938,2.5254247188568115,0.010696043073568483,0.0004153915426288901,0.0016398253451048617,0.0020552186279551186,0.027258349261312348,0.05455321338912622
CASP1D,5,5393,RF,0.025273941676320168,0.012133624413998411,0.004591211714914023,4.873464584350586,0.007542412699084444,0.00031747382487407326,0.0011906027254618063,0.0015080782905572353,0.025479026919568902,0.05075296859588907
CASP1D,5,5393,tabICL,0.027832315690422958,0.02968660830640729,0.011347231741389763,11.500605344772339,0.018339370635658957,0.002349505754555112,0.002059898886631539,0.004409404641186656,0.027703208766317055,0.05553552445674002
CASP1D,5,5393,PartitionWise,0.007231772468064482,0.0008551862049475001,0.00011522340575154111,0.19515728950500488,0.0007399627991959811,7.881960340111461e-06,0.00013901334486558504,0.0001468970454270635,0.007102665543958578,0.01433443801202306
CASP1D,5,5393,TabPFN,0.02788825015032308,0.023512225126186493,0.010219502764988241,7.974369049072266,0.01329271643183968,0.0022724307582001335,0.0016870729801713835,0.00395950373837152,0.02775914322621718,0.055647393376540254
CASP1D,5,8728,BetterCatBoost,0.029938243721244324,0.023452515843011935,0.015238687733643508,19.66533637046814,0.00821382810936846,0.0037243580090218277,0.001113562078697536,0.004837922414723067,0.020291723846313635,0.050229967567557966
CASP1D,5,8728,CheapBetterLGBMClassifier,0.03201176508047282,0.025324486582180263,0.01601635497667765,4.846963882446289,0.009308131605502635,0.003904284738521105,0.0012815038773475395,0.005185790942872343,0.022365245205542134,0.05437701028601496
CASP1D,5,8728,XT,0.03946982788329936,0.0368931364358274,0.020610209762877717,2.8916330337524414,0.016282926672949706,0.005190873254957476,0.0021727826878452537,0.0073636582698064414,0.02986919232236012,0.06933902020565949
CASP1D,5,8728,RF,0.03516215777697412,0.02884211992333182,0.017583020674584393,7.127421617507935,0.011259099248747462,0.004194116688247781,0.0016173170703441624,0.005811436085595636,0.026455196577091045,0.06161735435406516
CASP1D,5,8728,tabICL,0.04051269855701379,0.04782948667948963,0.02450361539739939,18.722923040390015,0.023325867598872552,0.006536875389222485,0.0025911447129326943,0.009128020102155177,0.0308661786820831,0.07137887723909689
CASP1D,5,8728,PartitionWise,0.010861037526689574,0.0010907306294123508,0.0015700227476759254,0.19919729232788086,-0.00047929211826357453,0.0003221656158341468,-6.356894543824154e-05,0.0002585989973996061,0.0012145176517588852,0.01207555517844846
CASP1D,5,8728,TabPFN,0.03751073313597801,0.034673416905935894,0.0194887571467382,14.052523612976074,0.015184656075979996,0.0049510084178110755,0.0019201524862729885,0.006871160904084061,0.02786421326104732,0.06537494639702532
CASP1D,5,14127,BetterCatBoost,0.02608435753160233,0.022742038685494757,0.01205543390637438,26.391539335250854,0.01068660477912039,0.0029174612193272028,0.0013959942867473318,0.004313457497125852,0.021886872777552458,0.047971230309154796
CASP1D,5,14127,CheapBetterLGBMClassifier,0.028710651470445075,0.023411075050883013,0.012306523250940138,7.19034218788147,0.011104551799942875,0.002918271060283373,0.0014850310874780503,0.004403304138812736,0.0245131667163952,0.05322381818684028
CASP1D,5,14127,XT,0.03661055033950661,0.04313080708584621,0.022641388458432075,3.739469051361084,0.020489418627414137,0.006024600739736893,0.002592898000806837,0.008617500731595045,0.032844830964928,0.0694553813044346
CASP1D,5,14127,RF,0.03436661809182809,0.03295465332166485,0.017399842663360164,12.080785751342773,0.015554810658304673,0.004405742395147636,0.001984074484657805,0.0063898188708567585,0.029921372971944676,0.06428799106377277
CASP1D,5,14127,tabICL,0.03931459200691849,0.053285457648564835,0.0253711794825472,34.2176239490509,0.02791427319680969,0.00704404985277082,0.0030741647581320085,0.010118214610902832,0.035117107252868617,0.07443169925978711
CASP1D,5,14127,PartitionWise,0.007956379903710516,0.0011116939579081553,0.00035363233866477775,0.5775816440582275,0.0007580616192433886,6.37334675007678e-05,0.0001307005523058874,0.00019443601085798178,0.003758895149660641,0.011715275053371157
CASP1D,5,14127,TabPFN,0.03341117516552407,0.0360686410043511,0.01781917216609561,29.338675022125244,0.018249463869047543,0.004510793864981469,0.0022081796256078977,0.006718973490589369,0.029213690411474195,0.06262486557699827
CASP1D,5,22865,BetterCatBoost,0.03113491135823917,0.030767916798474838,0.017006844389296928,49.175159215927124,0.013761072409177889,0.004263286972894673,0.0017493111435727903,0.0060126000684853605,0.027570535462506873,0.05870544682074604
CASP1D,5,22865,CheapBetterLGBMClassifier,0.031454176801626876,0.031606108741141815,0.01676462888347662,13.645808696746826,0.014841479857665197,0.004154845917749422,0.0018707295294975086,0.006025577399264845,0.02788980090589459,0.059343977707521464
CASP1D,5,22865,XT,0.0403367493362727,0.04863158234642876,0.025452862258827348,5.144657850265503,0.023178720087601377,0.007357178816475643,0.002874101670155177,0.010231282438648731,0.03654495132274448,0.07688170065901719
CASP1D,5,22865,RF,0.03696478337551294,0.04138609028822989,0.02226425413122689,19.921980381011963,0.01912183615700299,0.0059804932125844925,0.002419645670911247,0.008400140835513641,0.033343551718325835,0.07030833509383878
CASP1D,5,22865,tabICL,0.042855886382814734,0.061992038984068035,0.030602260433584706,75.7123441696167,0.03138977343185957,0.00861119310564899,0.0034137604556998017,0.012024953561348792,0.03929151048708244,0.08214739686989717
CASP1D,5,22865,PartitionWise,0.0066739418510271846,0.0012256326339388113,0.0006663907798919344,0.6173825263977051,0.0005592418540468879,0.00012523834956412183,9.262041738035131e-05,0.00021786071896237879,0.0031095659552948913,0.009783507806322075
CASP1D,5,22865,TabPFN,0.03653181074694265,0.04361100597492272,0.021853332490828735,65.3768630027771,0.021757668365470228,0.0056770578051210385,0.0025885931707863965,0.008265650975907429,0.032967434851210356,0.069499245598153
CASP1D,6,300,BetterCatBoost,-0.0006666787465413412,0.004358626777330482,-0.0014107873358937596,8.464231014251709,0.005769414113224264,-0.00027623869049973047,0.0008956634157753412,0.0006194258410000513,0.00933334509531657,0.008666666348775227
CASP1D,6,300,CheapBetterLGBMClassifier,0.0006666588783264168,-0.005443886821320437,-0.0013797498644213923,1.3898916244506836,-0.004064136956899017,-0.0005081310378406423,-0.00037682004879823763,-0.0008849499709144476,0.010666682720184327,0.011333341598510741
CASP1D,6,300,XT,-0.004000008900960287,-0.040623825440977854,-0.0341598433032103,3.4220333099365234,-0.006463982137767499,-0.011875890004613324,-0.0007730751897985124,-0.012648964078687402,0.005000014702479044,0.0010000058015187587
CASP1D,6,300,RF,-0.008000009059906008,-0.03919508503411826,-0.02409445196679476,4.317985534667969,-0.015100633067323493,-0.008061778893502226,-0.0010874455601688857,-0.009149223337946665,0.0010000145435333251,-0.0069999945163726806
CASP1D,6,300,tabICL,-0.004333339929580689,0.004621717799403013,-0.0030330051730595663,3.7382757663726807,0.007654714652595656,-0.0007053172650436562,0.0008723724579128136,0.00016705519286915467,0.005666683912277222,0.0013333439826965323
CASP1D,6,300,PartitionWise,0.0016666567325592046,-0.065442791147824,-0.006921739868215227,0.18367409706115723,-0.05852105127960877,-0.0021378411562323675,0.000403682392922497,-0.0017341576475854241,0.011666680574417113,0.013333337306976317
CASP1D,6,300,TabPFN,0.0023333291212717694,-0.002242628845127692,0.0003991163024780475,3.972851276397705,-0.002641753467472652,5.047362918655235e-05,-0.0003694969493274913,-0.0003190233201409362,0.012333352963129679,0.014666682084401448
CASP1D,6,486,BetterCatBoost,0.025381844113456464,-0.0049266360855528156,-0.002321360590258803,10.131784915924072,-0.0026052754952940018,-0.0010304665699512356,-0.00026473148837428685,-0.001295194497083596,-0.004283606481883191,0.021098237631573268
CASP1D,6,486,CheapBetterLGBMClassifier,0.02513358324621944,0.0011006191285222622,0.0028976577145891635,1.5745270252227783,-0.0017970385860669237,9.961615672359481e-05,-0.0002666395062631388,-0.00016701978829760655,-0.004531867349120208,0.020601715897099238
CASP1D,6,486,XT,0.02248052629500521,-0.06463424902159005,-0.015615364554760203,3.3268628120422363,-0.049018884466829754,-0.007282409760835179,-0.002127588244599815,-0.009409994444193048,-0.008009666765009554,0.014470859529995652
CASP1D,6,486,RF,0.028598766918310793,-0.039030059042163515,-0.012045763930033948,4.132955074310303,-0.026984295112129554,-0.006545192330907873,-0.0016006924828586983,-0.008145881252524634,-0.002714064671520231,0.025884702246790552
CASP1D,6,486,tabICL,0.022901310317270034,6.595795000132742e-05,0.0019156164188817825,3.4037203788757324,-0.0018496574275642663,7.986787072929158e-05,-0.0002842736996401918,-0.00020440582891089465,-0.006764140278069616,0.01613717003920042
CASP1D,6,486,PartitionWise,0.010915193446380275,-0.08376997371575963,-0.007371972673036931,0.14435434341430664,-0.07639800104272271,-0.001984627720450155,-0.0019527636232766266,-0.003937387782484841,-0.018750257148959372,-0.007835063702579099
CASP1D,6,486,TabPFN,0.02515462405952985,-0.002960738641282623,-0.00042302806300477115,2.982794761657715,-0.002537709536961663,-0.0005172744721359257,-0.00038522482491472055,-0.0009024992970506462,-0.004510826535809799,0.02064379752372005
CASP1D,6,786,BetterCatBoost,0.007495752256896758,-0.008753013704071277,-0.0046378117008794685,10.45805287361145,-0.004115202003191815,-0.0012513389419345684,-0.0005673382538248145,-0.0018186747253269631,-0.004477133681137293,0.003018618575759465
CASP1D,6,786,CheapBetterLGBMClassifier,0.003562834288221804,-0.006033419755318114,-0.002080879500990751,1.6927483081817627,-0.003952540254327353,-0.00047885885599775193,-0.0006155822455056817,-0.001094438631070993,-0.008410051649812247,-0.004847217361590443
CASP1D,6,786,XT,0.013227434174856677,-0.030940863258323605,-0.011940167646464817,3.6604559421539307,-0.01900069561185879,-0.005590581810556239,-0.0012846982877526129,-0.006875277627876425,0.0013835490119944549,0.014610983186851135
CASP1D,6,786,RF,0.014377962545282483,-0.04035033789801483,-0.007967626857079158,3.60040545463562,-0.03238271104093569,-0.003838018183476774,-0.0013005596832931176,-0.005138575396337455,0.0018963282986589947,0.01627429084394148
CASP1D,6,786,tabICL,0.014001444285121414,-0.004664139866136225,0.0015379973691272198,3.92855167388916,-0.006202140369451025,-0.00035808751996933006,-0.0007363823436051977,-0.001094469863574521,0.0020285583470873634,0.016030002632208776
CASP1D,6,786,PartitionWise,0.006737870924186198,-0.025767126672990782,-0.01897729633013683,0.1464393138885498,-0.006789830342853997,-0.0017190297380451525,-0.0006718924184837382,-0.0023909196860964544,-0.005235015013847852,0.0015028559103383472
CASP1D,6,786,TabPFN,0.017832776931738705,-0.008027744766174178,0.00177283668931002,3.0271153450012207,-0.009800584589671802,-0.00030790447099547923,-0.0011483628381876096,-0.0014562673091830874,0.0058598909937046546,0.023692667925443358
CASP1D,6,1272,BetterCatBoost,0.015797120821002975,0.011342051576598811,0.004543779633668371,9.891091346740723,0.0067982719429304835,0.000940062050115606,0.0012916806577840181,0.0022317435579531225,0.03010623837908753,0.0459033592000905
CASP1D,6,1272,CheapBetterLGBMClassifier,0.009510878315490209,0.009082646796064969,0.002991371183026126,1.9830114841461182,0.00609127561303886,0.0006978475292253705,0.001018341881061989,0.0017161902603408676,0.023819995873574765,0.03333087418906498
CASP1D,6,1272,XT,0.010289632974444705,-0.011456278516280083,-0.0029504330746782715,3.6437997817993164,-0.008505845441601767,-0.0013265745038369748,0.001167232471271526,-0.00015934118251195172,0.02562237226136658,0.03591200523581129
CASP1D,6,1272,RF,0.010049398242092911,-0.010300806595816569,-0.0034353246302863518,2.7204549312591553,-0.006865481965530174,-0.001404755074402908,0.000840198350536625,-0.0005645558738127859,0.024201652829949273,0.03425105107204219
CASP1D,6,1272,tabICL,0.018307853384814516,0.01895844289727428,0.0065794850162234405,4.278677463531494,0.012378948544223528,0.0016705301110525607,0.0017432124768612487,0.0034137425879138096,0.03261697094289907,0.05092482432771359
CASP1D,6,1272,PartitionWise,0.00024177097585883315,-0.001884099391891425,-0.0012391265835821953,0.16651010513305664,-0.0006449728083092243,-0.0003040275333201836,5.841715511708256e-05,-0.00024560952814960677,0.014550888533943393,0.014792659509802224
CASP1D,6,1272,TabPFN,0.015163188206665457,0.014482715939936126,0.0047349979571356,3.4360454082489014,0.00974770864597318,0.0009710874371357134,0.0015236799520950291,0.0024947673892307385,0.02947230576475001,0.04463549397141546
CASP1D,6,2059,BetterCatBoost,0.012479020991630745,0.0028023025588883033,0.0015742658047318225,10.335898876190186,0.0012280367541565474,0.00029087933610145165,0.00019576978516075983,0.00048665121565472644,0.006605376536887894,0.019084397528518638
CASP1D,6,2059,CheapBetterLGBMClassifier,0.006750394966815608,0.0009384054438090983,0.0006765249105449511,2.00980544090271,0.00026188053326418046,9.862059144096492e-05,4.46072826097349e-05,0.00014322996844322587,0.0008767505120727583,0.007627145478888367
CASP1D,6,2059,XT,0.01820942435660966,-0.00271963625050341,-0.0031689258982313894,2.491720676422119,0.00044928964772800173,-0.002153500232173128,0.00030903041767450513,-0.001844467720106105,0.011510536754911066,0.029719961111520726
CASP1D,6,2059,RF,0.014610695186322622,-0.013942459022461906,-0.006002945935038417,2.998934030532837,-0.007939513087423467,-0.003012192964661831,-0.00014282270715325064,-0.0031550135774225637,0.007571411354149285,0.022182106540471907
CASP1D,6,2059,tabICL,0.019080969986885063,0.012680080939085004,0.003838193038430504,5.919529914855957,0.00884188332702578,0.0007875157844233788,0.0010800600587219822,0.001867575843145361,0.013207325532142215,0.032288295519027274
CASP1D,6,2059,PartitionWise,0.0054345152550026605,-0.004044202678551256,-0.0009065441084874393,0.1734790802001953,-0.0031376585700637837,-0.00024366428269253503,-0.0004021052261587221,-0.0006457674144587477,-0.0004391291997401903,0.00499538605526247
CASP1D,6,2059,TabPFN,0.010973348516149924,0.004820432010123765,0.0019234110895544054,3.516331195831299,0.002897016346940684,0.00035399199123352376,0.0003880519154940809,0.0007420439067276019,0.005099704061407072,0.016073052577556996
CASP1D,6,3332,BetterCatBoost,0.019268147923377454,0.017848133510115695,0.009301732157532227,11.51399540901184,0.008546401352583477,0.0024513941330153084,0.0011715966108818588,0.0036229924725486333,0.01932670105914697,0.038594848982524424
CASP1D,6,3332,CheapBetterLGBMClassifier,0.014826720933209891,0.01186992840027149,0.0059022666445109565,2.5873727798461914,0.005967661755760567,0.0013424381215120713,0.0008703869151991811,0.0022128267653627022,0.014885274068979404,0.029711995002189295
CASP1D,6,3332,XT,0.023051122417739173,0.011779857255601,0.003261090055819371,2.2434005737304688,0.008518767199781641,-0.00012769030178230167,0.0013465741875946292,0.0012188856144637827,0.02292940499910718,0.045980527416846356
CASP1D,6,3332,RF,0.020828269923066765,0.010322670644162568,0.005372710671113667,3.68528413772583,0.00494995997304889,0.0009996841791454047,0.0009383181104280075,0.001938004018224862,0.02034664235509276,0.041174912278159524
CASP1D,6,3332,tabICL,0.021217807625780277,0.024619448925441136,0.007682428617617532,7.401341915130615,0.016937014334176624,0.0016918676498524272,0.0018745508786280258,0.003566418528480453,0.02127636076154979,0.04249416838733006
CASP1D,6,3332,PartitionWise,0.00420473238200839,-0.0014230527755731415,-0.001762003240407073,0.17497968673706055,0.00033895046483396475,-0.0004082794274696738,7.475619545266043e-05,-0.0003335215033655553,0.004263285517777903,0.008468017899786294
CASP1D,6,3332,TabPFN,0.022178859433181868,0.019024327674605036,0.008354126621018398,4.880703687667847,0.010670195079939682,0.001934508002213195,0.0012901092333368197,0.0032246172355500204,0.022237412568951377,0.04441627200213325
CASP1D,6,5393,BetterCatBoost,0.024772719484847255,0.01727455540409717,0.007614343330498064,15.04825758934021,0.009660212073599161,0.0016681602251276489,0.001330137935629988,0.00299830006107569,0.022046897743716726,0.046819617228563995
CASP1D,6,5393,CheapBetterLGBMClassifier,0.023936981215169174,0.014717789258308255,0.006181384742541563,3.3132686614990234,0.008536404515766682,0.0012852099067314604,0.0011931963676139966,0.00247840817466351,0.021211159474038642,0.04514814068920782
CASP1D,6,5393,XT,0.030742775569667313,0.02574810916407927,0.00895524876780519,2.489659070968628,0.01679286039627409,0.0015450409054132141,0.0019846940654106083,0.003529736871141878,0.028128580300942636,0.058871355870609945
CASP1D,6,5393,RF,0.027164477557317202,0.019360497817659895,0.007206394553244533,4.809262990951538,0.012154103264415373,0.0012006485909004188,0.0015362014278129748,0.002736851919031455,0.024290215271290917,0.051454692828608116
CASP1D,6,5393,tabICL,0.03191231393694136,0.03874504839792951,0.014818648460794514,10.751794338226318,0.023926394620609692,0.003823374801264165,0.002586758978558207,0.006410133779822372,0.02918649219581083,0.06109880613275219
CASP1D,6,5393,PartitionWise,0.003930907666791116,-0.0016845141829192277,-0.00048233051222945633,0.192152738571167,-0.0012021836706897714,-0.00012487761610370242,0.00010705892603988798,-1.7816789745753182e-05,0.0012050859256605862,0.0051359935924517024
CASP1D,6,5393,TabPFN,0.029037340483968603,0.027751550506117106,0.011183522065633134,8.362874269485474,0.016568023123958664,0.0025420285093916057,0.0020307436541161794,0.004572772163507785,0.02631151874283808,0.05534885922680668
CASP1D,6,8728,BetterCatBoost,0.025835841317562874,0.021041392342376408,0.011096739509847908,19.519490003585815,0.009944652832528466,0.00270734403084501,0.001362100788742135,0.004069446560261142,0.02569939276406439,0.05153523408162727
CASP1D,6,8728,CheapBetterLGBMClassifier,0.025446584103103752,0.020584276736312433,0.010143865935819618,4.93632435798645,0.01044041080049284,0.0023090013648885714,0.0014410169127003492,0.0037500200182629005,0.02531013554960527,0.050756719652709024
CASP1D,6,8728,XT,0.032137558899954274,0.028424863849413805,0.014747161740533744,2.8988513946533203,0.013677702108880096,0.0034591192745505065,0.0021347767872606895,0.005593897802485187,0.03198972749714465,0.06412728639709893
CASP1D,6,8728,RF,0.028173761020214138,0.026546845113189145,0.013594868189317122,7.71292519569397,0.01295197692387201,0.003325373558413236,0.0018348791484862153,0.0051602544475734535,0.028048747175066786,0.05622250819528092
CASP1D,6,8728,tabICL,0.03344377081420731,0.04178159503800851,0.017991028166321442,17.926554679870605,0.023790560944061113,0.004564307470876883,0.0027084714687554716,0.007272778939632352,0.03330732226070883,0.06675109307491614
CASP1D,6,8728,PartitionWise,0.002566279479926493,0.0006985683062465719,0.0004548087020046276,0.22079682350158691,0.0002437596042419332,8.958566965089621e-05,3.807237961508392e-05,0.00012765978993998784,0.002429830926428009,0.004996110406354502
CASP1D,6,8728,TabPFN,0.031061116784462117,0.0321266898061837,0.014541504789094661,14.06161880493164,0.01758517908946309,0.003537394480056677,0.0021614980207288886,0.005698892500785568,0.030924668230963626,0.06198578501542573
CASP1D,6,14127,BetterCatBoost,0.02824416347545926,0.024607710388775926,0.01265411386975066,25.94600009918213,0.011953596519025278,0.0030766348004276274,0.0015627423467394403,0.004639379081506181,0.02496653166719097,0.05321069514265022
CASP1D,6,14127,CheapBetterLGBMClassifier,0.027288634941560575,0.02409499885929447,0.012262776127724796,7.075310707092285,0.011832222731569675,0.002981681758741897,0.0015844807682307866,0.004566164461311787,0.024011003133292286,0.05129963807485286
CASP1D,6,14127,XT,0.033907172656195,0.035383351216210036,0.016998456070650304,3.6751058101654053,0.018384895145559743,0.004626105800481739,0.0023548946337694997,0.00698100236859035,0.03040301939145761,0.0643101920476526
CASP1D,6,14127,RF,0.030764057864419752,0.030325971903105275,0.015682736568293908,11.948241949081421,0.014643235334811345,0.004143110693242533,0.0019809598147237095,0.006124072442305351,0.027762639685096836,0.05852669754951658
CASP1D,6,14127,tabICL,0.03592417311324213,0.04629312107304462,0.020365198044429923,35.19308400154114,0.025927917842318394,0.005458997718153694,0.0028399840232801593,0.008298981741433856,0.03264654130497384,0.06857071441821597
CASP1D,6,14127,PartitionWise,0.008622050527059413,0.0014527633693781183,0.0005097129367203634,0.5674865245819092,0.0009430504326577438,7.849912075347243e-05,0.0001586397377877441,0.0002371407928803304,0.005344418718791123,0.013966469245850535
CASP1D,6,14127,TabPFN,0.03369444609807661,0.03710705320722527,0.01784271804786035,29.338768243789673,0.01926432997306863,0.004541566257799942,0.002295413152604667,0.006836979410404601,0.030416814289808324,0.06411126038788494
CASP1D,6,22865,BetterCatBoost,0.031926514391770855,0.03248393011729522,0.017288770773429017,47.08761501312256,0.015195159343866237,0.004370172816375842,0.0019483315459335794,0.006318506252309747,0.02936804271646279,0.06129455710823364
CASP1D,6,22865,CheapBetterLGBMClassifier,0.03266563583927083,0.03413633860630407,0.017762998327369474,13.511136293411255,0.01637334027893461,0.004482579943607809,0.002068526680475116,0.006551108514083259,0.030107164163962773,0.06277280000323361
CASP1D,6,22865,XT,0.040052472166073494,0.050362344312801274,0.026387507987269576,5.071693658828735,0.023974836325531747,0.007844375008218685,0.002964760361864477,0.010809137260083496,0.03777827749412899,0.07783074966020248
CASP1D,6,22865,RF,0.03677234968731395,0.043072719124666335,0.02364933306875596,19.74638605117798,0.019423386055910395,0.006577376404165253,0.002514566392353229,0.009091944686518819,0.034397564600626075,0.07116991428794002
CASP1D,6,22865,tabICL,0.04172752418639022,0.06163757954447613,0.030510565511939737,76.00950121879578,0.03112700867651593,0.008624114831509605,0.0034046466466841783,0.012028761478193784,0.03916905251108216,0.08089657669747238
CASP1D,6,22865,PartitionWise,0.006525240386572495,0.001737021881781109,0.0005516272133697653,0.6228506565093994,0.0011853946684113436,0.00010679849281304554,0.00018073865502532261,0.00028753903783869936,0.003966768711264431,0.010492009097836926
CASP1D,6,22865,TabPFN,0.037699534255410866,0.04633147829279688,0.022758250169506923,65.40294671058655,0.02357322276726952,0.005948399368689045,0.0027415317915741146,0.008689931160263153,0.0351410625801028,0.07284059683551367
CASP1D,7,300,BetterCatBoost,-0.013000005483627319,-0.00571423202579085,-0.001894988487846011,8.808991432189941,-0.0038192435379448275,-0.0003716907715571108,-0.0001662214583612348,-0.0005379121417531483,0.013666685024897257,0.0006666795412699391
CASP1D,7,300,CheapBetterLGBMClassifier,-0.0060000077883402515,-0.00811607779307722,-0.005915370485850241,1.325448989868164,-0.0022007073072269345,-0.0015395990770625339,0.00022709933328510373,-0.0013124996556122454,0.020666682720184328,0.014666674931844075
CASP1D,7,300,XT,-0.003333339691162109,-0.04546426331030955,-0.01451009934000332,3.424478530883789,-0.030954163970306266,-0.004787111199276313,0.0005127776896125785,-0.004274333421498533,0.022000017166137698,0.018666677474975586
CASP1D,7,300,RF,-0.009666672945022582,-0.017869910792117173,-0.01628505701589459,4.30077052116394,-0.0015848537762225556,-0.005281222310387422,0.0005940369488718344,-0.0046871852733504,0.019333350658416747,0.009666677713394165
CASP1D,7,300,tabICL,0.004666663805643717,0.007531807841578375,-0.0006480856086122644,2.8892245292663574,0.008179881196935223,-0.0003168255245933907,0.0011616826736038353,0.0008448571490104459,0.031333354314168296,0.036000018119812016
CASP1D,7,300,PartitionWise,-0.0010000042120615646,-0.12020945442266082,0.0026361953151037066,0.19879388809204102,-0.12284564973776449,0.00022078336105732927,0.0005152687403343764,0.0007360521895568975,0.025666686296463008,0.02466668208440145
CASP1D,7,300,TabPFN,-0.00033333579699198416,0.007796524884024497,-0.001294367645711475,3.8050718307495117,0.009090880276480556,-0.0003592636156827228,0.0012903290041140255,0.0009310653884313056,0.026333354711532593,0.026000018914540613
CASP1D,7,486,BetterCatBoost,0.026374907762458044,0.007259303081751933,0.005507056627967089,10.651204824447632,0.001752246453784867,0.0009701747459037429,0.00036978331424357413,0.0013399604798969816,0.015224079510901264,0.041598987273359304
CASP1D,7,486,CheapBetterLGBMClassifier,0.022486839569319732,0.0084214437152919,0.004842389064127961,1.6890320777893066,0.003579054651163982,0.000900608020814525,0.0005095649852526613,0.0014101754258168397,0.011336011317762955,0.03382285088708269
CASP1D,7,486,XT,0.0356238058936137,-0.040781904165327384,-0.0032524317064900774,3.3703017234802246,-0.03752947245883727,-0.0043362405851189055,0.000818455630136955,-0.0035177825352322944,0.022413225415227993,0.05803703130884168
CASP1D,7,486,RF,0.036463275897284694,-0.028942856273793827,-0.0010230825360679208,4.153067350387573,-0.027919773737725896,-0.002230693912841736,0.00019331805620704522,-0.0020373734368850315,0.024487705181052803,0.0609509810783375
CASP1D,7,486,tabICL,0.027405839279378664,0.0030730523994689117,0.002807829393016559,3.828230857849121,0.00026521967825645645,-0.0001606934688211048,0.00028696274329746696,0.00012626927447636216,0.016255011027821887,0.043660850307200544
CASP1D,7,486,PartitionWise,0.001226581276629364,-0.10945260842818669,-0.014013176439896302,0.14477849006652832,-0.09543943198829034,-0.003907387094734607,-0.0017724604104791346,-0.005679845085464083,-0.00992424697492741,-0.008697665698298046
CASP1D,7,486,TabPFN,0.01957920405730784,0.0023301940441052492,0.0005780266814129131,2.94189453125,0.0017521640344964507,-0.0002167721711414272,0.0003386161014354488,0.00012184393029401885,0.008428375805751061,0.028007579863058907
CASP1D,7,786,BetterCatBoost,-0.0026751692752765865,-0.006013188773617356,-0.002309555080592651,8.74324369430542,-0.0037036336930246715,-0.0006501375003117163,-0.0004044859908646309,-0.0010546220387756794,0.0018640789477794213,-0.0008110903274971649
CASP1D,7,786,CheapBetterLGBMClassifier,-0.004064348126903307,-0.004485959459736099,-0.00177685069150324,1.6370742321014404,-0.002709108768232815,-0.0003697279698939196,-0.00039331247287539286,-0.0007630389903686363,0.0004749000961527,-0.0035894480307506076
CASP1D,7,786,XT,0.0003958629608384966,-0.0178570181448263,-0.00884739417524314,3.6518967151641846,-0.009009623969583136,-0.00268663631672561,-0.0006507247541108277,-0.0033373596184357703,0.006083220178577522,0.006479083139416019
CASP1D,7,786,RF,-0.006999928926466203,-0.02642299651538556,-0.009783125712323815,4.211491346359253,-0.016639870803061736,-0.00263346145759655,-0.001293463518029951,-0.0039269235232258365,-0.00029426974595904984,-0.0072941986724252535
CASP1D,7,786,tabICL,0.0054648024453603965,0.00350945682933117,0.003423234417411408,4.290621757507324,8.621538081391434e-05,0.0011603695820795678,0.00019239479272816079,0.001352764374807723,0.010004050668416403,0.015468853113776798
CASP1D,7,786,PartitionWise,-0.000990095421507274,-0.009505626074651635,-0.004281440974829154,0.16358280181884766,-0.005224185099822432,-0.000980675302927754,-0.0006253444982967079,-0.0016060183488237913,0.0035491528015487344,0.0025590573800414614
CASP1D,7,786,TabPFN,-0.0006409765366324588,-0.005483994059403025,-0.0005027555804483941,3.2471704483032227,-0.004981245510060484,-0.0001761203280044199,-0.0004572186709290341,-0.000633338998933454,0.003898271686423547,0.0032572951497910896
CASP1D,7,1272,BetterCatBoost,0.0023495364800194484,0.0008184379452299051,-0.0007880191926202318,9.581170082092285,0.0016064571378501646,-0.0002274739402314485,0.0002702796478287514,4.28067495507084e-05,0.013546101930646853,0.0158956384106663
CASP1D,7,1272,CheapBetterLGBMClassifier,0.00439925227835901,0.0036431974363458908,0.00041691844922679965,1.8623237609863281,0.0032262789871190913,5.7965843342158706e-05,0.0004976460288436735,0.0005556129141392238,0.01559581772898641,0.019995070007345423
CASP1D,7,1272,XT,0.006763616624908425,-0.021915362262237087,-0.013254738069436306,3.6239500045776367,-0.008660624192800776,-0.005067176894971775,0.0003185093795380317,-0.004748666473480348,0.019447598696233533,0.026211215321141963
CASP1D,7,1272,RF,0.005719923501178881,-0.024097495052338564,-0.01243596834207425,2.754227638244629,-0.011661526710264353,-0.004848515443339504,-0.0003317222434698758,-0.005180236644855976,0.01573693023302939,0.021456853734208272
CASP1D,7,1272,tabICL,0.0030690102251808788,0.004020200812602392,0.0006571786033820637,4.479506731033325,0.003363013606965598,7.286619419749062e-05,0.0003971188008592072,0.0004699849950567034,0.014265575675808278,0.017334585900989158
CASP1D,7,1272,PartitionWise,-0.0003254676398918804,-0.01601660638832934,-0.0037249106494161356,0.16640043258666992,-0.012291695738913182,-0.0009861598809682195,-0.00048213152744596284,-0.0014682903664607783,0.01087109781073552,0.010545630170843642
CASP1D,7,1272,TabPFN,0.0020435367242336933,-0.0005930641772376344,-3.8903135477730275e-05,3.514930009841919,-0.000554169644014646,-8.59914780478671e-05,1.7638932712232823e-05,-6.835254533563151e-05,0.013240102174861096,0.01528363889909479
CASP1D,7,2059,BetterCatBoost,0.022294415924789195,0.013332573395806912,0.006215097117302115,10.953240156173706,0.0071174762785047975,0.001136823335879006,0.0009942072112402501,0.0021310326123110622,0.016894397246627262,0.03918881317141645
CASP1D,7,2059,CheapBetterLGBMClassifier,0.020110659208810916,0.010532263733818015,0.0057179485554819,2.1932711601257324,0.0048143151783361145,0.0012042516195886616,0.0006974162180979238,0.0019016699028783861,0.01471064053064898,0.034821299739459896
CASP1D,7,2059,XT,0.02132248052704121,0.006994035474243332,0.002314727441904363,2.550585985183716,0.004679308032338969,-0.0003727977827433809,0.0007441964849280114,0.00037140076737643136,0.01611604574927223,0.03743852627631344
CASP1D,7,2059,RF,0.020207038522400262,0.003481203944962141,0.000506521955362016,2.989886522293091,0.002974681989600192,-0.0008214519847449725,0.0006782274746733402,-0.00014322244487983415,0.016554119937225532,0.03676115845962579
CASP1D,7,2059,tabICL,0.026760557413360263,0.022379660005191638,0.012277893826174547,6.007164716720581,0.010101761493611106,0.0028290052521138588,0.001227565166092806,0.004056570418206659,0.021360538735198335,0.0481210961485586
CASP1D,7,2059,PartitionWise,0.0069425621115617574,-0.01399739424418639,-0.008416084576014482,0.1780092716217041,-0.005581309668171863,-0.0009719434358693546,-3.307887767894646e-05,-0.001005020248356503,0.0015425434333998262,0.008485105544961586
CASP1D,7,2059,TabPFN,0.02646634347089686,0.017538652358201033,0.009837130305201003,3.6922788619995117,0.007701517367594035,0.0020800506454105886,0.0010128418297420034,0.0030928924751525977,0.021066324792734924,0.04753266826363178
CASP1D,7,3332,BetterCatBoost,0.018761060076774784,0.01183164815775688,0.005418641919799449,12.666640758514404,0.006413006237957463,0.0013586107220476817,0.0009590883311922594,0.0023177005781754856,0.022123816966523165,0.04088487704329795
CASP1D,7,3332,CheapBetterLGBMClassifier,0.016236556820150877,0.007780107749794096,0.002590774342156954,2.523710012435913,0.005189333407637153,0.00047679619135686523,0.0008079270615784506,0.0012847247778708716,0.019599313709899254,0.03583587053005013
CASP1D,7,3332,XT,0.024760628432766312,0.010541244475382738,0.0033850960808735953,2.2672486305236816,0.007156148394509154,0.00020153539429253187,0.0019714985908724143,0.0021730355101004877,0.02806418039009225,0.05282480882285856
CASP1D,7,3332,RF,0.02082867548330918,0.010032108779758964,0.004027940987636214,3.661410331726074,0.006004167792122805,0.00048823052020304793,0.0014445432647316818,0.0019327753098702743,0.02410143194880617,0.04493010743211535
CASP1D,7,3332,tabICL,0.021729219280922196,0.023631983298078675,0.006728317127856309,7.775804281234741,0.01690365941677239,0.0016502026453890013,0.002004114753778588,0.0036543173991675946,0.025091976170670577,0.04682119545159278
CASP1D,7,3332,PartitionWise,-0.001741212620357689,-0.003436025992690761,-0.004168585328081819,0.19280076026916504,0.0007325593353911142,-0.00014402178611366557,9.274003720756707e-05,-5.128022397055676e-05,0.00162154426939069,-0.00011966835096699924
CASP1D,7,3332,TabPFN,0.019148303419218072,0.015069705379677034,0.004661726909632524,5.118276119232178,0.010407971716594532,0.0009470748288690434,0.0014262913657068915,0.002373366194575932,0.022511060308966453,0.041659363728184524
CASP1D,7,5393,BetterCatBoost,0.02138069100790229,0.017634860350844904,0.008992762731193028,14.777574300765991,0.008642097619651878,0.002168060132299185,0.001228841592076152,0.003396903464713308,0.02124969268775697,0.04263038369565926
CASP1D,7,5393,CheapBetterLGBMClassifier,0.02377377186422584,0.01724595313403059,0.009211659391069948,3.521606683731079,0.008034293742960618,0.002130576259250666,0.0011599960667081966,0.003290574066296831,0.02364277354408052,0.047416545408306365
CASP1D,7,5393,XT,0.026535502825838185,0.014802306171177504,0.007071070788405009,2.525449275970459,0.007731235382772516,0.002371817903013512,0.0016354099451482945,0.004007229588499786,0.026181972890300637,0.05271747571613883
CASP1D,7,5393,RF,0.026387664442538688,0.017081509631516046,0.010182506601205588,4.947051763534546,0.006899003030310458,0.0021480356780986254,0.0014266257775293167,0.0035746631959659133,0.025533447511168084,0.05192111195370678
CASP1D,7,5393,tabICL,0.027759582853632347,0.03324245861841487,0.012984064054048894,10.903930902481079,0.02025838863545375,0.0032622020154728093,0.0023476776516010685,0.005609879667073875,0.027628584533487027,0.05538816738711938
CASP1D,7,5393,PartitionWise,0.004932299472321799,0.0014340784984259946,-0.0004007173745657178,0.19512176513671875,0.0018347958729917012,-0.00011957510243067738,0.0002586435468578313,0.00013907018476511934,0.00480130115217648,0.00973360062449828
CASP1D,7,5393,TabPFN,0.025775543473768266,0.025107174338277305,0.011945079128037162,8.271525859832764,0.013162089281327926,0.0028840201775765877,0.001701047334037048,0.00458506751161363,0.02564454515362294,0.051420088627391204
CASP1D,7,8728,BetterCatBoost,0.023441253308110484,0.021540126937788583,0.009907820184801209,18.29757857322693,0.011632306752987398,0.002283407209386265,0.0015975371232575448,0.003880945847301115,0.026970719805633248,0.05041197311374372
CASP1D,7,8728,CheapBetterLGBMClassifier,0.024518532425924913,0.020495126297140776,0.008914678390535846,4.3809967041015625,0.011580447906604919,0.0019979011466179364,0.0015941868449042217,0.0035920895061794635,0.028047998923447677,0.05256653134937259
CASP1D,7,8728,XT,0.027611612118052253,0.03363214371474248,0.016214961166841048,3.0879361629486084,0.017417182547901467,0.004314612795652375,0.0021849101984027534,0.006499524508712426,0.031232729468080533,0.05884434158613279
CASP1D,7,8728,RF,0.026408679025733954,0.02414951664747137,0.012779321665957888,7.529119968414307,0.011370194981513537,0.0033089990918137415,0.001854646223402634,0.00516364682987368,0.029800727558612072,0.05620940658434603
CASP1D,7,8728,tabICL,0.02936524249741595,0.04022693604988172,0.015518752527673218,18.249486923217773,0.02470817672941448,0.004041922195701581,0.0027422517757840575,0.006784173971485635,0.032894708994938716,0.06225995149235467
CASP1D,7,8728,PartitionWise,0.0011110904158960944,0.001260241996372935,-0.00047287118101128065,0.2050478458404541,0.0017331131773842378,-0.00010442570433122078,0.00024374430367652412,0.00013932011400260847,0.004640556913418857,0.005751647329314951
CASP1D,7,8728,TabPFN,0.027761426406421468,0.02954224441099974,0.012796578841405382,14.064253807067871,0.016745658776800322,0.003105607947791042,0.002133886446549163,0.005239494394340199,0.03129089290394423,0.05905231931036571
CASP1D,7,14127,BetterCatBoost,0.0243718813589439,0.02376914058943993,0.01119735676822169,25.287108898162842,0.012571783821218218,0.002748756148420478,0.0016636245340215128,0.004412382267622176,0.02675749038014157,0.05112937173908547
CASP1D,7,14127,CheapBetterLGBMClassifier,0.025072678969144408,0.0238283357996825,0.010908275559360326,6.716350555419922,0.012920060240322172,0.0025898604886045256,0.001712183266821793,0.004302045340606508,0.027458287990342074,0.05253096695948648
CASP1D,7,14127,XT,0.030855823518034297,0.03600765096000841,0.017158265916987492,3.6984050273895264,0.018849385043020906,0.0045124763223451745,0.0025173855521066794,0.007029863459632047,0.03381477086510843,0.06467059438314272
CASP1D,7,14127,RF,0.027720111424382597,0.029149738211751087,0.013496738810349972,12.274292230606079,0.015652999401401115,0.003464613563841967,0.002090686319265081,0.005555301468287241,0.0301764489282929,0.0578965603526755
CASP1D,7,14127,tabICL,0.032101798969325156,0.04534620533887975,0.019059412953606227,34.91216254234314,0.02628678586243366,0.005342122113648084,0.002918507751723076,0.00826062986537116,0.03448740799052283,0.066589206959848
CASP1D,7,14127,PartitionWise,0.0021732864899667538,0.001175616835325821,0.0002407094697441381,0.5713701248168945,0.0009349073655816831,5.000764203869912e-05,0.00014467416821289104,0.00019468339543178282,0.004558895511164424,0.006732182001131177
CASP1D,7,14127,TabPFN,0.027224527120134782,0.030518585272939925,0.0137288139923054,29.400723695755005,0.016789764757794635,0.0033973382628701585,0.002107148213041923,0.00550448647591209,0.029610136141332448,0.05683466326146723
CASP1D,7,22865,BetterCatBoost,0.027758573015539596,0.029916501322973254,0.014557142092621466,46.2559449672699,0.01535935923035181,0.003638141950564591,0.001993733600892064,0.005631877115190647,0.030492032238985077,0.058250605254524676
CASP1D,7,22865,CheapBetterLGBMClassifier,0.02885194754355485,0.03117155697790299,0.0147027286720682,13.312034845352173,0.016468828305834772,0.0036369005864569787,0.002120858716866411,0.005757760867057385,0.03158540676700034,0.06043735431055519
CASP1D,7,22865,XT,0.03377650505652345,0.047289409397690794,0.023388764989096734,5.069305896759033,0.023900644408594074,0.006734885025694581,0.002864736930865286,0.009599623520293846,0.03644873498957918,0.07022524004610264
CASP1D,7,22865,RF,0.032586913913807726,0.03901982660087796,0.019748724236750947,19.78459858894348,0.019271102364127067,0.005394566433502629,0.002557715138657815,0.007952283135894422,0.03558278264192322,0.06816969655573094
CASP1D,7,22865,tabICL,0.036645521811054224,0.056114965568420064,0.025438249364099698,75.8560426235199,0.030676709599386696,0.007323107601617132,0.0033871747395364414,0.010710282341153565,0.039378981034499716,0.07602450284555395
CASP1D,7,22865,PartitionWise,0.0026065940594167435,0.0012216478070168125,0.00012038665581697306,0.6196792125701904,0.0011012611511998394,2.7481159678546806e-05,0.00016898331423431944,0.000196466037646853,0.005340053282862233,0.007946647342278975
CASP1D,7,22865,TabPFN,0.031161157557772982,0.03875374824184109,0.017442471872473775,66.29539489746094,0.02131126976443366,0.004493525837259499,0.002566265725318778,0.0070597915625782715,0.03389461678121848,0.06505577433899146
CASP1D,8,300,BetterCatBoost,0.013666658004124959,0.018028597307325506,0.0065519674616203285,9.692433834075928,0.011476629845705194,0.000976547880584254,0.0015658876173399103,0.002542436613648595,0.02366668184598287,0.037333339850107825
CASP1D,8,300,CheapBetterLGBMClassifier,0.02399999380111694,0.008012970464918412,0.00718657225497975,1.6624610424041748,0.0008263982099386502,0.0016686807740596138,0.0007723861008367278,0.0024410679906207793,0.034000017642974854,0.058000011444091795
CASP1D,8,300,XT,0.02866665919621785,0.03998969831520716,0.015293939755608799,3.3348960876464844,0.02469575855959838,0.0027471099953866734,0.0030047396250162963,0.005751850736127405,0.04133334954579671,0.07000000874201456
CASP1D,8,300,RF,0.020333325465520226,0.030227923068313723,0.016503001508883546,4.23417329788208,0.01372492155943017,0.00372870258797927,0.0018627766620533351,0.005591480365757044,0.02966668248176575,0.05000000794728597
CASP1D,8,300,tabICL,0.016666661103566488,0.023684173204573694,0.004173293982890935,2.894868850708008,0.019510870901815792,0.0005815667659044288,0.0023818978371370316,0.002963464603041456,0.026666684945424395,0.04333334604899088
CASP1D,8,300,PartitionWise,0.00033332069714864037,-0.09879377755223462,-0.002996354562349124,0.15128803253173828,-0.09579742298988544,-0.0010656460174743947,2.6461271528835372e-05,-0.0010391836302211244,0.01033334453900655,0.010666665236155193
CASP1D,8,300,TabPFN,0.024333327213923138,0.020578093149957753,0.004953100581911907,3.4549801349639893,0.015624984248178903,0.0006720952627559506,0.0021972451982825688,0.002869340461038518,0.034333351055781045,0.05866667826970419
CASP1D,8,486,BetterCatBoost,0.004679141816103706,0.015191676850917579,0.004080275065331995,10.164400577545166,0.011111401785585668,0.0009212603645041533,0.0016786766141397235,0.0025999376187032935,0.02239429294599023,0.02707343476209394
CASP1D,8,486,CheapBetterLGBMClassifier,0.004283603527358826,0.008663688545478571,-0.0006052236232138352,1.7475674152374268,0.009268912168692422,-0.00027472732392705423,0.0012391031363831572,0.0009643764525155335,0.021998754657245347,0.026282358184604178
CASP1D,8,486,XT,0.011087726899605911,-0.0029475912502275824,-0.005706448279236132,3.289350986480713,0.0027588570290085824,-0.0034524398012909267,0.0015423611431418266,-0.0019100780180896781,0.030039991234920415,0.04112771813452632
CASP1D,8,486,RF,0.015621705537290791,0.0003943607253142689,-0.005894948349047147,4.246020793914795,0.006289309074361388,-0.0029498921705547825,0.0015208954022062737,-0.0014289961282890813,0.03434884884772289,0.04997055438501369
CASP1D,8,486,tabICL,0.006158212917668177,0.009834402584024803,0.0011280599475972709,3.0119123458862305,0.008706332495765023,0.00020285824832227685,0.0012791639192508586,0.001482022167573141,0.0238733640475547,0.030031576965222885
CASP1D,8,486,PartitionWise,0.00472753377756319,-0.0837400556959674,-0.0043659659311746975,0.1585524082183838,-0.07937408976479268,-0.0016650706657056035,0.00048801546785621764,-0.0011770545577899638,0.02244268490744971,0.027170218685012903
CASP1D,8,486,TabPFN,0.006166628657103638,0.009647779059474037,0.0022563131669897985,2.837207555770874,0.007391455751821774,0.000458136689236871,0.0011063814036628068,0.0015645180928996777,0.02388177978699016,0.0300484084440938
CASP1D,8,786,BetterCatBoost,-0.010187869610963672,-0.007071737176258535,-0.0020659310372209303,10.202880144119263,-0.005005806139037616,-0.00040953343382768294,-0.0004278231678686947,-0.0008373553083631746,-0.003068600425237342,-0.013256470036201012
CASP1D,8,786,CheapBetterLGBMClassifier,-0.0019059979222642216,-0.0035760571086081772,-0.0020904758263005974,1.7541630268096924,-0.0014855812823075687,-0.0005294903668788444,-0.0002001658863258593,-0.0007296549598714952,0.005213271263462109,0.0033072733411978875
CASP1D,8,786,XT,0.010807859813033848,-0.012380716757012428,-0.011471792722813262,3.763619899749756,-0.0009089240341991656,-0.004420307043734089,0.0007603891140055094,-0.0036599166363953774,0.01944853486740271,0.030256394680436553
CASP1D,8,786,RF,-0.00141015183797798,-0.03215205167224186,-0.019175411021972382,3.835160732269287,-0.012976640650269478,-0.006241317462360422,-0.0004330674869960291,-0.006674383656023239,0.009142157346752684,0.007732005508774703
CASP1D,8,786,tabICL,0.006737074670912344,0.00184730209720555,-0.001086573743801128,3.453626871109009,0.0029338682010073224,-0.0004577302337828132,0.0005104587685036382,5.272853472082506e-05,0.013856343856638673,0.020593418527551016
CASP1D,8,786,PartitionWise,-0.005470460801800057,-0.04699893448495578,-0.0036891177646772855,0.15937304496765137,-0.0433098167202785,-0.0008146550709527842,-0.0007610933479841791,-0.0015757471256037437,0.001648808383926273,-0.0038216524178737847
CASP1D,8,786,TabPFN,0.00674110807873093,-0.00013903016413027713,-5.188940502987016e-06,2.8485701084136963,-0.0001338488636266566,-0.0002533988704036719,0.0001269938879387908,-0.00012640498246487968,0.013860377264457258,0.02060148534318819
CASP1D,8,1272,BetterCatBoost,0.028991496211790056,0.017208142187208453,0.0065059447306069496,10.676088333129883,0.010702197456601536,0.0012590896595325001,0.0015133426693515444,0.0027724343893537813,0.023668067838116084,0.05265956404990614
CASP1D,8,1272,CheapBetterLGBMClassifier,0.029228952256032337,0.012273099331597138,0.004805014313144862,2.0742878913879395,0.007468085018452286,0.0008453762362343881,0.0011208142640625502,0.001966192560766672,0.023905523882358372,0.053134476138390715
CASP1D,8,1272,XT,0.026171365571975413,0.01361360114820701,0.006005591403245092,3.751760244369507,0.007608009744961897,0.0005501136652606237,0.0011318074192276483,0.0016819231449580168,0.020299534841840494,0.04647090041381591
CASP1D,8,1272,RF,0.02774184535752297,-0.005830874195877156,0.004651804308219732,2.7667429447174072,-0.010482678504096832,0.0002525837045449286,0.0010521079012752398,0.0013046936662899106,0.022259701304327507,0.050001546661850485
CASP1D,8,1272,tabICL,0.02600740260873217,0.022327713028705353,0.009663395317091284,3.738631248474121,0.012664313008132467,0.002067452121381641,0.001546809483439568,0.003614261604821209,0.0206839742350582,0.046691376843790364
CASP1D,8,1272,PartitionWise,0.005799276561525034,-0.009575456798883396,-0.0020768561443014755,0.1613929271697998,-0.007498600654581922,-0.0005826230251454346,-0.0007537875799178389,-0.0013364085445935398,0.00047584818785106274,0.0062751247493760985
CASP1D,8,1272,TabPFN,0.026640103270798826,0.017439789042790386,0.007339776693931122,2.899956226348877,0.010100007645377707,0.0014101613472134317,0.001346068326748584,0.0027562296739620127,0.021316674897124854,0.047956778167923673
CASP1D,8,2059,BetterCatBoost,0.022493196717172086,0.014103652379240484,0.00910801084271733,11.816723346710205,0.004995641536523187,0.0021684577068849047,0.0007405454302049392,0.002909005262576381,0.016115217582628606,0.0386084142998007
CASP1D,8,2059,CheapBetterLGBMClassifier,0.021858822303674023,0.009732572919323224,0.0058698507247544555,2.2292535305023193,0.003862722194568835,0.0011671451534065013,0.0005745361061338077,0.0017416833850268543,0.015480843169130542,0.03733966547280456
CASP1D,8,2059,XT,0.02647685154392839,0.01575010522057003,0.006106325890019448,2.8718061447143555,0.009643779330550583,0.0008200922847056591,0.001229665430950913,0.00204975984114312,0.019515993549335302,0.04599284509326369
CASP1D,8,2059,RF,0.02501782407593463,0.003967811352784923,0.004729729832024854,2.991835832595825,-0.0007619184792399203,0.00044626592911756744,0.0007662648398701427,0.0012125328944742441,0.019270794594608613,0.04428861867054325
CASP1D,8,2059,tabICL,0.024624516231632473,0.024745097394746663,0.01207011532165021,4.699998378753662,0.012674977618492378,0.0029838591225125307,0.0013692786484322983,0.004353137770944829,0.018246537097088997,0.042871053328721466
CASP1D,8,2059,PartitionWise,0.006219956435440389,-0.006273329540768635,-0.00032725138514764216,0.1764380931854248,-0.005946078155620971,-9.610437871045708e-05,-0.00010432512882939115,-0.00020042738205328924,-0.00015802269910309072,0.006061933736337298
CASP1D,8,2059,TabPFN,0.022487058642032598,0.016527251624092486,0.008175866101599604,3.3625643253326416,0.008351381067888842,0.0017699737946018173,0.000972142600704179,0.0027421163953059964,0.01610907950748912,0.038596138149521717
CASP1D,8,3332,BetterCatBoost,0.015546047844142619,0.014480427795905132,0.004788450196801269,14.52289342880249,0.009691977599103896,0.000956333519912815,0.0013909829465044918,0.0023473174366093696,0.02790655810945547,0.04345260595359809
CASP1D,8,3332,CheapBetterLGBMClassifier,0.010685505414761456,0.008577112476819549,0.002430739243854019,2.7586405277252197,0.006146373232965541,0.0005199897769723946,0.0009370033444933909,0.0014569940916578498,0.023046015680074305,0.03373152109483576
CASP1D,8,3332,XT,0.017411196150637753,0.012580271920962088,0.007642600994845122,2.297501802444458,0.004937670926116961,0.0019179875380563136,0.0018007893503633702,0.0037187778586117437,0.029770670611467504,0.04718186676210526
CASP1D,8,3332,RF,0.013686076699824645,0.007518647214971169,0.003437493033045286,3.705808639526367,0.004081154181925889,0.0007084981786319195,0.0012683367378307914,0.001976835886654786,0.025597036643390025,0.03928311334321467
CASP1D,8,3332,tabICL,0.02208872530067711,0.03112060087852438,0.01074554853551798,6.445413112640381,0.02037504346605687,0.002785384344189952,0.0024699982459885873,0.005255382590178539,0.03444923556598996,0.05653796086666707
CASP1D,8,3332,PartitionWise,-0.0014683732816377396,0.0010285414795190295,-0.0004346233792825227,0.18265748023986816,0.0014631648588015467,-8.348755526011859e-05,0.00022670378796817297,0.0001432172029001283,0.010892136983675109,0.009423763702037371
CASP1D,8,3332,TabPFN,0.016599759052762966,0.019121940954965444,0.004587565020363687,4.804189920425415,0.014534367057652214,0.0009234321551005286,0.0018906470891161403,0.002814079244216669,0.028960269318075816,0.04556002837083878
CASP1D,8,5393,BetterCatBoost,0.018319742403958502,0.015199717009013458,0.008158350966094607,16.402179479599,0.0070413660429188615,0.0019750343225097165,0.000999538269059047,0.002974574206051356,0.020230076245627275,0.038549818649585774
CASP1D,8,5393,CheapBetterLGBMClassifier,0.018466997677080516,0.013301568268744323,0.00793195225563872,3.4762790203094482,0.005369616013105627,0.0018508433144744985,0.0008398765613352399,0.002690721490292325,0.02037733151874929,0.03884432919582981
CASP1D,8,5393,XT,0.02623729912945504,0.022684816329279257,0.011250089613389658,2.603233814239502,0.011434726715889621,0.0026154311952015117,0.0017730311034210356,0.004388463913105142,0.02811035491208711,0.05434765404154215
CASP1D,8,5393,RF,0.022843842137999774,0.014840881159003028,0.009039232871700886,5.009425401687622,0.005801648287302119,0.001931295420859197,0.0013328488282473682,0.003264145863589157,0.025013296856840887,0.04785713899484067
CASP1D,8,5393,tabICL,0.024438945732729554,0.030360217940322343,0.013509647926223356,9.793634176254272,0.01685056360342564,0.00348564865361409,0.001959000186373816,0.005444648839987906,0.026349279574398327,0.05078822530712788
CASP1D,8,5393,PartitionWise,0.004599296112469479,0.0017165250704335832,0.00034501540399148876,0.20335888862609863,0.0013715096664421167,7.507006145266171e-05,0.00021993755746892995,0.0002950092334041782,0.006509629954138249,0.011108926066607728
CASP1D,8,5393,TabPFN,0.023733352205545774,0.025132187580362574,0.012280181133541767,8.042870998382568,0.012852000036147438,0.0031087799893601,0.0016132187662990182,0.004721998755659118,0.025643686047214544,0.04937703825276031
CASP1D,8,8728,BetterCatBoost,0.026375415706099897,0.020712606594983873,0.011021963688133407,21.83247685432434,0.0096906429068505,0.002470606503215722,0.0013116591398977112,0.003782267503991607,0.02428929586136512,0.050664711567465014
CASP1D,8,8728,CheapBetterLGBMClassifier,0.02619203544776329,0.020746733588539366,0.011151514544254226,5.174457311630249,0.009595219044285142,0.0025475514804780023,0.001354936442924229,0.0039024897842803996,0.02410591560302851,0.0502979510507918
CASP1D,8,8728,XT,0.033879593912995803,0.03056659465918963,0.013999371786787184,2.889134168624878,0.01656722287240243,0.0039059303057186663,0.0022832289786666625,0.006189161145263489,0.03173618034714593,0.06561577426014173
CASP1D,8,8728,RF,0.031049416225024128,0.02618373387589381,0.013386716166851742,7.705218315124512,0.01279701770904208,0.0030055789880910565,0.001847534481223656,0.004853115330192878,0.029284226108453514,0.06033364233347764
CASP1D,8,8728,tabICL,0.03605639975700037,0.04423399450530373,0.0200628002508769,17.025652170181274,0.024171188786929754,0.0052985459304713215,0.002712216476377402,0.008010762406848723,0.03397027991226559,0.07002667966926593
CASP1D,8,8728,PartitionWise,0.004720578374131382,0.000616129299166579,0.00019451003543879963,0.20526623725891113,0.0004216192637278127,2.6192837015778793e-05,7.127958243581811e-05,9.74742803297457e-05,0.0026344585293966052,0.007355036903527988
CASP1D,8,8728,TabPFN,0.03181774764811623,0.034976690129820645,0.016825383328241083,14.152525901794434,0.018151301334082482,0.004193549823972409,0.0022194622565923556,0.00641301208056477,0.029731627803381455,0.061549375451497676
CASP1D,8,14127,BetterCatBoost,0.028017054296740247,0.02365949172587496,0.011480024418058699,28.718159198760986,0.012179467307816338,0.002644735038413862,0.001626569259277344,0.004271306048669407,0.027713475059728744,0.05573052935646898
CASP1D,8,14127,CheapBetterLGBMClassifier,0.029347592501128478,0.026607167458959923,0.013029533790237347,7.917318105697632,0.013577633668722633,0.0030908836174120325,0.001780108876138567,0.004870994244528801,0.029044013264116975,0.05839160576524545
CASP1D,8,14127,XT,0.03422476772834699,0.03518728859473232,0.016992568244301363,3.7424864768981934,0.01819472035043097,0.004995837696114081,0.0025591941710716493,0.007555033618163934,0.03379378460792824,0.06801855233627521
CASP1D,8,14127,RF,0.033608893542602145,0.034075009458887875,0.01663202840049801,12.285017967224121,0.017442981058389928,0.004172101457966326,0.0022084093776181756,0.006380512586562706,0.03317081823168859,0.06677971177429073
CASP1D,8,14127,tabICL,0.03620701137482973,0.04822095793313421,0.02135032558986675,33.10372519493103,0.026870626455084944,0.005752798859494776,0.002997948355517288,0.008750747215012067,0.03590343213781822,0.07211044351264796
CASP1D,8,14127,PartitionWise,0.006023182137955935,0.0016350487124530244,0.0002453948434280484,0.5876259803771973,0.0013896538690250759,4.633145413330264e-05,0.00020414367024549908,0.0002504768753570058,0.005719602900944433,0.011742785038900366
CASP1D,8,14127,TabPFN,0.033644530829316316,0.03736603243576708,0.017194087737708707,29.515756607055664,0.020171938809875868,0.00437688698780922,0.0024253988905991257,0.0068022858784083425,0.03334095159230481,0.06698548242162113
CASP1D,8,22865,BetterCatBoost,0.028488947154916195,0.03212487027757367,0.016292173320424187,50.30954074859619,0.015832696957149527,0.00420870099182741,0.0020391314783436004,0.0062478340689584135,0.030653851818991468,0.05914279897390766
CASP1D,8,22865,CheapBetterLGBMClassifier,0.029179959898831258,0.03280841259020088,0.01621646384669332,14.532269716262817,0.016591948743507567,0.004106921897823709,0.0021032868316187615,0.006210210328229868,0.03134486456290653,0.06052482446173779
CASP1D,8,22865,XT,0.03473430096959744,0.04378850494751559,0.02361192571501839,5.222648620605469,0.020176579232497206,0.00724668541003789,0.0027972607813126576,0.010043947790137942,0.03658868710217371,0.07132298807177115
CASP1D,8,22865,RF,0.03185654021237471,0.03892761642393601,0.021402503445462406,20.207009077072144,0.01752511297847361,0.006000308778723873,0.0023984812961992037,0.008398791673710465,0.03388149269086486,0.06573803290323957
CASP1D,8,22865,tabICL,0.03795319733827192,0.05815630088866669,0.02769519305648289,72.16752409934998,0.030461101361430896,0.00792109006038908,0.0033693855634779,0.01129047562386698,0.04011810200234719,0.07807129934061911
CASP1D,8,22865,PartitionWise,0.002969594114384087,0.0012098233704942896,4.8717578819523766e-05,0.656705379486084,0.0011611057916747324,2.435188645177888e-08,0.00017401330174633133,0.0001740392524201828,0.005134498778459359,0.008104092892843449
CASP1D,8,22865,TabPFN,0.03327792990059084,0.0444935849314659,0.021460029954015934,65.58352470397949,0.023033548506697043,0.005677976513844779,0.002700844027806332,0.008378820541651111,0.03544283456466611,0.06872076446525696
CASP1D,9,300,BetterCatBoost,0.005999987920125326,-0.006742315507983926,-0.0043765603029639385,8.59601378440857,-0.002365755205019959,-0.0011181626935365008,-0.00022146243124400027,-0.0013396238035442236,0.012666678428649903,0.01866666634877523
CASP1D,9,300,CheapBetterLGBMClassifier,0.006999990542729695,-0.007365196969970167,-0.0031545086705432658,1.4339599609375,-0.004210688299426868,-0.0009363294550282758,-0.0003911728812281551,-0.001327501015020141,0.013666681051254273,0.020666671593983964
CASP1D,9,300,XT,0.006999991337458293,-0.021903427158828526,-0.006639525388650614,3.4307379722595215,-0.015263901770177852,-0.003340779099014074,-0.0005523346545696223,-0.0038931124323474064,0.01466668128967285,0.021666672627131144
CASP1D,9,300,RF,0.006333324511845907,-0.029658194427029265,-0.010160579455160601,4.500266075134277,-0.019497614971868617,-0.004316593913828876,-7.48902101251725e-05,-0.004391482802717769,0.015000014702479044,0.02133333921432495
CASP1D,9,300,tabICL,0.0033333277702331547,-0.003759589184727885,-0.0022528359126613774,2.8505194187164307,-0.0015067608052557967,-0.000501693083594243,-7.471133547369419e-05,-0.0005764044190679412,0.010000018278757733,0.013333346048990882
CASP1D,9,300,PartitionWise,0.01033332308133443,-0.09321056559244781,-0.00022563257372278933,0.17433834075927734,-0.09298493301872499,-0.0003497100471924558,0.0002654775390241587,-8.423118693201837e-05,0.01700001358985901,0.02733333667119344
CASP1D,9,300,TabPFN,-0.001000004212061564,-0.007746220108773927,-0.0008445656380619892,3.5723788738250732,-0.006901662003901221,-0.00022449865316351292,-0.0005154620396206205,-0.000739960692784132,0.005666686296463014,0.004666682084401448
CASP1D,9,486,BetterCatBoost,0.025436546956517186,0.00017536638202412247,-0.00171445896416339,9.819287061691284,0.0018898253461875013,-0.0006780849469537164,0.0003217898187150237,-0.000356292209086162,0.006185571429555401,0.03162211838607258
CASP1D,9,486,CheapBetterLGBMClassifier,0.023991147626105942,0.0009906420389124483,-0.0005542518244515571,1.613265037536621,0.0015448938633640164,-0.0005379123035971961,0.00021125083434594404,-0.000326658550098724,0.004740172099144163,0.028731319725250108
CASP1D,9,486,XT,0.02031347341043884,-0.02572731301168757,-0.01826560432218255,3.2885656356811523,-0.007461708689505064,-0.007564855293091791,-0.0006884735926452861,-0.008253325966584568,0.0008584162021671469,0.021171889612605993
CASP1D,9,486,RF,0.014336196442741908,-0.05286197316519131,-0.02107523191238834,4.35468316078186,-0.03178674125280301,-0.008248894613287223,-0.0011899376971874459,-0.009438829391322151,-0.006564264013570108,0.007771932429171803
CASP1D,9,486,tabICL,0.01870185929349967,0.0037589982187106186,-0.0003449338051278339,3.00766921043396,0.0041039306073040625,-0.00015913225593217338,0.0005643432054603187,0.00040521094952814527,-0.000549116233462111,0.01815274306003756
CASP1D,9,486,PartitionWise,0.0036208532670661308,-0.08896390949294583,-0.010004946627245392,0.14324569702148438,-0.07895896286570045,-0.0024821738473788544,-0.002211501113300501,-0.0046936720415268335,-0.01563012225989565,-0.012009268992829518
CASP1D,9,486,TabPFN,0.019930556764508358,0.00879045997891954,-0.0003790638724194384,2.7956604957580566,0.009169522434804577,-0.00033141738154557067,0.0011146509078049955,0.0007832335262594276,0.0006795812375465747,0.020610138002054933
CASP1D,9,786,BetterCatBoost,0.024660147511842777,0.01654788083712827,0.011959071364603968,11.807749509811401,0.004588809472524336,0.0026519417954079722,0.0006149628726917905,0.0032669073706712874,0.008922043481411726,0.033582190993254504
CASP1D,9,786,CheapBetterLGBMClassifier,0.02516889673158602,0.007743984010002258,0.004415054894870341,1.795630693435669,0.0033289291151319287,0.0007411040685376818,0.0004922019125795568,0.0012333086836887525,0.00943079270115497,0.03459968943274099
CASP1D,9,786,XT,0.042977494765008485,0.03308517230159954,0.02463417943746804,3.637650489807129,0.008450992864131524,0.0056385988902331015,0.0011242834468367824,0.006762885039641395,0.026093699902687728,0.0690711946676962
CASP1D,9,786,RF,0.034082065937279374,0.017373444501379863,0.014817846546848135,3.8277971744537354,0.00255559795453173,0.0026864208329530404,0.000749605277576662,0.0034360288131012216,0.01884948427923397,0.052931550216513336
CASP1D,9,786,tabICL,0.034204617871456185,0.022380436601039676,0.014015406099827165,3.545673370361328,0.008365028255628848,0.0031755663869246385,0.001140609346370136,0.004316175733294772,0.01846651384102513,0.05267113171248131
CASP1D,9,786,PartitionWise,0.027363532128511274,0.0015921685855993183,0.006381207144332146,0.15828442573547363,-0.004789038558732783,0.0011894432782155323,-0.0003601698441530299,0.0008292761366340134,0.011625428098080226,0.038988960226591506
CASP1D,9,786,TabPFN,0.030502288122191735,0.015386563314417534,0.011967148305489372,2.808042287826538,0.0034194127633445206,0.0026086074803653796,0.0005455146758533258,0.0031541221562187,0.014764184091760679,0.04526647221395241
CASP1D,9,1272,BetterCatBoost,0.034272949495340585,0.013288266227724577,0.013204677581142521,10.699102878570557,8.358864658210008e-05,0.002860176880617424,8.766513304128976e-05,0.0029478452379023494,0.010073498271581695,0.04434644776692227
CASP1D,9,1272,CheapBetterLGBMClassifier,0.03749326850007083,0.015004422669882656,0.01308879104981776,1.9634995460510254,0.001915631620064917,0.0027669457007266753,0.00032566443981525695,0.0030926133647855764,0.013293817276311948,0.05078708577638278
CASP1D,9,1272,XT,0.0339666394556454,-0.0010760461384790587,0.011069263086258375,3.527832269668579,-0.012145309224737388,0.0017638627974056159,0.00012604045166941802,0.0018899064733186644,0.01110453552571789,0.04507117498136329
CASP1D,9,1272,RF,0.03293838557774443,-0.005781206473812539,0.008469654704714936,2.7977778911590576,-0.014250861178527464,0.0010995748726119025,0.0002622538220569459,0.0013618319189124817,0.011258310271170805,0.044196695848915224
CASP1D,9,1272,tabICL,0.04024701710963517,0.028225106972502446,0.017311399748854494,3.853097438812256,0.010913706974970216,0.004090954477255895,0.00128153631906274,0.00537249079631863,0.016047565885876292,0.056294582995511475
CASP1D,9,1272,PartitionWise,0.01871235142487406,-0.005399794667384128,1.3610412936859718e-05,0.16501617431640625,-0.005413405080320954,-0.00021508955339959724,-0.000753553160018372,-0.0009686394891743222,-0.005487099798884827,0.013225251625989237
CASP1D,9,1272,TabPFN,0.04141978162332911,0.018512024382571823,0.012231279878618362,3.335038661956787,0.0062807442552757385,0.00249639231038693,0.0008712712025384789,0.003367663512925398,0.017220330399570227,0.058640112022899336
CASP1D,9,2059,BetterCatBoost,0.03209823063755064,0.017774684489689486,0.01112045159349706,12.010785341262817,0.0066542328961924245,0.0023872642476472057,0.0009273128456619512,0.0033145797267133265,0.017481997658488707,0.04958022829603936
CASP1D,9,2059,CheapBetterLGBMClassifier,0.026077513776652163,0.014425037029953958,0.00966837361751105,2.187600612640381,0.004756663412442896,0.0020460150249653254,0.0007037892953008579,0.00274980695367035,0.011461280797590224,0.03753879457424239
CASP1D,9,2059,XT,0.03243721242881167,0.015326488616301403,0.010017330838306115,2.5588219165802,0.005309157777995311,0.0018297730866146194,0.0011900712385685686,0.003019846958587363,0.01864563134602888,0.05108284377484055
CASP1D,9,2059,RF,0.03063625340055327,0.01358183680442443,0.00981842502320691,3.0400400161743164,0.003763411781217518,0.00177477330971349,0.0006204109394061074,0.0023951868825237673,0.014904105740880075,0.04554035914143335
CASP1D,9,2059,tabICL,0.03996739162627274,0.02993937976120553,0.01460331848417339,4.66300892829895,0.015336058766683203,0.0034082088275996874,0.0018658370062452883,0.0052740458338449755,0.025351158647210804,0.06531855027348354
CASP1D,9,2059,PartitionWise,0.007230631262750378,-0.026772449110367202,-0.014089254670085238,0.18194055557250977,-0.012683194440281908,-0.0011640939030262338,-0.000435349833446233,-0.001599441103068297,-0.0073856017163115625,-0.00015497045356118385
CASP1D,9,2059,TabPFN,0.031027558218609717,0.023028735089220476,0.011274372363286855,3.534851312637329,0.011754360215584658,0.0024895908206366752,0.0014521232296154346,0.00394171405025211,0.01641132523954778,0.0474388834581575
CASP1D,9,3332,BetterCatBoost,0.029586949079225024,0.017521750871689314,0.010480850448977497,13.126725435256958,0.007040900422711771,0.002309189374934442,0.0009394359564457555,0.0032486281145300165,0.012541891858010865,0.04212884093723589
CASP1D,9,3332,CheapBetterLGBMClassifier,0.03000930614164351,0.013406873528809472,0.008365391554809986,2.7504234313964844,0.005041481973999484,0.0016790014101304763,0.0007336898820248488,0.002412694075305144,0.012964248920429355,0.04297355506207288
CASP1D,9,3332,XT,0.034869580796639425,0.014585619082179934,0.008049283217446824,2.255688428878784,0.0065363358647331,0.0008295572116275684,0.001149773815037569,0.0019793338098149566,0.017974223249754884,0.052843804046394306
CASP1D,9,3332,RF,0.031507793350886874,0.013811178679998171,0.006492922655570788,3.6490392684936523,0.0073182560244273945,0.0005282464205766419,0.0008355047133521726,0.0013637539170786362,0.014312495612460962,0.04582028896334785
CASP1D,9,3332,tabICL,0.03820098017168784,0.030406292242339216,0.015173521867723038,6.4387993812561035,0.015232768437477794,0.0035857627383472507,0.0016492634300073693,0.0052350261683546204,0.021155922950473683,0.059356903122161506
CASP1D,9,3332,PartitionWise,0.019388080683340646,0.0027326587718633387,0.002967536665315318,0.18068814277648926,-0.00023487789345197907,0.0005112503935468943,-2.644474785820916e-05,0.00048480842883851514,0.0023430234621264904,0.021731104145467136
CASP1D,9,3332,TabPFN,0.03357986698964889,0.02094310583871911,0.01247904553475998,4.753716230392456,0.008464058366820747,0.0028694596025030912,0.00108780696223906,0.0039572665647421516,0.01653480976843473,0.05011467675808362
CASP1D,9,5393,BetterCatBoost,0.031576294598133416,0.02465389003882188,0.014050681172277247,16.856170177459717,0.010603208866544644,0.0031784706486273433,0.0014084700916319691,0.004586943029221599,0.02254679374781602,0.054123088345949436
CASP1D,9,5393,CheapBetterLGBMClassifier,0.029649306790666095,0.021189356591251672,0.01268790596984708,3.5726284980773926,0.008501450621404661,0.0028499635265766903,0.001194411181549357,0.004044376997088331,0.020619805940348707,0.050269112731014795
CASP1D,9,5393,XT,0.039921891941193735,0.034122250280205504,0.01897534484729092,2.5157439708709717,0.015146905432914571,0.004181410639283689,0.0020893445336547605,0.0062707574619007365,0.030817938537821783,0.07073983047901551
CASP1D,9,5393,RF,0.035267424289850045,0.02759090962062003,0.015755498405197087,4.789848327636719,0.011835411215422942,0.003325054387006615,0.0016192505599291168,0.004944307235898016,0.02644178123850339,0.06170920552835344
CASP1D,9,5393,tabICL,0.03893816265944951,0.03922047148239488,0.017373189072496263,9.83176326751709,0.02184727858106241,0.004007687316296577,0.0024258117376459417,0.006433499053942524,0.02990866180913212,0.06884682446858163
CASP1D,9,5393,PartitionWise,0.00903055537384265,-0.00027469881434368795,-7.856166754770522e-05,0.1871020793914795,-0.0001961371467959716,-3.353518032339076e-05,-2.282822258732331e-05,-5.636111394843046e-05,1.0545235252662228e-06,0.009031609897367917
CASP1D,9,5393,TabPFN,0.03191150601589009,0.027770751766050993,0.014838682926476865,8.053194046020508,0.012932065010737936,0.0034806429769535657,0.0016077129275021307,0.005088355904455699,0.022882005165572705,0.05479351118146279
CASP1D,9,8728,BetterCatBoost,0.03646772209828148,0.02864778489201335,0.017308021011563656,20.052932500839233,0.011339763880449738,0.004144540055658072,0.0014580103109233134,0.005602552877195835,0.02384309754199972,0.0603108196402812
CASP1D,9,8728,CheapBetterLGBMClassifier,0.03570008356273515,0.025986528155271173,0.014587948567442744,5.007321119308472,0.011398579587828372,0.003366971022666576,0.0015032759078684344,0.004870249441149449,0.023075459006453396,0.05877554256918856
CASP1D,9,8728,XT,0.04129125152520211,0.04079878270319866,0.021996672527281536,2.9387662410736084,0.018802110175917063,0.005452701334951704,0.0022808504991120777,0.0077335543446782175,0.029125013747220107,0.07041626527242223
CASP1D,9,8728,RF,0.038255065703789004,0.032781203665434,0.019276720131402213,7.220271825790405,0.013504483534031752,0.004776951657606704,0.0017217271681382567,0.00649868133635938,0.025813703739685785,0.06406876944347478
CASP1D,9,8728,tabICL,0.04412150352422982,0.05059147099744663,0.025383021115949277,17.309150457382202,0.025208446901122193,0.0067143024788880205,0.0026777124869131613,0.009392014965801183,0.03149687896794805,0.07561838249217787
CASP1D,9,8728,PartitionWise,0.011972071114197175,0.0012551435780203345,0.001273313540104537,0.2103877067565918,-1.816996208421351e-05,0.00023731258449240233,-1.5039400335842278e-06,0.0002358111550732511,-0.000652553442084585,0.011319517672112589
CASP1D,9,8728,TabPFN,0.039148775044508345,0.03880855080803092,0.02060474344042771,14.495213270187378,0.018203804387228052,0.005179097387548873,0.0021051081550543665,0.007284205542603247,0.026524150488226584,0.06567292553273493
CASP1D,9,14127,BetterCatBoost,0.035938104536256975,0.028334909771168183,0.017494199338188833,27.758870840072632,0.01084071043297935,0.004267895801434848,0.0014122735843901807,0.005680171900590797,0.023246146841310624,0.05918425137756761
CASP1D,9,14127,CheapBetterLGBMClassifier,0.03653263718448655,0.029870866880201286,0.017673897239400004,7.150546073913574,0.012196969640801247,0.004228390681098484,0.0015647003386645875,0.005793093534528837,0.023840679489540197,0.06037331667402675
CASP1D,9,14127,XT,0.04346273999506871,0.04444566873674185,0.026127467001724657,3.7731101512908936,0.018318201735017157,0.007417363972223634,0.0023436371117254275,0.009761003598714827,0.03132998885383835,0.07479272884890706
CASP1D,9,14127,RF,0.040142809322803154,0.039246023726315415,0.023205800701104874,11.274453163146973,0.01604022302521051,0.006126021145782143,0.001961724533226794,0.008087748193774716,0.027394314366611272,0.06753712368941442
CASP1D,9,14127,tabICL,0.04482901124743562,0.05457651149480284,0.02819018466668107,33.694764614105225,0.02638632386363745,0.007650748566080548,0.002843490781831082,0.010494239347911643,0.03213705355248927,0.07696606479992489
CASP1D,9,14127,PartitionWise,0.015098763890014336,0.0017451009493392288,0.0017097229860419728,0.5662562847137451,3.537796329723397e-05,0.00033750720617575504,1.1332728095769794e-05,0.00034884244903729544,0.002406806195067982,0.017505570085082318
CASP1D,9,14127,TabPFN,0.04094256188117811,0.04187122528603178,0.023371684154208684,29.988847494125366,0.018499538167338802,0.0060193537813510115,0.0021212732338242446,0.008140627015175258,0.028250604186231765,0.06919316606740988
CASP1D,9,22865,BetterCatBoost,0.03947954187762313,0.03809151943756404,0.023474919092449965,48.68014168739319,0.014616600345114084,0.006027575779199257,0.0018213178637807997,0.00784889617742383,0.026468413303124154,0.06594795518074728
CASP1D,9,22865,CheapBetterLGBMClassifier,0.04243165240776818,0.04084647611483898,0.024068283130866907,15.236194610595703,0.016778192983972106,0.006075890247177973,0.002053639265974419,0.008129532047596168,0.029420523833269215,0.07185217624103739
CASP1D,9,22865,XT,0.04797287357992659,0.05776021810029038,0.03475308264708584,5.194547176361084,0.02300713545320453,0.010131788668888711,0.0028038433618935515,0.012935634565226043,0.03499673269469134,0.08296960627461794
CASP1D,9,22865,RF,0.04502951021192372,0.05182767346535808,0.03168321050754839,19.113712549209595,0.020144462957809715,0.008856599660849859,0.0023904164946872085,0.011247018689980862,0.03172098357803108,0.07675049378995483
CASP1D,9,22865,tabICL,0.05026458835226427,0.06713896483851775,0.037750329133451145,73.92844724655151,0.029388632815907745,0.010744362272811055,0.003203473109802757,0.01394783538261381,0.0372534597777653,0.08751804813002957
CASP1D,9,22865,PartitionWise,0.01442377253953044,0.0024605956579031307,0.0021561531600427174,0.6101605892181396,0.0003044424978604687,0.0004349289381347154,5.0469237025110857e-05,0.0004854007096036173,0.0014126439650314735,0.015836416504561916
CASP1D,9,22865,TabPFN,0.04496828437294659,0.05126350840584683,0.029675071052724343,65.6079351902008,0.021588434463963625,0.007914876917052487,0.002465165960437063,0.010380042877489549,0.031957155798447615,0.07692544017139422
superconductivity,0,300,BetterCatBoost,0.02899999101956685,0.035481924347679925,0.009082818818177418,47.01770639419556,0.026399105529502497,0.0013037455343566581,0.003156300236873104,0.004460046475930507,0.04566668152809143,0.07466667254765828
superconductivity,0,300,CheapBetterLGBMClassifier,0.023666659593582152,0.02335056755912445,0.0065887584498849905,1.8455867767333984,0.01676180910923946,0.0006868265205014157,0.002546863729062973,0.0032336909542651296,0.04033335010210674,0.06400000969568889
superconductivity,0,300,XT,0.03399999380111694,0.05432389656048422,0.023209685673672535,3.379805326461792,0.031114210886811666,0.006186304850854818,0.00394736966566962,0.010133675221225179,0.05333335081736247,0.08733334461847941
superconductivity,0,300,RF,0.03333332618077596,0.04236414897946546,0.015546924793176448,4.047724723815918,0.026817224186289033,0.0028190933282210714,0.003274901574000852,0.0060939956069226645,0.05000001668930053,0.0833333428700765
superconductivity,0,300,tabICL,0.032333327531814574,0.044387716288468874,0.014249951110438825,4.211589574813843,0.03013775528480772,0.0034006788146992524,0.003614011966341573,0.0070146907810408245,0.04900001804033914,0.08133334557215373
superconductivity,0,300,PartitionWise,0.007666654984156291,-0.004115018106866991,-0.0027092685623609112,0.16808462142944336,-0.0014057495445061186,-0.0008990243759610078,0.002909851109201907,0.0020108274379416454,0.024333345492680868,0.032000000476837154
superconductivity,0,300,TabPFN,0.021333326498667402,0.026447300480352785,0.010552142824884574,4.257258892059326,0.015895147762245893,0.002348711462691429,0.002464531316691895,0.004813242779383322,0.03800001700719198,0.05933334350585937
superconductivity,0,446,BetterCatBoost,0.035428207676657726,0.06960733614336881,0.04036825842369983,68.91594052314758,0.029239077719668948,0.013994653021661519,0.0033626384101742316,0.017357292942420038,0.03902373713649317,0.07445194481315089
superconductivity,0,446,CheapBetterLGBMClassifier,0.031166034911604558,0.04836281409664075,0.02240303571417236,2.2449772357940674,0.02595977838246836,0.006460813194677961,0.003018452111492209,0.009479266816754464,0.03476156437144,0.06592759928304456
superconductivity,0,446,XT,0.0437178454684854,0.057078105918986044,0.04636272030380946,3.193051815032959,0.010715385615176543,0.01515886795813537,0.003727469151088625,0.018886338619808277,0.047088655773620036,0.09080650124210544
superconductivity,0,446,RF,0.03855679554885692,0.062455817489965315,0.03715360425325579,3.4487788677215576,0.02530221323670947,0.01290795437788846,0.00313443155918961,0.01604238744766235,0.041927605853991565,0.08048440140284849
superconductivity,0,446,tabICL,0.03877652201610855,0.08521558809244559,0.044610481665909515,4.810979843139648,0.04060509961815094,0.015364406463938917,0.004449992561369273,0.019814399025308196,0.042372051475943986,0.08114857349205254
superconductivity,0,446,PartitionWise,0.03293132123280405,0.021051325960235012,0.00863133243487264,0.15123295783996582,0.01241999352536235,0.0016190151520824648,0.003372530383008021,0.00499154704567478,0.03652685069263949,0.06945817192544354
superconductivity,0,446,TabPFN,0.036998743808522506,0.0570870915390874,0.027972980085471156,3.943486213684082,0.02911410464523112,0.008284739231907026,0.0033798319250308907,0.011664571156937911,0.04059427326835795,0.07759301707688045
superconductivity,0,663,BetterCatBoost,0.060315551202914854,0.06309185029750367,0.03282660192116534,53.61496043205261,0.0302652483763384,0.0075171935636836025,0.004009389131160482,0.01152658542235455,0.04417294574424872,0.10448849694716358
superconductivity,0,663,CheapBetterLGBMClassifier,0.06243562425668594,0.06321923806488519,0.03269187086226459,2.773927688598633,0.030527367202620635,0.007448451229214223,0.00395712869143929,0.011405582648163973,0.046293018798019815,0.10872864305470575
superconductivity,0,663,XT,0.054600129224738544,0.0031417689018078177,-0.0011700349568846912,3.609018087387085,0.0043118038586925644,0.00028911562550592294,0.002731079336340239,0.0030201976893566183,0.039659392001227436,0.09425952122596598
superconductivity,0,663,RF,0.058531546740739425,0.04667112677468108,0.03329414213347161,2.9676499366760254,0.0133769846412095,0.007052841736957738,0.0031887413870460594,0.010241585851514254,0.04193439571915577,0.1004659424598952
superconductivity,0,663,tabICL,0.06380837391573901,0.06692449658954211,0.0331595524966504,5.652100324630737,0.03376494194277173,0.007484704323461391,0.004211954602949033,0.011696658926410424,0.047665768457072884,0.11147414237281188
superconductivity,0,663,PartitionWise,0.05082249704975016,-0.027965474094132324,0.017324176813555116,0.14975976943969727,-0.045289650907687454,0.0034287605354139023,0.002681726315957364,0.006110489578881717,0.03467989159108403,0.08550238864083419
superconductivity,0,663,TabPFN,0.06018226340083767,0.0660224605624046,0.03234446712745398,4.226793527603149,0.03367799128483064,0.007570572218402125,0.004090937538042347,0.011661509756444468,0.04403965794217154,0.10422192134300923
superconductivity,0,985,BetterCatBoost,0.04385785935493895,0.06820087175780894,0.021165511958644884,59.43095088005066,0.04703535979916408,0.00489096242916794,0.005003397458190731,0.009894360899805584,0.055533010100350166,0.09939086945528912
superconductivity,0,985,CheapBetterLGBMClassifier,0.04355329172260265,0.06688573775208939,0.021576813005875845,4.254792213439941,0.045308924746213564,0.005037494749165819,0.005056817637364304,0.010094313398977046,0.05522844246801386,0.0987817341906165
superconductivity,0,985,XT,0.038680197018657235,-0.041403022734438626,-0.030946251832178334,3.5182394981384277,-0.010456770902260304,-0.002174538832839219,0.003950949354163347,0.0017764115337710426,0.05035534776406845,0.08903554478272568
superconductivity,0,985,RF,0.03736039902353045,0.05254658783237297,0.011104501087535985,2.7174859046936035,0.041442086744837014,0.001058607763833859,0.004498705846356017,0.005557314622636794,0.048934026902097125,0.08629442592562757
superconductivity,0,985,tabICL,0.042639585436903285,0.06407219443982307,0.021221992523320365,7.2102744579315186,0.04285019320130028,0.004955886360163317,0.004874551404618034,0.009830437764781349,0.05431473618231449,0.09695432161921777
superconductivity,0,985,PartitionWise,0.029137042210186797,0.05285651358720929,0.013222501868006076,0.1587822437286377,0.03963401171920325,0.003250490708762678,0.003836620410480046,0.0070871121316896405,0.04081219295559801,0.0699492351657848
superconductivity,0,985,TabPFN,0.04203044775173749,0.06489677909038523,0.02002252899913128,5.807431221008301,0.044874241376051505,0.004545100335844886,0.0048678350056470514,0.00941293534149193,0.0537055984971487,0.0957360462488862
superconductivity,0,1465,BetterCatBoost,0.04163821565413231,0.06724651149261437,0.02862036117591301,58.151073694229126,0.03862615031670142,0.00760513551132957,0.004042909678497126,0.011648046606454151,0.0467576934209049,0.08839590907503721
superconductivity,0,1465,CheapBetterLGBMClassifier,0.040750844568115854,0.06549868139694266,0.03072194436788219,5.875151872634888,0.03477673702906052,0.008114837585820382,0.0038188690599820717,0.011933708062429915,0.04587032233488845,0.0866211669030043
superconductivity,0,1465,XT,0.03931739973126825,-0.02442622271480312,0.0002866126017300852,2.514697790145874,-0.024712835316533198,0.0007904086558454676,0.002996645130374598,0.0037870552028475305,0.04484643374693679,0.08416383347820502
superconductivity,0,1465,RF,0.04075084570731726,0.04719230411114791,0.025538089018609423,3.023824691772461,0.021654215092538558,0.0060064560914714574,0.003366018892519271,0.009372476400618179,0.04587032347408985,0.08662116918140711
superconductivity,0,1465,tabICL,0.04027302826630784,0.058856769137951924,0.022342245822653085,9.023320436477661,0.03651451614725694,0.005342582690151273,0.0039104572050115026,0.009253039895162778,0.04539250603308043,0.08566553429938828
superconductivity,0,1465,PartitionWise,0.0338566417173314,0.04307047649548552,0.007875375621312974,0.18084073066711426,0.03519510087417259,0.0015005867000194351,0.0035698013659992644,0.005070389482646156,0.03897611948410398,0.07283276120143539
superconductivity,0,1465,TabPFN,0.04109214190330115,0.0656800288917381,0.030139748002254586,8.951702117919922,0.0355402737214416,0.00812948716569171,0.0038779367875855205,0.012007423953277224,0.046211619670073735,0.08730376157337488
superconductivity,0,2177,BetterCatBoost,0.03288884537073928,0.05624483291748663,0.01708750199505745,59.185709953308105,0.03915733092242918,0.0040922837935927405,0.004313830608995699,0.008406115095716555,0.04974324019224498,0.08263208556298426
superconductivity,0,2177,CheapBetterLGBMClassifier,0.03247536983870132,0.055200491651112224,0.01842273857084767,8.078608989715576,0.03677775308026458,0.0045783717049863865,0.00422176238530494,0.008800134783419431,0.04932976466020702,0.08180513449890836
superconductivity,0,2177,XT,0.033946108831002166,-0.05193629740150172,-0.03970629623738834,2.2656712532043457,-0.012230001164113402,-0.0020805999151208856,0.0037040602622529562,0.0016234610402601796,0.05139841562897347,0.08534452445997563
superconductivity,0,2177,RF,0.034036796358357525,0.03981231751456869,0.015530454576241203,3.538644552230835,0.02428186293832752,0.0026500993864514806,0.004112294954017904,0.006762395033597492,0.05070675572124097,0.08474355207959848
superconductivity,0,2177,tabICL,0.032426230027229865,0.0586559159521343,0.018098682944031348,12.012677907943726,0.04055722307058178,0.004295007402706254,0.004338595910310319,0.008633603313016575,0.04928062484873556,0.08170685487596543
superconductivity,0,2177,PartitionWise,0.0193395414236011,0.02977938188475147,0.002808252624724711,0.26973819732666016,0.026971129260026788,0.0005321855978953113,0.003104162734350435,0.003636349025373846,0.0361939362451068,0.0555334776687079
superconductivity,0,2177,TabPFN,0.031739105973630395,0.05242926037774931,0.016050470473507467,12.284839630126953,0.036378779966720676,0.003593197430594092,0.004117195030823968,0.00771039246141806,0.048593500795136094,0.0803326067687665
superconductivity,0,3237,BetterCatBoost,0.03373560899775523,0.06607550429779538,0.025525626018690573,70.69481301307678,0.04054987827910478,0.0069429597839370085,0.004271697426475524,0.011214657919907266,0.05032454271806449,0.08406015171581974
superconductivity,0,3237,CheapBetterLGBMClassifier,0.03629991443769495,0.0660457816009219,0.02669583141137839,11.934995889663696,0.03934995018954351,0.007193479134348618,0.004374223864337762,0.011567703708181111,0.05288884815800421,0.08918876259569918
superconductivity,0,3237,XT,0.033890982888033196,-0.06153444081979474,-0.008028337268278863,2.4636216163635254,-0.0535061035515159,0.0021837287150512598,0.0033414149344942303,0.005525144359040221,0.05057279537068569,0.08446377825871888
superconductivity,0,3237,RF,0.03555974721474105,0.031403874224566364,0.025550357403408573,4.421892404556274,0.0058535168211578115,0.006784464358179867,0.004159788906318199,0.010944253973992799,0.052210790899628934,0.08777053811436998
superconductivity,0,3237,tabICL,0.03497022592789603,0.06425760139332935,0.023237137980767396,16.69384503364563,0.041020453537690515,0.006033552840313869,0.004387416219054455,0.010420969059368323,0.051559159648205274,0.08652938557610132
superconductivity,0,3237,PartitionWise,0.021595097559424226,0.0342669743833892,0.005441115187949197,0.562859058380127,0.028825859195440028,0.0011513070902250595,0.0034454050536306376,0.00459671285335044,0.03818403127973348,0.059779128839157716
superconductivity,0,3237,TabPFN,0.033674789238420086,0.06246542368715333,0.023071918103131462,18.63391375541687,0.03939349570915044,0.006220083948182345,0.004287568784075988,0.010507652732258333,0.05026372295872935,0.08393851219714944
superconductivity,0,4812,BetterCatBoost,0.039983800883764666,0.08160599593727012,0.03709112553519527,83.58569407463074,0.04451487040207487,0.011035212857415419,0.004659437270209554,0.015694651037270545,0.05332635489058265,0.09331015577434731
superconductivity,0,4812,CheapBetterLGBMClassifier,0.04071091231244263,0.07849247813718782,0.0365799169508149,15.957113265991211,0.041912561186372925,0.010837520355582709,0.004604281567261515,0.0154418028324898,0.054053466319260626,0.09476437863170326
superconductivity,0,4812,XT,0.040149454413299465,-0.05198110587095643,-0.015445635923001277,2.759432554244995,-0.03653546994795517,0.0062094787467549565,0.0038468546756663417,0.010056334332066878,0.05380336211510026,0.09395281652839974
superconductivity,0,4812,RF,0.041459720843572835,0.056169047389217006,0.0387395280716212,5.896713495254517,0.017429519317595808,0.011483303738785953,0.004523292294469283,0.016006596942900807,0.05484370373068603,0.09630342457425886
superconductivity,0,4812,tabICL,0.041023648979253605,0.08461287183759218,0.039673619158027335,23.97750997543335,0.044939243570849725,0.011879549728600558,0.004670514892108404,0.016550064620708963,0.05436620298607159,0.09538985196532519
superconductivity,0,4812,PartitionWise,0.022692455695560207,0.03536602844591534,0.00828456029146113,0.5749518871307373,0.027081468154454225,0.001884152552173557,0.0031834195307170994,0.0050675729925362374,0.03603500970237818,0.0587274653979384
superconductivity,0,4812,TabPFN,0.040815296199124954,0.08385293197125707,0.03934461285802408,30.615489721298218,0.044508310004517854,0.011889924934158502,0.004636477551786267,0.016526402485944763,0.05415785020594294,0.0949731464050679
superconductivity,0,7152,BetterCatBoost,0.03984966450629133,0.08145111004899327,0.034903980271917615,92.88440656661987,0.04654712977707563,0.010232101818597688,0.004799100200670939,0.015031202870573315,0.05413848829732654,0.09398815280361786
superconductivity,0,7152,CheapBetterLGBMClassifier,0.040129483188700396,0.08123727085929491,0.0353977131010114,17.494924545288086,0.04583955775828351,0.010306240614727033,0.004895745244460728,0.015201986710492449,0.05441830697973562,0.09454779016843604
superconductivity,0,7152,XT,0.03894122163802475,-0.07889491207518042,-0.03806251294791011,3.157233715057373,-0.04083239912727031,0.003863015855812113,0.003844911616949981,0.007707928324066776,0.053216078925588196,0.09215730056361293
superconductivity,0,7152,RF,0.039584528033345494,0.06220006268054695,0.03296275064462932,8.365806102752686,0.029237312035917607,0.009173180290613647,0.004580659750753937,0.01375384089267227,0.05392929586031762,0.09351382389366311
superconductivity,0,7152,tabICL,0.04088464096166627,0.08467724964862348,0.03666992088129385,36.90629863739014,0.048007319435291726,0.01093990625290991,0.00494023227512917,0.015880138528039076,0.05517346475270148,0.09605810571436775
superconductivity,0,7152,PartitionWise,0.022624294232929037,0.03580282776508349,0.0073752786338430855,0.6187605857849121,0.02842754913124042,0.0016445819569029102,0.0032631470064627883,0.004907729814670384,0.036913118023964256,0.05953741225689328
superconductivity,0,7152,TabPFN,0.038997243262662934,0.08299039891504185,0.037810012547659894,53.613927364349365,0.045180377035344055,0.011373405828263355,0.004699195077968688,0.01607260090623204,0.05328606705369815,0.09228331031636108
superconductivity,0,10632,BetterCatBoost,0.04063184557249857,0.09041617227001489,0.043061231016132115,117.08149862289429,0.0473549412538828,0.013282783217329031,0.004891451845758796,0.018174235941742327,0.054477064529263555,0.09510891010176212
superconductivity,0,10632,CheapBetterLGBMClassifier,0.04173219939817418,0.09072643255239318,0.04372595928534836,23.627180814743042,0.04700047326704483,0.013392718836751628,0.004986504134598624,0.01837922385000475,0.055577418354939165,0.09730961775311334
superconductivity,0,10632,XT,0.04270088317317964,-0.04501441548483178,-0.0103531144756711,3.8562369346618652,-0.034661301009160685,0.009743509617786236,0.004116189037536219,0.013859699533976954,0.05664010471963736,0.09934098789281702
superconductivity,0,10632,RF,0.04387651606114901,0.07386284784917965,0.04451229877777982,12.40978193283081,0.029350549071399844,0.013856563136371718,0.004856854684879536,0.018713418699905747,0.05775935991011123,0.10163587597126023
superconductivity,0,10632,tabICL,0.043189731929022215,0.09588727826052251,0.0464939444038797,60.773465394973755,0.04939332462929711,0.014450492343840987,0.005078015777620945,0.019528508121461938,0.057034950885787195,0.10022468281480941
superconductivity,0,10632,PartitionWise,0.02307151989017655,0.035606092102257694,0.00639158900531942,0.6460769176483154,0.029214503096938314,0.0013877535271242386,0.0032692480317147777,0.00465700243749351,0.036916738846941535,0.059988258737118084
superconductivity,0,10632,TabPFN,0.043227419503123345,0.0932000559577186,0.04582587189301865,102.38697052001953,0.04737417483735428,0.014182158659137162,0.0048992837442533525,0.019081442403390513,0.057072638459888324,0.10030005796301164
superconductivity,1,300,BetterCatBoost,0.035333326657613115,0.06311835582209477,0.036495862073550905,50.42910122871399,0.02662249374854387,0.011837760261197282,0.0032223914720219808,0.015060153465479254,0.035333350499471027,0.07066667715708415
superconductivity,1,300,CheapBetterLGBMClassifier,0.048333325783411665,0.05330640332497477,0.03253474641884308,1.7631382942199707,0.02077165690613173,0.008379835734630185,0.003063153891765902,0.01144299135865606,0.04833334962526957,0.09666667540868124
superconductivity,1,300,XT,0.044999992450078324,0.016209520400363654,0.03810703774272479,3.359586477279663,-0.0218975173423611,0.013005331601073353,0.0022443686381103793,0.015249701971443716,0.045000016291936236,0.09000000874201457
superconductivity,1,300,RF,0.037333324750264484,0.04723782372182271,0.031090602509554865,4.071338415145874,0.01614722121226786,0.009789664934406675,0.0027981834529251957,0.012587850119591862,0.04000001509984334,0.07733333985010783
superconductivity,1,300,tabICL,0.04399999141693115,0.05017496326380451,0.03885946363273739,4.250349283218384,0.01131549367123325,0.011456777090206743,0.0028225380107558817,0.014279315100962624,0.044000015258789056,0.08800000667572021
superconductivity,1,300,PartitionWise,0.030999985933303838,-0.07326221416850429,0.004931915108200108,0.15902447700500488,-0.07819412927670441,0.0010880802478449234,0.0017046992192347246,0.002792781199339642,0.031000009775161746,0.06199999570846558
superconductivity,1,300,TabPFN,0.03899999260902405,0.04516383701067148,0.03426719394885975,3.8089849948883057,0.010896637101977852,0.008611643267795446,0.0024356038594328306,0.011047247127228274,0.039000016450881955,0.07800000905990599
superconductivity,1,446,BetterCatBoost,0.05691634408245968,0.05046325298553626,0.022116700946059296,66.12378406524658,0.028346552039476936,0.004072830007194045,0.003161601584653548,0.007234434900468145,0.03134832797425517,0.08826467205671484
superconductivity,1,446,CheapBetterLGBMClassifier,0.051530576079674574,0.03617011518449094,0.01384984513139278,2.3240773677825928,0.022320270053098147,0.001211771443269044,0.002557620455617432,0.003769395207507026,0.025962559971470067,0.07749313605114463
superconductivity,1,446,XT,0.04746066571472587,-0.19367437635430912,-0.1075394297975129,3.2671213150024414,-0.08613494655679627,-0.014882444701324094,0.0002513376540650064,-0.014631103738638563,0.021892649606521358,0.06935331532124722
superconductivity,1,446,RF,0.051061163805843746,-0.00044885378545305165,0.011619299175284092,3.2970423698425293,-0.012068152960737122,-0.0008751742648712063,0.0013356655373105819,0.0004604945810599226,0.024821487113033492,0.07588265091887722
superconductivity,1,446,tabICL,0.0611959939324454,0.053206104764635706,0.03149039742027575,4.847403049468994,0.021715707418668052,0.008158836823477691,0.002959885109282834,0.011118721932760523,0.03562797782424089,0.09682397175668628
superconductivity,1,446,PartitionWise,0.054514341708575,0.023144703922199118,0.015825925024104272,0.16378474235534668,0.007318778898094802,0.0027267021510785417,0.002777515901981953,0.0055042213616810385,0.02894632560037048,0.08346066730894548
superconductivity,1,446,TabPFN,0.06478400869762406,0.05972057783882231,0.03212838399228628,3.668833017349243,0.02759219392084411,0.007987305776735815,0.0036187486704863546,0.01160605444722217,0.03921599258941956,0.10400000128704363
superconductivity,1,663,BetterCatBoost,0.054139885806798335,0.07988049311557219,0.037564446162816734,58.18226623535156,0.04231604695275546,0.009997310562817408,0.004847893913660259,0.014845206273355196,0.053091834916370984,0.10723172072316933
superconductivity,1,663,CheapBetterLGBMClassifier,0.0532216820664709,0.07314461131222742,0.03728518363300254,2.8085148334503174,0.035859427679224884,0.009860009608115177,0.004184487439110665,0.014044498844103364,0.052173631176043546,0.10539531324251443
superconductivity,1,663,XT,0.0477853663012769,-0.06521719674661045,-0.06267312926826604,3.568420648574829,-0.002544067478344403,0.00016793458447991182,0.004203390142567043,0.0043713265239244846,0.046134672296104254,0.09392003859738116
superconductivity,1,663,RF,0.05594553816668888,0.0600059344159532,0.02647549628947089,2.8896937370300293,0.0335304381264823,0.006025492356081288,0.004960720276297839,0.010986214429256647,0.05611074762807182,0.11205628579476071
superconductivity,1,663,tabICL,0.05111072306672108,0.07035795470851844,0.033860475748088634,5.657706022262573,0.036497473247945,0.008581362772536901,0.004441839690224411,0.013023202462761316,0.05006267217629372,0.1011733952430148
superconductivity,1,663,PartitionWise,0.03739346997236494,0.010565296204451957,0.02266477331019896,0.16279244422912598,-0.012099477105747037,0.005838808331307848,0.003082513031115225,0.008921323159300595,0.03634541908193759,0.07373888905430254
superconductivity,1,663,TabPFN,0.0499156897419486,0.0732496627567076,0.03143316756597009,4.447741508483887,0.04181648947825274,0.007867105994838267,0.0046133708466284725,0.012480476841466743,0.048867638851521254,0.09878332859346986
superconductivity,1,985,BetterCatBoost,0.04527917707026912,0.04619150934362083,0.017594709435812327,57.84735178947449,0.028596799907808522,0.0035506329094875527,0.0034966850384730076,0.007047319836701651,0.042741129846137184,0.0880203069164063
superconductivity,1,985,CheapBetterLGBMClassifier,0.043553290512356055,0.04538048683541012,0.017981751965249093,4.094006061553955,0.027398734870161024,0.0036598789557960613,0.003380694091119746,0.007040574935656902,0.04101524328822412,0.08456853380058019
superconductivity,1,985,XT,0.03228425713360007,-0.1289671385770011,-0.0518514582253487,3.422095537185669,-0.07711568035165246,-0.014163590842088916,0.001004682737224355,-0.013158906216123487,0.02954316417577908,0.06182742130937915
superconductivity,1,985,RF,0.03989846875824904,-0.020775871650348065,0.0024426194429014838,2.752171516418457,-0.023218491093249548,-0.002768656589236046,0.0020512793260295094,-0.000717375374465451,0.037258898667272576,0.07715736742552162
superconductivity,1,985,tabICL,0.04294415137489435,0.04570108465329947,0.018089602277007632,6.977943181991577,0.027611477015451136,0.0039176863443276585,0.0034173834605145835,0.007335069804842245,0.040406104150762415,0.08335025552565675
superconductivity,1,985,PartitionWise,0.034720798192290486,0.02840181862681601,0.012565854231533512,0.17557954788208008,0.0158359643952825,0.002705303349192062,0.0028107586379167355,0.0055160638758498855,0.03218275096815855,0.06690354916044904
superconductivity,1,985,TabPFN,0.04385785838674168,0.04789482621498722,0.019221327043675972,6.003676414489746,0.028673493810470567,0.004620306686436768,0.003457273261183005,0.008077579947619767,0.04131981116260974,0.08517766954935142
superconductivity,1,1465,BetterCatBoost,0.05720135473960904,0.07337466209493027,0.040950482962985015,56.88990592956543,0.03242417913194523,0.011559967509841108,0.0036802802447216537,0.015240250349551673,0.04320820452003349,0.10040955925964253
superconductivity,1,1465,CheapBetterLGBMClassifier,0.05672354022797464,0.06724841325432493,0.036337832369876887,6.110679864883423,0.030910580884448046,0.009684555936265054,0.0035611413472838222,0.013245699878537779,0.04273039000839911,0.09945393023637375
superconductivity,1,1465,XT,0.04573378139795297,-0.11365363408305992,-0.05018558408811245,2.4218719005584717,-0.06346804999494748,-0.0047699851804184875,0.0010409543046866504,-0.003729028280742916,0.03126281536479859,0.07699659676275157
superconductivity,1,1465,RF,0.052286681054802074,0.02750343702722554,0.02538123750558069,3.0490915775299072,0.0021221995216448184,0.005014535614931264,0.0027037118785982694,0.007718250088518441,0.038020493227467186,0.09030717428226927
superconductivity,1,1465,tabICL,0.057952208811919446,0.07308340762007186,0.04267706692258681,8.774443626403809,0.0304063380400865,0.012016622588648735,0.0035804483545455097,0.015597070943194232,0.043959058592343905,0.10191126740426333
superconductivity,1,1465,PartitionWise,0.04552899586869588,0.03630830630045721,0.021211017529841746,0.17812275886535645,0.015097288770615447,0.005055960500457518,0.0028846542660265736,0.007940617361473012,0.03153584564912034,0.07706484151781623
superconductivity,1,1465,TabPFN,0.061501697550047786,0.07368050607103258,0.04237495498282133,8.997339248657227,0.03130554843081272,0.01201549006161938,0.003721981681602096,0.015737471743221477,0.04750854733047225,0.10901024488052002
superconductivity,1,2177,BetterCatBoost,0.06597330990300757,0.09081400644140933,0.05201960144744085,64.20730495452881,0.03879440499396847,0.014530054563104012,0.004121977075889366,0.01865203462675457,0.04560952482363802,0.11158283472664558
superconductivity,1,2177,CheapBetterLGBMClassifier,0.06087587291978399,0.0841279572677836,0.04825641934407403,8.69236159324646,0.03587153792370955,0.013409515130673066,0.0038491381991844985,0.017258656317618755,0.04051208784041445,0.10138796076019843
superconductivity,1,2177,XT,0.05140735352025509,-0.08899505272766031,-0.024508209114720812,2.2966177463531494,-0.06448684361293948,0.0024786510961046252,0.001194874516553826,0.003673528600419651,0.03131953591789033,0.08272688943814543
superconductivity,1,2177,RF,0.06032204147508021,0.06965193042653436,0.038704389137917926,3.5370936393737793,0.03094754128861641,0.009499167307466458,0.0034152546045991966,0.012914424899826835,0.040279146376559216,0.10060118785163943
superconductivity,1,2177,tabICL,0.06542432782004606,0.09060051229534319,0.050487738509672496,11.756911754608154,0.040112772631763036,0.013861882293532635,0.004117353971732393,0.01797923626526503,0.04506054274067652,0.1104848705607226
superconductivity,1,2177,PartitionWise,0.0580769663227644,0.05505673759092385,0.025471886997116756,0.2709367275238037,0.02958485059380709,0.0057069303450195535,0.0034430590359123604,0.009149992368693108,0.03771318124339486,0.09579014756615925
superconductivity,1,2177,TabPFN,0.06349455939470107,0.09118052233622924,0.05328552169217685,12.131715536117554,0.03789499949014471,0.015075448793689574,0.003865325436164585,0.018940774229854164,0.043130774315331515,0.10662533371003258
superconductivity,1,3237,BetterCatBoost,0.06011624358119436,0.08532511878072048,0.0492760878208241,78.5685670375824,0.03604903095989638,0.013525013747501136,0.00401601574340216,0.017541032085756594,0.04612529293491137,0.10624153651610571
superconductivity,1,3237,CheapBetterLGBMClassifier,0.06076606195030132,0.08629673449280156,0.05045737719922788,12.59858751296997,0.03583935729357367,0.014078494398059199,0.004090449295047696,0.018168946287960185,0.04677511130401833,0.10754117325431967
superconductivity,1,3237,XT,0.056597442421105724,-0.11352873841932003,-0.04214558651916543,2.498577117919922,-0.0713831519001546,0.005764055149968928,0.0024534859611180155,0.008217543705940245,0.04251361286519382,0.09911105528629954
superconductivity,1,3237,RF,0.060548869177702226,0.060708120651785616,0.04769002609816551,4.552750825881958,0.013018094553620107,0.012851079088084503,0.003681458290878453,0.016532539973816252,0.04695905764068543,0.10750792681838765
superconductivity,1,3237,tabICL,0.06218586352086357,0.08494549671532674,0.04874340161734194,16.58661460876465,0.03620209244006717,0.013406117477550546,0.004017052151352602,0.017423169628903147,0.04819491287458058,0.11038077639544415
superconductivity,1,3237,PartitionWise,0.046863382021572454,0.04205124597188363,0.01778684755948947,0.5699887275695801,0.024264398412394195,0.0038512690565834008,0.0030122931341959535,0.0068635647856326535,0.03287243137528947,0.07973581339686192
superconductivity,1,3237,TabPFN,0.06067447273058653,0.08403486261296567,0.04879807612608612,18.221437215805054,0.03523678382896191,0.013514289062794454,0.0039013366097677194,0.017415625672562173,0.04668352208430355,0.10735799481489008
superconductivity,1,4812,BetterCatBoost,0.06477178514949675,0.09279665040781303,0.05710077950752994,75.39790177345276,0.0356958709002831,0.016131642052502365,0.0038348396957416098,0.019966484720461777,0.0446601085058224,0.10943189365531913
superconductivity,1,4812,CheapBetterLGBMClassifier,0.06637281167882993,0.08879051212771735,0.05451322995269418,15.802067995071411,0.03427728217502315,0.01516105483332481,0.003843875461261176,0.019004933266803803,0.04626113503515557,0.1126339467139855
superconductivity,1,4812,XT,0.06086561819637296,-0.11055063428208825,-0.046729640236362446,2.8942854404449463,-0.06382099404572582,0.004609462125612038,0.002395867996847359,0.00700533309467721,0.040774817884125215,0.10164043608049818
superconductivity,1,4812,RF,0.06552070316060217,0.062062642877178255,0.050039623238680345,6.046990156173706,0.012023019638497934,0.013218610512411416,0.003526266333859157,0.016744879818488392,0.045367532771114175,0.11088823593171634
superconductivity,1,4812,tabICL,0.06714102820519365,0.09326398328495401,0.056572288457801365,23.855406522750854,0.0366916936137466,0.015665398382321997,0.003978902643600379,0.019644301025922378,0.04702935156151929,0.11417037976671296
superconductivity,1,4812,PartitionWise,0.055440862476880404,0.05335388615705409,0.025130996264347193,0.5836586952209473,0.028222889892706948,0.005695789256878544,0.00306950850768499,0.008765300736781348,0.03532918583320606,0.09077004831008645
superconductivity,1,4812,TabPFN,0.0673281392791977,0.09243578894008232,0.05690678486048585,30.277300596237183,0.03552900286619044,0.015992929742505956,0.003986751146746473,0.01997968088925243,0.04721646263552336,0.11454460191472104
superconductivity,1,7152,BetterCatBoost,0.06301678644503553,0.10050363571308792,0.06155736083576698,98.10285758972168,0.038946274877320906,0.01834349751850243,0.004144481910252021,0.022487982116110798,0.047525467248380596,0.11054225369341612
superconductivity,1,7152,CheapBetterLGBMClassifier,0.0649739296991027,0.10052039652036475,0.06139835594094101,18.51005220413208,0.03912204057942372,0.01804733774814302,0.004302700610739401,0.02235004104623877,0.049482610502447774,0.1144565402015505
superconductivity,1,7152,XT,0.060974548282397165,-0.10075525157056679,-0.024179738271582197,3.664881706237793,-0.07657551329898464,0.011442261504928209,0.0028920105458844713,0.014334274738169037,0.045427294790057075,0.10640184307245423
superconductivity,1,7152,RF,0.06557482151700347,0.07739715880240605,0.059804501183882475,8.795372247695923,0.017592657618523532,0.017444957441148184,0.00395030669870485,0.02139526682720939,0.05022329401170765,0.11579811552871114
superconductivity,1,7152,tabICL,0.0653376054437099,0.10490834586336883,0.06338275181222894,37.08139991760254,0.04152559174731422,0.018818700249270334,0.00439830468952099,0.02321700493879133,0.04984628624705496,0.11518389169076486
superconductivity,1,7152,PartitionWise,0.04799977105655806,0.04499262669454658,0.02092368547031115,0.6193768978118896,0.024068941224235453,0.004814937186554508,0.002889037917778875,0.007703977791689734,0.03250845185990313,0.08050822291646118
superconductivity,1,7152,TabPFN,0.06214932316921875,0.09893885090448665,0.0599128825154102,53.600634813308716,0.03902596608525073,0.01772708617552075,0.004125157922281237,0.02185224409780199,0.0466580039725638,0.10880732714178254
superconductivity,1,10632,BetterCatBoost,0.06419239506760835,0.1081582017449767,0.06780308534540361,112.9837851524353,0.04035511639957308,0.020731812534648113,0.004288260953081091,0.025020076152427222,0.0490685865891798,0.11326098165678815
superconductivity,1,10632,CheapBetterLGBMClassifier,0.06484153710965734,0.1081701419141039,0.0680960382992771,22.91451907157898,0.04007410361482673,0.02070992372397215,0.004326606411088413,0.025036532799758583,0.049717728631228794,0.11455926574088615
superconductivity,1,10632,XT,0.060863058603772634,-0.10805631221296905,-0.02652504651215749,4.177916765213013,-0.08153126570081158,0.012853818405318702,0.002828362031746043,0.01568218310176276,0.046002629017770746,0.10686568762154339
superconductivity,1,10632,RF,0.06620559808066914,0.07734855672940445,0.06490996884047198,12.645665168762207,0.012438587888932429,0.01984640846786015,0.00404358747462803,0.0238899986071862,0.05105358967401713,0.11725918775468629
superconductivity,1,10632,tabICL,0.06666647280844758,0.11248957200988559,0.07051600051189165,59.81457304954529,0.04197356910743448,0.021573702672206298,0.00442251063093603,0.025996213303142328,0.051542664330019014,0.11820913713846659
superconductivity,1,10632,PartitionWise,0.04869175588689969,0.04822281804792846,0.02156837981461527,0.6676738262176514,0.02665443823331317,0.004956012541365409,0.0030193812611527563,0.007975396467216175,0.03356794740847115,0.08225970329537084
superconductivity,1,10632,TabPFN,0.06441857543010739,0.10754652741166315,0.06745900920215019,101.49872517585754,0.04008751581895351,0.020495155662657947,0.004273620266637993,0.024768775929295935,0.049294766951678844,0.11371334238178624
superconductivity,2,300,BetterCatBoost,0.0359999934832255,0.05096779432894168,0.024227258498232207,56.33384966850281,0.02674053583070941,0.00613300643942079,0.003001065218389135,0.009134073184558061,0.03933335065841675,0.07533334414164225
superconductivity,2,300,CheapBetterLGBMClassifier,0.033999992211659745,0.050962271335275366,0.028051392274854182,1.7247109413146973,0.02291087906042121,0.007304004597796973,0.0024656939025110873,0.009769700027056202,0.03733334938685099,0.07133334159851075
superconductivity,2,300,XT,0.0363333268960317,-0.1670847346298226,-0.11051834236958338,3.3472237586975098,-0.05656639226023933,-0.01649454473662467,0.0017909984732518488,-0.014703544736624696,0.03900001724561056,0.07533334414164225
superconductivity,2,300,RF,0.03599999189376831,0.000938970584543386,0.008695280220449575,4.2005534172058105,-0.007756309635906242,-0.0010975332296271525,0.0028213136536079505,0.001723781950728924,0.03933334906895956,0.07533334096272785
superconductivity,2,300,tabICL,0.03399999141693115,0.0556143953637111,0.027363678995508973,4.48284649848938,0.02825070962169049,0.007067372901365157,0.0027041569188003232,0.009771529820165482,0.037333348592122395,0.07133334000905354
superconductivity,2,300,PartitionWise,0.03699998736381531,-0.024084811286740622,0.008653591745647254,0.1886434555053711,-0.03273840303238794,0.0013333290415595014,0.0031420186889423996,0.004475349257250037,0.040333344539006555,0.07733333190282185
superconductivity,2,300,TabPFN,0.03433332482973735,0.054664058738416024,0.02681240507338347,4.3377861976623535,0.027851646918520916,0.007063001440837979,0.002892242422454945,0.009955243863292919,0.03766668200492859,0.07200000683466592
superconductivity,2,446,BetterCatBoost,0.04689636931734882,0.036244642018096226,0.015421040576909207,47.66400146484375,0.02082360144118703,0.0026343994416159144,0.003072586753302854,0.0057069881242238305,0.04370038816544893,0.09059675748279776
superconductivity,2,446,CheapBetterLGBMClassifier,0.041488130470637825,0.031775779578570626,0.014961421796824548,1.9002301692962646,0.01681435778174612,0.0025484881644302986,0.002389100174707855,0.0049375902684432125,0.038292149318737936,0.07978027978937574
superconductivity,2,446,XT,0.024474399991696243,-0.20720027412447148,-0.08916910222064635,3.2476303577423096,-0.11803117190382509,-0.021750350035838546,-9.396669556945014e-05,-0.021844314802102933,0.02060426137569394,0.04507866136739018
superconductivity,2,446,RF,0.03188513459337784,-0.002686922486272192,-0.017367626459908747,3.4440832138061523,0.01468070397363655,-0.009703793399585487,0.002126149538381937,-0.0075776419318985015,0.030486906143312297,0.06237204073669015
superconductivity,2,446,tabICL,0.04464168820339494,0.037322495813542314,0.015616935872721994,4.801024675369263,0.021705554735254186,0.0031608117894547454,0.002927084376096854,0.006087896165551601,0.041445707051495036,0.08608739525488998
superconductivity,2,446,PartitionWise,0.035455666927809125,-0.06844476955731035,0.0024499273478574167,0.1473555564880371,-0.07089469690516777,-3.627467453344857e-05,0.001768017350973991,0.0017317446057455999,0.032259685775909236,0.06771535270371837
superconductivity,2,446,TabPFN,0.04644193778472596,0.03538250533619538,0.014996403097231215,3.6430106163024902,0.02038609703339801,0.002748311191527511,0.002978153806995257,0.005726464998522765,0.04324595663282606,0.08968789441755202
superconductivity,2,663,BetterCatBoost,0.041948042526471094,0.053531046384557246,0.026205382262480814,54.91532325744629,0.027325664122076425,0.006127303118820792,0.0034687639808905365,0.009596068620559612,0.04537709348156664,0.08732513600803773
superconductivity,2,663,CheapBetterLGBMClassifier,0.04135109726946456,0.046693279676293574,0.02710594986896342,2.8318440914154053,0.019587329807330172,0.0066513698383513595,0.003148576261114222,0.009799947620313842,0.0447801482245601,0.08613124549402465
superconductivity,2,663,XT,0.043305986034595824,-0.09424165102641906,-0.030008007747059952,3.60857892036438,-0.0642336432793591,-0.0036684981302168226,0.00291401995540127,-0.000754476653967287,0.04597860026343262,0.08928458629802843
superconductivity,2,663,RF,0.045717695907461095,0.007154672870620227,0.025092918042307837,2.8387205600738525,-0.017938245171687545,0.0045998523034235395,0.003152947560168032,0.007752801384439843,0.04899523167491747,0.09471292758237856
superconductivity,2,663,tabICL,0.04046820801003535,0.049444045923067594,0.026535759581557662,5.725181341171265,0.022908279572414297,0.006701250933566933,0.0033579409433098797,0.010059191876876811,0.0438972589651309,0.08436546697516625
superconductivity,2,663,PartitionWise,0.022950548578650403,-0.0010660397973688896,0.018087844708669275,0.16365599632263184,-0.019153884506038138,0.0049578471259134034,0.0025244140884747345,0.0074822627352364186,0.026379599533745957,0.04933014811239635
superconductivity,2,663,TabPFN,0.03697766372108546,0.042349755756189954,0.022583097240687088,4.438591003417969,0.019766651746407272,0.00490116050014284,0.0034069288260855633,0.008308089326228401,0.04040671467618101,0.07738437839726649
superconductivity,2,985,BetterCatBoost,0.02913704632502522,0.03632945857780295,0.007918367413811734,55.20910310745239,0.028411091163991237,0.001558087915719783,0.0032931145069935706,0.004851203560345156,0.03878174021764455,0.06791878654266978
superconductivity,2,985,CheapBetterLGBMClassifier,0.029137047293222494,0.028776382904411986,0.00642386406965656,3.710994243621826,0.022352518834755447,0.0009780205772391914,0.002816990933003595,0.0037950126478745933,0.03878174118584183,0.06791878847906432
superconductivity,2,985,XT,0.01563451132798558,-0.20649640826596022,-0.09932584684514029,3.3918039798736572,-0.10717056142081996,-0.017723199025705995,0.0003961190980014656,-0.01732707879007274,0.02619291078015632,0.0418274221081419
superconductivity,2,985,RF,0.022944154594150293,-0.01383474571019433,-0.009154219576475964,2.758713722229004,-0.004680526133718332,-0.005528520287149993,0.0016280170278841668,-0.0039005021216340224,0.03228427988623604,0.055228434480386335
superconductivity,2,985,tabICL,0.024162428028087327,0.030203979709508593,0.008730291012905327,7.007265567779541,0.021473680460595373,0.0017735435688858673,0.0028176109813244214,0.004591154550210296,0.03380712192070665,0.057969549948793976
superconductivity,2,985,PartitionWise,0.02456851344423246,0.011993087659273255,0.0013599796728050672,0.16965508460998535,0.010633107986468177,9.824532178880352e-05,0.0029570919054132615,0.0030553383648338817,0.034213207336851785,0.05878172078108425
superconductivity,2,985,TabPFN,0.027106590924529255,0.03130527280246173,0.008149408796134683,5.73211407661438,0.02315585577031915,0.001631795327524241,0.003128377816598758,0.004760173144122996,0.03675128481714858,0.06385787574167784
superconductivity,2,1465,BetterCatBoost,0.03815698892183271,0.06419012080997126,0.023202274313690107,59.6462562084198,0.04098784649628116,0.005466779505486817,0.004796281193531607,0.0102630613581278,0.05556315610840053,0.09372014503023325
superconductivity,2,1465,CheapBetterLGBMClassifier,0.04006825201340503,0.06745096053739727,0.026081742427180754,6.237725257873535,0.04136921811021653,0.006513554980395098,0.004883604438566058,0.01139716007807054,0.057474419199972836,0.09754267121337787
superconductivity,2,1465,XT,0.03624572843414932,-0.015531806279499677,-0.014500588587634844,2.921908378601074,-0.0010312176918647943,-0.0002063426723399056,0.004165845630866594,0.00395950361763608,0.05331059861101796,0.08955632704516728
superconductivity,2,1465,RF,0.03808873082183734,0.0472822774949408,0.022608445499961476,2.945016622543335,0.024673831994979318,0.004730387405535221,0.004693234447303578,0.009423622511948183,0.05569967605148159,0.09378840687331891
superconductivity,2,1465,tabICL,0.04047780891327321,0.06553326397801355,0.02248387898901617,9.056629419326782,0.04304937492125609,0.005609581288293558,0.0050556688385644324,0.010665250126857994,0.057883976099841014,0.09836178501311424
superconductivity,2,1465,PartitionWise,0.025597256686500314,0.02907124022863371,0.003921190989916823,0.1796741485595703,0.025150049238716908,0.0006386722217618282,0.003980017116867197,0.004618689997738417,0.043003423873068124,0.06860068055956843
superconductivity,2,1465,TabPFN,0.04122866233461139,0.0673082845546017,0.024626296928465925,8.864288806915283,0.0426819775583945,0.006020960435525547,0.004963023152011701,0.010983983587537249,0.058634829521179196,0.0998634918557906
superconductivity,2,2177,BetterCatBoost,0.0422204910695622,0.07420467757262414,0.03603317678029207,68.82766318321228,0.0381715007923321,0.010555804503141527,0.004143779608746734,0.014699585541699308,0.04712613549562342,0.08934662656518563
superconductivity,2,2177,CheapBetterLGBMClassifier,0.04116481322044438,0.07247917051766205,0.03679174797968253,8.340864181518555,0.03568742253797956,0.010670245000768946,0.0039479067941439825,0.014618153224723976,0.0460704576465056,0.08723527086694997
superconductivity,2,2177,XT,0.039645781207408984,-0.13060469982300965,-0.05448616181054379,2.2559659481048584,-0.07611853801246585,-0.0001866573310531,0.0023378042468410578,0.0021511483455989994,0.044781416088018965,0.08442719729542794
superconductivity,2,2177,RF,0.04083949513756172,0.044287598646057476,0.02872449078310335,3.5902628898620605,0.015563107862954128,0.007422579271499671,0.0034230257864042825,0.010845606487715006,0.04675600101773553,0.08759549615529724
superconductivity,2,2177,tabICL,0.04194631758878141,0.07207531064555528,0.03569066377494584,12.03663420677185,0.036384639753032896,0.010112505752465015,0.004036335199502336,0.014148840951967352,0.04685196201484264,0.08879827960362405
superconductivity,2,2177,PartitionWise,0.029958648655241858,0.03834499771281406,0.009167966997686494,0.2691018581390381,0.029177030715127596,0.0019986904133222766,0.003036770148060719,0.005035461991194046,0.03486429308130308,0.06482294173654493
superconductivity,2,2177,TabPFN,0.043643987836257496,0.07415474738064617,0.03838197254758803,12.205329656600952,0.035772767715481595,0.010945666440150045,0.004009856398710482,0.014955522838860525,0.04854963226231872,0.09219362009857622
superconductivity,2,3237,BetterCatBoost,0.03722850962662111,0.06319810654147488,0.025307256403225474,64.78450846672058,0.03789085013824944,0.006685510021840401,0.0040955682686099225,0.010781079476313963,0.046090899182982814,0.08331940880960392
superconductivity,2,3237,CheapBetterLGBMClassifier,0.03831104730517721,0.06215327147695389,0.027484621616978944,10.911070585250854,0.034668649859974976,0.0072834973426326695,0.0038770917198817255,0.01116059024837803,0.04717343686153891,0.08548448416671613
superconductivity,2,3237,XT,0.03429383895716187,-0.10284872922455275,-0.04650178818920993,2.5302953720092773,-0.05634694103534281,-0.001152741812591393,0.0027710182445506632,0.001618277617822908,0.04346563367201758,0.07775947262917945
superconductivity,2,3237,RF,0.038619643049894126,0.024708406424644225,0.021736394722357,4.453385591506958,0.0029720117022872363,0.004874409507870233,0.003651570537050039,0.008525981230783918,0.0478218726376912,0.08644151568758533
superconductivity,2,3237,tabICL,0.03756949697393929,0.0648889492105889,0.027653592743107424,16.65058135986328,0.0372353484161,0.007340640036028856,0.004058495652336391,0.011399135688365248,0.04643188653030099,0.08400138350424027
superconductivity,2,3237,PartitionWise,0.03000117911741234,0.03300169379616848,0.009101447231902782,0.5763843059539795,0.023900246564265714,0.0019838720509137374,0.0034678491870952207,0.005451722423872601,0.03886356867377404,0.06886474779118637
superconductivity,2,3237,TabPFN,0.03914514571456164,0.062758485383526,0.026528630863010362,18.339803218841553,0.03622984646913417,0.006920518722489185,0.00392466208234622,0.010845180804835397,0.04800753527092334,0.08715268098548498
superconductivity,2,4812,BetterCatBoost,0.048003220568924095,0.07682583754041386,0.03513696469103468,75.53558421134949,0.04168887284937918,0.0093376908883949,0.004390746570852336,0.0137284390863295,0.049709191911122025,0.09771241248004613
superconductivity,2,4812,CheapBetterLGBMClassifier,0.04985346839099265,0.0765543127110784,0.03526654088138805,15.079009056091309,0.041287771829690345,0.009370389083469505,0.004514592535641867,0.013884983246193635,0.05155943973319058,0.10141290812418322
superconductivity,2,4812,XT,0.044368575903013505,-0.11438398453595355,-0.05209924017979979,2.8366539478302,-0.062284744356153755,0.00032586599668417703,0.0029572198080266036,0.0032830874317930523,0.04690562989591663,0.09127420579893014
superconductivity,2,4812,RF,0.048335776756091145,0.050739499242431464,0.028683552950470925,5.753650903701782,0.02205594629196056,0.006794282510092978,0.004128464740746842,0.010922748877922078,0.05014574135507912,0.09848151811117026
superconductivity,2,4812,tabICL,0.04968751578926594,0.07718511698884267,0.03571888161652094,24.239708423614502,0.041466229009878605,0.009473008345122349,0.004465593379400057,0.013938601724522406,0.05139348713146387,0.10108100292072981
superconductivity,2,4812,PartitionWise,0.035638788442980865,0.041300933612454835,0.010529761241029523,0.5940492153167725,0.030771172371425314,0.0021905587781715224,0.0033300120411769245,0.005520572446430713,0.0373447597851788,0.07298354822815967
superconductivity,2,4812,TabPFN,0.04590619376361144,0.07382180866300517,0.03377011290085127,30.28741455078125,0.04005168939971078,0.00891233366936566,0.00427867520085041,0.013191008870216075,0.04761216510580937,0.09351835886942082
superconductivity,2,7152,BetterCatBoost,0.04493873590802804,0.08108141058465942,0.036705353870827705,89.78121304512024,0.04437605671383173,0.010256463468009552,0.004718643327784341,0.01497510798324606,0.05377535990724082,0.09871409581526885
superconductivity,2,7152,CheapBetterLGBMClassifier,0.045903263309519195,0.08292898625664598,0.03797563795557267,17.494120836257935,0.0449533483010733,0.01062401855816276,0.004859103291106423,0.015483123036721369,0.054739887308731985,0.10064315061825116
superconductivity,2,7152,XT,0.040017343103496215,-0.128479576441054,-0.06102765748228241,3.2430977821350098,-0.06745191895877165,0.0010098701148108125,0.0031961349322585457,0.004206006234521534,0.04900766662263588,0.08902500972613211
superconductivity,2,7152,RF,0.04479852575229179,0.04776135340659288,0.0323060944491839,8.324456214904785,0.01545525895740899,0.008318109319956496,0.00434068904702368,0.01265879955443235,0.053677117543717956,0.09847564329600975
superconductivity,2,7152,tabICL,0.04402999806511186,0.08076520552114727,0.03625907497255885,36.898356437683105,0.044506122503287705,0.009977462075366683,0.0047707883480974265,0.01474825042346411,0.05286662206432465,0.09689662012943653
superconductivity,2,7152,PartitionWise,0.029613714416661597,0.03983321887245269,0.008509805048935027,0.6143693923950195,0.03132341382351766,0.0018102810951220849,0.0035537479196229597,0.005364030202197228,0.03845033841587438,0.06806405283253598
superconductivity,2,7152,TabPFN,0.044001919321003405,0.07945726528945855,0.03646308059664052,53.679001331329346,0.0429941766475173,0.010049936481751245,0.00462722404395795,0.014677160525709193,0.05283854332021619,0.0968404626412196
superconductivity,2,10632,BetterCatBoost,0.04675462897529044,0.0931942097044338,0.04639606341934518,109.7838876247406,0.04679814628508868,0.014042975563092964,0.004853908779381277,0.018896885534250122,0.05552112395095147,0.10227575292624191
superconductivity,2,10632,CheapBetterLGBMClassifier,0.04704635395081467,0.09408919468435051,0.04564761797397204,22.601053953170776,0.04844157671037852,0.01368421311032628,0.005071754334134057,0.018755968636236225,0.0558128489264757,0.10285920287729038
superconductivity,2,10632,XT,0.04370793685260631,-0.11200903477995112,-0.04113208124396824,3.9533185958862305,-0.07087695353598282,0.007847201880089263,0.0035579979556509154,0.011405201027516063,0.052455621571155596,0.0961635584237619
superconductivity,2,10632,RF,0.046754931229461553,0.0634020621771858,0.04402444273406473,11.947235107421875,0.01937761944312113,0.01298049762533797,0.004672902271488652,0.017653401088602506,0.05554963051131978,0.10230456174078133
superconductivity,2,10632,tabICL,0.04751686782153727,0.09677589460800798,0.04787466380115941,61.56321358680725,0.04890122277809856,0.014334979277910165,0.005051823997325228,0.01938680327523539,0.05628336279719831,0.10380023061873558
superconductivity,2,10632,PartitionWise,0.03005010132583353,0.0427806461344636,0.00971507164624844,0.6588907241821289,0.033065574488215205,0.0021480311507068917,0.003545050663305002,0.00569308300578778,0.03881659630149457,0.06886669762732808
superconductivity,2,10632,TabPFN,0.046595139538294854,0.09461274811983708,0.04647566757366808,102.23531699180603,0.04813707251741899,0.013951691324357016,0.004954211562683447,0.018905902887040457,0.055361634513955885,0.10195677405225075
superconductivity,3,300,BetterCatBoost,0.017333325544993082,0.002165763171389723,-0.005228183078436532,48.679118156433105,0.007393946249826294,-0.0031286210531212,0.0021929583090554623,-0.0009356618338531408,0.030666682720184323,0.048000008265177405
superconductivity,3,300,CheapBetterLGBMClassifier,0.023666658798853556,0.03323862482029443,0.01124808199824472,1.889279842376709,0.021990542822049746,0.0016495445450374416,0.0029882492643645716,0.004637794719614606,0.0370000159740448,0.06066667477289835
superconductivity,3,300,XT,0.031666660706202186,0.002937220367213034,0.01319433322182927,3.3525876998901367,-0.010257112854616307,0.002161161641227742,0.002861491888141307,0.005022654439581634,0.044333351055781046,0.07600001176198323
superconductivity,3,300,RF,0.02833332578341167,0.04146513189502099,0.00912238199161441,4.149415731430054,0.03234274990340661,0.0015076140601829684,0.003166628087330867,0.004674243057726425,0.04166668295860291,0.07000000874201456
superconductivity,3,300,tabICL,0.02733332554499308,0.023573427272732823,0.0023143723935405537,4.321232318878174,0.021259045772647617,-0.0006139615302284587,0.002942246402719774,0.002328284872491315,0.04066668272018433,0.06800000826517741
superconductivity,3,300,PartitionWise,0.029666653871536254,0.008978267477709273,0.002383167785830642,0.19165992736816406,0.006595099691878626,-0.00030996302405442296,0.0037049500195303954,0.003394987905688561,0.043000011046727495,0.07266666491826375
superconductivity,3,300,TabPFN,0.03099999229113261,0.038567379428951984,0.00885968020364844,3.7468130588531494,0.029707690118758928,0.001244610485931233,0.0034370714080706787,0.004681681894001916,0.044333349466323856,0.07533334175745646
superconductivity,3,446,BetterCatBoost,0.03637701706344566,0.03457223400246902,0.011985067296017875,55.88720989227295,0.022587166706451157,0.0024652439597286856,0.0025844078997977055,0.005049653790370862,0.03315606712253204,0.0695330841859777
superconductivity,3,446,CheapBetterLGBMClassifier,0.028042437589719204,0.032848629266881826,0.014621614479239552,2.0638654232025146,0.01822701478764226,0.0032726551361612634,0.0022518435284209714,0.005524500595426697,0.024821487648805575,0.05286392523852479
superconductivity,3,446,XT,0.02824968019525954,-0.059815891579240346,-0.011233843587483172,3.2151448726654053,-0.04858204799175721,-0.007010518646061554,0.0008123900791430369,-0.006198126636074043,0.023910128239835245,0.05215980843509479
superconductivity,3,446,RF,0.035006232898631195,-0.030238697464161822,0.0009674286749436989,3.2461259365081787,-0.031206126139105533,-0.0030411250914746404,0.0018293766126235747,-0.001211746548006619,0.031560563803016764,0.06656679670164796
superconductivity,3,446,tabICL,0.024459414976217626,0.02454525695710416,0.008057250390109993,4.916814804077148,0.016488001367320752,0.0015470741021117826,0.0021749869291726952,0.0037220610312844807,0.021238465035304,0.04569788001152163
superconductivity,3,446,PartitionWise,0.03348562792148185,0.012574618614699617,0.005752479758173857,0.15044045448303223,0.006822138856525733,0.0010860957594863844,0.002827711768890806,0.003913809459221642,0.030264677980568228,0.06375030590205008
superconductivity,3,446,TabPFN,0.021985008466556277,0.023794089821872387,0.007475735019166268,3.6700432300567627,0.016318349603032696,0.0014166117304431416,0.002106328718730545,0.003522940449173692,0.018764058525642648,0.04074906699219893
superconductivity,3,663,BetterCatBoost,0.046721336957831996,0.043241940949479606,0.014959580820866214,53.5753231048584,0.028282360128613394,0.0024475244897421283,0.0031651369591473135,0.005612663987463853,0.033643210879434726,0.08036454783726672
superconductivity,3,663,CheapBetterLGBMClassifier,0.04687399279422112,0.041566149236814044,0.015664169889653558,2.882361650466919,0.02590197934716053,0.002233990180739609,0.002914254223620924,0.005148246942934945,0.03379586671582385,0.08066985951004498
superconductivity,3,663,XT,0.030438589010838363,-0.21265891635471085,-0.1385107735475828,3.554326295852661,-0.07414814280712805,-0.01867616518494906,8.381096192768e-05,-0.018592351684446957,0.02081797008607838,0.05125655909691673
superconductivity,3,663,RF,0.04547162399147496,0.0062725244132097345,-0.00044526462787439767,2.9188756942749023,0.006717789041084154,-0.004885022455604318,0.0021831537317584778,-0.0027018661852714204,0.03209046753779933,0.07756209152927429
superconductivity,3,663,tabICL,0.056371599123455664,0.05094103595985032,0.017803359746542513,5.703449249267578,0.03313767333996057,0.0028366403393642603,0.00407435104085527,0.006910991380219533,0.04329347304505839,0.09966507216851406
superconductivity,3,663,PartitionWise,0.05244929098436517,0.04370631558634773,0.01987201487932324,0.15172362327575684,0.023834300707024515,0.004364260757253627,0.0037165088632746673,0.008080772159102726,0.03937116490596789,0.09182045589033308
superconductivity,3,663,TabPFN,0.04595920453584392,0.04254257694126271,0.014684623688836228,4.428094148635864,0.027857950379079243,0.0026367501934574794,0.003349650520981337,0.005986400714438819,0.03288107845744666,0.07884028299329057
superconductivity,3,985,BetterCatBoost,0.02121826464754676,0.04117447432845251,0.007362058506080932,57.35292649269104,0.03381241582237159,0.0014477450861813388,0.0037594924900467854,0.005207237837565749,0.04507615650970924,0.06629442115725599
superconductivity,3,985,CheapBetterLGBMClassifier,0.019796945964019312,0.04031873853280391,0.008310805316846748,4.186294078826904,0.03200793321595721,0.0018474037511918063,0.0036893845588961416,0.005536788571425563,0.04365483782618179,0.0634517837902011
superconductivity,3,985,XT,0.021624359987713965,-0.11423925393649621,-0.06094454526149175,3.449220657348633,-0.053294708675004486,-0.00831598589851879,0.0026728526989619264,-0.0056431329382192474,0.04517768324934287,0.06680204323705682
superconductivity,3,985,RF,0.0218274042691071,-0.0026904913836806265,-0.000523032368923515,2.7573370933532715,-0.0021674590147571005,-0.0022429927582197614,0.0032057236755246494,0.0009627311786425119,0.04730966151668335,0.06913706578579046
superconductivity,3,985,tabICL,0.0161421229996657,0.031872488802456175,0.000923442898830007,7.155609369277954,0.03094903431325654,0.0001528892335174642,0.0034790337816761135,0.003631923015193579,0.04000001486182818,0.05614213786149388
superconductivity,3,985,PartitionWise,0.007715722389027552,0.008276983158296164,-0.0037122790917871627,0.15706801414489746,0.011989262250083343,-0.0009495694808515753,0.0030394725603449272,0.0020899033408309704,0.03157361425119003,0.03928933664021759
superconductivity,3,985,TabPFN,0.02233501836128041,0.03670662727954967,0.0038205242300806464,5.851009845733643,0.0328860914590994,0.0005779423349097284,0.0038413934385672253,0.0044193357734769526,0.04619291022344289,0.06852792858472331
superconductivity,3,1465,BetterCatBoost,0.04655289112911289,0.06026210318754262,0.02869046960914582,58.323612451553345,0.0315716335783968,0.007528819208542861,0.0034741781085849714,0.011002999196682997,0.044163836472677284,0.09071672760179018
superconductivity,3,1465,CheapBetterLGBMClassifier,0.04532422303339727,0.05962704393445214,0.02791691993888129,5.990536689758301,0.03171012399557088,0.007144645825910173,0.0036128182641789715,0.010757465969644314,0.042935168376961666,0.08825939141035893
superconductivity,3,1465,XT,0.03836176826685363,-0.04073264884380049,0.005754256401653046,2.4258577823638916,-0.04648690524545353,0.0014960552046993426,0.002285594033695737,0.0037816511179502494,0.036928344912089586,0.07529011317894321
superconductivity,3,1465,RF,0.042730367387114124,0.02515714467524683,0.025644503122381923,2.952610492706299,-0.0004873584471350889,0.006180710277662061,0.0032869770773859136,0.00946768923460314,0.04047783137181513,0.08320819875892926
superconductivity,3,1465,tabICL,0.045255963305971314,0.05613229190335304,0.028318809323696292,9.14791226387024,0.02781347718365329,0.007195706785666051,0.003230510002722556,0.010426216788388601,0.04286690864953572,0.08812287195550704
superconductivity,3,1465,PartitionWise,0.04047780224080785,0.023419841102806205,0.012187116798940568,0.18123602867126465,0.011232724303865627,0.002347139949863758,0.0032919375588718242,0.005639079388290749,0.03808874758437225,0.0785665498251801
superconductivity,3,1465,TabPFN,0.043822517167179255,0.059279479331592076,0.03209204340646997,9.049493074417114,0.02718743052911863,0.008898022686331549,0.003256887905802958,0.01215491059213451,0.041433462510743646,0.0852559796779229
superconductivity,3,2177,BetterCatBoost,0.039286926136632316,0.06216435897096091,0.023693770987504425,64.26093864440918,0.03847058798345649,0.0059481254709059725,0.004276566227200589,0.010224692675024367,0.05153834721565147,0.09082527335228377
superconductivity,3,2177,CheapBetterLGBMClassifier,0.037265203666626674,0.059701741746222094,0.022539719728281216,8.727182865142822,0.037162022017940874,0.005611254514837187,0.004180256622725827,0.009791512114480806,0.04951662474564582,0.08678182841227249
superconductivity,3,2177,XT,0.03055614747616934,-0.0779518411863774,-0.02681305410959318,2.3108279705047607,-0.05113878707678422,-0.0027409852340502874,0.002781785946912048,4.080168977956128e-05,0.043589177717705464,0.0741453251938748
superconductivity,3,2177,RF,0.03644046555776756,0.025283490519832058,0.01701227387017567,3.568871021270752,0.008271216649656382,0.003350505224525026,0.003846658529393325,0.007197164730836164,0.0486920974309417,0.08513256298870928
superconductivity,3,2177,tabICL,0.04098575635460702,0.06084334906190564,0.022965652330414248,12.132565021514893,0.037877687880287246,0.005536158493068176,0.004305112338757062,0.009841270831825236,0.05323717743362617,0.09422293378823318
superconductivity,3,2177,PartitionWise,0.02394557283232135,0.03031751013393503,0.004899520101145183,0.2710154056549072,0.02541799003278982,0.000984049944423894,0.0031450322981280226,0.0041290832194697214,0.03619699391134049,0.06014256674366184
superconductivity,3,2177,TabPFN,0.04094178368456188,0.06248348737432695,0.02537221435033198,12.23061203956604,0.037111264172790814,0.006434519673266215,0.004319370983391711,0.010753890656657926,0.053193204763581026,0.09413498844814291
superconductivity,3,3237,BetterCatBoost,0.03642857006070569,0.06547618884971326,0.026234949675483822,70.94171667098999,0.03924123917422946,0.007299338671228059,0.0043550408583276105,0.01165438035375305,0.05115706528997368,0.08758563535067937
superconductivity,3,3237,CheapBetterLGBMClassifier,0.03642952508914062,0.06441877757224142,0.02607386075868129,11.576090097427368,0.03834491681356012,0.007140790227100941,0.004326793976736179,0.011467585028034494,0.05115802031840862,0.08758754540754923
superconductivity,3,3237,XT,0.03343064336288405,-0.10614452510108316,-0.0534501635624373,2.408318281173706,-0.05269436153864593,-0.003995331033926894,0.0029659082036064127,-0.0010294220061230958,0.048004626753455015,0.08143527011633907
superconductivity,3,3237,RF,0.0346045310805003,0.031245476554184793,0.01528883419087097,4.426096200942993,0.0159566423633138,0.0036200924379070215,0.00391173040414042,0.00753182366624483,0.0493949454600972,0.0839994765405975
superconductivity,3,3237,tabICL,0.03556294254284044,0.06158859492920195,0.02331157249167256,16.830726623535156,0.03827701300172754,0.006331757874629809,0.00432162213608536,0.01065338001071517,0.05029143777210844,0.08585438031494888
superconductivity,3,3237,PartitionWise,0.022960230404110927,0.03168605969906353,0.0060519728613977145,0.5575587749481201,0.025634086837665864,0.0012836617090466074,0.0033904515805790376,0.00467411411382303,0.03768872563337892,0.06064895603748984
superconductivity,3,3237,TabPFN,0.033801584864921984,0.061252338172982854,0.02537531016559605,18.27439308166504,0.035877018571584984,0.007054398003590473,0.004060640020783638,0.011115038024374111,0.04853008009418997,0.08233166495911196
superconductivity,3,4812,BetterCatBoost,0.0369468814395006,0.06770922851935886,0.029807330385679832,77.50354361534119,0.037901898133679085,0.008571334074353143,0.004227692851594173,0.012799027822588762,0.05050035808714778,0.08744723952664839
superconductivity,3,4812,CheapBetterLGBMClassifier,0.03794439288430441,0.06599370388714998,0.029266921353959308,14.83462119102478,0.036726782533190686,0.008291083429494589,0.0041896427283442976,0.012480727054480336,0.05149786953195157,0.08944226241625598
superconductivity,3,4812,XT,0.03621968682654266,-0.10037493419908242,-0.04606175945197607,2.7724382877349854,-0.054313174747106306,2.7839256086087393e-05,0.0034699057233284593,0.0034977458760559826,0.049939375637021825,0.08615906246356449
superconductivity,3,4812,RF,0.03796572347242316,0.036776827974436745,0.023959573627561116,5.784592866897583,0.012817254346875672,0.00616758336086703,0.004084880615933609,0.010252464873442078,0.051415336346583705,0.08938105981900688
superconductivity,3,4812,tabICL,0.037612378944076014,0.06630271095735038,0.029998087219521175,24.242449045181274,0.03630461457933566,0.008513456120602694,0.004245346589172199,0.012758802709774891,0.051165855591723174,0.08877823453579918
superconductivity,3,4812,PartitionWise,0.024768781208675816,0.0346936043462283,0.00591717305525552,0.5858395099639893,0.02877643129097282,0.001218983198081075,0.003378407363658681,0.004597391458381196,0.03832225785632297,0.06309103906499877
superconductivity,3,4812,TabPFN,0.03464081021967504,0.06215067622060685,0.028594929973451023,30.406471014022827,0.03355573708866228,0.007923916016918641,0.004055278254053827,0.011979194270972467,0.0481942868673222,0.08283509708699725
superconductivity,3,7152,BetterCatBoost,0.042199197632845624,0.07880450141551346,0.03655323747582474,104.92056441307068,0.042251263939688734,0.01040604026373734,0.004551197390615219,0.014957238747073626,0.05257232845158409,0.09477152608442972
superconductivity,3,7152,CheapBetterLGBMClassifier,0.043709580027195445,0.07971214235723575,0.036548082821686444,17.813339471817017,0.04316405953554931,0.010395462612549963,0.004678081515592206,0.015073545220863243,0.05408271084593391,0.09779229087312938
superconductivity,3,7152,XT,0.04177950273035691,-0.06923122081944036,-0.030586880747911306,3.252370834350586,-0.038644340071529046,0.005947179374634728,0.00388655744981945,0.009833737917175251,0.05220859713222631,0.09398809986258323
superconductivity,3,7152,RF,0.04503764650970854,0.060952545868486904,0.03679873403210558,8.60940146446228,0.024153811836381316,0.010405847210696617,0.004616556268339328,0.01502240457175702,0.05546673113798092,0.10050437764768945
superconductivity,3,7152,tabICL,0.04467447869194534,0.08374287623977453,0.03804496543909945,37.320844411849976,0.04569790239275366,0.01075559146872158,0.004840515440619161,0.01559610690934074,0.05504760951068381,0.09972208820262915
superconductivity,3,7152,PartitionWise,0.027378454119208667,0.03645281683541023,0.007205601179113663,0.6174752712249756,0.029247215656296583,0.0015091201697352758,0.0033832049465026075,0.0048923262089589584,0.03775158493794715,0.06513003905715581
superconductivity,3,7152,TabPFN,0.04397508139006371,0.08148889213407318,0.03804721574670889,54.003557205200195,0.04344166797944289,0.010783359626347312,0.004658400791343001,0.015441760417690312,0.05434821220880217,0.09832329359886588
superconductivity,3,10632,BetterCatBoost,0.04429202986685822,0.08638348979448325,0.04372141432057243,115.96974730491638,0.042662075473910835,0.013037321033810056,0.004633357594715226,0.017670679756657065,0.05409081098480756,0.09838284085166576
superconductivity,3,10632,CheapBetterLGBMClassifier,0.044320048504284164,0.08785994511128746,0.04478417363092783,23.010342836380005,0.04307577148035963,0.013399064153941148,0.004695853896041621,0.018094919178114545,0.0541188296222335,0.09843887812651766
superconductivity,3,10632,XT,0.04243881758907501,-0.09378581610263173,-0.03015120358098583,4.0351622104644775,-0.0636346125216459,0.009009339477511225,0.0035782409596921807,0.012587581565335178,0.05256683337960718,0.0950056509686822
superconductivity,3,10632,RF,0.04450816526325699,0.05396791835944133,0.044131041136093944,12.225439071655273,0.00983687722334739,0.013363427993409177,0.004369688694774216,0.017733117816315168,0.05425052885590479,0.09875869411916177
superconductivity,3,10632,tabICL,0.04607906219277062,0.08971905620167073,0.04499017731496619,59.860246419906616,0.04472887061433159,0.013301777229785169,0.004909150811378213,0.018210928041163383,0.05587784331071997,0.1019569055034906
superconductivity,3,10632,PartitionWise,0.028199443150585573,0.038368155374248515,0.007053068097713966,0.6620893478393555,0.03131508727653458,0.0014384679487363216,0.0034562303242832325,0.004894699401151323,0.03799822426853492,0.0661976674191205
superconductivity,3,10632,TabPFN,0.04501599418217874,0.08721085819636079,0.04530728190139993,101.76096630096436,0.04190356802258787,0.013656469031202129,0.004660948260802186,0.018317417292004316,0.05481477530012809,0.09983076948230685
superconductivity,4,300,BetterCatBoost,0.05066665887832641,0.06536268039522418,0.0366659470750715,51.61783480644226,0.028696733320152663,0.008826856537069692,0.0032033070765625227,0.012030165756915887,0.04400001605351766,0.09466667493184407
superconductivity,4,300,CheapBetterLGBMClassifier,0.0463333261013031,0.04606327658002692,0.02945358186042889,1.722163438796997,0.016609694719597962,0.00668611604236351,0.0026009337958625782,0.009287051981509758,0.03966668327649434,0.08600000937779743
superconductivity,4,300,XT,0.038333325783411656,0.03905819141022539,0.022683607406923302,3.395017385482788,0.01637458400330204,0.004075405264123722,0.0021717756344940943,0.006247183041901505,0.03133334954579671,0.06966667532920838
superconductivity,4,300,RF,0.046666658719380694,0.06348378636454793,0.038025146835553206,4.017419099807739,0.02545863952899475,0.009822960819679292,0.0029620348937533488,0.012784997856716319,0.04000001589457194,0.08666667461395264
superconductivity,4,300,tabICL,0.04699999292691549,0.03312488725205407,0.02282636062247163,5.103726625442505,0.010298522243103824,0.004078367687761783,0.0025153159072705935,0.006593683595032382,0.04033335010210673,0.08733334302902222
superconductivity,4,300,PartitionWise,0.03333331823348999,-0.06528694996026861,0.015323110168712451,0.18743205070495605,-0.08061006012898114,0.003609787581699264,0.0015405953225906266,0.005150385047573577,0.02666667540868123,0.05999999364217122
superconductivity,4,300,TabPFN,0.046666659514109296,0.05157496083081766,0.032151619329478395,4.253209829330444,0.019423337114860655,0.007750430731102822,0.002561026257853774,0.010311456988956599,0.04000001668930054,0.08666667620340984
superconductivity,4,446,BetterCatBoost,0.05498375985803974,0.06078911854986244,0.03330558319460628,48.57081174850464,0.027483535355256196,0.007949933808064307,0.003084146538422791,0.011034083107076034,0.038304632638724107,0.09328839249676384
superconductivity,4,446,CheapBetterLGBMClassifier,0.05543070182371675,0.057756607742543986,0.036968584078246866,2.0067596435546875,0.02078802366429716,0.009096976651957345,0.0027193025952093747,0.011816282007755655,0.03875157460440114,0.09418227642811788
superconductivity,4,446,XT,0.05994506154911646,0.042122030913460465,0.026706958020008276,3.3103299140930176,0.015415072893452241,0.00523590728241286,0.0025538151753244976,0.00778972521832631,0.04304121517510003,0.1029862767242165
superconductivity,4,446,RF,0.05544318728679128,0.06352834003438552,0.036848895294743535,3.615694046020508,0.026679444739642018,0.008536621847579898,0.0028773578346546675,0.011413982442823507,0.038092399482869924,0.0935355867696612
superconductivity,4,446,tabICL,0.05545317319746172,0.06353768495766347,0.033282446364160376,5.079582214355469,0.030255236570004024,0.007897516185401498,0.0032682029880069076,0.0111657191734084,0.0387740459781461,0.09422721917560782
superconductivity,4,446,PartitionWise,0.054319586703244514,0.009642193383116882,0.02207116614258502,0.16040897369384766,-0.012428972759468155,0.004805840824747115,0.0031896860435027706,0.007995529628838816,0.0376404594839289,0.0919600461871734
superconductivity,4,446,TabPFN,0.05228962741689884,0.06732504046676992,0.035245039668207225,3.6605796813964844,0.032079998775063644,0.00893158917797825,0.0032048525646220156,0.01213644174260026,0.03561050019758322,0.08790012761448206
superconductivity,4,663,BetterCatBoost,0.05262131701979178,0.06167562165312941,0.022826761534474493,57.923681020736694,0.03884886011865492,0.004415633557014362,0.004210121788724869,0.008625757328743345,0.048554355215716674,0.10117567223550845
superconductivity,4,663,CheapBetterLGBMClassifier,0.050542255584893225,0.05532474220747065,0.019375170426177035,2.9397740364074707,0.0359495717812936,0.003595497320745705,0.004278276047836727,0.007873775351586534,0.046475293780818126,0.09701754936571136
superconductivity,4,663,XT,0.03950329731363021,-0.07151138872229858,-0.05286487537280349,3.631314992904663,-0.01864651334949515,-0.009803551323527126,0.0019171627090289994,-0.00788638663149403,0.034832553182872664,0.07433585049650289
superconductivity,4,663,RF,0.04524378302727997,0.04496171826806955,0.005767260226013149,2.949429750442505,0.039194458042056436,-0.002267521023731628,0.003928598801223568,0.0016610797604960509,0.04192642231931662,0.0871702053465966
superconductivity,4,663,tabICL,0.045093406690337665,0.05336773097152746,0.015078569108441586,5.737565279006958,0.03828915686307403,0.0023583770076041647,0.0038403742281879843,0.006198751235792152,0.04102644488626255,0.08611985157660021
superconductivity,4,663,PartitionWise,0.037399166387858715,0.015976221822563908,0.012204977315201593,0.15082263946533203,0.0037712445073623257,0.002667615957702729,0.0033075139744601968,0.005975131915167043,0.03333220458378361,0.07073137097164231
superconductivity,4,663,TabPFN,0.04660741899626812,0.04357573378627633,0.011994082002356654,4.490967273712158,0.03158164678390783,0.0008851740456010726,0.003689845180583751,0.004575019226184826,0.04254045719219303,0.08914787618846116
superconductivity,4,985,BetterCatBoost,0.036345167208444044,0.035205498273704894,0.01247867027961852,47.30094575881958,0.022726827994086412,0.0025153295328404603,0.0029169235179659137,0.00543225456399282,0.039898490542687744,0.07624365775113179
superconductivity,4,985,CheapBetterLGBMClassifier,0.03350252935729051,0.026047437086714132,0.010001847304893462,3.709399700164795,0.016045589781820697,0.0016484626993282347,0.0023856527481461664,0.004034116960660838,0.037055852691534205,0.07055838204882472
superconductivity,4,985,XT,0.03005075503121778,-0.1421731767807354,-0.04697033504986721,3.500997304916382,-0.09520284173086817,-0.010817642643110859,0.0010694086224714988,-0.009748232507452917,0.0332995097649279,0.06335026479614567
superconductivity,4,985,RF,0.03167511896433564,-0.017050920867092624,0.0011297324510713858,2.7578518390655518,-0.018180653318163986,-0.002460882983770682,0.0019820678022809375,-0.0004788136683032934,0.03441625936382313,0.06609137832815878
superconductivity,4,985,tabICL,0.039289329862836654,0.03671565400184784,0.013511068439861652,7.105224609375,0.023204578763561905,0.003049406928345938,0.0030234616397551623,0.006072868568101101,0.04284265319708035,0.08213198305991701
superconductivity,4,985,PartitionWise,0.03187815913089036,0.0008993330073857996,0.008550775552403434,0.154677152633667,-0.007651442545017634,0.001474623024812463,0.002626318175031184,0.004100942713030092,0.035431482465134057,0.06730964159602441
superconductivity,4,985,TabPFN,0.03532993975024538,0.026705780950886705,0.011063232210217811,5.880388498306274,0.015642541942244605,0.0020538462505576534,0.0026919383489708015,0.004745784599528459,0.03888326308448907,0.07421320283473445
superconductivity,4,1465,BetterCatBoost,0.05098975062777158,0.06942571652026955,0.03308892818720993,53.728463888168335,0.03633678833305961,0.008337430649848316,0.0039139432893774365,0.01225137598711828,0.04587032054471481,0.09686007117248638
superconductivity,4,1465,CheapBetterLGBMClassifier,0.05385664599747382,0.06918728436874613,0.0325768382945185,6.1272454261779785,0.03661044607422764,0.008145012238647543,0.004100543042377824,0.012245557328917887,0.04873721591441705,0.10259386191189086
superconductivity,4,1465,XT,0.04675767242705049,-0.11364991419654495,-0.06803941484386988,2.6008260250091553,-0.045610499352675096,-0.004187191514036714,0.002323830442732347,-0.0018633590234118451,0.04143346413817422,0.0881911365652247
superconductivity,4,1465,RF,0.04634811471346702,0.04593386839368017,0.021151659723763473,2.949399948120117,0.024782208669916716,0.0033993983065048307,0.0033674214464325227,0.006766821800829881,0.04095564702265092,0.08730376173611794
superconductivity,4,1465,tabICL,0.04921500813025256,0.07102394097115253,0.03450135863118562,9.061349868774414,0.036522577588341085,0.008983184705542418,0.004036741277359801,0.013019925982902223,0.04409557804719579,0.09331058617744838
superconductivity,4,1465,PartitionWise,0.042389064681407934,0.032545664362471596,0.020088982758514506,0.17606329917907715,0.012456681603957121,0.004850640453934588,0.0032969716679430187,0.008147614169770135,0.03726963459835118,0.07965869927975912
superconductivity,4,1465,TabPFN,0.04860067286182183,0.07103859292478114,0.03257619320884858,8.61480164527893,0.038462394964306756,0.008527733196119805,0.004044268818495442,0.012572002014615249,0.043481242778765056,0.09208191564058688
superconductivity,4,2177,BetterCatBoost,0.045890109183780003,0.06911052057877957,0.034136362791846044,61.93792676925659,0.03497415778693356,0.00943218179569035,0.0038900545183367524,0.01332223822449272,0.042999697509451054,0.08888980669323107
superconductivity,4,2177,CheapBetterLGBMClassifier,0.04731676830152262,0.06737850570258219,0.03672858938510114,7.791729927062988,0.03064991631748106,0.01003670003238748,0.003504343529159265,0.013541045472012351,0.04442635662719367,0.09174312492871628
superconductivity,4,2177,XT,0.044372238455650415,-0.07113361420855364,-0.03812658457234377,2.2741267681121826,-0.03300702963620984,-6.326474788487246e-08,0.0030658261989000373,0.0030657648446177632,0.04253961432461596,0.08691185278026638
superconductivity,4,2177,RF,0.04763808140407241,0.04495260558949951,0.02720369228884687,3.5954267978668213,0.017748913300652657,0.007907363748458546,0.003517321669589532,0.011424687328513688,0.044609949566148124,0.09224803097022052
superconductivity,4,2177,tabICL,0.04543160569601191,0.06717443585816822,0.03289078629838151,12.3320791721344,0.034283644282105175,0.008908131373766306,0.0038849801193627824,0.012793111493129086,0.04254119402168296,0.08797279971769487
superconductivity,4,2177,PartitionWise,0.03886047301633843,0.03825853648550727,0.013022465125696436,0.26950812339782715,0.025236071359810874,0.0028384045447862384,0.0032153810468978582,0.006053787502149727,0.03597006134200949,0.07483053435834792
superconductivity,4,2177,TabPFN,0.045385840234280786,0.0671245370736685,0.035709381784884364,12.03464674949646,0.031415150011102635,0.009957329671658858,0.0036117366226656373,0.013569066294324496,0.04249542855995184,0.08788126879423262
superconductivity,4,3237,BetterCatBoost,0.04856010579154359,0.069334028221647,0.03542950934711191,67.54841661453247,0.033904518874535106,0.00962179353585251,0.0037620870803111105,0.013383882658620736,0.04352883610391115,0.09208894189545473
superconductivity,4,3237,CheapBetterLGBMClassifier,0.04896014897142794,0.06713665752782864,0.03510947281393216,11.396304845809937,0.032027184713896484,0.009589832376216282,0.0036577726567254554,0.013247607075398854,0.04392887928379552,0.09288902825522347
superconductivity,4,3237,XT,0.046246630543266457,-0.09805287664554277,-0.029617556135095046,2.4640376567840576,-0.06843532051044776,0.003808072623745021,0.002294661304035342,0.006102735970237488,0.04124598646912538,0.08749261701239183
superconductivity,4,3237,RF,0.05019719863573929,0.037833309867165085,0.03139762814377718,4.444729328155518,0.0064356817233878535,0.009265028551558733,0.0034238488236347257,0.012688879417650584,0.0451350647432174,0.09533226337895669
superconductivity,4,3237,tabICL,0.049147529005924714,0.07065232556308405,0.03679925076051098,16.753880262374878,0.0338530700301411,0.010002934635082075,0.0038072067389612386,0.013810141374043312,0.04411625931829229,0.09326378832421701
superconductivity,4,3237,PartitionWise,0.03913640852510812,0.03761113619088334,0.015413258733794299,0.5586395263671875,0.022197877457089055,0.003495495446043695,0.0028448225860449898,0.006340320074545808,0.03410513883747569,0.07324154736258381
superconductivity,4,3237,TabPFN,0.04939415679216443,0.06651568868487712,0.0349695208359607,18.438293933868408,0.031546163076484425,0.009376050787937,0.003556958261450463,0.012933009049387462,0.044362887104532026,0.09375704389669645
superconductivity,4,4812,BetterCatBoost,0.05155680286294262,0.07743793881149402,0.038889632423568764,79.7580635547638,0.03854830638792528,0.010596011199387245,0.00421605147167711,0.01481206451602236,0.04972890244696973,0.10128570530991235
superconductivity,4,4812,CheapBetterLGBMClassifier,0.05253399918624013,0.07682018489173088,0.03838609593369362,15.720767259597778,0.03843408895803726,0.010438493867610598,0.004316743460977923,0.014755239173546533,0.05070609877026725,0.10324009795650739
superconductivity,4,4812,XT,0.045821005848799376,-0.12272189033086504,-0.04280582236757748,2.7637531757354736,-0.07991606796328755,0.004054039881846314,0.002535123867255809,0.006589165594060137,0.04382684999328785,0.08964785584208723
superconductivity,4,4812,RF,0.050288872785950754,0.045701362355331066,0.03491341648844991,5.814090013504028,0.010787945866881143,0.008987890399381165,0.0037719389277412114,0.012759831172080386,0.04823234685319898,0.09852121963914974
superconductivity,4,4812,tabICL,0.051369693473453736,0.07793768909572754,0.040247558754216504,24.144134044647217,0.03769012481307331,0.011056083800052083,0.0041645321945253415,0.015220615994577422,0.049541793057480854,0.10091148653093458
superconductivity,4,4812,PartitionWise,0.0391303676197863,0.04533016833673285,0.014873041933498999,0.5888159275054932,0.030457126403233836,0.0033155618667199682,0.0033119767357334155,0.006627540447411398,0.0373024672038134,0.07643283482359971
superconductivity,4,4812,TabPFN,0.05097448977523358,0.07583122268995048,0.03912657077353495,30.71623134613037,0.03670464638797779,0.010929333833034325,0.004121246376364271,0.01505058020939859,0.04914658935926069,0.10012107913449426
superconductivity,4,7152,BetterCatBoost,0.05269792329206373,0.0871477152715451,0.0482755765356319,89.52862811088562,0.038872138735913206,0.014243711473532455,0.004194063958506774,0.018437777369464593,0.04937023361752889,0.10206815690959263
superconductivity,4,7152,CheapBetterLGBMClassifier,0.053872446132139776,0.08807491872693826,0.048494573372546215,17.928163051605225,0.039580345354392074,0.014187116329554359,0.004376899517589466,0.0185640177845692,0.05054475645760492,0.1044172025897447
superconductivity,4,7152,XT,0.05107612572536867,-0.08804380722938612,-0.030339074337751137,3.328812599182129,-0.057704732891635004,0.008120072233932052,0.003239562587617337,0.011359636758974759,0.047958148055198636,0.09903427378056731
superconductivity,4,7152,RF,0.054404004052738895,0.06201825825222297,0.04481006574807071,8.79067873954773,0.017208192504152252,0.013832462148777244,0.004143856735085716,0.017976320821288323,0.05120214937303367,0.10560615342577255
superconductivity,4,7152,tabICL,0.05307563515544805,0.09097562323475897,0.049766083911948575,37.44552183151245,0.04120953414832791,0.014625261099104439,0.004384674849605264,0.0190099359487097,0.0497479454809132,0.10282358063636125
superconductivity,4,7152,PartitionWise,0.03898194912322518,0.039763276883784685,0.012719414192562306,0.6173820495605469,0.02704386269122242,0.0027302490624270563,0.0031098061870331456,0.005840057186885561,0.03565425944869033,0.07463620857191551
superconductivity,4,7152,TabPFN,0.053020131564610204,0.09015383588683643,0.0502752331438846,53.60716199874878,0.03987859756846938,0.015072589101533067,0.0043082652014921645,0.01938085430302524,0.04969244189007536,0.10271257345468557
superconductivity,4,10632,BetterCatBoost,0.053959525189832866,0.09401898167716641,0.05332506756614748,114.95465898513794,0.04069391411101889,0.015955348540385352,0.004401402664679285,0.0203567531912848,0.04984040003529493,0.10379992522512779
superconductivity,4,10632,CheapBetterLGBMClassifier,0.056799909059969136,0.09624159200143624,0.05405919269439351,23.296674251556396,0.04218239930704269,0.01606362432739975,0.004574907652251997,0.020638533965871918,0.0526807839054312,0.10948069296540033
superconductivity,4,10632,XT,0.05239822436366741,-0.1195079553787842,-0.03893511499988629,4.058883190155029,-0.08057284037889795,0.010574632122478656,0.0031209362354924857,0.013695570344191301,0.048363751955516544,0.10076197631918396
superconductivity,4,10632,RF,0.055699455437925025,0.06504816113164853,0.04992106367577911,12.473757266998291,0.015127097455869421,0.015585957184937087,0.004145971644254645,0.019731930815411906,0.05152391275808556,0.1072233681960106
superconductivity,4,10632,tabICL,0.055708778475222744,0.09970797689862573,0.057681877014698145,60.588733196258545,0.04202609489622648,0.017372391520458767,0.004529844846003714,0.021902236366462477,0.05158965332068481,0.10729843179590755
superconductivity,4,10632,PartitionWise,0.040857288074399895,0.04523681673885216,0.016100429415709085,0.6623504161834717,0.029136387323143075,0.003648255756884519,0.0032519791191025797,0.006900236862207259,0.03673816291986197,0.07759545099426186
superconductivity,4,10632,TabPFN,0.05555864211584657,0.09721155227550364,0.05669756196877555,102.27782154083252,0.04051398531902698,0.017185113933279317,0.004445665528933942,0.02163077946221326,0.05143951696130864,0.10699815907715522
superconductivity,5,300,BetterCatBoost,0.02599999189376831,0.04447288217162178,0.014011875791599798,46.5283100605011,0.030461006380021964,0.0030674688629242553,0.0034713712399194407,0.0065388408075444365,0.04266668240229289,0.06866667429606119
superconductivity,5,300,CheapBetterLGBMClassifier,0.029333326816558834,0.05048553398779665,0.017576378988280118,1.8341937065124512,0.032909154999516556,0.004339110413716524,0.003555609896555656,0.00789472101497293,0.046000017325083416,0.07533334414164225
superconductivity,5,300,XT,0.03466666062672934,-0.034428109001791544,-0.020002457959524433,3.312957763671875,-0.014425651042267094,0.0033856659619659222,0.002867638184188133,0.006253304850854802,0.05066668430964152,0.08533334493637086
superconductivity,5,300,RF,0.022999991973241173,0.04392980024480372,0.017049258198429913,4.0667924880981445,0.026880542046373808,0.004082631157439178,0.0030555739866572687,0.0071382058487971895,0.03900001565615336,0.062000007629394525
superconductivity,5,300,tabICL,0.027666658957799274,0.05590931252784413,0.019461031969543623,4.340400695800781,0.036448270665078206,0.004893296922867494,0.0038374764518521428,0.00873077337471964,0.04433334946632385,0.07200000842412313
superconductivity,5,300,PartitionWise,0.02433331926663717,0.04155055237044965,-0.0016468490490541277,0.19889569282531738,0.0431974014195038,-0.0005716903980119148,0.004099999295299249,0.003528309601988079,0.041000009775161744,0.06533332904179892
superconductivity,5,300,TabPFN,0.0213333249092102,0.0458623300241928,0.010789680174148414,3.93670392036438,0.035072639956822076,0.0023744130134582472,0.0038318055336276267,0.00620621854708588,0.03800001541773478,0.05933334032694498
superconductivity,5,446,BetterCatBoost,0.029328330542413183,0.03321306172024508,0.003984126778406166,65.78436970710754,0.02922893494183893,-0.00019206600692049102,0.003227058914149475,0.003034993865163428,0.04188765525817871,0.0712159858005919
superconductivity,5,446,CheapBetterLGBMClassifier,0.03336079092954428,0.03851405084932187,0.0035146787905005585,2.1738572120666504,0.034999372058821344,-0.0008406282867178067,0.0038181166380441807,0.002977489309260817,0.04592011564530981,0.07928090657485411
superconductivity,5,446,XT,0.02757302692320463,-0.01279654244930275,-0.011091219708345363,3.180298089981079,-0.0017053227409573907,-0.006344505327472524,0.0023623719093148242,-0.00398213246022325,0.039682913329568546,0.06725594025277318
superconductivity,5,446,RF,0.029373275432991473,0.03135459268273768,0.003543657321840016,3.6890385150909424,0.02781093536089769,-0.0005893298523719532,0.003205536842037805,0.002616207947600295,0.041260939564151264,0.07063421499714273
superconductivity,5,446,tabICL,0.02601746991927853,0.041314518318714716,0.007609864008718431,4.936908960342407,0.03370464538612585,0.0009657520637353326,0.003741773152337812,0.004707525216073147,0.03857679463504406,0.06459426455432259
superconductivity,5,446,PartitionWise,0.0237577886349253,-0.012016165370024484,0.0020122267070047883,0.1485741138458252,-0.01402839207702925,0.0002938062238935904,0.002935514924601827,0.0032293221064298673,0.03631711335069083,0.060074901985616116
superconductivity,5,446,TabPFN,0.02801247664307536,0.04720385280378418,0.011415333027445346,3.691814661026001,0.03578851085246841,0.002212328494790382,0.0035090014767775327,0.005721329971567911,0.04057180135884088,0.06858427800191624
superconductivity,5,663,BetterCatBoost,0.03562427957852681,0.050614297460124115,0.013538678424589407,56.157087326049805,0.037075619035534677,0.002495077160397194,0.0039543594286055184,0.006449437551471228,0.048110063274565636,0.08373434285309245
superconductivity,5,663,CheapBetterLGBMClassifier,0.0329038432706975,0.052547757343014825,0.01699757192291725,2.8306305408477783,0.035550185420097545,0.003919155532990659,0.003943797512697486,0.007862954008156672,0.04538962696673632,0.07829347023743381
superconductivity,5,663,XT,0.02911482689103061,-0.07063581467512643,-0.04552763043560566,3.5478713512420654,-0.025108184239520714,-0.012296155342526404,0.002694692463014381,-0.009601461917043507,0.04160061058706943,0.07071543747810004
superconductivity,5,663,RF,0.03590110952421212,0.0012558250340810595,-0.0013556976233083772,2.9260432720184326,0.0026115226573894257,-0.004025269945437751,0.003548323141945045,-0.00047694584102419836,0.048235378032611756,0.08413648755682387
superconductivity,5,663,tabICL,0.03470949383525106,0.05104101005368984,0.018771486796158792,5.771553993225098,0.03226951435101656,0.00435389667827068,0.0037138541842426263,0.008067750862513313,0.04719527753128987,0.08190477136654092
superconductivity,5,663,PartitionWise,0.029445190791199383,0.034083414156700714,0.009476086076854457,0.15255236625671387,0.024607328079846273,0.002040279280288752,0.0038696833702880325,0.005909963613045302,0.041930974487238204,0.07137616527843757
superconductivity,5,663,TabPFN,0.03318978547235099,0.04481665421345635,0.01523655029807126,4.492147207260132,0.02958009500887059,0.0032239102789659788,0.003645533493197804,0.006869443772163787,0.04567556916838981,0.07886535464074079
superconductivity,5,985,BetterCatBoost,0.03969542181431339,0.06289818020629416,0.027748231652019967,64.20008134841919,0.035149948554274224,0.0075506677293582765,0.0038116283275890063,0.011362297632726179,0.04223351672216115,0.08192893853647454
superconductivity,5,985,CheapBetterLGBMClassifier,0.03939085466607573,0.052909780753060486,0.022214546952538307,4.607055902481079,0.030695233800522227,0.005604058422521678,0.003466402591242093,0.009070462589542664,0.041928949573923485,0.08131980423999921
superconductivity,5,985,XT,0.04243654212370741,-0.060405057792364894,-0.028883312706792043,3.4413394927978516,-0.03152174508557288,-0.0006079056304257507,0.0026416083759664365,0.002033704321319563,0.0446700684310216,0.08710661055472903
superconductivity,5,985,RF,0.03898476392484558,0.035965021019357,0.02217413975746436,2.7853782176971436,0.013790881261892651,0.005123089467345879,0.003227948301314268,0.008351039344439032,0.04284265561757354,0.08182741954241914
superconductivity,5,985,tabICL,0.04406090484657869,0.06566604660302773,0.02656891973712877,7.086686611175537,0.03909712030707196,0.006760916925096878,0.004047322066930781,0.010808238992027657,0.04659899975442644,0.09065990460100512
superconductivity,5,985,PartitionWise,0.033401001165360975,0.033126445016215256,0.009529471454395755,0.17177486419677734,0.023596973561819536,0.0019977565443617036,0.003266172911956987,0.005263931032097579,0.03593909607320873,0.0693400972385697
superconductivity,5,985,TabPFN,0.044670042289695164,0.06336407934731272,0.027137711507216646,5.924830198287964,0.03622636128126905,0.006945112060169276,0.0038592563407505555,0.010804368400919834,0.047208137197542924,0.09187817948723807
superconductivity,5,1465,BetterCatBoost,0.046689410258478684,0.058593051441079604,0.025025607563353435,55.368431091308594,0.03356744387772616,0.006198786520979237,0.003901048691318902,0.010099836965600302,0.046348137172008946,0.09303754743048762
superconductivity,5,1465,CheapBetterLGBMClassifier,0.03979521310370123,0.05264197314956185,0.02157616821032433,5.756601333618164,0.031065804939237496,0.005067475930444913,0.003599077963039589,0.008666555646786664,0.0394539400172315,0.07924915312093272
superconductivity,5,1465,XT,0.03351535186832675,-0.1127008717966401,-0.04086644708045963,2.4409189224243164,-0.07183442471618044,-0.009854021470573467,0.0012652439699523718,-0.008588775747318938,0.032969300576037516,0.06648465244436426
superconductivity,5,1465,RF,0.03569965094022783,0.006923531584340503,0.009097342666354046,3.0588185787200928,-0.002173811082013566,-0.0003075348285917504,0.002728587988521902,0.0024210549132323137,0.035699674700714217,0.07139932564094205
superconductivity,5,1465,tabICL,0.045051185751124045,0.057503384821806836,0.023464096584020544,8.85582709312439,0.03403928235849959,0.005663423490656518,0.0040443573588236515,0.009707780849480175,0.04470991266465431,0.08976109841577837
superconductivity,5,1465,PartitionWise,0.03870305827860133,0.037190029366426625,0.013431546656780702,0.18334412574768066,0.023758482709645905,0.0029747865207170195,0.0032523493233638815,0.006227137597383062,0.038361785192131584,0.07706484347073292
superconductivity,5,1465,TabPFN,0.04238907054015801,0.05524967310059856,0.024046464721913952,8.809933423995972,0.031203202499397918,0.005786544073741793,0.0037054275810391125,0.009491971654780907,0.04204779745368827,0.08443686799384628
superconductivity,5,2177,BetterCatBoost,0.03487260527001344,0.05861475604643185,0.02017542612192631,65.68185710906982,0.03843932992450553,0.004894199606615303,0.004253690121850709,0.009147890478482088,0.050804296305797324,0.08567690157581077
superconductivity,5,2177,CheapBetterLGBMClassifier,0.03505556549790111,0.05541333002826362,0.01979985349943872,8.295302152633667,0.03561347652882488,0.004674639970107285,0.004088046016188225,0.008762686736311585,0.05098725653368499,0.08604282203158609
superconductivity,5,2177,XT,0.03578824695700598,-0.06432984452177158,-0.02912224365717033,2.233254909515381,-0.035207600864601285,-0.0017740149944839897,0.0035196325393410956,0.0017456182948731899,0.05158200692542179,0.08737025388242774
superconductivity,5,2177,RF,0.036802060077628616,0.03387480023297047,0.018523846097945346,3.4783453941345215,0.01535095413502514,0.003707436484301692,0.004026248509565929,0.007733685743883706,0.052595925497930796,0.0893979855755594
superconductivity,5,2177,tabICL,0.036387422932334476,0.060270462935507155,0.020093458789624218,12.105519771575928,0.040176994426122895,0.004803030570893563,0.0043562839144754935,0.009159314485369054,0.05231911396811836,0.08870653690045284
superconductivity,5,2177,PartitionWise,0.022884305487400138,0.029953640051470776,0.004789451168965564,0.27053093910217285,0.025164188882505212,0.0009337157923106313,0.003572593500878141,0.004506310043204839,0.03881599652318402,0.061700302010584164
superconductivity,5,2177,TabPFN,0.03528756096105869,0.055730468646407495,0.017698981229964668,12.348392963409424,0.03803147769668281,0.0038494761062627504,0.004310813797987469,0.008160289904250216,0.05121925199684256,0.08650681295790123
superconductivity,5,3237,BetterCatBoost,0.04080656295747852,0.06822810104754083,0.03081672527720647,73.85680818557739,0.037411375770334335,0.008235142307672957,0.00423731533075194,0.012472458785730795,0.050294346068136396,0.09110090902561492
superconductivity,5,3237,CheapBetterLGBMClassifier,0.04216477908189089,0.06911690544261027,0.03282658495124341,12.451653003692627,0.03629032049136688,0.008816635005906081,0.004264377059776328,0.013081013212988319,0.05165256219254877,0.09381734127443966
superconductivity,5,3237,XT,0.03842806723839949,-0.10270166544716082,-0.04028648949552157,2.445831537246704,-0.06241517595163928,0.0012535183787136777,0.002988364695897827,0.004241884221917414,0.048378717868102494,0.086806785106502
superconductivity,5,3237,RF,0.04129972422741897,0.033566441171889914,0.029836219306558977,4.382606744766235,0.0037302218653309403,0.007634057622980769,0.003880643154874386,0.011514701925161065,0.051127585887210614,0.09242731011462958
superconductivity,5,3237,tabICL,0.04269080663257585,0.06758597867149893,0.030426824286884358,16.603237628936768,0.03715914618563814,0.007984601252971481,0.004323081425221259,0.012307682678192738,0.052178589743233715,0.09486939637580957
superconductivity,5,3237,PartitionWise,0.028819514321896916,0.03846612598073886,0.0081922583930631,0.5704388618469238,0.03027386758767577,0.0017718035592396736,0.0034805899668663236,0.0052523946734119005,0.0383072974325548,0.0671268117544517
superconductivity,5,3237,TabPFN,0.0437103277581093,0.0688001187502926,0.03144154143129142,18.383363246917725,0.03735856912002475,0.008413422418177824,0.004397700237060764,0.012811122655238585,0.053198110868767176,0.09690843862687647
superconductivity,5,4812,BetterCatBoost,0.04675819404058254,0.07666405066498601,0.035220692520639515,84.44804954528809,0.04144335814434648,0.009480381512943873,0.004352101535446698,0.013832484611530313,0.049501291653551605,0.09625948569413414
superconductivity,5,4812,CheapBetterLGBMClassifier,0.04869073846304288,0.07647662178527521,0.035147398853838704,15.576778888702393,0.0413292229314365,0.009373212996172975,0.004508743370868637,0.013881957930181345,0.05143383607601195,0.10012457453905484
superconductivity,5,4812,XT,0.0441805372535604,-0.10070167644531339,-0.03788213160142062,2.8274524211883545,-0.06281954484389272,0.0010559085363496424,0.002979478345084102,0.004035388444573481,0.04690290955765079,0.0910834468112112
superconductivity,5,4812,RF,0.04740195285077161,0.05110345968152706,0.03208598192434371,6.052925109863281,0.01901747775718334,0.007866452106402985,0.004111619711609624,0.011978073381152348,0.05089334002115624,0.09829529287192786
superconductivity,5,4812,tabICL,0.048108726578094924,0.07994731669028296,0.03816865209134266,23.96619439125061,0.04177865799173193,0.01039932009705187,0.004403562545963363,0.014802882643015236,0.050851824191063974,0.09896055076915891
superconductivity,5,4812,PartitionWise,0.03393651063339961,0.04125955021285145,0.01146335901658233,0.5843558311462402,0.02979619119626912,0.002554831764924048,0.003269647096853956,0.005824480424917744,0.03667960824636868,0.07061611887976829
superconductivity,5,4812,TabPFN,0.04839965809931168,0.07909424414132848,0.037280565168065646,30.27159547805786,0.04181367236605447,0.010273537234891517,0.004436047905194132,0.014709585140085645,0.05114275571228074,0.09954241381159243
superconductivity,5,7152,BetterCatBoost,0.04594472177476068,0.08140979800786971,0.0386129632419831,94.21907567977905,0.04279683476588662,0.010960598761033686,0.004459282147538113,0.015419882371805332,0.0503082646971188,0.09625298647187946
superconductivity,5,7152,CheapBetterLGBMClassifier,0.04580474478515484,0.08116434947450994,0.03915567606870544,18.1427640914917,0.0420086734058045,0.011004184147097033,0.004485679108983421,0.01548986471931398,0.05016828770751296,0.09597303249266781
superconductivity,5,7152,XT,0.044839517151746736,-0.08800104713350206,-0.035527010288019724,3.277052164077759,-0.052474036845482366,0.0035880772655245614,0.003341458122681018,0.0069295368514391,0.04938480004382859,0.09422431719557531
superconductivity,5,7152,RF,0.0478601626237576,0.05499329117569922,0.03774652984843304,8.78846001625061,0.017246761327266148,0.009940343457371843,0.004188450356289039,0.01412879527689441,0.052041926415336746,0.09990208903909434
superconductivity,5,7152,tabICL,0.0481680694905128,0.08654628708099446,0.042897650931046936,37.041451930999756,0.04364862916030874,0.012231706640345933,0.004536476301290157,0.016768182941636088,0.05253161241287092,0.10069968190338371
superconductivity,5,7152,PartitionWise,0.033416229169283565,0.042877896879163914,0.011766295637885404,0.6136538982391357,0.031111601241278507,0.0026324221785946123,0.0033678624547963166,0.006000286096624455,0.03777977209164169,0.07119600126092526
superconductivity,5,7152,TabPFN,0.047804287069666974,0.0842185047612968,0.041024934027776364,54.09007382392883,0.04319356374388165,0.011565691024547955,0.004509454406365354,0.0160751454309133,0.05216782999202509,0.09997211706169207
superconductivity,5,10632,BetterCatBoost,0.04725354923409515,0.0898545252395316,0.045537043127558574,105.34537482261658,0.044317482111973,0.013569564974122192,0.004644422825463792,0.018213989171176927,0.05310350414630642,0.10035705338040157
superconductivity,5,10632,CheapBetterLGBMClassifier,0.04880569834171531,0.09117682972206835,0.045481256690438975,23.79158091545105,0.045695573031629376,0.01337137928234399,0.004879646865265141,0.018251027519200068,0.05465565325392659,0.10346135159564189
superconductivity,5,10632,XT,0.04473282788098476,-0.11874225609184519,-0.04457235263374861,3.984074831008911,-0.07416990345809661,0.0054896781290336314,0.003263866464246526,0.008753545964871105,0.05064864297374422,0.09538147085472898
superconductivity,5,10632,RF,0.04712204276046807,0.05786463369089943,0.04059576845299277,12.457718133926392,0.01726886523790664,0.011591460920158291,0.0043640774369850255,0.015955539728734265,0.05324474409969513,0.1003667868601632
superconductivity,5,10632,tabICL,0.04833553598163488,0.09337552301868893,0.04729809842706843,59.78667163848877,0.04607741725118355,0.014077919041003287,0.00474796904966068,0.018825888090663975,0.054185490893846146,0.10252102687548104
superconductivity,5,10632,PartitionWise,0.031716119930576644,0.04160775902819075,0.010465874642036877,0.6611025333404541,0.031141884386153874,0.0023100761383489238,0.0033975029622985904,0.005707580472238466,0.037566074842787914,0.06928219477336456
superconductivity,5,10632,TabPFN,0.048636465363155454,0.09201238191526623,0.047536307037585046,102.02919483184814,0.04447606753724422,0.014176313630285967,0.004658644563960803,0.018834958194246777,0.05448642027536671,0.10312288563852216
superconductivity,6,300,BetterCatBoost,0.051666657527287795,0.0593575254203166,0.03164322833476775,44.80997896194458,0.027714297085548865,0.006791123913160141,0.003470057665267488,0.010261183721711312,0.04500001470247904,0.09666667222976685
superconductivity,6,300,CheapBetterLGBMClassifier,0.050666657288869224,0.0459519104232743,0.02179821763106516,1.717432975769043,0.02415369279220917,0.004144833071880569,0.0035154798500593803,0.007660315065223626,0.04400001446406047,0.0946666717529297
superconductivity,6,300,XT,0.04566665927569071,0.02501175964903949,0.0078035755210635995,3.341775417327881,0.017208184127975906,-0.00024337251365405543,0.0027110719307903777,0.002467701560420013,0.039000016450881955,0.08466667572657267
superconductivity,6,300,RF,0.05133332490921021,0.04938865762231124,0.0237725351849535,4.095313310623169,0.025616122437357725,0.004001553412271874,0.0030870348937533402,0.007088590449308899,0.04400001525878906,0.09533334016799926
superconductivity,6,300,tabICL,0.04966665705045064,0.059052161375344324,0.02444452972156418,4.593120336532593,0.034607627267301586,0.005337456548586484,0.0037021734785751383,0.009039630027161625,0.04300001422564188,0.09266667127609253
superconductivity,6,300,PartitionWise,0.04599998633066813,0.015750664907690577,0.014207186894689649,0.1930389404296875,0.0015434780130009263,0.0034850653277474913,0.003404711562606694,0.006889779033637869,0.039333343505859375,0.0853333298365275
superconductivity,6,300,TabPFN,0.04766665657361349,0.056101351379234846,0.028750410710201797,3.8487708568573,0.027350936282554535,0.007213364035512007,0.0035598275454444134,0.010773191580956428,0.04100001374880472,0.08866667032241822
superconductivity,6,446,BetterCatBoost,0.04172533401686898,0.047919388894859555,0.012396969273549297,49.244428873062134,0.035522419621310294,0.0014819523254162275,0.004167077206302511,0.0056490310453818525,0.045270925898676956,0.08699625991554594
superconductivity,6,446,CheapBetterLGBMClassifier,0.03206241357936693,0.04790840260351707,0.015288140918971477,2.1906232833862305,0.032620261684545626,0.0037215263238014134,0.0037712722380359694,0.007492800075500489,0.035608005461174895,0.06767041904054182
superconductivity,6,446,XT,0.034786510169878146,-0.061453536560590424,-0.04044916399741716,3.2628073692321777,-0.021004372563173297,-0.009802113040920707,0.0029514227476768766,-0.006850688779580722,0.039910129357813004,0.07469663952769115
superconductivity,6,446,RF,0.04309362451086628,0.01644898875525618,0.011193434132605418,3.72633695602417,0.005255554622650765,0.0006893951967382433,0.003453909942387193,0.00414330665278855,0.04618977808327264,0.08928340259413892
superconductivity,6,446,tabICL,0.03251185081722436,0.037498158559567424,0.009965181613649732,4.835287570953369,0.027532970149318037,0.0014768098513787604,0.003205408635728582,0.004682218487107337,0.036057442699032334,0.06856929351625668
superconductivity,6,446,PartitionWise,0.03748313307315669,0.005375779418533694,0.011332913233505059,0.14917588233947754,-0.0059571338149713325,0.0023724052341660335,0.003606497339725573,0.005978904087554723,0.041028724954964665,0.07851185802812136
superconductivity,6,446,TabPFN,0.03452932945053824,0.04569018857947436,0.015003265456169246,3.953742504119873,0.03068691632670543,0.0030049655315106975,0.0034448385358891304,0.006449804067399828,0.03807492133234622,0.07260425078288446
superconductivity,6,663,BetterCatBoost,0.030187960219942755,0.042053410337661655,0.013358700363311332,71.91974353790283,0.028694709974350342,0.0030817311236760723,0.0033497743877129323,0.006431506659984103,0.03965483300233382,0.06984279322227657
superconductivity,6,663,CheapBetterLGBMClassifier,0.026272490584624875,0.03186330224354797,0.00827006363943627,2.8618390560150146,0.023593238604111715,0.0014394639754919947,0.0029783941869556364,0.004417859311042736,0.03573936336701594,0.06201185395164081
superconductivity,6,663,XT,0.031842098829006925,-0.05900081235349197,-0.012413776555382483,3.5990684032440186,-0.046587035798109494,-0.000989840729379296,0.0019804314072965927,0.000990591826512402,0.040856704472354725,0.07269880330136166
superconductivity,6,663,RF,0.02958076205278589,0.0412545223335298,0.015049546040363616,2.7001142501831055,0.02620497629316621,0.003323008611475352,0.0030094986416570324,0.006332508401727487,0.03995900402364603,0.06953976607643192
superconductivity,6,663,tabICL,0.024898600996586313,0.03514548801429067,0.005660445079205473,5.860492467880249,0.029485034741043692,0.0010890857877914675,0.003145726993048438,0.0042348127808399085,0.034365473778977376,0.05926407477556369
superconductivity,6,663,PartitionWise,0.020380482132599444,0.025973058786154656,0.002519084109230413,0.1632366180419922,0.023453974676924262,0.0003152589143680301,0.0023740333918881086,0.002689293454851238,0.0298473549149905,0.05022783704758994
superconductivity,6,663,TabPFN,0.028350412810302372,0.03753164164994821,0.008569057225761489,4.481032848358154,0.028962576230145216,0.0017943662671806443,0.0032484865797322545,0.0050428528469129,0.037817285592693435,0.06616769840299581
superconductivity,6,985,BetterCatBoost,0.0506598878027824,0.05201886942643326,0.025992083115891518,50.38093566894531,0.026026786310541773,0.006065172770471511,0.0032184983616817403,0.009283673333856546,0.04304569844667076,0.09370558624945316
superconductivity,6,985,CheapBetterLGBMClassifier,0.048020295201219275,0.050845676766265724,0.02603585009499084,3.814347267150879,0.02480982667127494,0.006263675584480039,0.0031176991393923213,0.00938137692557565,0.04040610584510764,0.08842640104632692
superconductivity,6,985,XT,0.041116743644481986,-0.0869767365139609,-0.009849799077228594,3.405073404312134,-0.07712693743673223,-0.004756829142857644,0.0012351518059422473,-0.0035216751352120934,0.03421321411423271,0.0753299577587147
superconductivity,6,985,RF,0.04172587890915459,0.022788191480340357,0.01595866139942669,2.7350692749023438,0.006829530080913704,0.002684379677595242,0.0022118949298593205,0.004896276809157857,0.03380712095250939,0.07553299986166398
superconductivity,6,985,tabICL,0.051269026214096146,0.05963115434639008,0.029107461814136683,6.968233823776245,0.03052368836939906,0.007131456770002842,0.0036849378850986104,0.010816394655101456,0.043654836857984505,0.09492386307208067
superconductivity,6,985,PartitionWise,0.04091369089136269,0.009990226344025044,0.011153458173066155,0.15919017791748047,-0.001163231829041067,0.002256367176516888,0.002879290546270538,0.005135659924490726,0.03329950153525106,0.07421319242661376
superconductivity,6,985,TabPFN,0.04852790929339259,0.054346107763589634,0.028677229255377946,5.847259998321533,0.02566887434535735,0.007071619221779901,0.0032506905097457683,0.010322309731525666,0.040913719937280955,0.08944162923067353
superconductivity,6,1465,BetterCatBoost,0.03890783990202504,0.050142002910191,0.01728544281224135,60.94027876853943,0.03285656009794966,0.0039764814322959165,0.0038616323739765366,0.007838115138731233,0.0453925053821082,0.08430034528413324
superconductivity,6,1465,CheapBetterLGBMClassifier,0.03856654419427032,0.04753402325577207,0.016059238316233338,5.951946973800659,0.03147478493953874,0.003549196352439979,0.0037645940039409743,0.0073137916888397405,0.045051209674353485,0.0836177538686238
superconductivity,6,1465,XT,0.028941973565788398,-0.14261874679258893,-0.0742778991742882,2.6601722240448,-0.06834084761830075,-0.012512064807237034,0.0017050345924511877,-0.010807028882327064,0.03569967649088785,0.06464165005667624
superconductivity,6,1465,RF,0.0326962383940765,0.005261808545314472,0.002315041350568414,3.042025089263916,0.0029467671947460694,-0.0024425070389835378,0.0030775034541695723,0.0006349977476448193,0.03986349756807191,0.0725597359621484
superconductivity,6,1465,tabICL,0.04047780696035652,0.047620958098592,0.015817136895756402,9.180106163024902,0.03180381371260481,0.0036309904860707676,0.0039502059137783655,0.007581196399849131,0.04696247244043968,0.08744027940079621
superconductivity,6,1465,PartitionWise,0.03126278525733297,0.030654077418062385,0.008972406254492315,0.17683053016662598,0.02168167116357005,0.001920619617859412,0.0031354847618046606,0.005056105712122857,0.03774745073741613,0.0690102359947491
superconductivity,6,1465,TabPFN,0.04034128815647685,0.045138442162424894,0.014360088960321005,8.424357175827026,0.0307783457118731,0.0030773921904659524,0.0039976151879037745,0.007075007378369727,0.046825953636560017,0.08716724179303686
superconductivity,6,2177,BetterCatBoost,0.04070082305969348,0.06013097295283927,0.024612883111505602,57.88188028335571,0.035518089841333686,0.006547840002749444,0.0038206479514005546,0.01036848955345468,0.042857337463609806,0.08355816052330328
superconductivity,6,2177,CheapBetterLGBMClassifier,0.039324993174199026,0.05440891344008125,0.02168793903503311,8.005870580673218,0.03272097440504816,0.005558320197267491,0.0036117800892761565,0.009170101885848336,0.04148150757811535,0.08080650075231437
superconductivity,6,2177,XT,0.035648839234878375,-0.15073587606014405,-0.09573497781103427,2.270970344543457,-0.0550008982491097,-0.008164864474119723,0.0018851464723752542,-0.006279716402439792,0.03794244098170553,0.07359128021658391
superconductivity,6,2177,RF,0.039417054203885846,0.020706818049329723,0.011448952198107109,3.6453542709350586,0.009257865851222635,0.0010946593967823936,0.003316056648497462,0.004410717644584528,0.04138987142175081,0.08080692562563667
superconductivity,6,2177,tabICL,0.04051807526896979,0.05921056155559923,0.024909779898180374,12.065956592559814,0.03430077518864609,0.006583108909074176,0.00368763749593663,0.010270746405010803,0.042674589672886114,0.0831926649418559
superconductivity,6,2177,PartitionWise,0.029769046165062436,0.02783679518411507,0.009153003117597624,0.26877808570861816,0.01868379206651748,0.002003505344519477,0.002878425197882323,0.00488193214170648,0.031925560568978766,0.06169460673404119
superconductivity,6,2177,TabPFN,0.0393252042967044,0.0563289707085096,0.023273058076272134,12.139023542404175,0.03305590616346469,0.006259482512892836,0.0036233418750520746,0.009882824387944902,0.04148171870062073,0.08080692299732513
superconductivity,6,3237,BetterCatBoost,0.04148562147476674,0.05821617362196803,0.02248655055091007,67.73153233528137,0.035729623071057974,0.005340776864996061,0.003953347043103536,0.009294125321986218,0.04664955471804049,0.08813517619280722
superconductivity,6,3237,CheapBetterLGBMClassifier,0.04262812231053407,0.05916538972449968,0.022891004522178193,11.253421306610107,0.03627438520232147,0.005525659440102757,0.004117798420471089,0.009643459274460461,0.04779205555380782,0.09042017786434188
superconductivity,6,3237,XT,0.034103167377540135,-0.14948109137460544,-0.06407018363644296,2.522148609161377,-0.08541090773816246,-0.008138141946414221,0.00209604542273783,-0.006042095109789774,0.03991586884881872,0.07401903622635883
superconductivity,6,3237,RF,0.039692209212979765,0.028673628502183524,0.010582687623273745,4.60942530632019,0.018090940878909768,0.00013584069490633343,0.00363473255413333,0.003770574662926282,0.0447016306175565,0.08439383983053625
superconductivity,6,3237,tabICL,0.039539031158634205,0.05536814172019529,0.020415522820411168,16.71180033683777,0.03495261172125055,0.004777492070202729,0.003976342226948232,0.008753834297150964,0.044702964401907956,0.08424199556054217
superconductivity,6,3237,PartitionWise,0.031259789247658126,0.038214362462521884,0.009780736450741923,0.5640311241149902,0.02843362601177995,0.002116251767715244,0.003167121860280356,0.0052833750418822155,0.03642372249093188,0.06768351173859
superconductivity,6,3237,TabPFN,0.03919876319486293,0.05616046742713051,0.02086128324601639,18.3809072971344,0.03529917700258057,0.004765949133651417,0.00397363458963613,0.008739583723287547,0.04436269643813668,0.0835614596329996
superconductivity,6,4812,BetterCatBoost,0.049125082033731456,0.08085160891792802,0.03867314890287209,72.40818572044373,0.04217846001505591,0.010574611173794912,0.004263256994922332,0.014837870026399868,0.047090792626322854,0.0962158746600543
superconductivity,6,4812,CheapBetterLGBMClassifier,0.05018448880013389,0.07969078995153393,0.03845516032842655,15.094825267791748,0.04123562962310735,0.010522757247390843,0.00436210495114849,0.01488486405622196,0.04815019939272529,0.09833468819285918
superconductivity,6,4812,XT,0.04289123202345732,-0.1416463807179277,-0.05554481308629437,2.8209381103515625,-0.0861015676316333,1.490618240055086e-05,0.0022080189871728217,0.002222927027255997,0.04087760305940896,0.08376883508286627
superconductivity,6,4812,RF,0.04902072454177598,0.0516321185175422,0.030906521939179244,5.856419563293457,0.020725596578362936,0.007634927831603899,0.003624612448628517,0.011259542137915047,0.047215060552063176,0.09623578509383915
superconductivity,6,4812,tabICL,0.05022622046867377,0.08255769193825897,0.040059898917751205,24.022605180740356,0.0424977875407785,0.010912452449814017,0.004270162720676066,0.015182615170490077,0.048191931061265146,0.09841815152993891
superconductivity,6,4812,PartitionWise,0.03921270769505086,0.04174408820907877,0.014169385917173215,0.5693061351776123,0.02757470229190555,0.0031089238951040182,0.003228041626057382,0.006336967378844027,0.037178418287642255,0.07639112598269313
superconductivity,6,4812,TabPFN,0.048668178947909244,0.08015017636052489,0.03916322945005909,30.19986343383789,0.04098694143073652,0.010952706009081829,0.004236157492070927,0.015188863501152752,0.04663388954050064,0.0953020684884099
superconductivity,6,7152,BetterCatBoost,0.048993457031270504,0.07961016665448312,0.040093352290704674,87.08036065101624,0.03951681436377844,0.011204185179032239,0.004199000970822553,0.015403187940781663,0.04804192369515614,0.09703538072642665
superconductivity,6,7152,CheapBetterLGBMClassifier,0.05000082210817451,0.08243109615145934,0.04179566723118522,17.376238346099854,0.04063542892027411,0.011854428403214861,0.004376729166312096,0.01623115936045383,0.04904928877206015,0.09905011088023466
superconductivity,6,7152,XT,0.045735559991910264,-0.11614502982036576,-0.0399302636471347,3.294198989868164,-0.07621476617323107,0.002965130071422953,0.0027898954850475418,0.005755027347397368,0.044909822556237475,0.09064538254814773
superconductivity,6,7152,RF,0.048896192427125604,0.04559463116811578,0.03387366889182407,8.61481237411499,0.011720962276291724,0.00945378988621361,0.003886431989947711,0.013340223667088192,0.0478467862905585,0.0967429787176841
superconductivity,6,7152,tabICL,0.050349964780977086,0.08276442857400329,0.04168304533235286,37.506552934646606,0.041081377506387205,0.011800899892911675,0.004362544723821704,0.01616344461673338,0.04939843144486273,0.09974839622583981
superconductivity,6,7152,PartitionWise,0.03664777035075488,0.03912114332083083,0.013579792957721637,0.614795446395874,0.025541350363109228,0.0030316386762448606,0.0030436703761177906,0.006075310843289517,0.03569623701464052,0.0723440073653954
superconductivity,6,7152,TabPFN,0.049148145851004896,0.08173684056621419,0.04188739835796523,53.70934438705444,0.03984943647298571,0.011936963520941424,0.004262509808538051,0.016199473329479474,0.04819661251489053,0.09734475836589543
superconductivity,6,10632,BetterCatBoost,0.05167432937823514,0.0907323549254293,0.048669362579800736,106.060293674469,0.0420629923456286,0.014298948656377675,0.00439813137215263,0.01869708182923362,0.05056422544925173,0.10223855482748687
superconductivity,6,10632,CheapBetterLGBMClassifier,0.052267151398806146,0.09141332286462053,0.049275441483833546,22.70270347595215,0.042137881380787015,0.01449944565879371,0.004465605060492386,0.018965052519989402,0.05115704746982273,0.10342419886862889
superconductivity,6,10632,XT,0.04861738562795399,-0.11595067372473226,-0.0363483960852133,4.014289855957031,-0.07960227763951899,0.007222907339817145,0.0028435552442039685,0.010066464384724425,0.047629563782794045,0.09624694941074803
superconductivity,6,10632,RF,0.050404601649258175,0.048906045180863236,0.04413043623801588,12.307839155197144,0.004775608942847387,0.013143564677109146,0.003944746149591197,0.017088312627403658,0.04930391388345395,0.09970851553271214
superconductivity,6,10632,tabICL,0.05301968157033987,0.09374096505130655,0.050654842878919526,59.96937894821167,0.043086116474546965,0.01479228069490476,0.004516836829005028,0.019309117523909788,0.051909577641356466,0.10492925921169631
superconductivity,6,10632,PartitionWise,0.03786668358704492,0.04212425454908977,0.013627516035772025,0.6376574039459229,0.028496738513317754,0.003027337582644529,0.0032144538147393874,0.006241793198087228,0.036756579658061506,0.07462326324510642
superconductivity,6,10632,TabPFN,0.052747024676093636,0.09128844754323547,0.04973624842259442,101.43727540969849,0.04155219342280101,0.014593035298164534,0.004436195955988523,0.01902923125415306,0.05163692074711022,0.10438394542320384
superconductivity,7,300,BetterCatBoost,0.047666654984156294,0.04734640673348329,0.016786847213735745,48.93534278869629,0.03055955951974753,0.0032729608426014024,0.0034741972654463065,0.006747160456843246,0.037666678826014204,0.0853333338101705
superconductivity,7,300,CheapBetterLGBMClassifier,0.044999990860621134,0.04021370360048265,0.014191476397375002,1.7532761096954346,0.02602222720310766,0.0014240646313610993,0.0030892763589290425,0.004513343339085668,0.03500001470247904,0.08000000556310019
superconductivity,7,300,XT,0.038999991814295455,0.011810503459749006,-0.013589825163351832,3.3297739028930664,0.02540032862310083,-0.010333372719165897,0.0021805902437970538,-0.00815278012657331,0.02800001541773478,0.06700000723203023
superconductivity,7,300,RF,0.04899999022483825,0.03238736650187869,0.0002484105727869612,4.008299350738525,0.03213895592909171,-0.005097076422869604,0.0034907013549081586,-0.0016063727191659132,0.03833334724108378,0.08733333746592205
superconductivity,7,300,tabICL,0.04766665657361349,0.03538679240208733,0.00026078735919973783,4.348398923873901,0.03512600144308675,-0.003945486787706618,0.003537688668272182,-0.00040779811943442433,0.03766668041547139,0.08533333698908488
superconductivity,7,300,PartitionWise,0.047333319981892906,0.043949937556975315,0.012169732641588216,0.1893320083618164,0.03178020491538705,0.0019723350624518826,0.0031211490240241084,0.00509348643527153,0.037333343823750816,0.08466666380564372
superconductivity,7,300,TabPFN,0.04099998911221823,0.04234975698380104,0.013829878718973999,3.8356316089630127,0.02851987466502618,0.002073530750349159,0.0029692017539798598,0.005042732504329017,0.031000012954076134,0.07200000206629435
superconductivity,7,446,BetterCatBoost,0.0335855106259702,0.06073110982579131,0.02876694356836008,68.14265131950378,0.03196416625743123,0.009214167949438702,0.0033603237768389483,0.012574493372330423,0.034983786652597146,0.06856929727856734
superconductivity,7,446,CheapBetterLGBMClassifier,0.03542071650834863,0.06163465608617624,0.03132096277693722,2.2599658966064453,0.030313693309239016,0.009861059765480056,0.003263719712662401,0.013124781124195234,0.03681899253497558,0.07223970904332422
superconductivity,7,446,XT,0.02960548629772648,-0.05999480781895515,-0.01451242035890763,3.2194433212280273,-0.04548238746004758,0.0038490354408086194,0.0006845591554963074,0.004533596242357711,0.03055432401495182,0.060159810312678294
superconductivity,7,446,RF,0.03022471082344484,0.01871804135483463,0.02337752049600572,3.8054373264312744,-0.004659479141171113,0.00726028466737738,0.0020717950175719647,0.009332081331002114,0.03162298685007179,0.06184769767351661
superconductivity,7,446,tabICL,0.038082387390803454,0.06657732300206003,0.025912747794535444,4.8383448123931885,0.04066456891769857,0.006887122724581966,0.003769954225657811,0.01065707695023978,0.03948066341743041,0.07756305080823386
superconductivity,7,446,PartitionWise,0.041907603029305865,0.03205882976308327,0.011850908669397597,0.14994025230407715,0.020207921093685653,0.002309661623572397,0.003974864860615919,0.0062845281302410985,0.04330587905593282,0.08521348208523867
superconductivity,7,446,TabPFN,0.038082387390803454,0.06756298366393322,0.02644572375875572,3.6739890575408936,0.04111725361535146,0.007379225493268052,0.0039023312539346934,0.011281556747202747,0.03948066341743041,0.07756305080823386
superconductivity,7,663,BetterCatBoost,0.035590103228560994,0.045709085214138204,0.018798081288472025,83.27341365814209,0.026911003925666234,0.0038217227151523757,0.0030736091611474558,0.006895333580465226,0.036045811736629886,0.07163591496519087
superconductivity,7,663,CheapBetterLGBMClassifier,0.0402585923101343,0.04178259392413114,0.015098297690302876,3.276092052459717,0.02668429623382822,0.002205725083717777,0.0031398389621619697,0.005345565750045156,0.040714300818203195,0.08097289312833751
superconductivity,7,663,XT,0.03725449330553049,-0.021124698340742782,0.0023340376274808895,3.548600196838379,-0.023458735968223676,0.0036618057040858657,0.002567916113948898,0.006229723522200176,0.03725679546261899,0.07451128876814947
superconductivity,7,663,RF,0.040570737097958116,0.0327844887382107,0.02135441196934006,2.874129295349121,0.011430076768870655,0.004263678316156686,0.0029464891706373676,0.007210169190959468,0.04072455444268579,0.08129529154064388
superconductivity,7,663,tabICL,0.04131578098779714,0.04687307000885279,0.020812722681411166,5.795380115509033,0.026060341260064634,0.004383847115302061,0.003351363659250273,0.0077352107745523365,0.04177148949586603,0.08308727048366318
superconductivity,7,663,PartitionWise,0.0334768596937293,0.013750816372071794,0.012665810856747806,0.1680927276611328,0.0010850055153239335,0.0027335405159551267,0.0029372469518812866,0.00567078917200182,0.03393256820179819,0.06740942789552748
superconductivity,7,663,TabPFN,0.04313624166062547,0.044965017952774924,0.021285032552795423,4.274063587188721,0.02367997933260251,0.004578508234829623,0.0030467319568007523,0.007625240191630378,0.04359195016869436,0.08672819182931982
superconductivity,7,985,BetterCatBoost,0.0667004971334777,0.07738841530692718,0.04320517002793407,59.527071952819824,0.03418324527899312,0.010971885714182455,0.003943662347139681,0.014915551076727162,0.045888338234218846,0.11258883536769652
superconductivity,7,985,CheapBetterLGBMClassifier,0.06598983730761535,0.07269355367461086,0.040432872749203486,4.332481622695923,0.03226068092540735,0.009856600512759457,0.0037796922365386206,0.013636295764703094,0.045177678408356486,0.1111675157159718
superconductivity,7,985,XT,0.058781717876492424,-0.0219810554690328,0.0009656280362936754,3.3566274642944336,-0.022946683505326526,0.004631567141892709,0.002851454338734213,0.007483024496031956,0.03786803611038905,0.09664975398688148
superconductivity,7,985,RF,0.06588831540896808,0.054883088809035606,0.04347648274563026,2.6820602416992188,0.011406606063405312,0.010875692713038624,0.0034157633901005734,0.014291459118544242,0.04456854217548661,0.11045685758445467
superconductivity,7,985,tabICL,0.06802029343425926,0.07091403878867394,0.037719182196893616,7.098516941070557,0.033194855543690394,0.009046450450184377,0.00389267912744877,0.012939129577633154,0.04720813453500041,0.11522842796925965
superconductivity,7,985,PartitionWise,0.05543145842963669,0.04061771202204355,0.0219212369047445,0.17008495330810547,0.018696475117299004,0.004678150101892295,0.0030133699643415226,0.00769152308163884,0.034619299530377845,0.09005075796001454
superconductivity,7,985,TabPFN,0.0689339994779093,0.07238214644955293,0.04025809489105736,5.8005211353302,0.03212405051040564,0.009915915066329047,0.0040734097989078314,0.013989324865236885,0.04812184057865046,0.11705584005655975
superconductivity,7,1465,BetterCatBoost,0.0457337778176057,0.05445326003141378,0.01972049517707658,63.7309148311615,0.034732764854337204,0.004087349277729556,0.003750805531195861,0.007838156646396258,0.04402731701782539,0.08976109483543109
superconductivity,7,1465,CheapBetterLGBMClassifier,0.04341295961633884,0.0504964996142329,0.017706820832027386,6.1789870262146,0.032789678782205525,0.003487966697326578,0.0036760388331115597,0.007164007367908972,0.041706498816558524,0.08511945843289735
superconductivity,7,1465,XT,0.04136518113849107,-0.10888605311407781,-0.05781610212609881,2.423994779586792,-0.05106995098797901,-0.008247587227255276,0.002249925045865546,-0.005997660343918895,0.0402730547934262,0.08163823593191726
superconductivity,7,1465,RF,0.041569957554136935,0.019952093035837438,0.008598357720074968,2.9401159286499023,0.01135373531576248,-0.0010571637864843664,0.002880657367238494,0.001823495418224967,0.03959045914659728,0.08116041670073422
superconductivity,7,1465,tabICL,0.04430033102784141,0.05138093149427603,0.018938359212924007,9.160479068756104,0.032442566724254156,0.0040613239631056754,0.0035735301746573677,0.007634854137763046,0.04259387022806109,0.0868942012559025
superconductivity,7,1465,PartitionWise,0.04013650571933785,0.03433756933531413,0.011635306471821965,0.17997455596923828,0.02270226286349219,0.00233652198845391,0.0032522927311075243,0.005588816557032276,0.03843004491955754,0.0785665506388954
superconductivity,7,1465,TabPFN,0.041023881199416856,0.04607762647400883,0.01612726709497649,8.836582899093628,0.029950353821934485,0.003158199290646424,0.003382737454668093,0.006540936745314514,0.03931742039963654,0.0803413015990534
superconductivity,7,2177,BetterCatBoost,0.048881778979017354,0.07378645751326982,0.04073206371871278,67.96573162078857,0.033054393794557005,0.011510689477622496,0.003796677651227301,0.015307369124744893,0.044605729848187295,0.09348750882720465
superconductivity,7,2177,CheapBetterLGBMClassifier,0.04943329267331873,0.07072261870086359,0.040736392193397454,8.69055986404419,0.029986226507466174,0.011271199430489556,0.0035110393213308054,0.01478224074771547,0.04515724354248868,0.0945905362158074
superconductivity,7,2177,XT,0.04593925359517377,-0.10121449775445521,-0.021974260636062237,2.210402011871338,-0.07924023711839304,0.002024854741865609,0.002189630576550722,0.004214487314311416,0.041525273396975634,0.08746452699214939
superconductivity,7,2177,RF,0.05044426089347346,0.025164596961333042,0.03459861979073749,3.6241490840911865,-0.009434022829404453,0.00881088996945357,0.0034239159339533006,0.012234807899301961,0.04699527057881825,0.0974395314722917
superconductivity,7,2177,tabICL,0.049659064725068106,0.07006559837137748,0.03935076868630991,12.155862092971802,0.030714824734401014,0.010770889295280398,0.0037105064129229954,0.014481395708203393,0.04538301559423804,0.09504208031930614
superconductivity,7,2177,PartitionWise,0.04226467037205956,0.04314841981909243,0.012910798282422798,0.26892685890197754,0.03023762153666961,0.0026576012506122487,0.003411021718168561,0.006068624964675898,0.0379886212412295,0.08025329161328906
superconductivity,7,2177,TabPFN,0.04966233460872747,0.06393397896295847,0.03602164911532842,12.108452081680298,0.027912324896963502,0.009628102192205895,0.0034952622948021287,0.013123364487008021,0.0453862854778974,0.09504862008662487
superconductivity,7,3237,BetterCatBoost,0.04946208489592434,0.07386598991414742,0.03585651666773639,69.69984221458435,0.038009473246411005,0.009637341399138416,0.004045620143589437,0.013682963490452343,0.0459673465876878,0.09542943148361216
superconductivity,7,3237,CheapBetterLGBMClassifier,0.04970942860364409,0.07251287417734006,0.035912569669853144,12.047173976898193,0.036600304507486935,0.009555588911081625,0.004025344991650384,0.013580935850456517,0.04621469029540755,0.09592411889905164
superconductivity,7,3237,XT,0.04182971117287538,-0.12287043783160381,-0.03772635913211858,2.419755220413208,-0.08514407869948527,0.0025131224445130163,0.0019278456364228646,0.0044409700286603794,0.03848919840837532,0.0803189095812507
superconductivity,7,3237,RF,0.04557000203462412,0.04583250123308023,0.03151204657043296,4.327657222747803,0.01432045466264722,0.008031978647570062,0.003296186553101127,0.01132816714839569,0.04179724736457029,0.08736724939919442
superconductivity,7,3237,tabICL,0.048812410963303396,0.07354889619993446,0.03384639774023658,17.769864320755005,0.03970249332463945,0.008961393713104343,0.004215895727710114,0.013177289440814458,0.045317672655066844,0.09413008361837023
superconductivity,7,3237,PartitionWise,0.0405328348327052,0.04034092150608888,0.01452464487532098,0.5597631931304932,0.02581627663076791,0.003182425495617913,0.003244055397476539,0.006426482840818951,0.037038096524468656,0.07757093135717387
superconductivity,7,3237,TabPFN,0.04714436152741689,0.06979103878510239,0.03234742992286467,18.339756965637207,0.03744360372717925,0.008581441485547268,0.004062726479473563,0.012644167965020828,0.04364962321918035,0.09079398474659724
superconductivity,7,4812,BetterCatBoost,0.05237132664619615,0.08105735799784633,0.04464839543984421,85.86319971084595,0.03640896255800211,0.0125774106524116,0.0039018575837907465,0.016479270375916216,0.045762585000783895,0.09813391164698004
superconductivity,7,4812,CheapBetterLGBMClassifier,0.053970410381046795,0.08350591398431806,0.046850015086666585,15.55073857307434,0.036655898897651515,0.013406673157569377,0.004062988838072717,0.017469664135355965,0.04736166873563454,0.10133207911668134
superconductivity,7,4812,XT,0.04935753273295259,-0.15184324357833529,-0.05935866756212858,2.815493106842041,-0.09248457601620665,0.004159378510242057,0.002151044540340896,0.006310425190296823,0.04272808736747345,0.09208562010042605
superconductivity,7,4812,RF,0.054136515888157176,0.04341950717752989,0.042391330545732776,6.040447950363159,0.001028176631797162,0.011766009182596085,0.00345922991488585,0.01522524123719581,0.04773535056900407,0.10187186645716124
superconductivity,7,4812,tabICL,0.053139716477604036,0.08237980718469248,0.04637384318665133,24.17613959312439,0.0360059595978978,0.012939107559475851,0.00397856466876137,0.016917672228237222,0.046530974832191783,0.09967069130979582
superconductivity,7,4812,PartitionWise,0.04235305809621935,0.044693913534060346,0.016533140466244333,0.569455623626709,0.02816077306781606,0.0037258164416207524,0.0031125759715082634,0.006838394552842894,0.0357443164508071,0.07809737454702645
superconductivity,7,4812,TabPFN,0.05355515047820553,0.07943753559863588,0.04531922078601193,30.416808366775513,0.034118310412480625,0.01288050673662188,0.0038765672802863415,0.01675707401690823,0.046946408832793274,0.1005015593109988
superconductivity,7,7152,BetterCatBoost,0.05164883562940551,0.08856087106857112,0.046969102980873235,94.33478593826294,0.04159176808769789,0.013575511506858092,0.004399636085359984,0.017975149452037566,0.049579887213611916,0.10122872284301745
superconductivity,7,7152,CheapBetterLGBMClassifier,0.052026488017832696,0.08898654091977014,0.0460439197021839,18.1916344165802,0.04294262121758623,0.013211895534062216,0.004578477534836761,0.01779037492871846,0.0499575396020391,0.1019840276198718
superconductivity,7,7152,XT,0.04755239325398604,-0.13640808875494867,-0.04247139390750001,3.339041233062744,-0.09393669484744867,0.008065050184949445,0.002494714491733088,0.010559766536502018,0.04545551186459414,0.09300790511858018
superconductivity,7,7152,RF,0.050740499237166226,0.060684326918604425,0.043268605070181945,8.176849126815796,0.01741572184842245,0.01254365316875097,0.003998078837014671,0.016541733865585138,0.04883922658502306,0.09957972582218927
superconductivity,7,7152,tabICL,0.053271693244602604,0.09329281860835606,0.050179317719829884,37.14765501022339,0.04311349541697655,0.01473288276883066,0.004600820087200366,0.019333702856031025,0.051202744828809,0.10447443807341159
superconductivity,7,7152,PartitionWise,0.03926068233657103,0.044459666890266,0.014598642435206689,0.6280851364135742,0.029861024455059303,0.003258989727729855,0.0033134157378500147,0.006572407325399357,0.03719173392077744,0.07645241625734847
superconductivity,7,7152,TabPFN,0.050894589567615764,0.08900318156524131,0.047557278046516105,54.090877294540405,0.04144589804717561,0.013936783015624104,0.004401832756084062,0.018338615771708158,0.048825641151822176,0.09972023071943795
superconductivity,7,10632,BetterCatBoost,0.05358336474672759,0.09568477915075388,0.05107010363656548,108.94454264640808,0.04461467551418839,0.01506941961418271,0.004729703569901258,0.019799124938371264,0.05322611320480637,0.10680947795153395
superconductivity,7,10632,CheapBetterLGBMClassifier,0.05433581946121335,0.098598186073342,0.05238151259209021,23.34302806854248,0.04621667348125178,0.015508705755899457,0.004888984607764426,0.020397692117951168,0.05397856791929212,0.10831438738050547
superconductivity,7,10632,XT,0.04849470131420238,-0.13770625373619788,-0.05176952240317586,4.030870676040649,-0.08593673133302206,0.008340285385831096,0.003081437180342236,0.011421724320460624,0.04832560534996252,0.0968203066641649
superconductivity,7,10632,RF,0.05403482135518286,0.06250964558452025,0.04767526061681471,12.038641214370728,0.014834384967705538,0.013962389456789747,0.00451411163202412,0.01847650284310115,0.05389388104612129,0.10792870240130417
superconductivity,7,10632,tabICL,0.05472114062037746,0.10015411704928616,0.05363356224988314,59.97210383415222,0.046520548923887295,0.01585762517621642,0.004884287015570979,0.020741912191787393,0.05436388907845624,0.10908502969883369
superconductivity,7,10632,PartitionWise,0.037461880552477095,0.043077256008297274,0.013059520731027596,0.657325267791748,0.030017735277269662,0.0028788855786041983,0.0032646860474652315,0.006143573380356726,0.037104629010555876,0.07456650956303298
superconductivity,7,10632,TabPFN,0.05310330914194402,0.09667273196130168,0.0521609977481027,101.82472610473633,0.044511728337683264,0.015453070563313548,0.004665356205146029,0.020118426768459582,0.0527460576000228,0.10584936674196681
superconductivity,8,300,BetterCatBoost,0.0416666575272878,0.03043663535474176,-0.0007962777813090016,38.66324996948242,0.03123291313605084,-0.0033088220871158704,0.003279263090770182,-2.9556853062007172e-05,0.03500001470247905,0.07666667222976684
superconductivity,8,300,CheapBetterLGBMClassifier,0.044333324035008746,0.03379723107523549,0.002631934361981836,1.6668438911437988,0.031165296713253715,-0.0018542918975597554,0.003323985491570143,0.0014696957372940633,0.03766668121019999,0.08200000524520874
superconductivity,8,300,XT,0.03833332657814026,-0.09211251738424314,-0.0843355006911826,3.3429365158081055,-0.007777016693060512,-0.008498372513654057,0.002597368227086689,-0.0059010021432836885,0.03133335034052531,0.06966667691866556
superconductivity,8,300,RF,0.04199999173482259,0.025608745181053733,0.005138797567531944,4.20050048828125,0.020469947613521798,-0.000782002143283686,0.0026509237826422343,0.0018689237826422316,0.03833334883054097,0.08033334056536358
superconductivity,8,300,tabICL,0.04766665577888489,0.05365090335549748,0.008286502544508545,4.263125896453857,0.04536439642451044,-0.00021639991862078823,0.004450409855032545,0.004234009936411762,0.04100001295407614,0.08866666873296103
superconductivity,8,300,PartitionWise,0.04566665291786194,0.04792870100320658,0.006898542733616725,0.19428110122680664,0.04103015826958989,0.0008440156486472117,0.0038529063515124083,0.004696924143443322,0.03900001009305318,0.08466666301091512
superconductivity,8,300,TabPFN,0.04566665609677632,0.047694362661570774,0.004807714580919509,3.9704439640045166,0.042886643694172756,-0.0014602187400062916,0.004113187389674247,0.0026529686496679613,0.039000013271967574,0.0846666693687439
superconductivity,8,446,BetterCatBoost,0.05563045112381267,0.058881261128458075,0.043284672510238154,55.876893281936646,0.015596588618219952,0.011502807735774247,0.0020468037875312818,0.013549614693378759,0.03230962602684412,0.0879400771506568
superconductivity,8,446,CheapBetterLGBMClassifier,0.05471659483534567,0.054917139149667005,0.041759446182677754,2.0786759853363037,0.013157692966989255,0.011073597995812747,0.0019212293528330954,0.012994830518719075,0.03139576973837711,0.08611236457372277
superconductivity,8,446,XT,0.047540565834807404,-0.06450046780855,-0.012721592870062127,3.211526870727539,-0.051778874938487894,0.0023170309539384372,0.0004721739696132765,0.0027892080936249342,0.023995021583138036,0.07153558741794544
superconductivity,8,446,RF,0.050898866620700756,0.02436759730008794,0.0378701579724093,3.3472514152526855,-0.013502560672321362,0.009648343702216362,0.0012776594803945497,0.010926006352684134,0.02937579422556655,0.0802746608462673
superconductivity,8,446,tabICL,0.056966281124715044,0.040470485720522795,0.03696679347046842,4.766894817352295,0.003503691794017977,0.009324786568783716,0.00184806117179602,0.011172847740579736,0.033645456027746504,0.09061173715246154
superconductivity,8,446,PartitionWise,0.05676902496561724,-0.045219290126919075,0.020535238337305462,0.15245413780212402,-0.06575452846422454,0.003663273140035464,0.002077849175054061,0.005741125485162752,0.033448199868648686,0.09021722483426593
superconductivity,8,446,TabPFN,0.04979524534739806,0.03480823212938991,0.036574458604636706,3.9500222206115723,-0.001766226931283188,0.009458347796328767,0.0012789060909439126,0.01073725388727267,0.02647442025042949,0.07626966559782754
superconductivity,8,663,BetterCatBoost,0.040405549930260486,0.061850083120794395,0.02206809451002839,55.04538083076477,0.03978198861076603,0.005170253036654883,0.0042993223995216,0.00946957658196212,0.04991799117927265,0.09032354110953314
superconductivity,8,663,CheapBetterLGBMClassifier,0.04131464249290836,0.05784128637858001,0.023223178284816376,2.894394636154175,0.03461810809376365,0.005378449486214849,0.004038618242221778,0.009417068874222279,0.05082708374192052,0.09214172623482889
superconductivity,8,663,XT,0.03587035152710606,0.008742345526598833,0.006145956422616306,3.5838544368743896,0.0025963891039825658,-0.001482896768681262,0.003415290618979798,0.0019323949960841774,0.04764754538738149,0.08351789691448755
superconductivity,8,663,RF,0.037548408548498946,0.04092355968009931,0.01742052789569813,2.9434499740600586,0.023503031784401218,0.002920801112385038,0.00396471405129797,0.006885516309468649,0.04901231912877788,0.08656072767727682
superconductivity,8,663,tabICL,0.03888812071099915,0.05618516477249834,0.016903805550334116,6.249641180038452,0.03928135101736839,0.003585107110711916,0.004311838653445636,0.007896945764157549,0.04840056196001131,0.08728868267101045
superconductivity,8,663,PartitionWise,0.027284105760031558,0.02869854092826297,0.007230955229596048,0.16469216346740723,0.021467585698666868,0.0014470086055742958,0.0034407484443970252,0.0048877581957569635,0.03679654700904371,0.06408065276907526
superconductivity,8,663,TabPFN,0.04116540536790318,0.055542234521416135,0.01579502315827356,4.423847675323486,0.03974720315834674,0.003473779973307674,0.004394023175760366,0.007867803149068047,0.050677846616915344,0.09184325198481853
superconductivity,8,985,BetterCatBoost,0.04446699437756224,0.049022625731705884,0.02087888715904997,55.56526231765747,0.028143738572655924,0.004646672654397185,0.0037473326076863157,0.008394006963047285,0.04497463243261812,0.08944162681018035
superconductivity,8,985,CheapBetterLGBMClassifier,0.046700498416339074,0.05648785281771781,0.027148965877675606,4.244988918304443,0.02933888694004223,0.006641849104677827,0.003692917523119067,0.010334768328760674,0.047208136471394956,0.09390863488773404
superconductivity,8,985,XT,0.04406090702502255,-0.09788279062485593,-0.04294741710799012,3.411715507507324,-0.05493537351686584,-0.006310017483174377,0.003232376720700067,-0.0030776390615105385,0.04426397647954485,0.08832488350456741
superconductivity,8,985,RF,0.04568527120018974,0.012141932777796743,0.019698648481151788,2.7162609100341797,-0.007556715703355016,0.0027248579319363196,0.003656676504697069,0.006381536137597147,0.04791879750750392,0.09360406870769365
superconductivity,8,985,tabICL,0.044670041079448566,0.053563596746586395,0.02194394018629981,6.9731268882751465,0.031619650480654106,0.004967103027714992,0.003854290009246411,0.008821393036961403,0.04517767913450445,0.089847720213953
superconductivity,8,985,PartitionWise,0.037766483471478304,0.011022291622465541,0.006382439802680201,0.17256760597229004,0.004639851819785362,0.0009624050803287376,0.003451008196212263,0.004413414977504772,0.038274121526534186,0.07604060499801249
superconductivity,8,985,TabPFN,0.0417258803614505,0.048266742543488665,0.02213982837791264,5.9774065017700195,0.026126908085943555,0.004936628686595083,0.0036221351678390286,0.008558763854434112,0.04223351841650639,0.0839593987779569
superconductivity,8,1465,BetterCatBoost,0.04088736239553718,0.063869160280886,0.022998033296122333,54.94744634628296,0.04087112698476366,0.005672695707354009,0.00437905391657942,0.010051750914307886,0.048054621732275635,0.08894198412781282
superconductivity,8,1465,CheapBetterLGBMClassifier,0.04184299451092405,0.060361800715806255,0.022035558581179913,6.15372896194458,0.03832624213462631,0.005220978694168307,0.004263501640523415,0.009484481625066177,0.049010253847662506,0.09085324835858653
superconductivity,8,1465,XT,0.035631393165718575,-0.1395045647872497,-0.06099776296390028,2.6044423580169678,-0.07850680182334945,-0.005181756520433847,0.0020042690847898977,-0.0031774861452695037,0.042525614894697694,0.07815700806041627
superconductivity,8,1465,RF,0.03569965110297089,0.026088112193204442,0.014940329973475663,2.8787012100219727,0.011147782219728786,0.0023578776716657313,0.003334543172929208,0.005692422134969391,0.042662132233889836,0.07836178333686074
superconductivity,8,1465,tabICL,0.03993173060563644,0.06061048592574765,0.018605395991483843,9.16346549987793,0.04200508228293862,0.004388412538242015,0.004367691018069467,0.00875610355631148,0.047098989942374894,0.08703072054801134
superconductivity,8,1465,PartitionWise,0.03017063482629561,0.039306465365123985,0.007772211934038676,0.1811835765838623,0.031534253431085325,0.0015968126044145852,0.003324320792033686,0.004921134686822723,0.03733789416303407,0.06750852898932967
superconductivity,8,1465,TabPFN,0.03836176582570776,0.062294278999052044,0.021956540946910595,8.958687782287598,0.04033773040081627,0.005587105440935783,0.004321204424263997,0.009908309865199782,0.04552902516244621,0.08389079098815397
superconductivity,8,2177,BetterCatBoost,0.05425476141321902,0.06740031374055008,0.03738143278807952,66.66212368011475,0.03001888095247055,0.01002107931357781,0.0034043667675184687,0.013425448615639157,0.041242025579868655,0.09549678699308768
superconductivity,8,2177,CheapBetterLGBMClassifier,0.05531139019030151,0.06559378603563236,0.03674206023104163,8.32842469215393,0.028851725804590722,0.009548221004640655,0.0034216205864388725,0.01296984412562241,0.042298654356951154,0.09761004454725267
superconductivity,8,2177,XT,0.050810496280882966,-0.10071092504913395,-0.023597991548283993,2.268444061279297,-0.07711293350084991,0.00261931639372448,0.0021566376706716518,0.004775956598938999,0.03788992528659966,0.08870042156748262
superconductivity,8,2177,RF,0.052552243008287244,0.033698204464632876,0.03156467486011986,3.5856542587280273,0.0021335296045129903,0.007090679347148021,0.002929273237099006,0.0100199551187899,0.0409650053363755,0.09351724834466275
superconductivity,8,2177,tabICL,0.05351702144047159,0.06792019061494269,0.03896840323940047,11.984470129013062,0.028951784486762673,0.010337569752743827,0.0033711074916468547,0.013708677244390682,0.04050428560712123,0.09402130704759282
superconductivity,8,2177,PartitionWise,0.04846850898400849,0.03849904152321194,0.018131353616544853,0.27078819274902344,0.020367687906667088,0.003867246290516274,0.0029269622704484882,0.0067942110955076405,0.035455773150658135,0.08392428213466664
superconductivity,8,2177,TabPFN,0.05048454296823972,0.06135594973368034,0.035091137720779896,12.157228231430054,0.02626480912412088,0.009129099640868573,0.0031307256403921902,0.012259825281260767,0.037471807134889366,0.08795635010312909
superconductivity,8,3237,BetterCatBoost,0.05099775775905093,0.07888984830906882,0.04133275006195105,77.61701917648315,0.037557098247117775,0.011816664651010913,0.00408249995497163,0.01589916655317765,0.04751160609000381,0.09850936384905473
superconductivity,8,3237,CheapBetterLGBMClassifier,0.05025840134925883,0.07748520033311204,0.04240784911314095,12.344693422317505,0.03507735121997109,0.012051758806975076,0.00398441081620769,0.016036171570377865,0.04677224968021171,0.09703065102947055
superconductivity,8,3237,XT,0.0501369982866284,-0.06788044129308465,-0.025938937270010433,2.4367012977600098,-0.04194150402307427,0.004433615878249517,0.0032350398289663017,0.007668657654410915,0.046496430186009116,0.09663342847263752
superconductivity,8,3237,RF,0.05112465122283479,0.058017150558599205,0.03794962216934637,4.4212563037872314,0.020067528389252874,0.009987912344358293,0.003762616164588781,0.01375053045614218,0.04745321891732605,0.09857787014016085
superconductivity,8,3237,tabICL,0.050443252506372924,0.07819839735949934,0.04036731903881054,16.863056421279907,0.037831073183603875,0.011114441367611336,0.00410280107688569,0.015217242444497023,0.04695710083732581,0.09740035334369875
superconductivity,8,3237,PartitionWise,0.03932140323522152,0.04046353041336492,0.014725908322433723,0.557969331741333,0.025737622090931202,0.0033270962967994282,0.003080736144910279,0.006407834388904815,0.0358352515661744,0.07515665480139593
superconductivity,8,3237,TabPFN,0.05112355389384078,0.08181927300562275,0.0449728775498194,18.370914697647095,0.03684639031871844,0.013045795830411027,0.004061998161389696,0.017107793991800724,0.04763740222479366,0.09876095611863443
superconductivity,8,4812,BetterCatBoost,0.04985499995755036,0.07721286626193655,0.03808504759362833,70.36697483062744,0.03912781866830824,0.010201162419096544,0.00419424067757238,0.014395404954511281,0.04781811989334549,0.09767311985089586
superconductivity,8,4812,CheapBetterLGBMClassifier,0.05162163460903959,0.07913677053516917,0.04041869934153034,14.903348922729492,0.038718071193638834,0.010952891027394173,0.004246790758491747,0.01519968364372827,0.04958475454483473,0.1012063891538743
superconductivity,8,4812,XT,0.044203140441681485,-0.12520311678469126,-0.03593008590351212,2.811448812484741,-0.08927303088117909,0.0011207034776017284,0.0023906104759825464,0.003511315811426627,0.04233247254030862,0.0865356129819901
superconductivity,8,4812,RF,0.049149091615709475,0.03327297968869525,0.03154547118150898,5.836437463760376,0.0017275085071862706,0.008541423497156277,0.0035793534784249736,0.012120778833423612,0.04713289358367663,0.0962819851993861
superconductivity,8,4812,tabICL,0.05238991560458944,0.08040714244292983,0.04059728005562666,23.999229669570923,0.03980985690818536,0.011101678443053856,0.004389516820092776,0.015491195263146629,0.050353035540384575,0.10274295114497403
superconductivity,8,4812,PartitionWise,0.03979636122118461,0.04796606758999859,0.016160655894139186,0.5854156017303467,0.03180541169585945,0.003703179241152593,0.0033465916752608766,0.007049772774255827,0.03775948115697973,0.07755584237816435
superconductivity,8,4812,TabPFN,0.05118489428452851,0.07857172449092922,0.040570299146637755,30.1282958984375,0.03800141986517365,0.011082245548548794,0.004200749682996663,0.015282995231545454,0.04914801422032363,0.10033290850485213
superconductivity,8,7152,BetterCatBoost,0.051174444577409106,0.08459080855270874,0.046552861188641714,88.14270520210266,0.03803794736406703,0.013370497002153443,0.004046321236903597,0.0174168201764583,0.04784714584666143,0.09902159042407052
superconductivity,8,7152,CheapBetterLGBMClassifier,0.052837871960840076,0.08510148841579672,0.04620389789873806,17.138622522354126,0.03889759051705869,0.013244673931135912,0.004206433375103682,0.01745110924364085,0.049510573230092406,0.10234844519093249
superconductivity,8,7152,XT,0.04853171684773979,-0.13721941083247538,-0.05358905243469059,3.3786582946777344,-0.0836303583977848,0.003975012649893283,0.002826842590266629,0.006801857177561166,0.04563783791663928,0.09416955476437908
superconductivity,8,7152,RF,0.05345344375465451,0.046465715454392376,0.04094408815708507,8.580625295639038,0.005521627297307319,0.01102728134789937,0.0038894095693363857,0.014916692854637,0.05022399821049833,0.10367744196515283
superconductivity,8,7152,tabICL,0.05499148422846141,0.08771547702471978,0.04791771015364928,37.17326235771179,0.03979776169649575,0.01371255451550737,0.004291911077567346,0.01800446559307471,0.05166418549771375,0.10665566972617517
superconductivity,8,7152,PartitionWise,0.03951246974279869,0.04192099268777579,0.01377282973472178,0.6104962825775146,0.028148162953054046,0.0029888139334320273,0.0031780128337616565,0.0061668287045949345,0.03618517101205101,0.0756976407548497
superconductivity,8,7152,TabPFN,0.05322975553988811,0.08679883466138891,0.048269308291883715,54.48318934440613,0.03852952119493047,0.01391537605714932,0.0041213634567809744,0.01803673951393029,0.04990245680914043,0.10313221234902854
superconductivity,8,10632,BetterCatBoost,0.05464674300507888,0.09420885276832613,0.05304485674653231,110.47704601287842,0.041163996021793825,0.015807119534182262,0.004394154219682769,0.02020127573431523,0.05062120471759672,0.1052679477226756
superconductivity,8,10632,CheapBetterLGBMClassifier,0.05516396983521754,0.09377082082399942,0.052427994176035685,22.16865110397339,0.04134282664796377,0.015466311859767082,0.004466159658359062,0.019932473498576343,0.0511384315477354,0.10630240138295292
superconductivity,8,10632,XT,0.0495301272773246,-0.14289530925131663,-0.052080450043502556,4.125651597976685,-0.09081485920781408,0.007537262403261908,0.0026691834130705416,0.010206447796782642,0.04550459781305534,0.09503472509037995
superconductivity,8,10632,RF,0.05352722289384597,0.05538453346367796,0.04852686374770835,12.468254089355469,0.006857669715969605,0.014093782271816948,0.0038806622590321057,0.017974446511299254,0.04953934930393824,0.10306657219778421
superconductivity,8,10632,tabICL,0.05531412994568704,0.09748290208827007,0.05498538906787494,59.95997953414917,0.042497508010607234,0.016506014807359037,0.004500813527009454,0.02100682833436849,0.051288591658204895,0.10660272160389195
superconductivity,8,10632,PartitionWise,0.0405852493882365,0.044973250710372205,0.015405463825684917,0.657031774520874,0.02956778688468733,0.003449808143116789,0.003214811189497699,0.006664621313064686,0.03655971110075436,0.07714496048899085
superconductivity,8,10632,TabPFN,0.05537077368509895,0.09652435862490694,0.05524254731503331,101.38020706176758,0.041281806300085745,0.01662500301184753,0.004403764093746293,0.021028767105593822,0.051345235397616804,0.10671600908271577
superconductivity,9,300,BetterCatBoost,0.08066665728886921,0.0934254621732092,0.053092939378992385,52.009531021118164,0.04033252279421683,0.011020532612684935,0.0045148002955409825,0.015535336490092519,0.05066668113072713,0.13133333841959635
superconductivity,9,300,CheapBetterLGBMClassifier,0.08499999006589254,0.11078946717239421,0.06117943864381283,1.84151029586792,0.04961002852858136,0.013952331270753238,0.00516422177012098,0.019116556622740834,0.055000013907750445,0.14000000397364298
superconductivity,9,300,XT,0.08466665824254353,0.07897288974722404,0.06220457036542595,3.3756580352783203,0.016768319381798052,0.01757414456628153,0.004932403825540785,0.022506551973688935,0.05466668208440145,0.13933334032694497
superconductivity,9,300,RF,0.08866665681203208,0.11817195717586984,0.06794117870826921,4.197594404220581,0.05023077846760056,0.016856403825540798,0.005287589010725976,0.02214399641813338,0.058333347241083786,0.14700000405311583
superconductivity,9,300,tabICL,0.08533332586288453,0.11302529985656114,0.06993388777245677,4.320129871368408,0.04309141320436966,0.020431564422324293,0.004668105219364551,0.02509966964168885,0.05533334970474243,0.14066667556762696
superconductivity,9,300,PartitionWise,0.0676666525999705,0.035451002212246265,0.03098121739473846,0.19004249572753906,0.004469784817507755,0.006809505854671982,0.0034333297514667098,0.010242839188005313,0.03766667644182841,0.1053333290417989
superconductivity,9,300,TabPFN,0.07833332419395446,0.10765714099010866,0.058869492488797456,3.784482717514038,0.04878764962157649,0.015255606733262535,0.004913116303812956,0.020168723037075495,0.04833334803581238,0.12666667222976685
superconductivity,9,446,BetterCatBoost,0.04510360983873575,0.04373496519558147,0.01387473168083625,62.81265664100647,0.02986023351474526,0.002493211203978665,0.003414971864565244,0.005908185136396291,0.0396604376755999,0.08476404751433564
superconductivity,9,446,CheapBetterLGBMClassifier,0.044197243652986676,0.040165787895703006,0.020244165921934575,2.4095706939697266,0.019921621973768466,0.004888369676678092,0.002682880627946585,0.007571252372477047,0.038754071489850835,0.0829513151428375
superconductivity,9,446,XT,0.036796496033519685,-0.034291313023737224,-0.007409329960437416,3.2160701751708984,-0.02688198306329982,-0.004360239271347999,0.0007948360511655205,-0.0035654011523301053,0.031131101595179716,0.06792759762869942
superconductivity,9,446,RF,0.03457926649874664,0.027899763139305277,0.01492855525753981,3.3381731510162354,0.012971207881765468,0.0033191453867183083,0.0015321080722502766,0.004851255526820955,0.03048440872804354,0.06506367522679017
superconductivity,9,446,tabICL,0.040159790042634314,0.03976965932113923,0.016481734701332584,4.942511558532715,0.02328791994458505,0.0038076389396328294,0.002703397155068052,0.006511036094700881,0.034716617879498465,0.07487640792213278
superconductivity,9,446,PartitionWise,0.03950810181514154,-0.03756989258693728,0.011162011391540605,0.1506948471069336,-0.048731903978477806,0.0021812263461856995,0.0019271811910911373,0.004108409605129215,0.03406492965200569,0.07357303146714723
superconductivity,9,446,TabPFN,0.03456428469194753,0.04404408853646157,0.023875508420721912,3.731030225753784,0.020168575440518054,0.0066802572011575604,0.0026460224402852033,0.00932627964144276,0.029121112528811683,0.06368539722075921
superconductivity,9,663,BetterCatBoost,0.05128843868123721,0.07477389662859384,0.04210203786552027,60.32225179672241,0.03267185876307356,0.011521344954308482,0.0036085863638609327,0.015129933765436454,0.039691287768025635,0.09097972644926286
superconductivity,9,663,CheapBetterLGBMClassifier,0.0564148920398281,0.06938535338378472,0.039503436235841974,2.9347035884857178,0.02988191714794275,0.010559094381980497,0.003571814861942954,0.014130911691190495,0.04481774112661653,0.10123263316644464
superconductivity,9,663,XT,0.045095687270789185,-0.025424012513975247,-0.021244176736056063,3.558151960372925,-0.004179835777919217,0.0010932444149783672,0.0026550300272976056,0.0037482768895430174,0.033195505982299256,0.07829119325308845
superconductivity,9,663,RF,0.05503758589426676,0.05166584913482268,0.034837530516144764,2.885809898376465,0.016828318618677875,0.008274847084003556,0.0035788962508815415,0.011853745782152123,0.04313740460577682,0.0981749905000436
superconductivity,9,663,tabICL,0.05564364448553013,0.07315278853758153,0.03770720435975875,5.766595363616943,0.03544558095496046,0.010150806969146275,0.003945728713062066,0.014096535682208344,0.044046493572318546,0.09969013805784867
superconductivity,9,663,PartitionWise,0.05277624624170402,0.02666655730779228,0.02271492517338374,0.16487884521484375,0.003951632134408523,0.005097371736877174,0.0035002595770009916,0.008597633761145206,0.04117909532849244,0.09395534157019646
superconductivity,9,663,TabPFN,0.05036339895495469,0.07150540552523862,0.03861306299297562,4.4815967082977295,0.032892339309400685,0.010944187180458479,0.003531234389272886,0.014475421569731367,0.038766248041743105,0.0891296469966978
superconductivity,9,985,BetterCatBoost,0.058578669722310184,0.07518076787027642,0.04096169959850669,57.50134801864624,0.034219068271769806,0.010803922310723694,0.003764929957854618,0.014568854845836246,0.04487310980782291,0.10345177953013307
superconductivity,9,985,CheapBetterLGBMClassifier,0.05543146206037647,0.0726388613474113,0.04220006341182205,4.192432165145874,0.030438797935589325,0.010975168669571312,0.0034530936660026905,0.014428264912831945,0.041725902145889206,0.09715736420626567
superconductivity,9,985,XT,0.049340094164543345,-0.1323632974488527,-0.03716143025824677,3.3984856605529785,-0.09520186719060593,-1.645241118661822e-05,0.0017198836795572492,0.0017034338456285603,0.03522844278267798,0.08456853694722131
superconductivity,9,985,RF,0.05583755449595186,0.045480700036259605,0.034217311993642675,2.8495163917541504,0.01126338804261695,0.0077300790015171535,0.0030170169185682106,0.010747098497343312,0.041725903114086485,0.09756345761003835
superconductivity,9,985,tabICL,0.0552284160846381,0.07195003233305017,0.0369973396945351,7.1013405323028564,0.034952689913244316,0.009529836530688451,0.0037401142663687215,0.013269950797057173,0.041522856170150835,0.09675127225478894
superconductivity,9,985,PartitionWise,0.04548221989936634,-0.0038216361457886648,0.014374951612824738,0.18289947509765625,-0.01819658775861338,0.00283081048742011,0.0023703743625327124,0.005201187427210754,0.03177665998487909,0.07725887988424543
superconductivity,9,985,TabPFN,0.054822325101358635,0.07135216108700455,0.03906164231871474,5.83614706993103,0.032290516043019045,0.010070695402809809,0.0036778731199087144,0.013748568522718527,0.041116765186871365,0.09593909028823
superconductivity,9,1465,BetterCatBoost,0.04443685031995025,0.06297248079176715,0.03021183642158905,59.57004761695862,0.0327606443701781,0.007910933712726628,0.0037710506400695605,0.011681986232351364,0.042047795663514645,0.08648464598346488
superconductivity,9,1465,CheapBetterLGBMClassifier,0.04580203900971917,0.06656549291853024,0.032908067514561226,6.0345680713653564,0.03365742540396905,0.009177230738779896,0.003841050753659084,0.013018283371994155,0.04341298435328357,0.08921502336300273
superconductivity,9,1465,XT,0.043617740914276434,-0.07446142149283028,-0.027418243986549802,2.5176258087158203,-0.047043177506280516,0.0005960939301199841,0.0024970333035232357,0.0030931291131984034,0.04150172370285711,0.08511946461713354
superconductivity,9,1465,RF,0.046689411723166194,0.03179620717172516,0.027009354342419595,3.0227091312408447,0.004786852829305621,0.006696178645839437,0.0034475263876428174,0.010143706913037426,0.044027319458971245,0.09071673118213744
superconductivity,9,1465,tabICL,0.04505118510015182,0.060947232513690976,0.03320427975348132,9.07586407661438,0.027742947364206204,0.009159549908019576,0.003705886261028575,0.012865436169048153,0.04266213044371621,0.08771331554386803
superconductivity,9,1465,PartitionWise,0.03815698306308265,0.011609190151741038,0.013028288622504275,0.17898988723754883,-0.0014190984707632525,0.00277737174737335,0.0028162625746522606,0.00559363620158079,0.03576792840664704,0.07392491146972968
superconductivity,9,1465,TabPFN,0.04457336977480215,0.05276360979361695,0.0261263943928368,8.259475231170654,0.026637210004776736,0.006319100674203637,0.0035182722205534685,0.00983737289475711,0.04218431511836654,0.08675768489316868
superconductivity,9,2177,BetterCatBoost,0.06834724266205008,0.09875476707151742,0.058156172159991096,68.68071937561035,0.04059859491152634,0.016569692672905263,0.004374428253878429,0.020944123885158174,0.0484600999954191,0.11680734265746917
superconductivity,9,2177,CheapBetterLGBMClassifier,0.06889801852174868,0.09932400429143895,0.060224437632187856,9.116091012954712,0.039099566659251093,0.017242697467796102,0.004280717437740084,0.021523417863910675,0.04901087585511771,0.1179088943768664
superconductivity,9,2177,XT,0.0638482478718887,-0.06599647114828525,-0.013540945437431206,2.209096670150757,-0.05245552571085403,0.009384005303786686,0.0029295897218655498,0.012313597984026722,0.043685559426180666,0.10753380729806934
superconductivity,9,2177,RF,0.06623641466146579,0.08615725412923297,0.061910825642757315,3.562356472015381,0.024246428486475624,0.01742008970810667,0.003901117334169893,0.02132121000065106,0.04602785464518812,0.11226426930665392
superconductivity,9,2177,tabICL,0.06660233106465327,0.09946967960892562,0.056317559852950186,12.185766458511353,0.04315211848957862,0.015809341556280943,0.004464254290824465,0.020273595847105412,0.0467151883980223,0.11331751946267557
superconductivity,9,2177,PartitionWise,0.05773751692330424,0.04226362335354814,0.02719039514279049,0.2673776149749756,0.015073228210757673,0.006279974815889991,0.0032221745038026025,0.009502152278067092,0.03785037425667327,0.09558789117997751
superconductivity,9,2177,TabPFN,0.0667397347634746,0.0963944706289412,0.05404623993408693,11.908080339431763,0.042348229428457465,0.015009402438174632,0.004440569671552772,0.019449972109727407,0.046852592096843636,0.11359232686031824
superconductivity,9,3237,BetterCatBoost,0.06150513235959053,0.08588448488510202,0.046819411905100014,79.0994348526001,0.03906507298000202,0.012392874232799517,0.004210266121923631,0.016603142892372174,0.04844201578127557,0.1099471481408661
superconductivity,9,3237,CheapBetterLGBMClassifier,0.0618747879280114,0.0866258203346075,0.046182616634429255,13.086420059204102,0.04044320370017823,0.012232064333741858,0.0043334056853309485,0.01656547255672184,0.04881167134969644,0.11068645927770784
superconductivity,9,3237,XT,0.053254664020389385,-0.10445928244562368,-0.05315066228222781,2.4523870944976807,-0.051308620163395914,0.0014081391587563857,0.002499007789002636,0.003907149485408043,0.04028390146534469,0.09353856548573407
superconductivity,9,3237,RF,0.06036048795753729,0.06823881078808591,0.03553692376724281,4.474924325942993,0.03270188702084307,0.008966074237209623,0.004146884824386557,0.013112961599245212,0.04810050826165091,0.10846099621918819
superconductivity,9,3237,tabICL,0.06057820546955054,0.08586036810210329,0.044745013168253654,16.860665559768677,0.04111535205696008,0.011641452365342881,0.004310354472371247,0.015951806837714126,0.04751508889123557,0.1080932943607861
superconductivity,9,3237,PartitionWise,0.046611030471935225,0.045203068998846394,0.019146438275200007,0.5616827011108398,0.026056630723646345,0.004356233733619622,0.002906285522556043,0.007262521793824697,0.033547913893620246,0.08015894436555546
superconductivity,9,3237,TabPFN,0.060455369311633554,0.08315628936293715,0.04392447373246555,18.381164073944092,0.03923181275358206,0.011461159237355254,0.004139731641523753,0.015600890878879007,0.047392252733318596,0.10784762204495216
superconductivity,9,4812,BetterCatBoost,0.057626840437214166,0.08713205973149751,0.04766733675077287,85.3875458240509,0.03946472298072469,0.013056911120925283,0.004120741586529669,0.017177655090640218,0.04706907428202974,0.10469591471924392
superconductivity,9,4812,CheapBetterLGBMClassifier,0.05814587914566381,0.08712828407624099,0.047937398059568856,16.4794864654541,0.03919088601667218,0.013247286816749226,0.004192282922517285,0.01743957212245178,0.047588112990479395,0.1057339921361432
superconductivity,9,4812,XT,0.05413479002249931,-0.0947293269980519,-0.027050496771909238,2.9606738090515137,-0.06767883022614261,0.005567851380636843,0.002546098230304211,0.00811395199412632,0.04349388535313968,0.09762867537563899
superconductivity,9,4812,RF,0.05827193785235359,0.05588792873984635,0.04403166008048818,6.195142507553101,0.011856268659358215,0.011786943976918466,0.0037659641445936115,0.015552910504697339,0.04752716940950735,0.10579910726186095
superconductivity,9,4812,tabICL,0.05812483059920979,0.08763155501603839,0.047836322788719986,24.4145770072937,0.039795228759157905,0.013103776054866585,0.004178888725172516,0.017282664780039095,0.04756706444402535,0.10569189504323513
superconductivity,9,4812,PartitionWise,0.045573870693255566,0.04737881763629429,0.019793370305454396,0.5811867713928223,0.02758544733083995,0.004567635495063874,0.0029854908789054392,0.007553128757154573,0.03501610453807114,0.08058997523132672
superconductivity,9,4812,TabPFN,0.05918460422681365,0.08524673772530865,0.046565972517799,30.36394953727722,0.038680761739349145,0.012609250140524705,0.004100178210585029,0.016709428351109726,0.04862683807162922,0.10781144229844289
superconductivity,9,7152,BetterCatBoost,0.06066916937649407,0.09774079349327731,0.05896963920183958,106.63906669616699,0.03877115429143772,0.017492193700108002,0.004170052681525857,0.021662248870766537,0.048392971885526874,0.10906214126202096
superconductivity,9,7152,CheapBetterLGBMClassifier,0.06092024367691455,0.09841788424717217,0.058728791284227234,18.494593381881714,0.03968909296294496,0.017342226590981096,0.004290560450335629,0.021632789530449392,0.04864404618594735,0.1095642898628619
superconductivity,9,7152,XT,0.05977362782319268,-0.0775438175214396,-0.018020112312943294,3.7672312259674072,-0.05952370520849628,0.011032156079929512,0.003084539469198161,0.014116698038260345,0.047497440072477234,0.10727106789566991
superconductivity,9,7152,RF,0.06264052490729162,0.06714378191294326,0.054206494105233906,8.686915159225464,0.012937287807709353,0.01655639280265756,0.004027749844318187,0.02058414513610841,0.05046218060291594,0.11310270551020755
superconductivity,9,7152,tabICL,0.06182948173992431,0.09998973601967856,0.05834542579323425,37.237897634506226,0.0416443071638393,0.01712617949677988,0.004428645169052348,0.02155482466583223,0.04955328424895711,0.11138276598888142
superconductivity,9,7152,PartitionWise,0.0474560759948505,0.0461414973210462,0.02012673902502765,0.6297423839569092,0.02601475829601859,0.0046369258161824385,0.003032718028669665,0.00766964633398477,0.0351798785038833,0.08263595449873379
superconductivity,9,7152,TabPFN,0.06201170104913349,0.09796468641532219,0.05846089962369309,53.97708201408386,0.03950378372902409,0.01712334833842482,0.004299696189458246,0.02142304452788306,0.0497355035581663,0.11174720460729978
superconductivity,9,10632,BetterCatBoost,0.06392101549371784,0.11029625628971236,0.06720693100685254,123.99592900276184,0.043089325282859824,0.020388070551341914,0.004547983723565985,0.02493605675989175,0.05171211063541152,0.11563312612912935
superconductivity,9,10632,CheapBetterLGBMClassifier,0.06437241781740792,0.10976625144610241,0.06655804205797491,24.44555115699768,0.043208209388127514,0.020062103505261213,0.0046082178995361656,0.02467032388978123,0.05216351295910161,0.11653593077650955
superconductivity,9,10632,XT,0.06087406282833273,-0.10552612577310314,-0.03714668646790609,4.081113338470459,-0.06837943930519703,0.013057945291257134,0.0031991136264589827,0.016257061402699953,0.048806210505584445,0.1096802733339172
superconductivity,9,10632,RF,0.06562346224530718,0.07697384774576269,0.06375441512944174,12.624807357788086,0.013219432616320925,0.01951580735618922,0.004352084312297741,0.0238678941534708,0.05348038660781361,0.1191038488531208
superconductivity,9,10632,tabICL,0.0651250053734897,0.11230456383823892,0.06877089247072986,60.00956869125366,0.043533668289022734,0.021018194313267635,0.004640205253634349,0.025658399566901986,0.052916100515183376,0.11804110588867307
superconductivity,9,10632,PartitionWise,0.047441694760371064,0.047051530925750554,0.020461572769259372,0.6592562198638916,0.0265899581564912,0.0046980112782630925,0.0030422986384504498,0.0077403124016973916,0.03523278990206476,0.08267448466243582
superconductivity,9,10632,TabPFN,0.06430693456324862,0.10961449611949414,0.06701352732209724,101.76160740852356,0.042600965718910574,0.02023735430042379,0.004525581440632187,0.024762935741055973,0.05209802970494233,0.11640496426819096
Ailerons,0,300,BetterCatBoost,0.046333322127660115,0.036059219218323856,0.03448008562610343,7.6075990200042725,0.0015791335922204607,0.009770031101648874,0.00026066434995723476,0.010030699444496435,0.009666679302851358,0.05600000143051148
Ailerons,0,300,CheapBetterLGBMClassifier,0.03799998760223389,0.027905530090690533,0.027519457749029152,1.3576178550720215,0.00038607234166138094,0.007477642879055391,-1.164228943687784e-05,0.007466004582508831,0.0013333447774251314,0.03933333237965902
Ailerons,0,300,XT,0.04566665609677632,-0.02977730627301315,0.03246967803761521,3.340435743331909,-0.062246984310628396,0.008949255266368954,-0.001953411400297736,0.006995847858961529,0.008666679859161376,0.0543333359559377
Ailerons,0,300,RF,0.042999987999598185,0.024637721821388247,0.022535896407590673,4.350339412689209,0.0021018254137975313,0.005401514525628199,0.00022629230340597827,0.005627810821924503,0.005666678349177041,0.04866666634877522
Ailerons,0,300,tabICL,0.04933332284291585,0.031938966219859664,0.03723435301233069,3.5243422985076904,-0.005295384098850342,0.011150567336007952,-0.0001644090083937094,0.010986158327614242,0.012666680018107095,0.06200000286102295
Ailerons,0,300,PartitionWise,0.011333316167195639,-0.09309833500538754,-0.006838363503288735,0.1481623649597168,-0.08625997150209881,-0.0020951132508927354,-0.002573790464897888,-0.004668899722900288,-0.02533332665761312,-0.014000010490417481
Ailerons,0,300,TabPFN,0.044999989271163936,0.035923682605462616,0.034793350260940534,3.5769855976104736,0.001130335038142749,0.010303770918399093,0.00024070213000716988,0.010544473048406264,0.008333346446355186,0.05333333571751912
Ailerons,0,425,BetterCatBoost,0.027999992090113023,0.027880158153531336,0.011177937061202214,8.081921339035034,0.016702221092329127,0.0024623953113344977,0.0023789892817087585,0.004841385962635279,0.0338823688731474,0.06188236096326043
Ailerons,0,425,CheapBetterLGBMClassifier,0.030588228001314055,0.025638914413388718,0.010654046699274384,1.6810691356658936,0.014984867714114308,0.0023594051266292784,0.0022842758097676177,0.004643682305988915,0.03647060478434843,0.06705883278566248
Ailerons,0,425,XT,0.0312941105225507,0.034787598000684726,0.011459186574527703,3.276672124862671,0.023328411426157047,0.0017979332709308613,0.0027635541859635376,0.004561488826486418,0.04070589878979851,0.0720000093123492
Ailerons,0,425,RF,0.030352932705598717,0.04252919802327167,0.0158723186027901,4.302576780319214,0.026656879420481595,0.0041015934016498095,0.0030078417676628762,0.007109436538904704,0.03623530892764821,0.06658824163324693
Ailerons,0,425,tabICL,0.02611763982211842,0.02430894191162377,0.007635451710336355,3.402817487716675,0.01667348285319876,0.0014567874525399775,0.0023927641143387385,0.003849551566878713,0.0320000166051528,0.05811765642727122
Ailerons,0,425,PartitionWise,-0.008470599791582894,-0.049438745281399424,-0.012198958125114961,0.1456127166748047,-0.03723978715628449,-0.0031607501319532395,0.0005419550694855211,-0.00261879369287569,-0.0025882230085485123,-0.011058822800131407
Ailerons,0,425,TabPFN,0.02094116912168615,0.028473947431719493,0.007774469095931352,3.2216198444366455,0.02069947098769951,0.0016322256164515727,0.0024637450391834558,0.0040959706556350246,0.026823545904720532,0.04776471502640668
Ailerons,0,602,BetterCatBoost,0.03936500454901336,0.04335208063636002,0.03330422962692041,8.952600717544556,0.010047851009439645,0.009897514690958523,0.0013740385040314329,0.011271555931030958,0.023084036655334074,0.062449041204347425
Ailerons,0,602,CheapBetterLGBMClassifier,0.032878778299352686,0.025657023870976448,0.020226629998973567,1.7116303443908691,0.005430393872002915,0.004558225708335167,0.0009040357296660001,0.005462264174042178,0.016597810405673406,0.04947658870502609
Ailerons,0,602,XT,0.03502616133407456,0.0078101169550656825,0.014251803168406907,3.2313263416290283,-0.006441686213341203,0.004642400539135003,0.0001926105177086135,0.004835013792884618,0.019581281396639904,0.05460744273071446
Ailerons,0,602,RF,0.04018731800321048,0.03867912885756999,0.03319766770927328,4.127668619155884,0.0054814611482967065,0.00957230871177045,0.0008061985189329824,0.010378509966744434,0.0230785262207026,0.06326584422391308
Ailerons,0,602,tabICL,0.04300274646643437,0.04255836314615741,0.030982282331964893,3.818289279937744,0.011576078696726532,0.008268736661552931,0.001614868418046486,0.009883605079599423,0.026721778572755085,0.06972452503918944
Ailerons,0,602,PartitionWise,0.011973814627684182,-0.024953672454500142,-0.004659720066049611,0.14626860618591309,-0.02029395238845052,-0.0012712337586974042,-0.00046278793235158264,-0.0017340189550079821,-0.004307153265995099,0.007666661361689081
Ailerons,0,602,TabPFN,0.046654261299729674,0.04432953782704546,0.029911914685476614,3.022416114807129,0.014417621024102868,0.007330112183535825,0.001787971600800875,0.0091180837843367,0.030373293406050394,0.07702755470578007
Ailerons,0,852,BetterCatBoost,0.04551151209940483,0.027385634905770874,0.018712157067464395,8.971830368041992,0.008673477838306487,0.004033519207909781,0.0012527846534028386,0.005286306881786209,0.024617143096405492,0.07012865519581031
Ailerons,0,852,CheapBetterLGBMClassifier,0.03931336987990467,0.02448709193609717,0.016954956194078698,1.8818581104278564,0.007532135742018486,0.00367246266589272,0.000999734745956618,0.004672200432322912,0.018419000876905338,0.05773237075681
Ailerons,0,852,XT,0.02862675246316459,-0.007363164650124576,0.0028462579191766866,3.5605721473693848,-0.010209422569301296,-0.0008658663389003618,9.277413727390437e-06,-0.0008565859046993946,0.007027876928248765,0.03565462939141335
Ailerons,0,852,RF,0.040471953171243524,0.01457911675836041,0.012049004888247939,4.667046308517456,0.0025301118701124615,0.0017541049946623005,0.0003654844236268717,0.002119592438762746,0.01828621819128398,0.0587581713625275
Ailerons,0,852,tabICL,0.04237081926632551,0.029389732184193718,0.021050648020526763,4.230371952056885,0.008339083134978909,0.005198818485181752,0.001158729556873686,0.006357548042055444,0.02147645026332618,0.06384726952965168
Ailerons,0,852,PartitionWise,0.02136427522976865,-0.0013273644352109315,-0.0005712480859504487,0.15251493453979492,-0.0007561163492604383,-0.00040824539499699773,-0.0001472224130822486,-0.0005554647876056639,0.0004699062267693204,0.021834181456537972
Ailerons,0,852,TabPFN,0.037078765743493135,0.02641504302566634,0.016832242269797647,3.164128065109253,0.009582799727180614,0.003896519091155848,0.0012802884106248996,0.005176807501780753,0.016184396740493802,0.05326316248398694
Ailerons,0,1207,BetterCatBoost,0.04703027064742785,0.05019571823213627,0.03714720321591101,10.097759246826172,0.013048515016225292,0.010548638455424624,0.0018723884798167556,0.012421029651894741,0.031063763849047087,0.07809403449647496
Ailerons,0,1207,CheapBetterLGBMClassifier,0.04752510936861727,0.04864272357435699,0.037421113711903806,2.0751399993896484,0.011221609862453153,0.010254607259496012,0.0016667165353765113,0.01192132651152587,0.03155860257023651,0.07908371193885379
Ailerons,0,1207,XT,0.040411498407527606,0.01626400181163846,0.015720506534036817,3.3141002655029297,0.0005434952776016466,0.00298255568516948,0.001026646803824896,0.004009205205647742,0.02502213205428964,0.06543363046181724
Ailerons,0,1207,RF,0.04405403435547073,0.03649063470620104,0.02609735425076202,3.7249057292938232,0.01039328045543908,0.007298214498881861,0.0016424079993333646,0.008940625214868585,0.028418791601104436,0.07247282595657516
Ailerons,0,1207,tabICL,0.049349121522774264,0.044369108504710666,0.031573389867476556,4.9266345500946045,0.01279571644555425,0.008398432020191355,0.0021188779376769885,0.010517309957868343,0.0333826147243935,0.08273173624716776
Ailerons,0,1207,PartitionWise,0.010764359890697203,-0.0030863369440430888,-0.0010053412603141742,0.17305731773376465,-0.0020809956837288812,-0.00031729391765192294,-0.0003290494283588269,-0.000646340629357392,-0.005202146907683562,0.005562212983013642
Ailerons,0,1207,TabPFN,0.050598050577029555,0.05105297290532949,0.035697497727477955,3.855696439743042,0.01535547298617167,0.009482272558525792,0.0022971238215229286,0.011779396380048721,0.034631543778648785,0.08522959435567833
Ailerons,0,1709,BetterCatBoost,0.036095067152110416,0.044485190417901325,0.023139393688439813,10.566062211990356,0.021345796729461537,0.005861108967492465,0.0026477711202304633,0.008508881751468397,0.03720637359930866,0.07330144075141909
Ailerons,0,1709,CheapBetterLGBMClassifier,0.03299719577190453,0.04044227922391415,0.02207725274015889,2.3708274364471436,0.018365026483755282,0.005721061301714134,0.002349871934996045,0.008070934900455646,0.03410850221910277,0.06710569799100731
Ailerons,0,1709,XT,0.02907409424443333,0.016046971986242185,0.007568419803395743,2.622695207595825,0.008478552182846488,0.0006076534194387612,0.0015976371846517345,0.0022052922678359593,0.031003599436031943,0.06007769368046528
Ailerons,0,1709,RF,0.029656487810141723,0.026110933927629743,0.01624128614265914,2.98590087890625,0.009869647784970653,0.003842995274129804,0.001807398140751107,0.005650395078626374,0.031530943340218366,0.06118743115036009
Ailerons,0,1709,tabICL,0.0368592467347051,0.0421434380092749,0.022045768017258393,6.20454740524292,0.02009766376991628,0.005435245169258271,0.002626969850135455,0.008062215019393729,0.037970553181903344,0.07482979991660846
Ailerons,0,1709,PartitionWise,-0.0049165791317991,-0.0026699227460809105,-0.001136277676239994,0.1791977882385254,-0.0015336450698408943,-0.00025479359029998425,-0.00022950495594537823,-0.00048429688249989613,-0.0038052726846008597,-0.008721851816399959
Ailerons,0,1709,TabPFN,0.03580249932197814,0.04596296094004499,0.0221883403292656,5.455768823623657,0.023774614388679154,0.005507962016163543,0.0028724898876675287,0.008380451903831073,0.036913805769176376,0.07271630509115452
Ailerons,0,2420,BetterCatBoost,0.040247923677617856,0.0398508742525712,0.02364992049395741,11.743905544281006,0.0162009537586138,0.005984574376844201,0.002160086643994463,0.008144663466445568,0.028677699585591465,0.06892562326320932
Ailerons,0,2420,CheapBetterLGBMClassifier,0.0455785015890421,0.04241678180195692,0.02561080235910639,2.7880101203918457,0.016805979442850526,0.006404235752841899,0.0022305159634846473,0.008634754161933439,0.03400827749701572,0.0795867790860578
Ailerons,0,2420,XT,0.03202478338864224,0.005778536951664725,0.00597657326666442,2.34159517288208,-0.00019803631499962782,-1.5038230173680666e-06,0.0008463887389661056,0.0008448873615556352,0.021735550746444825,0.05376033413508707
Ailerons,0,2420,RF,0.03644627056831171,0.0197999177602314,0.015733618394228044,2.7922234535217285,0.004066299366003378,0.003232481484604308,0.001284024184328819,0.0045165081145400274,0.023966955251930173,0.060413225820241875
Ailerons,0,2420,tabICL,0.04487602425015662,0.0389714597684543,0.023447609160581882,7.7136735916137695,0.015523847378655298,0.005824806664739393,0.0021221676789320494,0.007946974343671438,0.033305800158130235,0.07818182440828686
Ailerons,0,2420,PartitionWise,0.013553703816469049,-0.001523501459543497,0.000771694467515982,0.18289542198181152,-0.0022951959270594902,8.627355842212025e-05,-0.0002655006234272006,-0.00017922461939818556,0.001983479724442663,0.015537183540911714
Ailerons,0,2420,TabPFN,0.04322313198373338,0.042681493046356364,0.026114173689558484,6.825823068618774,0.0165673161275808,0.006693403027982508,0.0022381314622567177,0.008931534490239224,0.03165290789170699,0.07487603987544036
Ailerons,0,3428,BetterCatBoost,0.043873668298731267,0.049955511410970155,0.029721732374622355,14.576834678649902,0.020233779036347786,0.00815643892417647,0.0024944303198070755,0.010650871501422507,0.03535546524607745,0.07922913354480872
Ailerons,0,3428,CheapBetterLGBMClassifier,0.04349542577466952,0.048045852632918905,0.029940113561910297,3.550764799118042,0.018105739071008597,0.008134724198174922,0.0023363324918852487,0.01047105894749913,0.03497722272201571,0.07847264849668524
Ailerons,0,3428,XT,0.032292131429247146,0.02277060569739785,0.012357547947222335,2.3665778636932373,0.010413057750175514,0.0022711647603587707,0.0016260030296254724,0.003897170047423204,0.02377426858916468,0.05606640001841182
Ailerons,0,3428,RF,0.03646297211874437,0.033311501126772294,0.02090415032697841,2.960017681121826,0.012407350799793881,0.0051565565304140335,0.0017150977546200818,0.0068716565424730815,0.027652670300975186,0.06411564241971957
Ailerons,0,3428,tabICL,0.045333821633697674,0.05456999939069973,0.0327592484542734,10.396880149841309,0.021810746986922168,0.008898449677580217,0.002759309094615958,0.011657758772196176,0.036815618581043874,0.08214944021474155
Ailerons,0,3428,PartitionWise,0.01169728573287318,2.806137916633311e-05,0.0002785866130582737,0.2009754180908203,-0.0002505252338919628,3.551902975633403e-05,-2.2477539536336356e-05,1.3043747658955662e-05,0.003179082680219376,0.014876368413092556
Ailerons,0,3428,TabPFN,0.04492540297247755,0.054683889350489755,0.03191362409933882,10.104110479354858,0.022770261301646767,0.008707875502293114,0.0027375082099594383,0.01144538371225256,0.03640719991982375,0.0813326028923013
Ailerons,0,4855,BetterCatBoost,0.04319257537319289,0.051123971575344096,0.03277923850926205,14.880125045776367,0.018344733066082086,0.009039712683077275,0.002247915553867927,0.011287630585105781,0.033202897876224845,0.07639547324941774
Ailerons,0,4855,CheapBetterLGBMClassifier,0.04053552074609161,0.04791876948806578,0.030912783751205097,4.343492269515991,0.01700598573686065,0.008466461272750253,0.0021081778858483254,0.010574641506759169,0.030545843249123572,0.07108136399521518
Ailerons,0,4855,XT,0.036004109731295086,0.026804091690516785,0.01705416419100656,2.5738537311553955,0.009749927499510236,0.00359276341451249,0.0015939992538533758,0.005186765016526454,0.026179210606858856,0.062183320338153936
Ailerons,0,4855,RF,0.03822862004398932,0.03622579060706745,0.024546689082014118,3.435760974884033,0.011679101525053326,0.006308218272047683,0.0016897813799547634,0.007998002000163026,0.028135955616079816,0.06636457566006912
Ailerons,0,4855,tabICL,0.043851690925849576,0.052455217076788886,0.03301183404055817,14.373819589614868,0.019443379433999396,0.00901482844692641,0.00244677158375787,0.011461600030684277,0.03386201342888153,0.0777137043547311
Ailerons,0,4855,PartitionWise,0.006900086412714635,-0.0005497880712006742,-4.830120612697719e-05,0.5603110790252686,-0.0005014868650737081,-2.9362534116766926e-05,-8.180689962483111e-05,-0.0001111670855810154,-0.0030895910842534077,0.0038104953284612284
Ailerons,0,4855,TabPFN,0.04438722172922749,0.054157443002925874,0.03396576172581256,15.74006199836731,0.020191677674881982,0.00934506655353228,0.002487581911510631,0.011832648465042912,0.03439754423225945,0.07878476596148694
Ailerons,0,6875,BetterCatBoost,0.043141808561845255,0.051673746730968126,0.03186957337774223,15.130664110183716,0.019804173353225873,0.008738131747709932,0.002439332681899195,0.01117746669545261,0.03448728694915772,0.07762909551100297
Ailerons,0,6875,CheapBetterLGBMClassifier,0.042792717708240856,0.05049639263382204,0.031242323420526307,5.138693809509277,0.01925406921329571,0.008464865397457689,0.0024065808533684312,0.010871448516669597,0.03413819609555331,0.07693091380379416
Ailerons,0,6875,XT,0.036407263235612344,0.02955291080515817,0.019696343358262536,2.951317310333252,0.009856567446895625,0.004658043794762581,0.0017234918755706624,0.006381537936176726,0.028232741355895995,0.06464000459150834
Ailerons,0,6875,RF,0.039112717420404605,0.03683332888305281,0.025147829861802008,3.9047656059265137,0.011685499021250777,0.00658386036041915,0.002024055915974707,0.008607918542237334,0.03015274101604115,0.06926545843644576
Ailerons,0,6875,tabICL,0.0461527192029086,0.05439901608456506,0.03319576961159014,20.386979579925537,0.021203242555642366,0.008982316201518889,0.002648200447345658,0.011630516648864542,0.03749819759022106,0.08365091679312966
Ailerons,0,6875,PartitionWise,0.008567255592346192,0.0005432991217028671,0.0006374369824167947,0.5887002944946289,-9.413786071389429e-05,0.00012001687319405651,-1.5837185660655396e-05,0.00010418195337688618,-8.726602034135307e-05,0.008479989572004838
Ailerons,0,6875,TabPFN,0.04514908305081454,0.056232709076946295,0.03440307071024031,25.64736032485962,0.02182963444937346,0.009539527293768802,0.002683629917327629,0.012223157211096427,0.036494561438127,0.08164364448894154
Ailerons,1,300,BetterCatBoost,0.01699999531110128,0.020485686466358104,0.003957908733975957,6.3265252113342285,0.016527777732382138,0.0004181837366757701,0.0025507640597144735,0.002968947884555433,0.04366668581962586,0.06066668113072714
Ailerons,1,300,CheapBetterLGBMClassifier,0.02399999539057414,0.03813934487060543,0.018976715042003017,1.4392473697662354,0.019162629828602406,0.005246407217927117,0.002871285496304865,0.008117692802397183,0.050666685899098715,0.07466668128967285
Ailerons,1,300,XT,0.012666661739349364,-0.034664704001556586,-0.010239848003125145,3.3598880767822266,-0.024424855998431427,-0.005503000088165197,0.0014691850970199789,-0.004033814902980019,0.03866668542226155,0.05133334716161092
Ailerons,1,300,RF,0.010666661262512206,0.004599534900300362,-0.001738982035991099,4.326549530029297,0.006338516936291438,-0.0016466667548318645,0.0020005554673903484,0.00035388880072368263,0.03600001811981201,0.046666679382324217
Ailerons,1,300,tabICL,0.020666662057240805,0.031304749291390634,0.013280281315713339,3.2716972827911377,0.018024455722421867,0.0031585575174540277,0.002781698747185147,0.005940256264639172,0.047333352565765374,0.06800001462300617
Ailerons,1,300,PartitionWise,-0.0030000078678131103,-0.06395585341331664,-0.00013084312138123556,0.1251049041748047,-0.0638250102919354,-1.4926878039159264e-05,0.00019836978949881596,0.00018344299962485544,0.02366668264071147,0.020666674772898356
Ailerons,1,300,TabPFN,0.021666662295659382,0.029828490719510076,0.012989542971520846,3.5038139820098877,0.0168389354947338,0.003210449203227958,0.002943962917637083,0.00615441212086504,0.04833335280418396,0.07000001509984335
Ailerons,1,425,BetterCatBoost,0.0494117546081543,0.04533960521660294,0.02950073691652156,9.08775281906128,0.015838868300081344,0.007125796972718904,0.002387529644262744,0.009513328856976774,0.04117648433236515,0.09058823894051944
Ailerons,1,425,CheapBetterLGBMClassifier,0.046588226206162396,0.04177624445037684,0.027167452358981797,1.6813597679138184,0.01460879209139505,0.006468689626719833,0.0020930575115860467,0.008561749378301007,0.038352955930373245,0.08494118213653565
Ailerons,1,425,XT,0.035764695896821866,-0.0055406996030171515,0.016309048278588117,3.2585370540618896,-0.02184974788160528,0.003025121943011398,0.0010423245573904852,0.004067448740397009,0.02752942562103271,0.06329412151785457
Ailerons,1,425,RF,0.04094116603626924,0.020027242944504885,0.01762703653989935,4.359561204910278,0.0024002064046055593,0.0042838931848414655,0.0015753441652336165,0.005859239590070217,0.03129413071800681,0.07223529675427606
Ailerons,1,425,tabICL,0.04399999253890093,0.04328716564695826,0.026266824092959044,3.4977869987487793,0.017020337537721936,0.0065860386543414124,0.002242365018058022,0.008828403672399442,0.03576472226311179,0.07976471480201272
Ailerons,1,425,PartitionWise,-0.0032941330180448645,-0.0860964478719632,-0.004857986957443466,0.1590111255645752,-0.08123846091451976,-0.0012171955982975837,-0.001502637219345547,-0.0027198305776479957,-0.011529403293834012,-0.014823536311878879
Ailerons,1,425,TabPFN,0.04117646245395436,0.03396721502812232,0.018344749228066642,3.2235312461853027,0.015622461783778397,0.004043758785461675,0.0020994375380242293,0.006143196323485904,0.032941192178165206,0.07411765463211957
Ailerons,1,602,BetterCatBoost,0.016584014518201844,0.016517115082396783,0.001707884374477797,8.995050191879272,0.014809230707919013,0.00013260573035381583,0.002064499239880073,0.002197105553495819,0.03522040199642339,0.05180441651462524
Ailerons,1,602,CheapBetterLGBMClassifier,0.02106886407232153,0.03427069422890107,0.012555940813126398,1.8751447200775146,0.02171475341577464,0.003156874344968884,0.0028018884895593733,0.005958763417790188,0.03970525155054308,0.06077411562286461
Ailerons,1,602,XT,0.009289248912459235,-0.024084050711451192,-0.004458566678238007,3.2924413681030273,-0.019625484033213153,-0.0025730001241251106,0.0007839662058412259,-0.0017890333350219557,0.02692976838465236,0.03621901729711159
Ailerons,1,602,RF,0.021078504755805673,-0.0006133743458446361,0.0007048258080496639,4.20551061630249,-0.0013182001538943056,-0.0007159312536016927,0.0020809654406131793,0.0013650347702734295,0.04137604886342671,0.06245455361923238
Ailerons,1,602,tabICL,0.014274098983152508,0.01823745892974213,0.004636364304858237,3.6824398040771484,0.013601084266806552,0.001002768330858407,0.0019625053082046747,0.0029652736390630803,0.03291048646137405,0.04718458544452657
Ailerons,1,602,PartitionWise,-0.010137748219093343,-0.02908680317809334,-0.003983474184508451,0.1445326805114746,-0.025103328993584854,-0.0008571607936401881,-0.0008448918258560339,-0.0017020520362342945,0.008498639259128204,-0.001639108959965141
Ailerons,1,602,TabPFN,0.014621206103277601,0.02058701801850759,0.005524197286148802,3.0258686542510986,0.015062810374281439,0.0010946827155560973,0.0019330280081995318,0.0030277107237556278,0.03325759358149914,0.04787879968477675
Ailerons,1,852,BetterCatBoost,0.011874779431238427,0.021789865765959933,0.0018354294498699243,9.808809518814087,0.019954436316090025,0.00021539510060495647,0.00255677182874562,0.0027721670569638784,0.03790163505844206,0.04977641448968048
Ailerons,1,852,CheapBetterLGBMClassifier,0.003532845860787343,0.019132574854614386,0.0001594554772202883,1.9576377868652344,0.01897311937739411,-5.588124046437548e-05,0.002369788052025361,0.0023139069391742762,0.029559701487990968,0.03309254734877831
Ailerons,1,852,XT,0.005413134986279058,-0.027223419100937805,-0.006166808217244757,3.6067795753479004,-0.02105661088369301,-0.002759607894306722,0.0010176267500383474,-0.0017419810166550698,0.03190713870882127,0.037320273695100326
Ailerons,1,852,RF,0.007760571926616909,0.009066998438634172,-0.0036084862047184806,4.774368524551392,0.012675484643352686,-0.0018603938133527065,0.0018900435982591181,2.964991251971083e-05,0.03473135566645814,0.042491927593075046
Ailerons,1,852,tabICL,0.01409081163544158,0.021981003310120466,0.0010156816501267207,4.08315634727478,0.020965309557741514,-2.9654110098496778e-05,0.0025835370509450935,0.002553882940846605,0.04011766726264521,0.054208478898086776
Ailerons,1,852,PartitionWise,-0.004218097778788784,0.003850246475247232,-0.0009039491367304198,0.1568150520324707,0.004754195611977663,-0.00017801588586887767,0.0005395318199267529,0.00036151606167117434,0.02180875784841484,0.017590660069626056
Ailerons,1,852,TabPFN,0.011160642937528008,0.021684313595536638,0.002365247376801172,3.1831696033477783,0.019319054116483225,0.0003648855257491021,0.0023847883947502647,0.0027496739204993653,0.037187498564731636,0.04834814150225964
Ailerons,1,1207,BetterCatBoost,0.03388497465771456,0.040535243571593355,0.015358639571431344,8.682429790496826,0.025176604000162018,0.00389470448619475,0.003122194725690719,0.0070169006022717225,0.03943007582888216,0.07331505048659671
Ailerons,1,1207,CheapBetterLGBMClassifier,0.0301594509402607,0.0344343033689282,0.015470577337596148,2.103841781616211,0.01896372603133204,0.003797580538948414,0.0025482360875222626,0.006345818016856941,0.035704552111428305,0.065864003051689
Ailerons,1,1207,XT,0.02154074898391082,0.005624837276635075,0.010357375186720807,3.525547504425049,-0.004732537910085754,0.0017719480169271578,0.0011115705721664593,0.002883519979479879,0.026917817271633455,0.048458566255544275
Ailerons,1,1207,RF,0.027587523055188613,0.01760878943035109,0.014939909479112423,4.257611989974976,0.0026688799512386676,0.003419944465761035,0.0017527860845136273,0.00517273194066091,0.032720086637182136,0.060307609692370756
Ailerons,1,1207,tabICL,0.028078248270589513,0.03973031304757147,0.017410947493409545,4.817359924316406,0.022319358285671432,0.004283634594293409,0.0027573300298277008,0.007040964624121115,0.033623349441757114,0.06170159771234662
Ailerons,1,1207,PartitionWise,-0.0017355478744824717,-0.0066493435477575245,-0.0008606571393323436,0.16343355178833008,-0.005788686408425225,-0.00019854320653346912,-0.0006377239041774702,-0.0008362657203246776,0.003809553296685134,0.00207400542220266
Ailerons,1,1207,TabPFN,0.02956516588712474,0.038087397683230086,0.016238784971362684,3.8908376693725586,0.021848605443376922,0.0038568291803649764,0.002669080197876414,0.0065259093782413955,0.035110267058292344,0.06467543294541708
Ailerons,1,1709,BetterCatBoost,0.03897239745498364,0.04100898632774824,0.021717332929650057,11.56941533088684,0.019291653398098196,0.005562808267300276,0.0024278363711111224,0.007990646627177914,0.03481197129598408,0.07378436875096771
Ailerons,1,1709,CheapBetterLGBMClassifier,0.038678284642324756,0.040541818365256464,0.022820533729147496,2.549304723739624,0.017721284636109003,0.0059629408922414915,0.002314989955867866,0.00827793283687587,0.03451785848332519,0.07319614312564995
Ailerons,1,1709,XT,0.02698306432608271,0.015025262621835244,0.006801097607918871,2.481222152709961,0.008224165013916374,0.00022577235531568985,0.0012857652478326432,0.0015115395919148428,0.024812485485590778,0.05179554981167349
Ailerons,1,1709,RF,0.028091602451904212,0.03103539977854066,0.01478289133967774,2.986003875732422,0.016252508438862945,0.003416464372640424,0.0018781998942401206,0.00529466625564706,0.024867362955303413,0.052958965407207625
Ailerons,1,1709,tabICL,0.03879352962921055,0.043653311204781886,0.021055604988443378,5.903292179107666,0.022597701238384605,0.005438039673920067,0.0026406113892192495,0.008078651063139314,0.034633103470210994,0.07342663309942155
Ailerons,1,1709,PartitionWise,0.00035978227987170237,-0.004914440756493776,-0.0035298412319445306,0.17229580879211426,-0.0013845995245492237,-0.0007818250594977261,-0.0002544714995883574,-0.0010362945703195682,-0.003800643879127859,-0.0034408615992561576
Ailerons,1,1709,TabPFN,0.036396212203781794,0.04695436490367215,0.023629565458292024,5.231620788574219,0.0233247944674262,0.006329633947078528,0.002737668880139069,0.00906730282721759,0.03223578604478223,0.06863199824856403
Ailerons,1,2420,BetterCatBoost,0.026074372983175866,0.03724420490341823,0.015488114065676845,11.245128631591797,0.0217560908377414,0.00377683445698853,0.002751777196349367,0.00652861249391425,0.04053720674238915,0.066611579725565
Ailerons,1,2420,CheapBetterLGBMClassifier,0.02677685268654311,0.0377491410854189,0.016893634208210894,2.814568281173706,0.020855506877207986,0.004340634368041116,0.0026932137240251288,0.007033848932642602,0.04123968644575639,0.06801653913229949
Ailerons,1,2420,XT,0.0180165216942464,0.014422020251811402,0.00026150071391619625,2.3327813148498535,0.0141605195378952,-0.0013927281133036319,0.00198734993995625,0.0005946226672289806,0.03227274363691157,0.050289265331157976
Ailerons,1,2420,RF,0.019999992157802106,0.020690556391095478,0.008154034825623374,2.738652467727661,0.012536521565472114,0.0013364500317836175,0.002149255357770759,0.0034857062301307264,0.03413224712876249,0.0541322392865646
Ailerons,1,2420,tabICL,0.02735536600932602,0.03940044524260455,0.015777035890503766,7.841591119766235,0.02362339997899592,0.003736595688233817,0.0030236221909839254,0.0067602178792177375,0.0418181997685393,0.06917356577786532
Ailerons,1,2420,PartitionWise,-0.0002066152647507092,-0.005147850691377876,-0.0007871923885608201,0.1930100917816162,-0.004360658302817089,-0.0001678816448985626,6.280530061568423e-06,-0.00016160027426065647,0.014256218494462574,0.014049603229711863
Ailerons,1,2420,TabPFN,0.027851234290225447,0.03768490436723841,0.016265203697717306,7.1977317333221436,0.02141969129641625,0.0038961785275889336,0.002824942442182403,0.006721120969771335,0.04231406804943873,0.07016530233966417
Ailerons,1,3428,BetterCatBoost,0.026258383019571063,0.04189751032051291,0.019913887219757488,13.416890859603882,0.021983623100755422,0.005651052720510313,0.0028142235795410473,0.008465277226935467,0.03932133380488623,0.06557971682445729
Ailerons,1,3428,CheapBetterLGBMClassifier,0.02552892422164149,0.04145944571807539,0.019171919055847576,3.398620128631592,0.02228752666222785,0.005343143653807994,0.002846322018385988,0.008189466599078096,0.03859187500695666,0.06412079922859815
Ailerons,1,3428,XT,0.02217291963683656,0.022522267708813843,0.009091162973989908,2.4684393405914307,0.01343110473482394,0.001714522553971562,0.002357002745213854,0.0040715262260695275,0.03503174597085929,0.05720466560769585
Ailerons,1,3428,RF,0.02514919079879029,0.02613638817545407,0.013854667890888595,2.9587326049804688,0.0122817202845655,0.003526140991544721,0.002582392273705131,0.006108534192133949,0.03794975071187165,0.06309894151066195
Ailerons,1,3428,tabICL,0.028445270878512,0.04268044111506527,0.019373790135754576,10.42836308479309,0.023306641936582877,0.005236464786344844,0.0029244800771034917,0.008160944863448339,0.04150822166382717,0.06995349254233918
Ailerons,1,3428,PartitionWise,-0.0032364976661051195,-0.0010139352586554739,-0.0004890332441333523,0.21146297454833984,-0.0005249020145220662,-9.637241218234948e-05,-2.7777214589089216e-05,-0.000124148699887322,0.009826453119210047,0.0065899554531049275
Ailerons,1,3428,TabPFN,0.02938030142191611,0.04166047811004737,0.02092116856115448,10.551241874694824,0.020739300506165063,0.005787650176663115,0.002766267571733788,0.008553917748396905,0.042443252207231275,0.0718235536291474
Ailerons,1,4855,BetterCatBoost,0.03338825191945666,0.04425609984781424,0.022737701010215793,14.828053712844849,0.021518398837598495,0.0061731831085729575,0.0026984814816217923,0.008871665960533764,0.039258512630521575,0.07264676454997823
Ailerons,1,4855,CheapBetterLGBMClassifier,0.03320287612145028,0.04473061244162606,0.022564648944037903,4.348635196685791,0.02216596349758817,0.00615326125693145,0.0028038470965111224,0.008957109723781586,0.03907313683251519,0.07227601295396548
Ailerons,1,4855,XT,0.026508745842687132,0.020628527432293098,0.009197006258954333,2.629204750061035,0.011431521173338798,0.0016015434288370906,0.002009601559057936,0.003611146358234049,0.032749758100656966,0.0592585039433441
Ailerons,1,4855,RF,0.02930998107309076,0.036403987220523196,0.016902200121649624,3.3473100662231445,0.01950178709887357,0.004111832935645649,0.002402417670741197,0.006514251976725863,0.03483008702432335,0.06414006809741413
Ailerons,1,4855,tabICL,0.03277033337849421,0.04773229745407629,0.02465656679434375,14.5550696849823,0.02307572331450336,0.006810290140630229,0.0027683438030879247,0.009578633943718152,0.038640594089559124,0.07141092746805336
Ailerons,1,4855,PartitionWise,-0.0004531488605188905,-0.0008651245353742288,-0.00015060917733883405,0.5752286911010742,-0.0007145153580353725,-2.8965223443175313e-05,-8.972141282944934e-05,-0.00011868526593360185,0.005417111850546023,0.004963962990027132
Ailerons,1,4855,TabPFN,0.03347064284905101,0.046852378673260406,0.02552968602876866,16.86236810684204,0.021322685299262557,0.007145735718900712,0.002662900696001014,0.009808636414901716,0.03934090356011592,0.07281154640916693
Ailerons,1,6875,BetterCatBoost,0.032145446638627485,0.04641837765752436,0.024037963528396232,15.729105949401855,0.022380414129128112,0.006649954892913784,0.002766636646637388,0.009416592872744522,0.038618197753212666,0.07076364439184016
Ailerons,1,6875,CheapBetterLGBMClassifier,0.031490901236100634,0.04466742238824516,0.022114647094438965,5.061557292938232,0.022552775293806226,0.0060020281837702555,0.002800696263505059,0.00880272578046866,0.037963652350685814,0.06945455358678645
Ailerons,1,6875,XT,0.02471271898096258,0.021177226731148545,0.008263150551671284,2.9313488006591797,0.012914076179477285,0.0012103016971096836,0.002010174020342001,0.0032204770506450405,0.031476378943703386,0.05618909792466596
Ailerons,1,6875,RF,0.027301809536327014,0.027326241040891742,0.013202997059790621,3.8405637741088867,0.01412324398110112,0.0029222241213521074,0.002396063313271299,0.005318288767816754,0.03362910586270419,0.06093091539903121
Ailerons,1,6875,tabICL,0.0320290843963623,0.047127799358917144,0.024147147699927818,20.783925533294678,0.02298064417157042,0.0066927422068335796,0.002793722060816778,0.009486464267650357,0.038501835510947484,0.07053091990730978
Ailerons,1,6875,PartitionWise,-0.0022690990447998046,-9.475130185132574e-05,-0.00011718856000522137,0.6040239334106445,2.2437258153895635e-05,-2.250582202286966e-05,1.144103543407604e-05,-1.1063453395451783e-05,0.004203652069785378,0.0019345530249855734
Ailerons,1,6875,TabPFN,0.0324654484835538,0.04704192997973217,0.025383816348430864,27.728339195251465,0.021658106143882416,0.007131807464767584,0.002711658424451757,0.009843465889219341,0.03893819959813898,0.07140364808169278
Ailerons,2,300,BetterCatBoost,0.03533332427342732,0.030817506926551396,0.019542400516041114,8.024137496948242,0.011275106410510294,0.004270037518647474,0.0015246322068448864,0.0057946722797997344,0.022000014781951904,0.057333339055379226
Ailerons,2,300,CheapBetterLGBMClassifier,0.03433332482973735,0.04709192856274812,0.03122705431314431,1.4849414825439453,0.01586487424960383,0.009527963453800452,0.0019617586685136716,0.011489724676621505,0.021000015338261922,0.05533334016799927
Ailerons,2,300,XT,0.03333332459131876,-0.02716705901022512,0.008342626522052865,3.3635683059692383,-0.03550968553227799,0.00019503448272966407,0.00016877522347039374,0.0003638122605074401,0.022000014781951904,0.055333339373270674
Ailerons,2,300,RF,0.03299999038378398,0.016416691131338305,0.012272549845384052,4.361342906951904,0.004144141285954289,0.0016892937419889203,0.0009634418901370678,0.002652738186433354,0.021666680574417112,0.05466667095820109
Ailerons,2,300,tabICL,0.050333324670791636,0.04380273158221073,0.02694404934169602,3.316883087158203,0.016858679427391544,0.007226364258676771,0.002273162402895347,0.009499526661572118,0.037000015179316205,0.08733333985010783
Ailerons,2,300,PartitionWise,-0.0023333474000294995,-0.10626129899520102,-0.017520246501933196,0.09326624870300293,-0.08874105249326784,-0.005061156186386496,-0.002564949038619352,-0.0076261026706984664,-0.015666656891504923,-0.01800000429153442
Ailerons,2,300,TabPFN,0.047333324750264485,0.04167860923282059,0.023273548824804546,3.3931217193603516,0.018405057594892898,0.005723528998593493,0.0023562060371477888,0.008079735035741279,0.03400001525878906,0.08133334000905354
Ailerons,2,425,BetterCatBoost,0.02329410749323228,0.02652558649353657,0.006178593729816028,9.136321306228638,0.02034699276372053,0.0009516965122839394,0.0027286076376357325,0.0036803050843101314,0.03623530780567842,0.059529415298910704
Ailerons,2,425,CheapBetterLGBMClassifier,0.027999993212082807,0.030457109182194853,0.007827554222182153,1.7717390060424805,0.022629554960012697,0.0013232838519432577,0.0029399100568394234,0.004263194843173143,0.04094119352452895,0.06894118673661176
Ailerons,2,425,XT,0.019529404640197753,0.015735344967562282,-0.00713263528129357,3.256625175476074,0.022867980248855856,-0.003949987862495036,0.002353358542733726,-0.0015966283853708478,0.0320000166051528,0.05152942124535056
Ailerons,2,425,RF,0.024705874779645132,0.029005205574979674,0.004546495298167114,4.320918321609497,0.024458710276812574,-0.0003874257709917756,0.002695763771491888,0.002308338934890576,0.03694119257085464,0.061647067350499775
Ailerons,2,425,tabICL,0.03199999248280245,0.034126657520615486,0.0057549762518776856,3.5237479209899902,0.028371672254743442,0.0007959467369843875,0.0031823554808911177,0.003978302217875508,0.044941192795248594,0.07694118527805104
Ailerons,2,425,PartitionWise,-0.006588245279648725,-0.08035623313295498,-0.003533887824015447,0.14467263221740723,-0.07682234530893957,-0.00083148704077384,-0.0008652989207874634,-0.0016967850271708469,0.006352955032797421,-0.00023529024685130421
Ailerons,2,425,TabPFN,0.03247058139127844,0.03100662560103861,0.004217454016540256,3.293076753616333,0.026789162570503983,0.0005141368727473644,0.0031166697652524208,0.0036308066379997896,0.04541178170372458,0.07788236309500303
Ailerons,2,602,BetterCatBoost,0.031918725338520755,0.03527431893397409,0.020966324170980967,9.059105634689331,0.014307994762993131,0.005119104571889946,0.002058908536039858,0.007178014514088357,0.037208005378725775,0.06912673071724654
Ailerons,2,602,CheapBetterLGBMClassifier,0.031243794445492346,0.0394361199044847,0.02308079001628983,1.787672519683838,0.016355329888194887,0.006034732672277357,0.0022519373027104716,0.008286671381146374,0.03653307448569737,0.06777686893118971
Ailerons,2,602,XT,0.02126996405853713,-0.008064566287228698,0.002962164207251916,3.25811505317688,-0.011026730494480625,-5.571153777776117e-05,0.0012816824016161688,0.0012259722699969528,0.026895331935777478,0.04816529599431461
Ailerons,2,602,RF,0.0260798813718738,-0.013200788845781197,0.011103723546608501,4.151517868041992,-0.024304512392389687,0.0023541508742210143,0.0013296172041873417,0.0036837694845668926,0.03369147522390381,0.05977135659577761
Ailerons,2,602,tabICL,0.028907706528984157,0.034775094291636124,0.018785618464975794,3.8222222328186035,0.01598946861854451,0.004837122047974246,0.0020507046830938484,0.006887826731068092,0.03419698656918917,0.06310469309817332
Ailerons,2,602,PartitionWise,0.0006831854565412878,-0.046074786448356206,-0.003757121622344739,0.14714407920837402,-0.04231766482601149,-0.00092054599785871,-0.000895421360773943,-0.001815965952474108,0.005972465496746304,0.006655650953287592
Ailerons,2,602,TabPFN,0.036725888624992584,0.03754463336805734,0.020548369597512973,3.053875207901001,0.016996256562428546,0.005056672513372068,0.002333332213360412,0.007390004726732481,0.0420151686651976,0.07874105729019018
Ailerons,2,852,BetterCatBoost,0.04237082150534415,0.060562208284775224,0.040487696768214475,10.024407148361206,0.020074511516560777,0.011976748614266019,0.0027216708342956224,0.01469842130977024,0.04027934207922821,0.08265016358457238
Ailerons,2,852,CheapBetterLGBMClassifier,0.041657370206290276,0.06065105815598051,0.0366967164681586,1.8168892860412598,0.023954341687821956,0.010325110366480292,0.0029980437713780423,0.013323155999066938,0.03956589078017432,0.0812232609864646
Ailerons,2,852,XT,0.0316917700713387,0.005979840686596638,0.02132024748572083,3.589088201522827,-0.015340406799124195,0.005124970886564971,0.0007023682798302678,0.005827341027603851,0.02889578411330626,0.060587554184644954
Ailerons,2,852,RF,0.03789266454669098,0.036578188382408054,0.03276211709088802,4.75528621673584,0.0038160712915200124,0.009377480614042706,0.0015271243857814226,0.010904606861032723,0.03403854280146366,0.07193120734815464
Ailerons,2,852,tabICL,0.04166769152209239,0.05014626195086873,0.03537813133939143,4.389562606811523,0.014768125145245142,0.009966468936108535,0.002562951949689622,0.012529420885798165,0.03957621209597645,0.08124390361806885
Ailerons,2,852,PartitionWise,0.002109379868430291,-0.016084503318004196,-0.002565618277410675,0.14742469787597656,-0.013518885040593481,-0.00069203992602348,-0.0002690824724236318,-0.0009611205372385106,1.790044231434456e-05,0.002127280310744636
Ailerons,2,852,TabPFN,0.04283246648323917,0.06170119551769733,0.04262031245776794,3.309211254119873,0.019080877593697206,0.012944035970121823,0.0029116653420101337,0.01585570131213196,0.04074098705712322,0.08357345354036241
Ailerons,2,1207,BetterCatBoost,0.02906655382052898,0.03447000204309268,0.014062115230375455,9.569751739501953,0.02040788681271728,0.0034423688854685287,0.0026633224916555675,0.0061056925108407736,0.03877474953577943,0.0678413033563084
Ailerons,2,1207,CheapBetterLGBMClassifier,0.031046938264996653,0.0341628944718665,0.01247590223860931,2.016993522644043,0.021686992233257235,0.002684049113526653,0.002735659749855154,0.0054197099970984845,0.040755133980247105,0.07180207224524375
Ailerons,2,1207,XT,0.021043509797407954,-0.026102726956097194,0.0025565989121807907,3.4571852684020996,-0.028659325868277945,-0.0007112006048520262,0.0012803420567698454,0.0005691425856345064,0.0312506593184103,0.05229416911581826
Ailerons,2,1207,RF,0.019050435989074167,0.006883384627643746,0.007730751160738641,4.228286504745483,-0.0008473665330948454,0.0011517260589950493,0.0014169045508163184,0.0025686317435280395,0.027681507892084727,0.046731943881158894
Ailerons,2,1207,tabICL,0.031055169620450473,0.03316986805969752,0.014261168083332571,4.934289216995239,0.018908691725370463,0.0033608579651601576,0.0023997171417257574,0.005760575106885912,0.04076336533570092,0.0718185349561514
Ailerons,2,1207,PartitionWise,-0.0070398910162294435,-0.0072361461515542125,-0.0034545364128244827,0.1490018367767334,-0.003781609738729719,-0.0007913170421758569,-0.0004704914926007525,-0.0012618074010599333,0.00266830469902101,-0.0043715863172084325
Ailerons,2,1207,TabPFN,0.028326525533564368,0.03781387895318851,0.017670562914868942,3.885411024093628,0.020143307787325065,0.004324676521917187,0.0024855244268802467,0.00681020094879743,0.038034721248814816,0.06636124678237919
Ailerons,2,1709,BetterCatBoost,0.028784954485937653,0.03270963027868373,0.014392008258174938,10.02871298789978,0.01831762202050883,0.0036375634293105362,0.0023228827391971575,0.005960447687505666,0.03224401693114656,0.06102897141708422
Ailerons,2,1709,CheapBetterLGBMClassifier,0.028021119286961625,0.03199702854782353,0.014364208254982358,2.200448513031006,0.017632820292841144,0.0034519851680205604,0.0021840958446593837,0.005636082531677913,0.03148018173217054,0.05950130101913217
Ailerons,2,1709,XT,0.02293665897897127,0.008638373321524251,0.006116933402541658,2.43876051902771,0.002521439918982582,0.0003732076906232423,0.0009187125410516945,0.001291921750672903,0.026747455753481725,0.049684114732452996
Ailerons,2,1709,RF,0.028491356017071888,0.02053732758575614,0.01027257547703081,2.9244561195373535,0.01026475210872535,0.0018705193280310977,0.0017263004556628075,0.003596821302691869,0.03194990370061834,0.06044125971769023
Ailerons,2,1709,tabICL,0.03100649209868155,0.03259103499197095,0.015155087535244072,6.469209432601929,0.017435940680548455,0.0036688389201334657,0.0021822112042089196,0.005851050124342389,0.03446555454389046,0.06547204664257202
Ailerons,2,1709,PartitionWise,-0.003635346697529458,-0.0039575357350668085,-0.001672504638087502,0.17861533164978027,-0.0022850310969793064,-0.00034509705604102435,-0.0002603127925214305,-0.0006054083295644914,-0.0001762842523205501,-0.0038116309498500076
Ailerons,2,1709,TabPFN,0.031942851371167855,0.03753062560178046,0.018574563912291377,5.248347520828247,0.01895605491331063,0.004759835058405442,0.002419159226055112,0.007178994284460558,0.035401913816376765,0.0673447651875446
Ailerons,2,2420,BetterCatBoost,0.03243800909066003,0.04263903144687901,0.020294000336781647,12.134594917297363,0.02234503111009738,0.004943022084445326,0.002732651336218234,0.007675674668866719,0.04028927260193942,0.07272728169259947
Ailerons,2,2420,CheapBetterLGBMClassifier,0.03066114945845171,0.04112152412173326,0.021201225022927806,2.7033019065856934,0.01992029909880544,0.005572098176048729,0.002514910188363578,0.008087009612615475,0.038512412969731104,0.0691735624281828
Ailerons,2,2420,XT,0.02487602529446941,0.014915532382820628,0.0035127167515783706,2.269453287124634,0.011402815631242314,-0.000677531092096631,0.002031164959326687,0.0013536351154332076,0.033471090241897206,0.05834711553636661
Ailerons,2,2420,RF,0.032809909217613786,0.02856805757493544,0.014150845351647002,2.799797296524048,0.014417212223288406,0.002694636033706857,0.0025034652348087717,0.005198102516718789,0.040619850109431366,0.07342975932704515
Ailerons,2,2420,tabICL,0.03185949754123845,0.04387139839276562,0.020916046021657343,7.645985126495361,0.02295534455835587,0.005433065941449533,0.0028898906797220542,0.008322956621171584,0.03971076105251785,0.0715702585937563
Ailerons,2,2420,PartitionWise,-0.0007024865012523558,-0.005386794793694671,-0.00037037708131052447,0.1855006217956543,-0.005016417712384091,-0.0001121300482027604,-8.234924126939158e-05,-0.00019447804126899727,0.007148777010027042,0.006446290508774685
Ailerons,2,2420,TabPFN,0.03359503524362548,0.047322143317543815,0.025633505030986492,6.782179117202759,0.02168863047380491,0.007067060884288395,0.0027821423965502024,0.0098492032808386,0.04144629875490488,0.07504133399853037
Ailerons,2,3428,BetterCatBoost,0.034017101215622646,0.04312457328714579,0.024251008754279678,12.665977001190186,0.018873564532866104,0.0064966115235260994,0.002379905206090821,0.008876518447759479,0.034246105074930706,0.06826320629055335
Ailerons,2,3428,CheapBetterLGBMClassifier,0.03381357311012669,0.04136238134450499,0.022969851399757067,3.4410765171051025,0.018392529944747927,0.006119932437676667,0.00236353706400142,0.00848347121982064,0.03404257696943476,0.06785615007956144
Ailerons,2,3428,XT,0.02284628090308774,0.008817825416644165,0.008368391529512598,2.3559975624084473,0.00044943388713156727,0.0014770892898282456,0.0008831880368696338,0.0023602790448404272,0.023017145747267376,0.04586342665035511
Ailerons,2,3428,RF,0.027075345730213807,0.018244355131097678,0.014973884989188191,2.9450714588165283,0.003270470141909476,0.0035439642375132557,0.0012911442365201586,0.004835110192175973,0.026516964513813957,0.05359231024402776
Ailerons,2,3428,tabICL,0.03352266738374733,0.04229414213436072,0.023951477465514525,10.514188289642334,0.018342658654972255,0.006464822823486374,0.0023389909809224674,0.008803813804408842,0.033751671243055385,0.06727433862680272
Ailerons,2,3428,PartitionWise,0.0021021371491933413,-0.001556532525123444,-0.00041392852647087475,0.19959664344787598,-0.0011426039986525804,-9.692119566612478e-05,-0.0001504759493935609,-0.00024739542691712966,0.0023311410085014015,0.004433278157694742
Ailerons,2,3428,TabPFN,0.03570912872534125,0.044328542577031727,0.02558644372916754,10.456160068511963,0.018742092833990243,0.007019854083070859,0.0024315963868202562,0.009451450469891109,0.035938132584649306,0.07164726130999054
Ailerons,2,4855,BetterCatBoost,0.037878467690441314,0.05191139011711845,0.02875049637072389,15.57375717163086,0.023160893746394552,0.0081975112954762,0.002938580150968159,0.011136092981870132,0.04107107649625391,0.07894954418669523
Ailerons,2,4855,CheapBetterLGBMClassifier,0.035818735750278906,0.04923626864911288,0.027369093440116,4.213154315948486,0.021867175208996892,0.007710543582324555,0.0027891818259033474,0.010499726943653687,0.039011344556091496,0.07483008030637041
Ailerons,2,4855,XT,0.03027805550336592,0.027756778419944193,0.01691675216791011,2.61065411567688,0.010840026252034073,0.004148413615049101,0.0021300110518267636,0.006278426202301654,0.03367663728712025,0.06395469279048618
Ailerons,2,4855,RF,0.03268794176139007,0.03584705785527041,0.021369659733901092,3.289961814880371,0.014477398121369311,0.005754368529799073,0.0022787923769211653,0.008033162442146028,0.035406811991140597,0.06809475375253067
Ailerons,2,4855,tabICL,0.037919663523547316,0.05365520119497711,0.02874621640033074,14.4557626247406,0.024908978081351885,0.00803142219156518,0.0031024706601353673,0.01113389285170055,0.04111227232935991,0.07903193585290721
Ailerons,2,4855,PartitionWise,0.004181249036111252,5.956615520481545e-05,-0.0002452187374293757,0.5678977966308594,0.00030478489263423557,-6.36888798606322e-05,5.861447300980205e-05,-5.072871425043646e-06,0.00737385784192385,0.0115551068780351
Ailerons,2,4855,TabPFN,0.03752831479670705,0.05350814091442311,0.02969292147894289,16.417147636413574,0.02381521272218573,0.008503137624234602,0.003027927915743661,0.011531065539978267,0.040720923602519644,0.07824923839922668
Ailerons,2,6875,BetterCatBoost,0.03543271924799139,0.0529518558471329,0.028163660135385904,17.4211106300354,0.024788195711747008,0.007953506346903816,0.0029735722971285126,0.010927080129678107,0.0394327430898493,0.07486546233784068
Ailerons,2,6875,CheapBetterLGBMClassifier,0.03517090121182529,0.051497658054318884,0.027361193097788183,5.094223260879517,0.024136464956530667,0.00772559192102292,0.002942597529117133,0.010668190935785823,0.0391709250536832,0.07434182626550848
Ailerons,2,6875,XT,0.030472718967090952,0.024985273821709265,0.014156583067096006,2.9930384159088135,0.010828690754613268,0.0029903080093037215,0.00205674679718251,0.005047056292132007,0.03466183345101097,0.06513455241810191
Ailerons,2,6875,RF,0.030589082249728117,0.03310085396594838,0.021243917473097885,3.85978364944458,0.011856936492850478,0.005569648615364331,0.0022464227567784685,0.007816072857788566,0.03416728763580322,0.06475636988553134
Ailerons,2,6875,tabICL,0.03569453846324574,0.053439078207030956,0.02725299097786884,20.82965660095215,0.026186080325315008,0.007694952303442091,0.003096605948186418,0.010791558251628506,0.039694562305103646,0.07538910076834938
Ailerons,2,6875,PartitionWise,0.003650900493968617,-0.00020971345121724162,0.00012437938852993824,0.587332010269165,-0.00033409283974715763,1.9565417824074506e-05,-3.343258145798167e-05,-1.3865677988122994e-05,0.007650924335826528,0.011301824829795144
Ailerons,2,6875,TabPFN,0.0353163572138006,0.05379815013426922,0.02871771331537488,27.205143213272095,0.02508042991504724,0.008255168114467101,0.003007468960814566,0.011262637075281667,0.03931638105565851,0.07463273826945913
Ailerons,3,300,BetterCatBoost,0.029666659434636432,0.010755192970250415,0.0016267402950532694,7.865041732788086,0.009128452675197124,-0.0008414942619256058,0.0015607979395089483,0.0007193047933077831,0.03966668327649435,0.06933334271113077
Ailerons,3,300,CheapBetterLGBMClassifier,0.022999993562698363,-0.0007082425029168559,-0.007340933281453699,1.4925436973571777,0.00663269077853679,-0.005099098379097536,0.0016506634000579216,-0.0034484338633151606,0.03300001740455628,0.05600001096725464
Ailerons,3,300,XT,0.01566665848096212,-0.10671253480435854,0.0023525980955742876,3.319291353225708,-0.10906513289993285,-0.0010379640786873992,-0.0003888900046133294,-0.0014268529675762933,0.02500001549720764,0.040666673978169754
Ailerons,3,300,RF,0.019999991257985433,-0.02625774826022882,-0.0006140163339029336,4.273886203765869,-0.02564373192632593,-0.003059260374983705,0.0011662211064977727,-0.001893038152761485,0.0320000147819519,0.05200000603993734
Ailerons,3,300,tabICL,0.016666661103566488,0.009272119309701187,0.006739988053786427,3.252835512161255,0.002532122936047776,0.000726765456298984,0.0009553902111171361,0.001682155667416127,0.026666684945424395,0.04333334604899088
Ailerons,3,300,PartitionWise,-0.005666674375534058,-0.15728153898264702,-0.01552329691985092,0.14500069618225098,-0.14175824206279605,-0.004931552322998281,-0.0014270224610607634,-0.006358573668334611,0.004333349466323853,-0.0013333249092102061
Ailerons,3,300,TabPFN,0.017333327929178872,0.008749829901640785,0.00036970195665723683,3.4238810539245605,0.008380119625116556,-0.0009926494490355286,0.001426903829900158,0.0004342543808646293,0.027333351771036785,0.04466667970021566
Ailerons,3,425,BetterCatBoost,0.008705873769872328,0.007006782249053522,0.0035371353074750145,7.346664905548096,0.003469646941578486,0.0006836673954518369,0.0005948747333993865,0.0012785432083088633,0.019294132905847885,0.028000006675720213
Ailerons,3,425,CheapBetterLGBMClassifier,0.015058816461002125,0.004792574059594029,0.0012980752480578172,1.5865836143493652,0.0034944988115362396,-0.00027406506902386273,0.0006662725871592557,0.00039220859759303144,0.02564707559697768,0.0407058920579798
Ailerons,3,425,XT,0.008705874330857222,-0.07666745330359671,-0.028888087630951752,3.257570266723633,-0.047779365672644916,-0.011777778857235428,-0.0009084193801112445,-0.012686197157889026,0.018352956771850587,0.027058831102707803
Ailerons,3,425,RF,0.0009411671582390281,-0.04103152920949736,-0.023234865407009787,4.328253984451294,-0.017796663802487574,-0.009743765785339992,-0.0008221187265164658,-0.010565883432398823,0.01105883794672349,0.012000005104962515
Ailerons,3,425,tabICL,0.01058822940377628,0.008049039332213532,0.005436762702723519,3.5478768348693848,0.002612268170797538,0.0011963650430826505,0.0005261164295884246,0.001722481472671082,0.02117648853975184,0.03176471794352812
Ailerons,3,425,PartitionWise,-0.00964706729440128,-0.039574743496457676,-0.002948470078850296,0.15625619888305664,-0.036626273417607366,-0.0007734856456033612,-0.0015938248337351996,-0.0023673093998809206,0.0009411918415742765,-0.008705875452827003
Ailerons,3,425,TabPFN,0.011058817751267377,0.0015716198721307639,0.002221413070572542,3.232985019683838,-0.0006498016571342358,0.0002190102768294927,0.00023917287735350236,0.00045818315418299783,0.021647076887242933,0.03270589463851031
Ailerons,3,602,BetterCatBoost,0.03375618896044319,0.03871685186968432,0.02511978182201229,8.959741830825806,0.013597070047672088,0.0071727946441023345,0.0018224386717416274,0.008995235848071562,0.02078100619073085,0.054537195151174035
Ailerons,3,602,CheapBetterLGBMClassifier,0.03687602363342096,0.03539036244598352,0.02200964687250583,1.6413044929504395,0.01338071557347773,0.005858500178749349,0.0019102327638972876,0.007768735474874225,0.02390084086370862,0.06077686449712958
Ailerons,3,602,XT,0.032891174989955155,0.010898453584411915,0.006931819743312151,3.212947130203247,0.003966633841099765,-0.0006883347942416684,0.0007904630325106909,0.00010213077049661956,0.020252080057278153,0.05314325504723331
Ailerons,3,602,RF,0.033075747636067306,0.0065519035829766925,0.011250847463983416,4.193163156509399,-0.004698943881006679,0.0015914432896273257,0.0012054530845462097,0.002796898906401124,0.020604696820590122,0.05368044445665743
Ailerons,3,602,tabICL,0.03758401276979893,0.03702499511782632,0.020582853756493456,3.816511392593384,0.01644213846369067,0.0059318609070032864,0.001976644774247721,0.007908505681251007,0.024608830000086596,0.06219284276988553
Ailerons,3,602,PartitionWise,0.004158386571676606,-0.028338925568694884,-0.006247145998148007,0.14566946029663086,-0.022091779570546876,-0.0015563086458844854,-0.0007770101139659951,-0.0023333162276228834,-0.008816796198035732,-0.0046584096263591265
Ailerons,3,602,TabPFN,0.036607428905720885,0.04090955300253013,0.021754778147172183,3.059539794921875,0.019154771957715755,0.0056532868638650095,0.002313283835468008,0.007966570699333014,0.02363224613600854,0.06023967504172943
Ailerons,3,852,BetterCatBoost,0.054442370498061464,0.052808927529764106,0.03846976958060373,9.525723695755005,0.014339157949160419,0.01003630321108171,0.0022539504480020346,0.01229025674954587,0.03241281057658948,0.08685518107465096
Ailerons,3,852,CheapBetterLGBMClassifier,0.05583280743050092,0.05616151673256864,0.042962542765192444,1.9088311195373535,0.013198973967376149,0.011402091769706149,0.002282264156318342,0.01368435901648661,0.03380324750902893,0.08963605493952984
Ailerons,3,852,XT,0.04362228044415405,-0.00539920542459712,0.01538374275528045,3.581559181213379,-0.02078294817987759,0.002467168564164626,0.0007708480351733161,0.0032380196898000703,0.023111812174422743,0.0667340926185768
Ailerons,3,852,RF,0.04821189169954261,0.007478411685204733,0.029926434635620724,4.66744589805603,-0.022448022950416,0.007417233464978754,0.001413323362926247,0.00883055991836713,0.027706927385451587,0.07591881908499419
Ailerons,3,852,tabICL,0.05585000785306675,0.05250313780402157,0.03830356298243535,4.305788993835449,0.014199574060806953,0.010108355296693048,0.00220771596383369,0.012316071260526732,0.03382044793159476,0.08967045578466151
Ailerons,3,852,PartitionWise,0.017325058032607636,-0.0021210081682172975,0.00021129412279516924,0.15625739097595215,-0.002332302291012456,-5.6928988745269525e-05,-0.0002722230264472908,-0.00032914892473043245,-0.004704501888864345,0.012620556143743291
Ailerons,3,852,TabPFN,0.055841752478130745,0.055085370597220976,0.04011698297929704,3.2117698192596436,0.014968386857144656,0.010409365512653649,0.0022193929074546008,0.012628758420108247,0.03381219255665877,0.08965394503478952
Ailerons,3,1207,BetterCatBoost,0.02915982871032547,0.02781352359805015,0.01429784223138888,8.501925706863403,0.013515681366661304,0.0032881382725401392,0.0020508035493102565,0.005338943262978582,0.0338819128381818,0.06304174154850728
Ailerons,3,1207,CheapBetterLGBMClassifier,0.02709988612892541,0.026725896248444226,0.012005900428118499,2.092338800430298,0.01471999582032577,0.0026303920086719946,0.001994142591040746,0.004624536040840935,0.03182197025678174,0.05892185638570716
Ailerons,3,1207,XT,0.01590479610592637,-0.0392859748193231,-0.001514759686470013,3.4392569065093994,-0.037771215132853066,-0.0017752513372984863,0.0002400908053654116,-0.0015351590908048913,0.021541114821649377,0.037445910927575744
Ailerons,3,1207,RF,0.022127147186669516,-0.022666718500802797,0.0055520434102756646,4.1416335105896,-0.028218761911078406,0.0005633135648348775,0.0010159657372569436,0.0015792807432200185,0.026270718582045792,0.04839786576871531
Ailerons,3,1207,tabICL,0.025843071804702016,0.028785269231186572,0.01590060017698347,4.94841742515564,0.012884661979947355,0.003959110374862812,0.0019100663933872193,0.005869176768250028,0.030565155932558347,0.056408227737260355
Ailerons,3,1207,PartitionWise,-0.0013319267052068029,-0.020728836601246237,-0.0011935553250011165,0.167344331741333,-0.019535281276245053,-0.00025969466717052915,-0.00034692665053423223,-0.0006066198765765779,0.00339015742264953,0.0020582307174427266
Ailerons,3,1207,TabPFN,0.03132025034583558,0.02986342032949064,0.01734866231794039,3.847304582595825,0.012514750937294549,0.004300743264512246,0.00196092367609966,0.006261666940611904,0.03604233447369191,0.06736258481952748
Ailerons,3,1709,BetterCatBoost,0.037453644756215015,0.03998430450830705,0.02377704369622563,10.56704568862915,0.016207260812081438,0.005995934935007383,0.0020947217565809697,0.00809065864408869,0.03388144380343727,0.07133508855965229
Ailerons,3,1709,CheapBetterLGBMClassifier,0.034640625081439544,0.036780745725804226,0.02257290344648154,2.3284170627593994,0.01420784227932268,0.0058418980162978276,0.0019725077590646207,0.007814407727862798,0.031068424128661794,0.06570904921010133
Ailerons,3,1709,XT,0.024639424608015065,-0.004422771271581904,0.007719360102510409,2.4641225337982178,-0.012142131374092268,0.000830835129887389,0.0006203451137097665,0.0014511821960974975,0.020893156831244177,0.04553258143925924
Ailerons,3,1709,RF,0.028619119105604253,0.019093236350410426,0.01653830942424539,2.947270631790161,0.0025549269261650465,0.003964061984359293,0.0010929491392509733,0.005057013076110603,0.02498775235078758,0.05360687145639183
Ailerons,3,1709,tabICL,0.03668963903936025,0.0407056968117154,0.022681448886825883,6.206092119216919,0.01802424280811251,0.005913531505442782,0.0023120182199266428,0.008225549725369425,0.033117438086582504,0.06980707712594275
Ailerons,3,1709,PartitionWise,0.0008785499389104012,-0.004426735393370929,-0.0019939653106689883,0.17026233673095703,-0.0024327700827019294,-0.000429763190767965,-0.00031271862824836796,-0.0007424798665159798,-0.0026936510138673487,-0.0018151010749569475
Ailerons,3,1709,TabPFN,0.03663167439434243,0.04182418273933759,0.024648601715394958,5.452568292617798,0.017175575907165654,0.0065750600740153015,0.002241142654514569,0.008816202728529874,0.03305947344156468,0.0696911478359071
Ailerons,3,2420,BetterCatBoost,0.029917347234142716,0.036234772896474685,0.0187203872023896,11.455931663513184,0.01751438569408511,0.004869593604153002,0.00231279707218974,0.007182392255742684,0.03239670991897583,0.06231405715311854
Ailerons,3,2420,CheapBetterLGBMClassifier,0.03169420676783097,0.03441814603851662,0.01959981965471168,2.7696824073791504,0.014818326383804948,0.005015261396296306,0.002062351809360083,0.007077614785056338,0.03417356945266408,0.06586777622049506
Ailerons,3,2420,XT,0.02462809056289925,0.0010506785835463495,0.005028473964063684,2.202610492706299,-0.003977795380517313,0.0002180379063668192,0.0010628863912153035,0.0012809258769820669,0.02706613072679063,0.05169422128968988
Ailerons,3,2420,RF,0.025743792815641924,0.013369170134353858,0.013119326413303411,2.831176519393921,0.0002498437210504467,0.0030179782185798727,0.0014385750964494653,0.004456554894429263,0.02743803124782468,0.053181824063466596
Ailerons,3,2420,tabICL,0.030082637317909684,0.03434702004414692,0.01731782059023528,7.837843894958496,0.0170291929089456,0.004492473718132975,0.002216854671503124,0.006709328389636102,0.0325620000027428,0.06264463732065248
Ailerons,3,2420,PartitionWise,0.0009090805841871531,-0.0019162582292489127,-0.000524614585021077,0.18976593017578125,-0.0013916436442278578,-0.00011599828997402028,-0.00019259768828212842,-0.00030859439885621285,0.00338844326902027,0.004297523853207423
Ailerons,3,2420,TabPFN,0.032479331907162,0.03762223981366995,0.020113388264689856,6.949515104293823,0.01750884500401405,0.005280006887037153,0.0023782487764885283,0.007658255663525679,0.03495869459199511,0.06743802649915712
Ailerons,3,3428,BetterCatBoost,0.0333182015375068,0.04055238637164983,0.018294132399759078,12.939204692840576,0.02225825397189075,0.004516951155926915,0.002774322678812896,0.007291275156912016,0.039969711834217776,0.07328791337172458
Ailerons,3,3428,CheapBetterLGBMClassifier,0.02897039033096608,0.03642288511692345,0.015410667712590176,3.297048568725586,0.02101221740433328,0.003855391965840879,0.0026314305603220207,0.0064868238483351106,0.03562190062767705,0.06459229095864312
Ailerons,3,3428,XT,0.021211202498919782,0.00019124077824059783,0.0033989071145677065,2.418613910675049,-0.0032076663363270865,-0.000327723855328671,0.0012649415155815968,0.0009372189824251337,0.027395431576506573,0.048606634075426355
Ailerons,3,3428,RF,0.0249718370202405,0.02224134350334637,0.011053358988534457,2.9598162174224854,0.011187984514811932,0.002244330977866335,0.001987649320149376,0.004231981620187916,0.03115674707935271,0.056128584099593204
Ailerons,3,3428,tabICL,0.03194866382343324,0.04014926929318223,0.016656401128265663,10.365085363388062,0.023492860635309885,0.0042459567936337485,0.002802459656435502,0.0070484164500692476,0.03860017412014421,0.07054883794357746
Ailerons,3,3428,PartitionWise,-0.004262952706338456,-0.002075931472033621,-0.000668138314428468,0.20685195922851562,-0.0014077931576051527,-0.00013099424509162018,-0.00020038427008697846,-0.0003313771930063936,0.0023885575903725103,-0.001874395115965946
Ailerons,3,3428,TabPFN,0.03034312278880246,0.04113264104085476,0.0189576883588632,10.120505571365356,0.022174945152384874,0.004866398958900864,0.0026990325859334975,0.007565431544834361,0.03699463308551343,0.06733775587431588
Ailerons,3,4855,BetterCatBoost,0.035901124568235986,0.04720488341887506,0.02288984003108393,14.582054376602173,0.024315043387791148,0.005886115894603328,0.002983074698058194,0.008869192051893415,0.040329572714934266,0.07623069728317025
Ailerons,3,4855,CheapBetterLGBMClassifier,0.03577754065379055,0.047423482949545584,0.02280274360221445,4.230722665786743,0.024620739347331156,0.005873006695102598,0.0029992525626043208,0.008872260716938802,0.04020598880048883,0.07598352945427939
Ailerons,3,4855,XT,0.02904221596604887,0.025290809955371463,0.011695138115072622,2.5848820209503174,0.013595671840298862,0.0022462052005690096,0.002144603186608593,0.004390809846409491,0.033202898711058186,0.06224511467710705
Ailerons,3,4855,RF,0.032070022090947226,0.03285211990093418,0.017357261900748155,3.311659574508667,0.015494858000186023,0.004158309560335566,0.0025043514415576673,0.006662662461125129,0.036354288750401975,0.0684243108413492
Ailerons,3,4855,tabICL,0.034170950600833284,0.04734583397296182,0.022716240786469645,14.504963159561157,0.024629586181535518,0.0059623746356776254,0.002992447126771902,0.008954821762449532,0.038599398747531564,0.07277034934836485
Ailerons,3,4855,PartitionWise,0.0023892772430985643,-0.0009239413706505939,-0.0010034070362195501,0.5735700130462646,7.94656655690007e-05,-0.0002083068379553882,6.4341605587942e-05,-0.00014396377313556364,0.006817725389796844,0.00920700263289541
Ailerons,3,4855,TabPFN,0.035056635967612146,0.04764122824069404,0.023212119507833535,16.37724542617798,0.02442910172790384,0.006133781029554095,0.0029705245692416725,0.009104305598795768,0.039485084114310426,0.07454172008192256
Ailerons,3,6875,BetterCatBoost,0.037570900570262564,0.04991852723359963,0.026026674693100504,16.62896180152893,0.023891852540499137,0.007070968819421872,0.0029119794676398386,0.009982949916192122,0.039243651684847745,0.0768145522551103
Ailerons,3,6875,CheapBetterLGBMClassifier,0.03663999132676558,0.04950255209337386,0.02517970683135943,5.337657690048218,0.024322845262014437,0.0067560663018080115,0.002929620855658141,0.009685688786596569,0.03831274244135076,0.07495273376811634
Ailerons,3,6875,XT,0.031418173044378106,0.02496873982697343,0.014985760147310656,2.8938167095184326,0.009982979679662718,0.0033304129163241438,0.0022056694819807014,0.00553608402743525,0.03326546934301203,0.06468364238739013
Ailerons,3,6875,RF,0.035854536281932484,0.03814680819920342,0.021957604772197138,3.909069299697876,0.016189203427006284,0.005658317562788779,0.00244220766379889,0.008100526855718077,0.037265469013560905,0.07312000529549338
Ailerons,3,6875,tabICL,0.038792719841003416,0.050597317871766,0.02594320210577126,20.886509895324707,0.02465410941139169,0.007012472240626811,0.00298692755315208,0.00999939979377889,0.0404654709555886,0.07925819079659202
Ailerons,3,6875,PartitionWise,0.004029077755321156,-0.00041367893214954153,-7.839460416243504e-05,0.5948092937469482,-0.0003352843279871176,-1.71552187608337e-05,-3.818891611816755e-05,-5.5342505748592893e-05,0.005701828869906339,0.009730906625227496
Ailerons,3,6875,TabPFN,0.038079993091930046,0.05029215385011025,0.02605088460045494,27.425941467285156,0.02424126289505223,0.0070612967925992864,0.0029016083235453905,0.009962905116144682,0.03975274420651523,0.07783273729844527
Ailerons,4,300,BetterCatBoost,0.023333323001861573,0.012907889988674448,0.0033737909445910818,7.975609064102173,0.009534099044083366,-0.0005205646113776829,0.0013501907371367763,0.0008296282690427676,0.01666668017705282,0.04000000317891439
Ailerons,4,300,CheapBetterLGBMClassifier,0.015999988714853922,-0.003472659220160107,0.003709919803980677,1.4297630786895752,-0.007182579024140767,0.0007716197593069796,-0.0006288145359540809,0.00014280736663658394,0.009333345890045166,0.025333334604899088
Ailerons,4,300,XT,0.029999990463256836,-0.00408813057488035,0.015549991330381008,3.347611665725708,-0.019638121905261367,0.003948071930790402,0.0015547756344940946,0.005502849708568168,0.0223333474000295,0.05233333786328633
Ailerons,4,300,RF,0.03433332244555155,-0.01021639447686049,0.006151746675482267,4.319130897521973,-0.016368141152342724,0.0001979978567163268,0.0018255904493089115,0.002023590449308915,0.027666679620742797,0.062000002066294344
Ailerons,4,300,tabICL,0.013333323796590168,0.0017024016101421513,-0.0022929103827216413,3.3033642768859863,0.003995307606385318,-0.0009139631222933487,0.0006190803341693682,-0.0002948827881239874,0.0066666809717814135,0.020000004768371583
Ailerons,4,300,PartitionWise,-0.02533334573109945,-0.09312784958890222,-0.022588126862278707,0.1390366554260254,-0.07053972272662345,-0.005843802201882959,-0.00463164069567981,-0.010475440754279084,-0.0319999885559082,-0.05733333428700764
Ailerons,4,300,TabPFN,0.010999990701675417,0.002509032432040742,0.000963701764172481,3.5126209259033203,0.0015453262813897584,-0.00022081001040835934,0.00017620177219214995,-4.460823821621496e-05,0.004333347876866659,0.015333338578542077
Ailerons,4,425,BetterCatBoost,0.016705873433281393,0.012829927891859072,0.018317329610650503,7.616591930389404,-0.005487401718791396,0.004536043382396273,-0.0006149135737169187,0.003921132193741674,0.006117661981021657,0.02282353541430305
Ailerons,4,425,CheapBetterLGBMClassifier,0.028235285702873675,0.017322269105185105,0.020006881319808333,1.572087287902832,-0.0026846122146232053,0.005918485285968622,-7.906308937730144e-05,0.005839424581653642,0.01764707425061394,0.04588235995348762
Ailerons,4,425,XT,0.02023528491749483,-0.07048795488594647,0.00021134925433308194,3.275916814804077,-0.07069930414027958,-0.0014892572870231074,-0.0014403161105525253,-0.0029295710125133156,0.01105883794672349,0.03129412286421832
Ailerons,4,425,RF,0.028941167102140536,-0.06255088523717608,0.008238225470354571,4.356738090515137,-0.07078911070753066,0.00041863813781349015,-0.001124525260879325,-0.0007058847380035094,0.017882367302389703,0.04682353440453024
Ailerons,4,425,tabICL,0.020235286600449508,0.007864733813040281,0.009153761803704053,3.524479389190674,-0.0012890314516390943,0.001947371736168857,9.367493950240835e-05,0.0020410466756712736,0.009647075148189767,0.029882361748639275
Ailerons,4,425,PartitionWise,-0.011294129315544578,-0.07531509488727614,-0.01460510894478898,0.1464838981628418,-0.06070998594248721,-0.003992646462213842,-0.0017436007560463844,-0.005736244833197904,-0.021882340767804313,-0.03317647008334889
Ailerons,4,425,TabPFN,0.028470580998589012,0.016640222867222294,0.015670009020097013,3.2628591060638428,0.0009702103861499223,0.0035703994224176696,0.0003475448315250956,0.003917944253942767,0.017882369546329276,0.04635295054491828
Ailerons,4,602,BetterCatBoost,0.024527537830933394,0.021317542594714682,0.0055316907611092925,8.657618761062622,0.015785851833605435,0.0007777096517368159,0.0018770150065893804,0.0026547264712623252,0.02321902172788772,0.04774655955882111
Ailerons,4,602,CheapBetterLGBMClassifier,0.022701092700656123,0.012554855504359624,0.0045842405050627475,1.7109348773956299,0.007970614999296893,0.0008518365281509094,0.0011081806364833773,0.00196001897757041,0.02139257659761045,0.04409366929826657
Ailerons,4,602,XT,0.02123552799717454,-0.0012935568896771444,-0.003634193788105472,3.268406629562378,0.002340636898428333,-0.0026882656635636103,0.0005612178075107652,-0.0021270460431167234,0.018596433064497535,0.03983196106167207
Ailerons,4,602,RF,0.025750678996080866,0.002416257488972401,0.0030514783029597483,4.176469802856445,-0.0006352208139873694,-0.00015910833267900049,0.0006753544772383491,0.0005162479574954582,0.025596432746606095,0.051347111742686954
Ailerons,4,602,tabICL,0.02755508714963582,0.030211447411173646,0.012169543099484276,3.724203586578369,0.018041898660675244,0.002788996302969142,0.0018086380368526292,0.004597634339821771,0.02624657104659015,0.05380165819622597
Ailerons,4,602,PartitionWise,-0.006147394690960236,-0.007293596409160791,-0.005285752532253473,0.1552133560180664,-0.002007843876907328,-0.001206975437099278,-0.0002945428459345409,-0.0015015164700976941,-0.0074559107940059075,-0.013603305484966141
Ailerons,4,602,TabPFN,0.028548199939990505,0.03135275342902946,0.012199190160700707,3.0482051372528076,0.019153557617314625,0.002596517793664881,0.00200347396057335,0.0045999917542382295,0.027239683836944834,0.05578788377693533
Ailerons,4,852,BetterCatBoost,0.04300790177697285,0.03702198939235367,0.025495371605128936,8.743108987808228,0.011526617787224741,0.00624931482655468,0.0016114169280609658,0.00786073440945204,0.028044045329873073,0.07105194710684594
Ailerons,4,852,CheapBetterLGBMClassifier,0.038225652287413994,0.03292301760046098,0.02027518838009098,1.8876872062683105,0.01264782922037,0.0046005577021172835,0.001674871857810034,0.006275432214763721,0.023261795840314216,0.06148744812772822
Ailerons,4,852,XT,0.035500506285256354,0.014346618662927402,0.012550550648380631,3.5633885860443115,0.0017960680145467256,0.0013360854849029298,0.0006077093812450945,0.0019437975209844083,0.019243907871876218,0.05474441415713258
Ailerons,4,852,RF,0.038205701006537335,0.02762246559620436,0.02466780076926791,4.652594804763794,0.002954664826936465,0.006016874614589893,0.0011756042709748643,0.007192481540401155,0.023362243344458182,0.06156794435099552
Ailerons,4,852,tabICL,0.04608255102661495,0.03646897353241403,0.02277242712746891,4.519640922546387,0.013696543976636477,0.005183259647231939,0.0017547011558286447,0.006937960803060581,0.03111869457951517,0.07720124560613013
Ailerons,4,852,PartitionWise,0.011711715197784614,-0.018237341375543347,-0.0015212107681945141,0.16632914543151855,-0.016716130607348854,-0.0005905684897161645,-0.0007629323466823185,-0.0013534981815620766,-0.0032521412493151645,0.008459573948469447
Ailerons,4,852,TabPFN,0.040800129425743,0.04225840686635477,0.028543438495785688,3.3732807636260986,0.013714965942260465,0.0074054002552765815,0.0017058580116308814,0.009111258266907457,0.025836272978643233,0.06663640240438624
Ailerons,4,1207,BetterCatBoost,0.027245283475943682,0.028377770520994182,0.007142560832333477,9.290874719619751,0.021235209688660727,0.0011468485176848175,0.00257594124452023,0.003722791305028517,0.03031790427949701,0.05756318775544069
Ailerons,4,1207,CheapBetterLGBMClassifier,0.028398536187435493,0.03045332449657967,0.010115263196558255,2.089892864227295,0.020338061300021425,0.0021011609212427313,0.0023954853397231217,0.004496647803789328,0.03147115699098882,0.05986969317842432
Ailerons,4,1207,XT,0.02037206351857205,0.0007463932811612062,-0.011939621215499806,3.467040538787842,0.012686014496661046,-0.0051226914749626625,0.0017418502455239764,-0.003380839686615214,0.02427147332910917,0.04464353684768123
Ailerons,4,1207,RF,0.022187844712173107,0.008003840514695626,-0.0016624566290498687,3.914182424545288,0.009666297143745483,-0.002165711909408977,0.0016266697723653855,-0.0005390405942201165,0.027330010159508422,0.049517854871681526
Ailerons,4,1207,tabICL,0.02360034844360333,0.02279800455561907,0.005059503942306453,5.157480955123901,0.017738493928335698,0.0008981758080584323,0.002093875376911103,0.002992051184969538,0.026672969247156657,0.05027331769075999
Ailerons,4,1207,PartitionWise,0.000987955115671401,-0.004166140021110298,-0.0005207243671618178,0.16860318183898926,-0.0036454156539484917,-0.00012264971477567722,-0.0005141271066854469,-0.0006367752786376524,0.004060575919224726,0.005048531034896128
Ailerons,4,1207,TabPFN,0.02145536035337115,0.024341845548059637,0.005467274681134282,3.997358560562134,0.01887456418194843,0.0009375247963586353,0.0021585010115717255,0.0030960258079303555,0.02452798115692447,0.04598334151029562
Ailerons,4,1709,BetterCatBoost,0.03769030810420563,0.04425123655447909,0.023214075282994396,10.418480396270752,0.021037161271484705,0.006279661655123206,0.0026880433382720143,0.008967706549505216,0.04054742580485519,0.07823773390906082
Ailerons,4,1709,CheapBetterLGBMClassifier,0.033596569219047454,0.040539385591352,0.021417000938254816,2.3709425926208496,0.019122384653097145,0.005490032068466225,0.002531311886459825,0.008021345511036043,0.03645368691969702,0.07005025613874447
Ailerons,4,1709,XT,0.025805071442826115,0.014321357548116276,0.003974034446081176,2.521876096725464,0.010347323102035077,-0.0006245003642251056,0.0016048290933386472,0.0009803302852235463,0.02995096802480473,0.055756039467630844
Ailerons,4,1709,RF,0.02931487233786244,0.027826235917846665,0.015159979102896936,2.955169200897217,0.012666256814949716,0.0035149604769731417,0.002077950040596549,0.005592912073679693,0.03328550177579211,0.06260037411365457
Ailerons,4,1709,tabICL,0.038153857815069595,0.045934381394338045,0.022585432956723196,6.2852396965026855,0.023348941803497357,0.005975366977255767,0.002874176027338707,0.00884954300459447,0.04101097551571916,0.07916483333078875
Ailerons,4,1709,PartitionWise,-0.007719992897858112,-0.004437634127283119,-0.0012529293275885035,0.1748809814453125,-0.003184704799694593,-0.00026829648457759036,-0.0004898923617410484,-0.0007581872902086395,-0.004862875197208551,-0.012582868095066663
Ailerons,4,1709,TabPFN,0.03581639174966422,0.04670067959804861,0.023481159167963582,5.4531614780426025,0.02321951379596755,0.0060805604514090755,0.00288186217217086,0.008962422623579932,0.03867350945031378,0.07448990119997803
Ailerons,4,2420,BetterCatBoost,0.029380155939701176,0.031308699442806044,0.017006137356884155,11.632946491241455,0.014302562085921854,0.004119729832971294,0.0018761114855088217,0.0059958432036001565,0.02690084093858388,0.05628099687828505
Ailerons,4,2420,CheapBetterLGBMClassifier,0.03008263564306842,0.03076085741824206,0.01699613614903389,2.642385959625244,0.013764721269208236,0.004134832597636173,0.0018185813382507715,0.005953415821006988,0.02760332064195113,0.05768595628501956
Ailerons,4,2420,XT,0.02433883380298772,0.007978390023088866,0.00319768729848533,2.3058760166168213,0.004780702724603592,-0.0009713838869565894,0.0009830697402243183,1.1687738387763935e-05,0.02202480780191658,0.0463636416049043
Ailerons,4,2420,RF,0.027809907828480744,0.01914794997703344,0.011960291456901261,2.7719507217407227,0.007187658520132178,0.0021198649652013567,0.0011966234592325708,0.003316490309553971,0.024710757771799385,0.05252066560028014
Ailerons,4,2420,tabICL,0.03359503347026415,0.033851199329443284,0.018105139267037572,7.75843071937561,0.015746054687704004,0.004327393378600603,0.0019890915398357994,0.006316484918436399,0.031115718469146857,0.064710751939411
Ailerons,4,2420,PartitionWise,-0.006404969564154128,-0.00490298037432253,-0.0025469414060378505,0.18804383277893066,-0.0023560389682845905,-0.0005317120443415785,-0.0003787221833775389,-0.0009104323425990768,-0.008884284565271426,-0.015289254129425552
Ailerons,4,2420,TabPFN,0.031942141499401125,0.03600457176224703,0.020505041666820868,6.802038669586182,0.015499524720724444,0.005169281563606143,0.0018970399573646323,0.007066321520970776,0.02946282649828383,0.06140496799768495
Ailerons,4,3428,BetterCatBoost,0.03503338054638433,0.04353207470929488,0.02222753721881706,14.484168529510498,0.021304537490477816,0.005797698238025878,0.00255131261334699,0.008349012587017885,0.034978500257664046,0.07001188080404838
Ailerons,4,3428,CheapBetterLGBMClassifier,0.03573594022158935,0.04318723265775909,0.021944093677297404,3.4906575679779053,0.021243138980461686,0.0056297013877076195,0.0026027525136019247,0.008232455636954576,0.035681059932869075,0.07141700015445843
Ailerons,4,3428,XT,0.03313889014662823,0.022360510178304472,0.01163952679046184,2.401355504989624,0.010720983387842654,0.0018674921721718418,0.001983292436525058,0.003850786344341925,0.03247227534136458,0.0656111654879928
Ailerons,4,3428,RF,0.03258448577110346,0.02956424213399732,0.01579218517513007,2.966439723968506,0.013772056958867263,0.003456162134977958,0.0020142640268295876,0.0054704278974525705,0.03150881395405721,0.06409329972516067
Ailerons,4,3428,tabICL,0.03804008502177434,0.046407500970497326,0.023418303507502125,10.485015392303467,0.022989191516118845,0.0059665951076404685,0.0027439346758647205,0.008710529783505186,0.03798520473305405,0.07602528975482839
Ailerons,4,3428,PartitionWise,-0.005663095508977764,-0.0033120251821493695,-0.001302058284749008,0.20149469375610352,-0.0020099668974003725,-0.0002793714588400775,-0.00032817002270496277,-0.0006075397459000071,-0.005717975797698049,-0.011381071306675813
Ailerons,4,3428,TabPFN,0.036669567492680424,0.04655990025099688,0.023955723086606363,10.326005220413208,0.02260417121751418,0.006240992055884126,0.0026052533379153004,0.008846245393799421,0.03661468720396014,0.07328425469664057
Ailerons,4,4855,BetterCatBoost,0.0363130704750116,0.044469080148528385,0.02421646839134837,13.559628248214722,0.020252611757180017,0.006281124662238758,0.002507369270881421,0.008788495722525585,0.035386214811205255,0.07169928528621686
Ailerons,4,4855,CheapBetterLGBMClassifier,0.037693090910278074,0.044774662413988794,0.024449695757720647,4.34917688369751,0.020324966656268116,0.006326240643946618,0.0025599950713915964,0.008886237504743617,0.03676623524647172,0.0744593261567498
Ailerons,4,4855,XT,0.03116373988798792,0.02211629657116789,0.013675091181669752,2.6263749599456787,0.008441205389498153,0.0029680952468687737,0.001776210591873914,0.004744307628148087,0.030236883978642347,0.06140062386663027
Ailerons,4,4855,RF,0.03283212261023163,0.03194216822331611,0.018060304390675762,3.3591582775115967,0.01388186383264034,0.004370633294700332,0.00211411195358579,0.006484747037691516,0.03264677038399002,0.06547889299422165
Ailerons,4,4855,tabICL,0.0371987566766238,0.04776966363465046,0.026176643129038578,14.199302911758423,0.02159301476452461,0.006856023076726036,0.0026166392929939638,0.009472662369720001,0.03627190101281745,0.07347065768944123
Ailerons,4,4855,PartitionWise,-0.0004325550690247277,-0.001548527973987779,-0.0003061503867288762,0.5780653953552246,-0.001242377587258936,-7.312533561710244e-05,-0.0001979791380796042,-0.00027110268429131334,-0.001359410732831081,-0.0017919658018558083
Ailerons,4,4855,TabPFN,0.036580837399043706,0.046942411463688896,0.025837963148801334,16.217020273208618,0.021104442573800293,0.006781775524492556,0.0025680513080780787,0.009349826832570626,0.03565398173523735,0.07223481913428106
Ailerons,4,6875,BetterCatBoost,0.0352581728848544,0.044537154617903404,0.023073985364193993,15.773778438568115,0.0214631692537094,0.006039460459315818,0.0026570484951078193,0.008696510574586255,0.03707637854489413,0.07233455142974853
Ailerons,4,6875,CheapBetterLGBMClassifier,0.03537453661831942,0.04423540369233866,0.022343980268146445,5.19078803062439,0.021891423424192213,0.005773098468373908,0.002689446222543851,0.00846254631108038,0.037192742278359156,0.07256727889667858
Ailerons,4,6875,XT,0.027578173134543683,0.016006999221867636,0.008211863081887694,2.9797112941741943,0.007795136139979908,0.001121056965695963,0.0016431078747868783,0.0027641664606454647,0.029716378524086696,0.05729455165863038
Ailerons,4,6875,RF,0.03160726372111928,0.02591886179742412,0.015030015451776135,4.066222190856934,0.010888846345647995,0.0032746682788272726,0.002139983834382836,0.005414653733372734,0.03354183276783336,0.06514909648895265
Ailerons,4,6875,tabICL,0.03579635625319048,0.04434863293785313,0.023336233187408916,20.584481477737427,0.021012393361513393,0.005970922848853194,0.002622970569225741,0.008593893418078941,0.037614561913230204,0.07341091816642067
Ailerons,4,6875,PartitionWise,0.0007127179405905983,-0.0008101135887126464,-0.00016062338316581438,0.5974810123443604,-0.0006494902055467988,-3.806675424739836e-05,-0.00010220493230008731,-0.00014027006638486772,0.0025309236006303263,0.003243641541220925
Ailerons,4,6875,TabPFN,0.03479272034384988,0.0456893902752477,0.024189874559786127,27.424306392669678,0.021499509326530757,0.006385669816624029,0.0026208878418442715,0.009006557658468306,0.036610926003889606,0.07140364634773948
Ailerons,5,300,BetterCatBoost,0.03466665506362915,0.011906081342722679,0.010380000903731413,7.570716142654419,0.0015260804389912951,0.0016602349797778,0.0002784514359693485,0.0019386893810782332,0.014666678905487063,0.04933333396911621
Ailerons,5,300,CheapBetterLGBMClassifier,0.02266665538152059,-0.002187970975264397,-0.0045230337458066925,1.4077134132385254,0.0023350627705422955,-0.0022361587265691376,0.0004000221804331752,-0.00183613358080488,0.002666679223378498,0.025333334604899088
Ailerons,5,300,XT,0.028999989430109663,-0.03590389117259377,-0.011792355370410046,3.322186231613159,-0.024111535802183653,-0.007371002965331072,-0.00086204000236811,-0.00823304000236812,0.010333346128463745,0.0393333355585734
Ailerons,5,300,RF,0.03566665609677632,-0.01359640381233973,0.0008820982922529419,4.273311376571655,-0.01447850210459265,-0.0027921881505162728,-0.0007423362986643964,-0.003534521483849587,0.016333345969518027,0.05200000206629436
Ailerons,5,300,tabICL,0.038333322604497275,0.020739698403492723,0.012342988055953286,3.3418996334075928,0.008396709107771677,0.002551646192247667,0.0010517885412931083,0.0036034347335407737,0.018333346446355182,0.05666666905085246
Ailerons,5,300,PartitionWise,0.012666651407877604,-0.059276775549428076,-0.008917873514893671,0.14656829833984375,-0.05035890203453439,-0.0025492819976402625,-0.002121820813802522,-0.004671099846111709,-0.007333324750264486,0.00533332665761312
Ailerons,5,300,TabPFN,0.04466665665308635,0.028970591556724323,0.01936476312777292,3.3577849864959717,0.00960582718918363,0.005114670541758334,0.0016082289096584616,0.0067228994514168,0.024666680494944256,0.06933333714803061
Ailerons,5,425,BetterCatBoost,0.05176469522363999,0.038187472458214286,0.03171083800280598,8.130676031112671,0.006476634455408326,0.00804969703498556,0.0010901697875587701,0.009139870078009763,0.027058836712556728,0.07882353193619672
Ailerons,5,425,CheapBetterLGBMClassifier,0.05105881326338825,0.0426716699675934,0.030170158247743772,1.6457931995391846,0.012501511719849668,0.006959933996658887,0.0016100961339586633,0.008570033386082998,0.02635295475230497,0.07741176801569322
Ailerons,5,425,XT,0.035529401162091426,-0.03599049382390459,0.005347817257500764,3.247223377227783,-0.0413383110814054,-0.0011476372423935622,-0.0007306960659229644,-0.001878330052851071,0.010117660129771514,0.04564706129186293
Ailerons,5,425,RF,0.039529399871826174,-0.007033492826984389,0.022359029251551775,4.336605787277222,-0.02939252207853619,0.005664911777214285,6.865033930578967e-05,0.005733565371985527,0.013882364665760713,0.05341176453758689
Ailerons,5,425,tabICL,0.049176460995393634,0.0352519824225615,0.02346843645208302,3.4596035480499268,0.011783545841314524,0.0052698986626723236,0.0017733671719393246,0.007043265834611648,0.02447060248431037,0.07364706347970403
Ailerons,5,425,PartitionWise,0.006117633370792163,-0.042357000153674516,-0.00856130247925443,0.14637017250061035,-0.033795697674420186,-0.0024539308744162434,-0.001628852705793052,-0.00408278032474384,-0.018588225140291105,-0.012470591769498936
Ailerons,5,425,TabPFN,0.04729410760542925,0.0328754689688132,0.023916547169267423,3.1877291202545166,0.008958921670381804,0.0052548206707133975,0.0014897853827663815,0.006744606053479774,0.02258824909434599,0.06988235669977524
Ailerons,5,602,BetterCatBoost,0.03561982540388081,0.031393877922736554,0.01923749444676328,8.6483154296875,0.012156383475973337,0.0051961541486949024,0.0016617928676915111,0.006857949030588275,0.031046846490917785,0.0666666718947986
Ailerons,5,602,CheapBetterLGBMClassifier,0.03296004634422376,0.02420183916539253,0.015265075239950993,1.8392033576965332,0.008936763925441599,0.003740432346482464,0.0012334624442157354,0.004973896804900046,0.02838706743126073,0.061347113775484484
Ailerons,5,602,XT,0.03030715235829682,0.004889550172312096,0.007587147684870871,3.2252912521362305,-0.002697597512558736,0.000580941358923337,0.0017399875786968278,0.0023209309518220115,0.027900839833845448,0.05820799219214227
Ailerons,5,602,RF,0.03098621587779568,0.015194708970193843,0.01719246536946977,4.189932346343994,-0.001997756399275852,0.0042428157084795125,0.0016680636423638013,0.005910881365045149,0.028239682889838517,0.0592258987676342
Ailerons,5,602,tabICL,0.03533745657478153,0.028956821942320726,0.012870144933289713,3.7745742797851562,0.01608667212844093,0.0032988630128208546,0.0021876512212060926,0.005486514234026944,0.03076447766181851,0.06610193423660005
Ailerons,5,602,PartitionWise,-0.009305798045203048,-0.007063317815046166,-0.005692075559472204,0.1421644687652588,-0.00137124225557394,-0.0012984259798470455,-0.00046546269902908585,-0.001763886664674283,-0.013878776958166075,-0.023184575003369123
Ailerons,5,602,TabPFN,0.03294765044178188,0.03854385182279629,0.01875510266861637,2.988471746444702,0.019788744273589842,0.005012299588999456,0.0023455333781221012,0.007357832967121553,0.02837467152881885,0.061322321970600724
Ailerons,5,852,BetterCatBoost,0.020302022390854414,0.013641876863751368,0.004378671194026529,8.8828866481781,0.00926320566972485,0.0006292549413433018,0.001469969927083492,0.002099225645449042,0.03579568228362391,0.05609770467447833
Ailerons,5,852,CheapBetterLGBMClassifier,0.012099752010329713,0.010122279653458948,0.004359390315001338,1.8570952415466309,0.005762889338457616,0.0007585449717162421,0.000942127040049906,0.001700672788788407,0.02759341190309922,0.03969316391342892
Ailerons,5,852,XT,0.015506013013014977,-0.019791003801778416,-0.0041717821834642175,3.581869602203369,-0.015619221618314232,-0.0027338646305558696,0.0007802115075016963,-0.001953652346031921,0.03217270324186726,0.047678716254882236
Ailerons,5,852,RF,0.018432740620579306,-0.008254857483605688,0.00038627580535587346,4.693593978881836,-0.008641133288961517,-0.0011229033493572293,0.0013509691423295028,0.00022806656999452973,0.03498109576789875,0.053413836388478055
Ailerons,5,852,tabICL,0.017148945658814675,0.011951040106748013,0.005202409050758338,4.345081806182861,0.00674862143960645,0.0009534934601811527,0.0013802099626235033,0.0023337034228046614,0.03264260555158418,0.049791551210398854
Ailerons,5,852,PartitionWise,-0.009981431004760764,-0.007835765525683108,-0.002392931038466467,0.1615917682647705,-0.005442834487216613,-0.0005155945279860894,-0.0006974156973131987,-0.0012130094482770317,0.005512228888008739,-0.004469202116752023
Ailerons,5,852,TabPFN,0.015256960627382302,0.015890553399936502,0.005144263398307869,3.1934053897857666,0.010746280385245405,0.0010519004880928356,0.001805149506962553,0.0028570499950553913,0.030750620520151806,0.04600758114753411
Ailerons,5,1207,BetterCatBoost,0.02669626574290477,0.04980406713378595,0.017983462597570214,9.12887978553772,0.03182060453621578,0.005064362702631055,0.003757494249227805,0.008821857322120982,0.04878743872230941,0.07548370446521417
Ailerons,5,1207,CheapBetterLGBMClassifier,0.023958705440518754,0.04510186056478868,0.01538096280166128,2.165381669998169,0.029720897763127436,0.004065242931254103,0.003609968272622223,0.007675211574138453,0.04604987841992339,0.07000858386044213
Ailerons,5,1207,XT,0.018401968564595063,0.022502411201876793,0.0049322088213113015,3.5797719955444336,0.017570202380565524,0.0006668031991932763,0.0028334249428463355,0.0035002285123017286,0.03991360023782796,0.058315568802423036
Ailerons,5,1207,RF,0.020230095013518756,0.021989308537166012,0.010019757837432964,4.502447843551636,0.011969550699733105,0.002478298118206118,0.0031412880324370716,0.005619586520905308,0.043898717108456664,0.06412881212197542
Ailerons,5,1207,tabICL,0.02553478365126618,0.05115290281536737,0.016596449902396483,5.041832447052002,0.0345564417395528,0.004518160074347565,0.003971076364943029,0.0084892364392906,0.04762595663067081,0.073160740281937
Ailerons,5,1207,PartitionWise,-0.001742057897423133,-0.003530223634184493,-0.00024772611691539217,0.16585731506347656,-0.0032824975172690896,-4.811662171115838e-05,-0.00020241390218349865,-0.0002505301536325444,0.020349115081981495,0.01860705718455837
Ailerons,5,1207,TabPFN,0.02744452617511898,0.052583012550289986,0.01792795492502804,3.9002902507781982,0.03465504645184385,0.00496166161651485,0.0039722748784670305,0.008933936494981877,0.04953569915452362,0.07698022532964259
Ailerons,5,1709,BetterCatBoost,0.024628964297365975,0.03221196845978137,0.014643965924015812,9.52293872833252,0.017568002535765542,0.0036571040310045683,0.0024555603649905056,0.006112665301851489,0.03803297709499552,0.06266194139236149
Ailerons,5,1709,CheapBetterLGBMClassifier,0.025156481090492074,0.03226055354482485,0.012865659904058968,2.3227438926696777,0.01939489364076593,0.0031260269916303903,0.0025976518454437964,0.005723679742930613,0.038560493888121626,0.0637169749786137
Ailerons,5,1709,XT,0.014562939688607047,-0.019520657035708378,-0.0005082038156442481,2.6821582317352295,-0.01901245322006413,-0.0013186310671181646,0.0010368679143966635,-0.00028176224686507766,0.027030936759994784,0.04159387644860184
Ailerons,5,1709,RF,0.01655758786905967,0.01108901268932283,0.006277754062141538,3.0049960613250732,0.004811258627181292,0.0011891825148436952,0.0013318340442863897,0.0025210174649865106,0.0289082828596945,0.045465870728754174
Ailerons,5,1709,tabICL,0.028672114184154975,0.03329372194184683,0.011004920861935785,6.067560434341431,0.022288791956691457,0.002537685289315325,0.002871479107786695,0.005409164397102021,0.04207612698178452,0.0707482411659395
Ailerons,5,1709,PartitionWise,0.0012285806247467623,0.0004126598250422275,-0.0004144456781628447,0.17628788948059082,0.0008271055032050501,-9.307275512595026e-05,0.0001868516794430647,9.377983017353487e-05,0.01463259342237631,0.015861174047123075
Ailerons,5,1709,TabPFN,0.025337752206289837,0.03451685335314013,0.013747685192752624,5.213954925537109,0.02076915903716789,0.0033407230007113818,0.0026040909637335156,0.005944813964444897,0.03874176500391939,0.06407951721020923
Ailerons,5,2420,BetterCatBoost,0.029834703275980045,0.04518776979824554,0.020619531077963903,12.250152826309204,0.024568238720281677,0.005517878906197071,0.0030141843110339573,0.008532064389004163,0.03892563620874705,0.06876033948472708
Ailerons,5,2420,CheapBetterLGBMClassifier,0.0276032987704947,0.04275503346945512,0.01965592565227652,2.792499542236328,0.023099107817178655,0.005211425035441008,0.0028105744606025966,0.008022000667816748,0.0366942317032617,0.06429753047375639
Ailerons,5,2420,XT,0.023264455154907604,0.014609419772679632,0.007825676406597527,2.251105785369873,0.006783743366082129,0.000917060352561122,0.0019211879925978476,0.0028382495169320954,0.03210745394722489,0.0553719091021325
Ailerons,5,2420,RF,0.028057843151171345,0.01755346255570585,0.012417161587519954,2.7691867351531982,0.005136300968185936,0.0025483367529284236,0.0023479097556832473,0.004896247680384813,0.0360330733385953,0.06409091648976664
Ailerons,5,2420,tabICL,0.03099172923190534,0.04759289745206376,0.022753489698927182,7.825904846191406,0.02483939964781807,0.0064201592814084885,0.003073727097130996,0.009493886378539484,0.04008266216467235,0.0710743913965777
Ailerons,5,2420,PartitionWise,-0.008305792916904796,-0.0017589963105440476,-0.0004840768309361754,0.19507646560668945,-0.001274919479607861,-8.96401198815483e-05,-0.00017813983016557732,-0.00026777877827398875,0.0007851400158622047,-0.007520652901042592
Ailerons,5,2420,TabPFN,0.030909084978182455,0.05221692824176979,0.024806881650840867,6.951198577880859,0.02741003848561043,0.007068112852775357,0.0032617652154262626,0.010329878068201629,0.040000017910949454,0.07090910288913191
Ailerons,5,3428,BetterCatBoost,0.028850410368668263,0.037944995902907154,0.016269146483772444,12.379937410354614,0.021675849419134696,0.004090820693776742,0.002678197501901486,0.00676901939207934,0.03754188576507918,0.06639229613374745
Ailerons,5,3428,CheapBetterLGBMClassifier,0.02809179676679812,0.03713652430293711,0.0157312034975833,3.27665114402771,0.021405320805353845,0.003907601131643989,0.0027063295660431723,0.006613931894088279,0.03678327216320903,0.06487506893000713
Ailerons,5,3428,XT,0.021293303069896664,0.0016004862854593794,0.00417195322130306,2.4168224334716797,-0.002571466935843669,8.221976357739025e-06,0.0013637168820016087,0.0013719400547604593,0.02943079984321772,0.05072410291311439
Ailerons,5,3428,RF,0.022462037299876798,0.02512578015234681,0.010422728727701025,2.9325649738311768,0.014703051424645796,0.002199602874354756,0.001990074761406416,0.0041896788321622806,0.031153129296472154,0.05361516659634895
Ailerons,5,3428,tabICL,0.028675697202293442,0.03907111568648797,0.016138667465885527,10.070621252059937,0.02293244020955726,0.004211168442437877,0.0028303459545277352,0.0070415143969656206,0.037367172598704354,0.06604286980099779
Ailerons,5,3428,PartitionWise,-0.0015170180838420249,-0.001107242815912357,-0.0004904495858307877,0.20188474655151367,-0.0006167932300815693,-0.00010951730645454572,-8.565136696576936e-05,-0.00019516747701920357,0.007174457312568884,0.00565743922872686
Ailerons,5,3428,TabPFN,0.0267506053303072,0.04125733159943584,0.0177389489810295,9.716984510421753,0.023518374607361114,0.004762970163049668,0.0028436266422973756,0.007606596805347046,0.0354420807267181,0.06219268605702531
Ailerons,5,4855,BetterCatBoost,0.034644688047414954,0.04701451939050373,0.02361641131035892,13.73103380203247,0.023398108080144798,0.006568154705385701,0.0028835606803718937,0.009451716743397634,0.040720921981960805,0.07536561002937575
Ailerons,5,4855,CheapBetterLGBMClassifier,0.032070022778457025,0.04342241498201313,0.021429865128610715,4.099205017089844,0.021992549853402443,0.005742715426451883,0.002769006590200765,0.00851172337429269,0.03814625671300289,0.07021627949145992
Ailerons,5,4855,XT,0.021812556111603883,0.013301077071965938,0.009328024919915568,2.5982065200805664,0.003973052152050405,0.00192829707467487,0.001641399260279633,0.0035696976925945396,0.028444917440168895,0.05025747355177278
Ailerons,5,4855,RF,0.02848608817916697,0.028951124701869873,0.015406617758221585,3.3322689533233643,0.013544506943648315,0.0038920091698802757,0.0023194539576134265,0.00621146448513373,0.0352008388167675,0.06368692699593446
Ailerons,5,4855,tabICL,0.03398557485193474,0.046583890768060104,0.02302979830759746,14.159642219543457,0.023554085066623105,0.006472452387911959,0.0029521782290281573,0.009424630616940119,0.04006180878648061,0.07404738363841534
Ailerons,5,4855,PartitionWise,0.0007002973409195025,2.4142107327929097e-06,0.0002911016773730291,0.5639965534210205,-0.00028868746664023615,5.587000591814051e-05,-1.8821128117979535e-05,3.7050235440203025e-05,0.006776531275465363,0.007476828616384865
Ailerons,5,4855,TabPFN,0.03283212511473164,0.04869240283325206,0.023969733446458953,15.911009073257446,0.024722661992953553,0.006835379021627836,0.002998638480646143,0.009834017502273973,0.038908359049277495,0.07174048416400913
Ailerons,5,6875,BetterCatBoost,0.03287271940057927,0.04828244393691787,0.023338431415693296,15.784626483917236,0.024944012521224558,0.006682493567868669,0.0030120842624825088,0.00969457908283442,0.04065456142425537,0.07352728082483465
Ailerons,5,6875,CheapBetterLGBMClassifier,0.0311272647857666,0.044822858936974,0.02191978972519578,4.996602773666382,0.022903069211778204,0.00614048072717509,0.0028137442876578155,0.008954226267316146,0.03890910680944269,0.07003637159520928
Ailerons,5,6875,XT,0.02465453732230446,0.02199571680096577,0.009471837398159367,2.835261821746826,0.01252387940280636,0.0019135017778197899,0.0021643446061026137,0.0040778476364056486,0.032756379075483844,0.0574109163977883
Ailerons,5,6875,RF,0.02807271881103516,0.03144500690113757,0.015304268207444394,3.893660545349121,0.016140738693693157,0.003990954707112718,0.002436585414183423,0.006427541373779383,0.035607287840409715,0.06368000665144487
Ailerons,5,6875,tabICL,0.03186908404610374,0.0479034047871736,0.02250077247394767,20.32028865814209,0.02540262451685722,0.006354059157181869,0.003025987933348456,0.009380047090530325,0.03965092606977983,0.07152001011588358
Ailerons,5,6875,PartitionWise,0.0020654490384188562,0.0003128359240636036,-5.04786266430135e-05,0.5783133506774902,0.000363314550706606,-1.168872464206161e-05,7.299831630727393e-05,6.131084414846e-05,0.009847291062094948,0.011912740100513805
Ailerons,5,6875,TabPFN,0.03130181142633612,0.04943487225825486,0.023623131576370214,25.65764546394348,0.025811732885515935,0.00671130521094257,0.0030439528436666196,0.009755258054609191,0.039083653450012204,0.07038546487634832
Ailerons,6,300,BetterCatBoost,0.03433332403500875,0.03326710149829859,0.02013650855594773,7.954256534576416,0.013130592942350954,0.004881180558866634,0.0014571690289810826,0.006338352347666959,0.017666681210199993,0.05200000524520874
Ailerons,6,300,CheapBetterLGBMClassifier,0.04599999030431112,0.03958534484156973,0.02254172313214505,1.3832974433898926,0.01704362170942477,0.005040576022269991,0.002050458296087296,0.007091037078176515,0.029333347479502357,0.07533333778381347
Ailerons,6,300,XT,0.033999990622202554,0.004252498167642072,0.009046594652142647,3.3800933361053467,-0.0047940964845005095,0.0003307009438844724,0.00011851575869928077,0.0004492194624029819,0.016000014146169028,0.05000000476837159
Ailerons,6,300,RF,0.040333323876063025,-0.003954684490305888,0.0241003145005041,4.3639020919799805,-0.028054998990810032,0.006327700943884472,0.0010597379809215075,0.0073874416846252105,0.022333347400029502,0.06266667127609253
Ailerons,6,300,tabICL,0.02966665863990784,0.017229108427763727,0.01726616157602593,3.3309783935546875,-3.7055174707628644e-05,0.004884138184910019,0.0004246986048747167,0.005308836789784739,0.01300001581509908,0.042666674455006916
Ailerons,6,300,PartitionWise,0.012666652997334799,-0.13497695802397836,-0.017616233660592062,0.14673495292663574,-0.11736072436338615,-0.005127889456900167,-0.0024586948755641906,-0.007586581572645133,-0.003999989827473958,0.00866666316986084
Ailerons,6,300,TabPFN,0.037333324750264484,0.02525100186850951,0.01764370521914288,3.4789581298828125,0.007607294622921201,0.004236975917592643,0.0010869799239420289,0.0053239558415346735,0.020666681925455732,0.058000006675720216
Ailerons,6,425,BetterCatBoost,0.04070587074055391,0.03646306193960802,0.027481548422405876,8.333132982254028,0.008981513517202167,0.0065055077259174535,0.0010466130102164324,0.007552124426800891,0.008941188700058882,0.04964705944061279
Ailerons,6,425,CheapBetterLGBMClassifier,0.05199998883640065,0.030456261154091436,0.027702383780478946,1.6645159721374512,0.0027538773736125012,0.006723523295593758,0.0006493318133296039,0.0073728587995903734,0.020235306795905617,0.07223529563230627
Ailerons,6,425,XT,0.05670587175032672,0.03567439890698511,0.029799823217211318,3.2818562984466553,0.005874575689773787,0.007062401538091162,0.001315395002143427,0.008377800230901605,0.023764718841103948,0.08047059059143066
Ailerons,6,425,RF,0.05247057718389174,0.03245522532020415,0.029540863172624054,4.331402063369751,0.002914362147580107,0.005921904806065009,0.0007022708191369049,0.0066241793158689334,0.02023530679590562,0.07270588397979735
Ailerons,6,425,tabICL,0.0402352835150326,0.034441467795909286,0.025272560692177926,3.4272093772888184,0.00916890864047314,0.006062237911802876,0.0009723508243983159,0.007034588736201197,0.008470601474537567,0.04870588498957017
Ailerons,6,425,PartitionWise,0.019999982328975905,-0.0035254898393766053,0.0010227669730327848,0.15630388259887695,-0.004548256812409413,4.149213206116609e-05,-0.0006846927937577518,-0.0006431969710295748,-0.011764699711519128,0.008235282617456771
Ailerons,6,425,TabPFN,0.05552940200356875,0.04148534903034826,0.02740159461883318,3.2740626335144043,0.01408375594825687,0.006420170590281488,0.0017706419082926862,0.008190812498574169,0.02376471996307373,0.07929412196664248
Ailerons,6,602,BetterCatBoost,0.021780980285205788,0.013066642437210252,0.007295318489538305,8.087850570678711,0.005771323947671913,0.0012050541169678602,0.0008149426834139689,0.0020199991253991327,0.012166679058193176,0.03394765934339896
Ailerons,6,602,CheapBetterLGBMClassifier,0.025765829329319895,0.008681860134467567,0.0067886642626688535,1.7403697967529297,0.0018931958717987364,0.0011453745346169581,0.00031622182665118624,0.0014615986862854314,0.016151528102307283,0.041917357431627174
Ailerons,6,602,XT,0.02491734586471368,-0.02635121299214288,-0.010397062016761128,3.230833053588867,-0.015954150975381765,-0.005935807957095651,-0.0005402562276802997,-0.006476061859758661,0.017141887256593415,0.0420592331213071
Ailerons,6,602,RF,0.02740357037582345,-0.004556094953670875,-0.0008540930709064365,4.221274375915527,-0.0037020018827644274,-0.002531922741301354,0.00031334845551529434,-0.0022185719607687587,0.016960067849185512,0.04436363822500896
Ailerons,6,602,tabICL,0.029072993844337043,0.014120735782140603,0.008594939446489558,3.7709107398986816,0.005525792644829686,0.0015450820430713025,0.0008276519617522182,0.0023727340048235236,0.01945869261732443,0.04853168646166148
Ailerons,6,602,PartitionWise,0.0086308402069344,-0.1105870425770403,-0.0019543269231863227,0.1495342254638672,-0.10863271565385398,-0.0006549654896694012,-0.0011610605037706083,-0.0018160236684227117,-0.0009834610200782118,0.007647379186856188
Ailerons,6,602,TabPFN,0.025778228003459858,0.01124783292911743,0.007584598066975123,3.0752546787261963,0.003663231171320935,0.0015846164827555743,0.0005802885291590176,0.0021649050119145947,0.016163926776447242,0.0419421547799071
Ailerons,6,852,BetterCatBoost,0.036017877977657944,0.04637859601695268,0.022645641838197207,10.607850074768066,0.023732954178755518,0.00585430339544534,0.0027301885801154003,0.008584493763811582,0.035109749084737726,0.07112762706239567
Ailerons,6,852,CheapBetterLGBMClassifier,0.03578946514805445,0.042236567023478465,0.020340781446551458,1.9626998901367188,0.021895785576927042,0.004892010436522076,0.0026674578813404987,0.00755947010611342,0.034881336255134246,0.07067080140318868
Ailerons,6,852,XT,0.035312684290918404,0.014313057588465872,0.01200216420664535,3.623758554458618,0.002310893381820567,0.002052715102014041,0.0020738525862474986,0.004126569476512379,0.034169261224252644,0.06948194551517105
Ailerons,6,852,RF,0.03459923411055369,0.04032816172414032,0.020068006782104596,4.8104729652404785,0.02026015494203574,0.004883630516912948,0.0025016787529715005,0.007385311058135285,0.03381081600799403,0.06841005011854771
Ailerons,6,852,tabICL,0.036948736155201244,0.04828928027497864,0.02214199910635629,4.273462295532227,0.026147275423115523,0.005526749431698649,0.0028917129850856036,0.008418462416784258,0.03604060726228103,0.07298934341748227
Ailerons,6,852,PartitionWise,0.0025744648245466014,-0.005343805034831406,-0.003393420566342298,0.16238045692443848,-0.0019503844684890636,-0.0009159392708506048,-0.0002412534598405708,-0.0011571909424403254,0.0016663359316263897,0.004240800756172991
Ailerons,6,852,TabPFN,0.03812589473809661,0.04589541950876334,0.019232376332638523,3.235663890838623,0.026663037430617997,0.0046687682864961335,0.0029984733849875906,0.007667241671483724,0.0372177658451764,0.07534366058327302
Ailerons,6,1207,BetterCatBoost,0.026851608865950553,0.04184565013079407,0.018650375216814702,9.45000147819519,0.023195274913979352,0.004723689362639708,0.002790789667221706,0.0075144804210933655,0.032382993086396306,0.059234601952346866
Ailerons,6,1207,CheapBetterLGBMClassifier,0.030328855716145037,0.04139811751490228,0.020884389161853728,2.140166759490967,0.02051372835304856,0.005572939063345525,0.00257262430432985,0.008145564758907332,0.035860239936590786,0.06618909565273583
Ailerons,6,1207,XT,0.023200499626357333,0.004425630801222042,0.00203583334682389,3.4739222526550293,0.0023897974543981514,-0.0012698533624720774,0.0015666405849234163,0.0002967886136832909,0.028729826106664098,0.05193032573302142
Ailerons,6,1207,RF,0.026932195773614758,0.0260658956545311,0.011842372577845327,4.409024238586426,0.01422352307668578,0.002240547363002203,0.0019533073658979994,0.00419385612013216,0.0324656373393016,0.05939783311291637
Ailerons,6,1207,tabICL,0.027845403367381318,0.044646492252927036,0.021600025888031015,5.275675535202026,0.023046459099642806,0.0058085777890572775,0.002810232780613392,0.008618810569670662,0.03337678758782706,0.06122219095520839
Ailerons,6,1207,PartitionWise,-0.004958689142894787,-0.005047560803109613,-0.0022615525744441923,0.16466760635375977,-0.002786008228665443,-0.00047272092517292865,-0.0002437175334526462,-0.0007164370673936147,0.0005726950775509626,-0.004385994065343825
Ailerons,6,1207,TabPFN,0.027343363247798763,0.048770866064545955,0.023727749745923794,4.108827829360962,0.025043109053368946,0.006506080893575281,0.003003978864750727,0.009510059758325999,0.03287474746824452,0.060218110716043285
Ailerons,6,1709,BetterCatBoost,0.040430783752396525,0.03922671193207108,0.021041999026857792,10.065428495407104,0.018184712905213306,0.004914154248362943,0.0023678540264724323,0.007282010371131628,0.03452626128223784,0.07495704503463436
Ailerons,6,1709,CheapBetterLGBMClassifier,0.03937746650310609,0.036160782075060606,0.01857572401724581,2.321293830871582,0.017585058057814806,0.004360973501959356,0.0022857961673027173,0.0066467717655583295,0.0334729440329474,0.07285041053605348
Ailerons,6,1709,XT,0.02885560956342855,-0.002092521919997592,0.0014881483386533167,2.389890670776367,-0.0035806702586509086,-0.0015216266992394757,0.0011850748188655474,-0.00033654978407767486,0.023008880383443647,0.05186448994687219
Ailerons,6,1709,RF,0.03159934527627319,0.010516411803402714,0.006568162823254675,2.971182107925415,0.003948248980148094,-0.00019335619948623317,0.0014659776025979787,0.0012726234994080126,0.02627944635462968,0.05787879163090287
Ailerons,6,1709,tabICL,0.04218740095576797,0.04280216591932756,0.022323078330652522,6.118994951248169,0.020479083022333634,0.005501951584318867,0.002582203831154514,0.008084155415473379,0.03628287848560928,0.07847027944137726
Ailerons,6,1709,PartitionWise,0.013629489539632934,-0.0010355336864521392,0.0003852608972582883,0.178009033203125,-0.0014207945837104163,1.6364331438922797e-05,-0.00011774479416139239,-0.00010137836642621633,0.007724967069474245,0.02135445660910718
Ailerons,6,1709,TabPFN,0.043180866844217285,0.0450391448675568,0.022976602548189562,5.448559522628784,0.022062537753025822,0.005704655808718262,0.0027280510733547953,0.008432706882073055,0.03727634437405859,0.08045721121827587
Ailerons,6,2420,BetterCatBoost,0.036033048708576806,0.038977898636749816,0.02133845466824307,10.382260084152222,0.017639443968506717,0.0055368452537457175,0.00223367248578841,0.007770519675607532,0.032727287426467765,0.06876033613504458
Ailerons,6,2420,CheapBetterLGBMClassifier,0.03685949518660868,0.03885068638231891,0.02246871104399879,2.658839225769043,0.016381975338320108,0.00587414378666209,0.002179964591313588,0.008054110314049071,0.03355373390449966,0.07041322909110834
Ailerons,6,2420,XT,0.027355362758163575,0.012019428358132944,0.008746954773697347,2.22403883934021,0.003272473584435609,0.0010558612411534218,0.0012085609656713263,0.0022644241428981388,0.024297535025383815,0.051652897783547404
Ailerons,6,2420,RF,0.03508263486475984,0.029638457321508372,0.015666785592926225,2.7174980640411377,0.013971671728582092,0.0032197639041469965,0.0020487078894546123,0.005268473729674999,0.03128100549879152,0.06636364036355137
Ailerons,6,2420,tabICL,0.03652891777763682,0.0411845929773053,0.023027322615632083,7.863598346710205,0.018157265182015526,0.0059359863265763865,0.0022703732489139095,0.008206359575490294,0.03322315649552779,0.06975207427316461
Ailerons,6,2420,PartitionWise,0.013057838688211993,0.0019762885466036106,0.0013414458057520173,0.19211173057556152,0.0006348427408515489,0.0002607455894606675,0.00015025005557857963,0.00041099758111263205,0.00975207740610296,0.02280991609431495
Ailerons,6,2420,TabPFN,0.03454544692000082,0.041682445281143454,0.022844490601662513,7.019540548324585,0.01883794949982327,0.005997664648038911,0.0022702121858189012,0.008267876833857818,0.031239685637891784,0.06578513255789262
Ailerons,6,3428,BetterCatBoost,0.03862053520668159,0.04769725316295685,0.02513242855061141,11.785974264144897,0.02256482461234549,0.006518592322978309,0.002755844190386464,0.009274438338910012,0.037107503357024105,0.0757280385637057
Ailerons,6,3428,CheapBetterLGBMClassifier,0.036754390737162135,0.04451367646286699,0.023546944883880684,3.3976316452026367,0.02096673157898633,0.006050938915793602,0.002600643266707539,0.008651584008046392,0.03524135888750465,0.07199574962466677
Ailerons,6,3428,XT,0.02998794629354587,0.017148464973873446,0.010814085419572118,2.3102407455444336,0.006334379554301328,0.0018259034234504256,0.0017207928419915586,0.003546698090987227,0.028182985924078252,0.05817093221762413
Ailerons,6,3428,RF,0.03442190125883,0.02484043175670343,0.017753152877194155,2.9133830070495605,0.007087278879509262,0.0040576223247057504,0.00219750493106772,0.006255129081318711,0.033228845303560565,0.06765074656239056
Ailerons,6,3428,tabICL,0.04022360928316217,0.051427650496223984,0.02673117627159427,10.237169981002808,0.024696468621881983,0.007035420868991388,0.0029074651498093794,0.009942886018800761,0.03871057743350468,0.07893418671666683
Ailerons,6,3428,PartitionWise,0.0069707707131333365,0.0001900367393609992,-0.00014749679829132445,0.19566941261291504,0.00033753353765235693,-8.950802150182735e-05,7.137681968059085e-05,-1.8129376275982657e-05,0.005457738863475852,0.01242850957660919
Ailerons,6,3428,TabPFN,0.04042909590613629,0.0537615246429865,0.028564102507930712,10.056957960128784,0.02519741653230806,0.007791505161803161,0.002977695150303167,0.01076920031210633,0.03891606405647881,0.07934515996261508
Ailerons,6,4855,BetterCatBoost,0.03674561420012453,0.0459360957162947,0.02386737000943081,13.409074783325195,0.022068725706863912,0.006230715347738172,0.0026908866489088468,0.00892160369715957,0.037260571100684814,0.07400618530080935
Ailerons,6,4855,CheapBetterLGBMClassifier,0.03668382226745574,0.04324602722509609,0.02140786341228227,4.203496694564819,0.021838163812813838,0.0054874855938865045,0.0026881565711459553,0.008175643865545004,0.03719877916801602,0.07388260143547176
Ailerons,6,4855,XT,0.0345622979035461,0.02637742968991309,0.014197769912623826,2.6166272163391113,0.012179659777289265,0.0027373458220873058,0.002164582348005603,0.0049019298706054395,0.035324422436565875,0.06988672034011197
Ailerons,6,4855,RF,0.033017498457345855,0.034118256021171134,0.016552308274822337,3.413658380508423,0.017565947746348797,0.0037555126603983275,0.0022838065155304814,0.006039320876441351,0.034109180128292,0.06712667858563785
Ailerons,6,4855,tabICL,0.0382080255158775,0.04697420370827351,0.024408234188137635,14.558201551437378,0.022565963438776093,0.00645832655228191,0.0028094640615431267,0.009267790613825034,0.038722982416437776,0.07693100793231528
Ailerons,6,4855,PartitionWise,0.0016889697859633472,-0.000783158597583633,-2.4798272903692188e-06,0.5577960014343262,-0.000780678770293286,-8.798616940910997e-06,-0.00012172298022725403,-0.00013051989665562312,0.002203926686523626,0.003892896472486973
Ailerons,6,4855,TabPFN,0.03787846881992171,0.04703590692626565,0.024724433412606727,16.39970088005066,0.022311467432299135,0.006655953829123973,0.002754213031979383,0.009410166861103353,0.03839342572048199,0.0762718945404037
Ailerons,6,6875,BetterCatBoost,0.03720726359974254,0.046955418045551846,0.024146594431942815,16.12948703765869,0.02280882361360904,0.006352006798759727,0.002774059760849165,0.009126068260481623,0.03771637835069136,0.07492364195043391
Ailerons,6,6875,CheapBetterLGBMClassifier,0.036363627069646666,0.04381998144782804,0.02282835193737922,4.955716609954834,0.020991629510448806,0.005889675052921761,0.002638514348761911,0.008528191102556398,0.03687274182059548,0.07323636889024214
Ailerons,6,6875,XT,0.02919271834980358,0.022951769015575184,0.010967524308826183,2.9060914516448975,0.01198424470674898,0.0018127013294303024,0.0020419166829656527,0.0038546197132686894,0.030167287341031163,0.05936000569083474
Ailerons,6,6875,RF,0.03133089960271662,0.03279336067490405,0.01562887135081763,3.8772308826446533,0.01716448932408643,0.003534036278925254,0.002252673854682824,0.005786711834480809,0.03144728684858843,0.06277818645130503
Ailerons,6,6875,tabICL,0.03742544689178466,0.04714717172615153,0.02447527553137484,20.88436222076416,0.022671890114795666,0.00651790121143514,0.002862011750352664,0.009379912961787803,0.03793456164273349,0.07536000853451816
Ailerons,6,6875,PartitionWise,0.005716352549466221,0.000697773244327149,0.00029384123273953346,0.6092703342437744,0.0004039320115876044,4.9381948378035555e-05,7.288920848633474e-05,0.00012227285773711016,0.006225467300415039,0.011941819849881258
Ailerons,6,6875,TabPFN,0.03594181093736129,0.04866891767688865,0.02514316913508987,27.65770697593689,0.023525742461817746,0.006788009304891929,0.0028496206342647793,0.009637629939156709,0.036450925688310105,0.07239273662567139
Ailerons,7,300,BetterCatBoost,-0.010333338181177775,-0.008521215406303939,-0.0029007704938511904,6.766640901565552,-0.0056204449124527215,-0.0005857807680480651,0.00047671467254776503,-0.00010906662387064197,0.026333352327346803,0.016000014146169028
Ailerons,7,300,CheapBetterLGBMClassifier,-0.008666670322418213,-0.005494064074219268,-0.005248038609660976,1.3547966480255127,-0.00024602546455830266,-0.001237163890631808,0.0009126289245027063,-0.00032453549449945607,0.02800002018610636,0.019333349863688152
Ailerons,7,300,XT,-0.008666671911875406,-0.021190939518965245,-0.014334136974311646,3.3283231258392334,-0.006856802544653567,-0.004796295767925954,0.00027155608392589873,-0.004524740212370399,0.02733335177103678,0.018666679859161373
Ailerons,7,300,RF,-0.006333338816960653,0.0002461530313500493,-0.008758527841931702,4.319863796234131,0.009004680873281767,-0.0027097031753333554,0.00183496349133331,-0.0008747402123703993,0.032333351373672485,0.02600001255671184
Ailerons,7,300,tabICL,-0.0020000004768371583,0.005569085567973253,-0.0003599029384233621,3.216326951980591,0.00592897389310817,-6.997493716577596e-05,0.0010836781070490062,0.001013703169883229,0.03466669003168742,0.03266668955485026
Ailerons,7,300,PartitionWise,-0.013666670719782512,-0.22391258204612852,-0.0083542241403595,0.14565443992614746,-0.215558357905769,-0.0020691407267334717,-0.0018756371308439295,-0.003944778385947753,0.023000019788742065,0.009333349068959555
Ailerons,7,300,TabPFN,-0.004666668574015299,0.006827143613032699,-0.002160512690959171,3.3098645210266113,0.00898764169070343,-0.0004897812753915778,0.0015688972925029993,0.0010791160171114227,0.03200002193450928,0.02733335336049398
Ailerons,7,425,BetterCatBoost,0.029411757693571204,0.02895240743713271,0.014207149053512646,10.145313024520874,0.014745258383620053,0.0033538200821990384,0.0019409904714647597,0.005294812213390202,0.030588252123664405,0.06000000981723561
Ailerons,7,425,CheapBetterLGBMClassifier,0.012705874162561753,0.014658572341033915,0.0010165852707670342,1.69569993019104,0.013641987070266903,-0.00036187933638736345,0.0016047638270221098,0.001242886150361136,0.013882368592654959,0.026588242755216714
Ailerons,7,425,XT,0.014823521726271688,0.011573801090873598,0.010236448786944486,3.2963197231292725,0.001337352303929018,0.002539867621319361,0.0006817238304696882,0.003221593111515433,0.016705898116616644,0.03152941984288833
Ailerons,7,425,RF,0.023999992258408487,0.0214884527221324,0.017597663182163492,4.341132879257202,0.0038907895399688864,0.004461749974260532,0.0004639721964827537,0.004925723830469677,0.02352942747228286,0.047529419730691344
Ailerons,7,425,tabICL,0.024705875340630023,0.02502442490054061,0.013495703851441332,3.5057082176208496,0.011528714811614427,0.003090913223431388,0.001198466199463888,0.004289379422895279,0.02588236977072323,0.05058824511135326
Ailerons,7,425,PartitionWise,0.008941164577708525,-0.0008923353125677824,-0.00443612767558702,0.14730215072631836,0.00354379236301926,-0.0013761992037280373,0.0005529605711977415,-0.000823236972803898,0.010117659007801729,0.019058823585510254
Ailerons,7,425,TabPFN,0.029647051867316754,0.02952051977809834,0.014328529645380806,3.2505178451538086,0.015191983895232653,0.003290375236640955,0.0018390898190110028,0.005129465055651964,0.030823546297409955,0.060470598164726705
Ailerons,7,602,BetterCatBoost,0.020735528275329547,0.02313960176548164,0.01182896140804488,9.095708131790161,0.011310640357436763,0.0024719128320734723,0.0015022734126985764,0.003974187749440408,0.024427012172283876,0.04516254044761342
Ailerons,7,602,CheapBetterLGBMClassifier,0.02822450958828624,0.02344870910562642,0.013992649547888304,1.7458300590515137,0.009456059557738128,0.0033436985126960054,0.001384407218220632,0.0047281072355849964,0.03191599348524057,0.06014050307352681
Ailerons,7,602,XT,0.024731396993329702,0.009845474014305028,0.004532907918778273,3.2028777599334717,0.005312566095526783,-0.00012884815296955178,0.0012169824255428452,0.00108813577724165,0.027095056882246137,0.05182645387557585
Ailerons,7,602,RF,0.02588704386361703,0.018129662145734422,0.007946085488063147,4.1177897453308105,0.010183576657671256,0.0009389227377558818,0.0016539339100852368,0.0025928581525094833,0.02824932634173674,0.054136370205353765
Ailerons,7,602,tabICL,0.029081260282802845,0.0291135748481137,0.010032535158818435,3.751373291015625,0.019081032858264575,0.0015084750962138294,0.0022405541457076765,0.003749029241921509,0.032772744179757174,0.06185400446256002
Ailerons,7,602,PartitionWise,-0.004473839781501077,-0.010570069589912167,-0.006010402410706916,0.1524052619934082,-0.0045596671792052955,-0.0014702055872677171,-0.0005207913958065774,-0.001990995478405941,-0.0007823558845467475,-0.0052561956660478245
Ailerons,7,602,TabPFN,0.03138566815491879,0.03222480011612831,0.013157136962538452,3.028151035308838,0.019067656322559197,0.0024126943550649787,0.002305170452158306,0.004717864807223293,0.03507715205187312,0.06646282020679191
Ailerons,7,852,BetterCatBoost,0.028183684736992592,0.018532015444153366,0.013189202260867427,9.177595853805542,0.005342813183285905,0.0028818124274015396,0.000970903648454463,0.0038527180117190613,0.024881334997839153,0.053065019734831756
Ailerons,7,852,CheapBetterLGBMClassifier,0.028414163507462203,0.025662566077944204,0.01764208296392681,1.7820494174957275,0.008020483114017412,0.004560006444956813,0.00126931660730627,0.0058293249881261585,0.02511181376830876,0.05352597727577098
Ailerons,7,852,XT,0.0217275448070181,-0.05870850989136069,-0.008141369050797587,3.6207971572875977,-0.050567140840563116,-0.004170688325038608,-0.00038809848442399595,-0.0045587848735995475,0.020067437762118386,0.04179498256913648
Ailerons,7,852,RF,0.026055718096499186,-0.01426258959682521,-0.0004753086047658339,4.7354490756988525,-0.013787280992059387,-0.0019106755589185175,0.0005697746188133956,-0.001340899004242066,0.02333334729808444,0.04938906539458362
Ailerons,7,852,tabICL,0.024555203694841234,0.02067420432468283,0.015596215405633695,4.390933513641357,0.005077983738586334,0.0038749847049358134,0.0011976095863933777,0.005072594291329194,0.021252853955687795,0.045808057650529026
Ailerons,7,852,PartitionWise,-0.003618175963745276,-0.007157645275583135,-0.00373658288728399,0.1499803066253662,-0.0034210623882991453,-0.0009751132016059094,-0.0005184742594039421,-0.0014935855251467928,-0.006920525702898717,-0.010538701666643991
Ailerons,7,852,TabPFN,0.02958719552321905,0.02328498992573058,0.016276444979368233,3.302112340927124,0.007008539765899546,0.0039942111924423955,0.0013131707679910148,0.005307381960433408,0.02628484578406561,0.05587204130728466
Ailerons,7,1207,BetterCatBoost,0.02699357974039119,0.044556711970837055,0.014043357499685532,9.865127801895142,0.03051335447115156,0.0033061566914010685,0.0034773725473008082,0.006783530014265136,0.04251090408634704,0.06950448382673824
Ailerons,7,1207,CheapBetterLGBMClassifier,0.024837618287275744,0.04022591480367822,0.01386148319573724,1.9944851398468018,0.02636443160794099,0.0032795767484095338,0.0031741732550912448,0.006453750779064034,0.0403549426332316,0.06519256092050733
Ailerons,7,1207,XT,0.01730152573843379,-0.0003654588449601148,-0.002577584056206406,3.5041120052337646,0.002212125211246335,-0.002317610635002615,0.002236680979749199,-8.092887969015638e-05,0.03381058526608986,0.05111211100452366
Ailerons,7,1207,RF,0.023183696558844967,0.018521629937169853,0.003869203423068146,4.4195356369018555,0.014652426514101724,-1.8893710618111959e-06,0.0026014636994395033,0.0025995751039409516,0.038120450827079655,0.06130414738592462
Ailerons,7,1207,tabICL,0.028650931299258064,0.04631300051225261,0.01601855966418945,5.189053297042847,0.03029443122609506,0.0037650671285059055,0.0033900075992673875,0.007155074727773293,0.04416825564521391,0.07281918694447197
Ailerons,7,1207,PartitionWise,-0.007804265716742154,-0.007138844846729331,-0.0009758882916280131,0.15022730827331543,-0.0061629565551012955,-0.00019028133360066146,-0.0006440224662501049,-0.0008343030242875082,0.007713058629213695,-9.120708752845957e-05
Ailerons,7,1207,TabPFN,0.029725311523659363,0.04898479556864341,0.017134455268172772,4.0044333934783936,0.03185033067850253,0.004039172012989219,0.0035467254736529148,0.007585897486642133,0.04524263586961521,0.07496794739327457
Ailerons,7,1709,BetterCatBoost,0.028262069850643334,0.02843529768304185,0.013729013752921704,10.820525646209717,0.014706283930120134,0.003254026106736657,0.0020028094226660687,0.005256836976819934,0.03288214822766613,0.06114421807830946
Ailerons,7,1709,CheapBetterLGBMClassifier,0.028670397568749943,0.028749628356349588,0.014417161188969074,2.329648733139038,0.014332467167380514,0.003662435811162218,0.001963567888321005,0.005626005146900428,0.03329047594577276,0.061960873514522695
Ailerons,7,1709,XT,0.023116728100782642,-0.0011228463611880346,0.00047191270768650597,2.4586007595062256,-0.0015947590688745183,-0.0018738509974354028,0.0008612189436277451,-0.0010126306063904522,0.02750374562489564,0.05062047372567828
Ailerons,7,1709,RF,0.01966146126864053,0.01317169523055256,0.00673291786603627,2.941164493560791,0.00643877736451628,0.0008028509208228313,0.0009825622198153916,0.0017854145880554257,0.0235209624183145,0.04318242368695504
Ailerons,7,1709,tabICL,0.026393984578502207,0.030340500787487058,0.015804104139655793,6.195716381072998,0.014536389597649246,0.003873091976302498,0.002034779311843579,0.005907871288146077,0.03101406295552501,0.05740804753402721
Ailerons,7,1709,PartitionWise,-0.0025696786535828646,-0.028340697011020065,-0.0013849739314834796,0.17511796951293945,-0.026955723079536587,-0.00030624933546981314,-0.0004491650985376988,-0.000755412986590312,0.002050399723439937,-0.000519278930142928
Ailerons,7,1709,TabPFN,0.027912566061852856,0.029237344735036485,0.01517591418875649,5.1484856605529785,0.014061423496097958,0.003712718554270558,0.001983523697373782,0.005696242251644346,0.03253264443887566,0.06044521050072852
Ailerons,7,2420,BetterCatBoost,0.03210743020388705,0.03918020707930225,0.022852881390487956,10.659097909927368,0.016327325688814343,0.006141728426020024,0.0022141544608973718,0.008355884440840641,0.03500001602921604,0.06710744623310308
Ailerons,7,2420,CheapBetterLGBMClassifier,0.031280984021415395,0.03869725833770708,0.023107033581080582,2.651968002319336,0.015590224756626515,0.0061895332913314005,0.002117446957303479,0.00830698180255814,0.03417356984674438,0.06545455386815976
Ailerons,7,2420,XT,0.026776851602822293,0.00376589819238754,0.011720187062358622,2.2512664794921875,-0.007954288869971082,0.002434194956636887,0.001507624708703001,0.00394182121926315,0.028925635597922585,0.05570248720074489
Ailerons,7,2420,RF,0.03082643776885734,0.021294372885479074,0.018205066520544412,2.9815902709960938,0.0030893063649346853,0.004499268418528535,0.0020952371972245837,0.006594507169676381,0.033719023298626104,0.06454546106748345
Ailerons,7,2420,tabICL,0.03520660508762706,0.04008071295070078,0.025446778789760004,7.9387900829315186,0.014633927518452706,0.006833862815021482,0.0022296047654137537,0.009063467580435237,0.03809919091295605,0.07330579600058311
Ailerons,7,2420,PartitionWise,-0.0037190171312694704,-0.0018331416975821302,-0.001353912593412132,0.18704819679260254,-0.00047922910417000917,-0.0002786586334736996,-6.43399068320838e-05,-0.00034299698638252387,-0.0008264313059404861,-0.004545448437209957
Ailerons,7,2420,TabPFN,0.03442148103201685,0.04268087651216595,0.025976159973067035,7.020957946777344,0.016704709896610846,0.007147388311472438,0.0023694299716038036,0.00951681828307624,0.037314066857345826,0.07173554788936268
Ailerons,7,3428,BetterCatBoost,0.030045659417219806,0.03455883602611699,0.016623596895377447,12.229294538497925,0.017935239130739522,0.004168362230443176,0.002267785876724396,0.006436149645273526,0.033194796919140276,0.06324045633636008
Ailerons,7,3428,CheapBetterLGBMClassifier,0.02955105394913312,0.034896740403651885,0.015467001970267147,3.226107120513916,0.019429738433384736,0.0038091488357798577,0.002420507242931491,0.006229657616817289,0.0327001914510536,0.062251245400186714
Ailerons,7,3428,XT,0.02301456848946055,0.013203052894814115,0.005478318272067084,2.360954761505127,0.007724734622747009,0.0004467560821475869,0.0016009132848270546,0.0020476709050805788,0.027360105030646908,0.05037467352010745
Ailerons,7,3428,RF,0.025756880249077747,0.017392723812539024,0.010221570279985492,2.9900269508361816,0.007171153532553487,0.0021761991244322763,0.001747517187702069,0.0039237178502402855,0.029372234449660372,0.055129114698738116
Ailerons,7,3428,tabICL,0.031067771877272093,0.036159802084590964,0.017984976659502206,10.457607507705688,0.01817481872205363,0.004496544166520305,0.002400146953133897,0.006896691119654202,0.03421690937919257,0.06528468125646467
Ailerons,7,3428,PartitionWise,0.004902927023338923,0.00034118023596150235,0.0001315758359200281,0.19954299926757812,0.0002096044000414854,1.2120454278805038e-05,5.6960423462038e-05,6.908241584678843e-05,0.0080520645252594,0.012954991548598322
Ailerons,7,3428,TabPFN,0.031009165104739812,0.035588681231737064,0.018095684520591904,10.030399084091187,0.017492990008110044,0.004594952869457233,0.0022214567639448875,0.006816409633402127,0.03415830260666029,0.0651674677114001
Ailerons,7,4855,BetterCatBoost,0.03054582095416273,0.04071796540879369,0.01806191838217829,13.276612997055054,0.022656047026615445,0.0045165195322789285,0.00281910976505072,0.007335630502581916,0.039093733570479954,0.06963955452464268
Ailerons,7,4855,CheapBetterLGBMClassifier,0.02994849870919445,0.03869489873926737,0.015727478908572113,4.191708087921143,0.02296741983069529,0.003808213041211858,0.002891424970758194,0.006699639217222317,0.03849641132551168,0.06844491003470612
Ailerons,7,4855,XT,0.0222862946385581,0.008395265077925351,0.006302935901975814,2.670788288116455,0.002092329175949581,0.0006816923523630225,0.0016704027311248953,0.002352096288740177,0.030937193645630513,0.053223488284188616
Ailerons,7,4855,RF,0.027621000827156794,0.026174384840086405,0.011291170096786585,3.4131112098693848,0.01488321474329989,0.002191343342178792,0.0022152087730061163,0.004406553320437176,0.03544800689119758,0.06306900771835437
Ailerons,7,4855,tabICL,0.032481970649546374,0.0408032857184778,0.01787655939443239,14.365351915359497,0.022926718346881536,0.0044139503692224,0.002929873823649329,0.007343824192871731,0.04102988326586361,0.07351185391540999
Ailerons,7,4855,PartitionWise,0.001462401788831371,-0.00019745582706163223,-0.00033545105261959527,0.5671112537384033,0.00013799522555797418,-6.884152882048466e-05,4.993374545772255e-05,-1.8906578110497453e-05,0.0100103144051486,0.011472716193979972
Ailerons,7,4855,TabPFN,0.032687944364105756,0.041716873962760664,0.01852805988744418,15.955251455307007,0.023188806098152583,0.004609406602892152,0.002909096557650101,0.007518503160542256,0.04123585698042299,0.07392380134452875
Ailerons,7,6875,BetterCatBoost,0.031010901086980642,0.043782589407573576,0.01982620140765593,14.503268480300903,0.023956387999917634,0.0051987255908712195,0.002937089562675385,0.008135816316351938,0.0402472885652022,0.07125818965218285
Ailerons,7,6875,CheapBetterLGBMClassifier,0.03085090080608021,0.04083452102646836,0.017478102851573384,4.847567319869995,0.023356418174894967,0.004485081807719704,0.0029109634837897274,0.007396046454314772,0.04008728828430176,0.07093818909038196
Ailerons,7,6875,XT,0.024436355694857508,0.017667876850797636,0.00982270372137396,2.842874050140381,0.007845173129423667,0.0019214501503259762,0.0019217653018411274,0.0038432166149724362,0.03310547017184171,0.05754182586669922
Ailerons,7,6875,RF,0.026981809737465594,0.021019501345549408,0.013341683201585608,3.974414587020874,0.0076778181439637995,0.0031369507563865804,0.002290287322043144,0.005427239241235063,0.03655274240320379,0.06353455214066939
Ailerons,7,6875,tabICL,0.0317818116794933,0.04259140597760806,0.01969827168547763,20.58154606819153,0.022893126152484188,0.00510931380770423,0.002897005785146939,0.008006319592851172,0.041018199157714846,0.07280001083720815
Ailerons,7,6875,PartitionWise,-0.00027637084614146837,-0.0005519441090209853,-0.0003959491903952839,0.592139482498169,-0.00015599491862570148,-7.858774215232789e-05,-3.7124202792615525e-06,-8.229899962624576e-05,0.008960016632080079,0.00868364578593861
Ailerons,7,6875,TabPFN,0.03151999402479692,0.04326023961999328,0.020090324273073466,26.79287028312683,0.02316990720727356,0.005265768219395115,0.002853991618150295,0.008119759837545416,0.04075638150301846,0.07227637552781538
Ailerons,8,300,BetterCatBoost,0.042333322763442996,0.03917293441489975,0.03473776369343008,7.133271217346191,0.004435170721469673,0.009593389278168458,0.0007834193877676546,0.01037681163126718,0.022333346605300904,0.0646666693687439
Ailerons,8,300,CheapBetterLGBMClassifier,0.045666656891504925,0.029230846503599632,0.02622461241995274,1.5145130157470703,0.00300623408364688,0.006998443400401197,0.0007425924574690268,0.007741038823201293,0.025666680733362833,0.07133333762486775
Ailerons,8,300,XT,0.040999989112218214,0.01618982195725622,0.020093975736633473,3.3467020988464355,-0.003904153779377262,0.004064959997631887,0.00014692296059484744,0.0042118859235578095,0.019000012477238974,0.060000001589457196
Ailerons,8,300,RF,0.046666656335194914,0.027676669411256277,0.031554500107906294,4.319138050079346,-0.0038778306966500086,0.007569441479113373,0.0006432933309652083,0.008212737775409665,0.025333346525828044,0.07200000286102295
Ailerons,8,300,tabICL,0.040999989906946824,0.02667886972316493,0.020430818500130277,3.2660467624664307,0.00624804998326689,0.005255167828872795,0.0010117765599716277,0.006266944388844421,0.02100001374880473,0.06200000365575155
Ailerons,8,300,PartitionWise,0.007333319187164308,-0.050968830162106536,-0.0047940358220364245,0.145613431930542,-0.04617479434007009,-0.0013307789748328524,-0.0017514018269196268,-0.0030821778364213985,-0.012666656970977786,-0.005333337783813477
Ailerons,8,300,TabPFN,0.04299999038378397,0.03618582687540243,0.028558048210550246,3.492187023162842,0.00762777742508442,0.007391411392018201,0.0011574309080606318,0.008548842300078829,0.023000014225641886,0.06600000460942587
Ailerons,8,425,BetterCatBoost,0.025882342843448414,0.015575949112558662,0.011597293362752082,8.267217636108398,0.0039786557498066085,0.0023737969326873163,0.000845128869109274,0.003218927606590161,0.024705896097071033,0.05058823894051945
Ailerons,8,425,CheapBetterLGBMClassifier,0.029647050184362072,0.02604973286112102,0.01494730999463988,1.5647411346435547,0.011102422866481127,0.0036499430650041463,0.001625196513486271,0.005275141383283999,0.028470603437984694,0.05811765362234676
Ailerons,8,425,XT,0.029176462397855873,-0.07143961249177119,0.0041825243142496246,3.281183958053589,-0.07562213680602087,-0.0011140933080615561,0.0001912400252717744,-0.0009228514779962088,0.02635295643525965,0.05552941883311553
Ailerons,8,425,RF,0.0277646962334128,-0.011282893869414367,0.010816199839660057,4.353147029876709,-0.022099093709074463,0.0014661681298469426,0.0007812269533763544,0.002247396888016881,0.02494119027081658,0.05270588650422938
Ailerons,8,425,tabICL,0.02752940430360682,0.01567647531955354,0.006702731179382582,3.5336546897888184,0.008973738457988,0.0010064150217701407,0.0014961463072540953,0.002502561329024233,0.026352957557229433,0.05388236186083626
Ailerons,8,425,PartitionWise,0.0007058713015388049,-0.0026153033635459844,-0.007022709066881095,0.14505481719970703,0.0044074057033350825,-0.001626467094969722,0.0003214130708534185,-0.0013050522193227166,-0.00047057544483858,0.00023529585670022416
Ailerons,8,425,TabPFN,0.028941169346080105,0.020407886163257206,0.009690520691063177,3.2335243225097656,0.010717359790011077,0.0017646352267440602,0.0017080807570635126,0.0034727159838075757,0.027764722599702724,0.056705891945782835
Ailerons,8,602,BetterCatBoost,0.019949028684088023,0.014487792883327322,0.00886716114126584,8.788226127624512,0.005620631742061494,0.002211360931617444,0.0009908413636577087,0.003202203394015152,0.030224534619609843,0.05017356330369786
Ailerons,8,602,CheapBetterLGBMClassifier,0.017451783701079606,0.016653571795974143,0.010660872421218909,1.7075145244598389,0.005992699374755278,0.0028329666277039506,0.0010106369786603009,0.003843604705104238,0.027727289636601433,0.045179073337681036
Ailerons,8,602,XT,0.007195584879105413,-0.03586863957958816,-0.0040889144886730126,3.2618141174316406,-0.03177972509091515,-0.0018048130056882634,-0.0004911177194929783,-0.002295929626441254,0.016477977630192254,0.02367356250929767
Ailerons,8,602,RF,0.0060234078970165614,-0.014469399457561366,0.002638420516030798,4.198684453964233,-0.01710781997359213,0.0008500487941280777,-0.0003868142300531258,0.00046323566281495087,0.015792026265265203,0.02181543416228176
Ailerons,8,602,tabICL,0.015982088357949058,0.007625344512198029,0.004137701941010358,3.8074278831481934,0.0034876341863060547,0.0008055116386683853,0.0008197280210806678,0.0016252396597490587,0.02625759429347088,0.04223968265141994
Ailerons,8,602,PartitionWise,0.006968310524609464,-0.018386417544934135,-0.00014684656933940942,0.1515965461730957,-0.018239570975594737,-0.00010449515314520097,0.00013446735118634174,2.9973296781139746e-05,0.017243816460131282,0.024212126984740748
Ailerons,8,602,TabPFN,0.013648754865670007,0.012819615066172314,0.006459104150592915,3.0060980319976807,0.006360502530697748,0.0013853933652170137,0.0009781525217638198,0.002363545886980839,0.02392426080119183,0.03757301566686184
Ailerons,8,852,BetterCatBoost,0.053750245352155536,0.04888715504418349,0.04462434804372824,9.078442096710205,0.004262807000455349,0.01276509875810431,0.0007070087118289797,0.01347211142995019,0.0176167982617809,0.07136704361393643
Ailerons,8,852,CheapBetterLGBMClassifier,0.05538698465011356,0.04528707611650501,0.040331191323769645,1.900193452835083,0.0049558847927353876,0.010983166362954941,0.0007678536048327383,0.011751023927804588,0.01925353755973892,0.07464052220985247
Ailerons,8,852,XT,0.04987752508534818,0.020005860078669592,0.020853025071597475,3.554126024246216,-0.0008471649929278735,0.003973231372322655,0.00036908635837165085,0.004342321690711218,0.01409977095373972,0.06397729603908789
Ailerons,8,852,RF,0.05655932727038839,0.03706013347623831,0.03505112139493396,4.673386573791504,0.002009012081304351,0.009048580070866402,0.0006353943505743892,0.009683978381457703,0.019720685653437195,0.0762800129238256
Ailerons,8,852,tabICL,0.05080700531668543,0.04496825043812812,0.041809877304569774,4.277096509933472,0.00315837570134313,0.01171034974731328,0.0006858131474189566,0.012396162894732244,0.014673558226310801,0.06548056354299622
Ailerons,8,852,PartitionWise,0.03471274371568715,0.002943747906325711,0.006146957379770468,0.14672446250915527,-0.0032032094734447346,0.0010640176901534682,-0.00027821467092249973,0.0007858069792478744,-0.001420703374687486,0.03329204034099966
Ailerons,8,852,TabPFN,0.05668179143693055,0.051556416301935824,0.0425264872091181,3.166788101196289,0.009029931660602508,0.011654459090886101,0.00114732039564015,0.012801779486526253,0.020548344346555926,0.07723013578348648
Ailerons,8,1207,BetterCatBoost,0.04649153727120706,0.050557482157236835,0.03105634520551851,10.136342525482178,0.01950113695171831,0.008046942363784023,0.002473694232844298,0.010520639112005362,0.03378966474462768,0.08028120201583475
Ailerons,8,1207,CheapBetterLGBMClassifier,0.04749287510804485,0.04985270437541987,0.030088379746666217,2.0641469955444336,0.019764324628753726,0.007555395029905607,0.0025505092650275813,0.010105906810310228,0.03479100258146547,0.08228387768951032
Ailerons,8,1207,XT,0.035793345091270246,0.01596318200918966,0.009765114256166363,3.4293203353881836,0.006198067753023328,0.0009019712776265592,0.0013517635039257514,0.0022537372969293505,0.023591455141992172,0.05938480023326241
Ailerons,8,1207,RF,0.036046079375003856,0.02857286316893227,0.023108332529432896,4.088594198226929,0.005464530639499432,0.006191489812656203,0.0018410807427035685,0.00803257307073683,0.02359145454923654,0.059637533924240406
Ailerons,8,1207,tabICL,0.047731550307820184,0.05058717787807353,0.029206116601375297,4.977017879486084,0.021381058314553957,0.00727257096932298,0.0025948927572482655,0.009867463726571251,0.035029677781240796,0.08276122808906097
Ailerons,8,1207,PartitionWise,0.019320655234952893,0.0012828614359848168,0.002815819513232476,0.16524147987365723,-0.0015329580772476038,0.00036800791920813534,-0.00013436572625032117,0.00023364470833485418,0.006618782708373507,0.0259394379433264
Ailerons,8,1207,TabPFN,0.04549157231446218,0.0511625633572542,0.030085626265724474,3.860734462738037,0.02107693412938545,0.008006296248636477,0.0024615961803061276,0.010467892428942601,0.0327896997878828,0.07828127210234495
Ailerons,8,1709,BetterCatBoost,0.04541268964621799,0.04819277824021654,0.02959951915716651,9.938443422317505,0.018593259083050075,0.007575422177498042,0.0022911215609670217,0.009866546484486228,0.028969846790540273,0.07438253643675825
Ailerons,8,1709,CheapBetterLGBMClassifier,0.046755318985239505,0.04703247948613469,0.03141833546116768,2.371678590774536,0.015614144024967015,0.00818832301292893,0.0020058986482807684,0.010194224407230862,0.030312476129561793,0.0770677951148013
Ailerons,8,1709,XT,0.03763319702415514,0.016436297639858388,0.010565807824661832,2.3905434608459473,0.005870489815196544,0.0009334740898722021,0.0009207988751709472,0.001854275711064307,0.021715640699535722,0.05934883772369086
Ailerons,8,1709,RF,0.04184115081516991,0.02156530723214316,0.019462995626098944,2.951225757598877,0.002102311606044238,0.003955782878570352,0.0013268289743136679,0.005282614598905183,0.025397793197829734,0.06723894401299964
Ailerons,8,1709,tabICL,0.04728403609842141,0.04808614844460109,0.0310675883078236,6.037459850311279,0.01701855805751452,0.00818980366454419,0.0020703002746294634,0.010260103939173652,0.030841193242743696,0.0781252293411651
Ailerons,8,1709,PartitionWise,0.01621304806519588,0.0008381153104391025,0.00011081471114275932,0.17839980125427246,0.0007273005992963211,-4.2537927424726726e-05,0.00010719567537872954,6.466049397516881e-05,-0.00022979479048183398,0.01598325327471405
Ailerons,8,1709,TabPFN,0.04599765841490825,0.0506173584836566,0.03298364576718597,5.237631797790527,0.0176337106372077,0.008790067391182047,0.002110598196844429,0.010900665588026473,0.029554815559230528,0.07555247397413878
Ailerons,8,2420,BetterCatBoost,0.04123965797345501,0.036152881464305175,0.020868065587175855,11.617097616195679,0.01528481587712931,0.0049412024101982786,0.001933712318683925,0.0068749172763958085,0.028016541319445143,0.06925619929290014
Ailerons,8,2420,CheapBetterLGBMClassifier,0.04099172442412573,0.03619905209221369,0.021782781685920526,2.7714178562164307,0.014416270406293164,0.005361320114985216,0.001851286845182623,0.007212609507681431,0.027768607770115878,0.0687603321942416
Ailerons,8,2420,XT,0.03413222141502317,0.016150385772654808,0.010519379285370256,2.276789426803589,0.005631006487284584,0.0016116778932577542,0.0009152637518436036,0.0025269441926149524,0.020909104465453094,0.05504132588047626
Ailerons,8,2420,RF,0.03719007190594003,0.02958062702540485,0.017140371822716337,2.8166067600250244,0.012440255202688533,0.0034775915755350744,0.0015904657720456294,0.005068059895094299,0.023429764942689377,0.060619836848629406
Ailerons,8,2420,tabICL,0.04256197361906698,0.03688751190820246,0.02284843596493199,7.6631269454956055,0.014039073104141497,0.0054714342517670515,0.001815859030881925,0.0072872932826489765,0.02933885696505712,0.07190083058412411
Ailerons,8,2420,PartitionWise,0.010413205820666857,-0.002522350164334175,-0.001188438480902343,0.18710899353027344,-0.0013339116834317987,-0.00037162370029759917,-0.00020932142629941086,-0.00058094257908341,-0.0028099108333430015,0.007603294987323856
Ailerons,8,2420,TabPFN,0.042603296041488645,0.03820273823554123,0.02156474155221879,6.812112808227539,0.016637993844193476,0.0052330593447670465,0.0020529573511947454,0.007286016695961792,0.029380179387478788,0.07198347542896744
Ailerons,8,3428,BetterCatBoost,0.039386000488740566,0.04660902115763863,0.027990158941374264,13.087690591812134,0.018618862216264374,0.007643539411305703,0.0022934989178085867,0.009937040514654055,0.03203397819410425,0.07141997868284482
Ailerons,8,3428,CheapBetterLGBMClassifier,0.038772223723327684,0.04152773962676465,0.02712212498384684,3.5470969676971436,0.014405614642917852,0.007198439872155088,0.001903680540624364,0.009102122598319226,0.03142020142869137,0.07019242515201905
Ailerons,8,3428,XT,0.030776947587141855,0.017364284540764507,0.013913603545506813,2.309436321258545,0.0034506809952576933,0.0030609941092590077,0.0012516067088348044,0.0043126030036335725,0.023424882522523015,0.05420183010966486
Ailerons,8,3428,RF,0.035211838832551696,0.03580930622913686,0.021763516350336787,2.8771557807922363,0.014045789878800074,0.005805365092827958,0.001878429712766999,0.007683796991134725,0.028473040075469146,0.06368487890802085
Ailerons,8,3428,tabICL,0.040784609901458824,0.04589216644136886,0.027004272094331427,10.437133550643921,0.018887890122310756,0.00729038423966776,0.0023501766427874242,0.009640560882455185,0.033432587606822516,0.07421719750828135
Ailerons,8,3428,PartitionWise,0.0035584943191681096,-0.0019231463513869728,-0.00023743250996296483,0.2082500457763672,-0.0016857138414239858,-6.37102850561594e-05,-0.00025074855103811576,-0.0003144566505545093,-0.003793527975468202,-0.0002350336563000925
Ailerons,8,3428,TabPFN,0.04063994400591208,0.0462487364373073,0.027922982542100138,10.101360321044922,0.018325749670480496,0.007686247427791185,0.0022161627434234277,0.009902410171214616,0.03328792171127577,0.07392786571718786
Ailerons,8,4855,BetterCatBoost,0.04166837286138878,0.04373205808272114,0.025844543176340738,13.05358624458313,0.01788751490638043,0.006573978435115782,0.002278212186424669,0.008852192918905114,0.03250258825834453,0.07417096111973331
Ailerons,8,4855,CheapBetterLGBMClassifier,0.04269823912611705,0.04369063425085686,0.026179630166861735,4.1713783740997314,0.01751100408399513,0.006599938411126704,0.0022464082097267803,0.008846348918218158,0.0335324545230728,0.07623069364918984
Ailerons,8,4855,XT,0.03380019591102639,0.0222593694746835,0.015243450618257149,2.7082102298736572,0.007015918856426362,0.00306251286455318,0.0015060647583625408,0.00456857992028038,0.02490217626770051,0.058702372178726904
Ailerons,8,4855,RF,0.037878465333264846,0.03385994718463955,0.020272009172972415,3.4122838973999023,0.013587938011667133,0.00464076895792771,0.001892493411526519,0.006533264666818889,0.028753875090091287,0.06663234042335613
Ailerons,8,4855,tabICL,0.042574656292044176,0.04652449435421916,0.026766883795933605,13.535617113113403,0.01975760676161279,0.006817753372443447,0.002395088745725435,0.00921284211816888,0.03340887168899992,0.07598352798104409
Ailerons,8,4855,PartitionWise,0.00671471012362982,-3.161823177098011e-05,0.0005788579398512739,0.5647695064544678,-0.0006104761716222651,0.00010407463205666934,-0.00010018231542460732,3.894613996721641e-06,-0.002451074479414432,0.0042636356442153885
Ailerons,8,4855,TabPFN,0.04276003258112898,0.045565773302476645,0.025885435467684126,15.118813276290894,0.01968033403811973,0.006533079505749389,0.002395072468577608,0.008928151974327,0.03359424797808473,0.07635428055921373
Ailerons,8,6875,BetterCatBoost,0.04135271701812744,0.046524723146861534,0.0280225155552865,14.962042808532715,0.01850220759157505,0.0073779639925428495,0.002257344512538356,0.009635310887505948,0.030807286314530807,0.07216000333265825
Ailerons,8,6875,CheapBetterLGBMClassifier,0.04433453535600142,0.04606825654430553,0.02777327932115402,5.055775165557861,0.018294977223151553,0.007189471553370566,0.0023152296673906807,0.009504703603185994,0.03378910465240479,0.07812364000840621
Ailerons,8,6875,XT,0.03460362623388117,0.017266142837737596,0.013492235545825116,2.8990981578826904,0.0037739072919124816,0.002560164082221719,0.001377789940807575,0.00393795640545404,0.024145468000932174,0.05874909423481334
Ailerons,8,6875,RF,0.04050908038399437,0.033227129596959816,0.020701805666884253,3.94783616065979,0.012525323930075594,0.00468841620343384,0.0019457269105045498,0.00663414549636313,0.029905467570911753,0.07041454795490612
Ailerons,8,6875,tabICL,0.0440581730409102,0.04891892094954099,0.028788256980158432,20.11717462539673,0.02013066049831085,0.007531378797509453,0.0024085491547113174,0.009939927952220767,0.033512742337313564,0.07757091537822378
Ailerons,8,6875,PartitionWise,0.010079982254721903,0.00032988611036147695,0.000709636084920462,0.599980354309082,-0.00037974997455898497,0.00012490336841630977,-6.0338103217949525e-05,6.45676476231094e-05,-0.00046544844887473375,0.009614533805847168
Ailerons,8,6875,TabPFN,0.04280726434534246,0.04778415756665986,0.028539673815076362,25.876518726348877,0.0192444802805118,0.0076225090987303065,0.0023195693567016535,0.009942078455431958,0.03226183364174583,0.07506909798708829
Ailerons,9,300,BetterCatBoost,0.018666656812032063,-0.0004757619110085876,-0.0014768920203365233,7.225991249084473,0.0010011301093279523,-0.0014350195404928586,0.00026806444544216074,-0.0011669529517670113,0.012000013987223305,0.03066667079925537
Ailerons,9,300,CheapBetterLGBMClassifier,0.02699999213218689,0.007285666294178672,0.0015264053258680576,1.4487335681915283,0.005759260968310614,-0.0009788179691584977,0.0011559887315548717,0.00017717290568004945,0.020333349307378134,0.04733334143956502
Ailerons,9,300,XT,0.018666657606760666,-0.07513115278220905,-0.014884584010757613,3.393993377685547,-0.06024656877145136,-0.00767681695809849,-0.00196870584698738,-0.009645520661802204,0.012000014781951904,0.030666672388712568
Ailerons,9,300,RF,0.020666656494140626,-0.030997549112435584,-0.01203801929901251,4.380719184875488,-0.01895952981342308,-0.00628181695809849,-0.0004966317729133071,-0.006778446587728126,0.012000013192494711,0.032666669686635334
Ailerons,9,300,tabICL,0.029666657845179238,0.013667895368661653,0.0009001431707801044,3.245651960372925,0.012767747811403034,-0.0008243579603731663,0.0014797737225793154,0.0006554157622061518,0.023000015020370485,0.05266667286554973
Ailerons,9,300,PartitionWise,0.004666654268900549,-0.08280520576675635,-0.004411060143096807,0.14439749717712402,-0.0783941456236596,-0.0013820698257614853,-0.0015524483153601678,-0.0029345159978379693,-0.001999988555908204,0.0026666657129923526
Ailerons,9,300,TabPFN,0.015333324273427328,-0.0169433580850674,-0.007308159635040989,3.432175636291504,-0.00963520283650493,-0.0026074622198939317,-0.0005889333141385594,-0.003196395534032491,0.008666681448618572,0.024000005722045897
Ailerons,9,425,BetterCatBoost,0.015999993716969207,0.011430613356949126,0.0068336473866531635,8.189467668533325,0.004596965970295952,0.001745392773520596,0.0007469393863568819,0.002492333529469498,0.02188237050000359,0.037882364216972796
Ailerons,9,425,CheapBetterLGBMClassifier,0.012470579988816205,0.0029895920585129355,0.0018331200397975421,1.6140635013580322,0.0011564720187153931,0.00024409781089344273,0.0005173899830997225,0.0007614891635851911,0.018352956771850587,0.030823536760666792
Ailerons,9,425,XT,0.02070587438695571,0.0012159468503522342,-0.0009001593483496384,3.2720823287963867,0.0021161061987018614,-0.002263504637565872,0.0009819594147217087,-0.0012815438532521538,0.025647074475007903,0.0463529488619636
Ailerons,9,425,RF,0.02070587382597082,0.0030791018205649,0.005439347674671724,4.332746982574463,-0.002360245854106824,7.835157158444794e-05,0.0007526783689700611,0.0008310313101465322,0.025647073914023006,0.046352947739993815
Ailerons,9,425,tabICL,0.008941170748542336,0.004215576654784792,-0.0008174488851884099,3.472677707672119,0.00503301819188452,-0.00038316531654666863,0.0008487047226962529,0.0004655394061495871,0.014823547531576716,0.023764718280119054
Ailerons,9,425,PartitionWise,0.005411753654479981,-0.07230389558466156,-0.00036443632230118703,0.14372658729553223,-0.07193945926236034,-0.00018556543428767115,-0.00022074418930243255,-0.00040630825399808334,0.011294130437514361,0.01670588409199434
Ailerons,9,425,TabPFN,0.03129411164452048,0.011948555536505024,0.0021146122821358746,3.2493934631347656,0.009833935906280445,-7.66822849126464e-05,0.0015696747995132293,0.0014929925146005885,0.03717648842755486,0.06847060007207535
Ailerons,9,602,BetterCatBoost,0.0339159682220664,0.024887134437646723,0.011877832661816107,7.7278594970703125,0.013009301775830573,0.0026369547245769093,0.0017998576758883333,0.004436814317855732,0.030913237242987668,0.06482920546505407
Ailerons,9,602,CheapBetterLGBMClassifier,0.030608806081383028,0.022285870216665216,0.01124593604459843,1.6475944519042969,0.011039934172066796,0.002317525159372673,0.0015413205436193608,0.0038588476203825217,0.027606075102304294,0.05821488118368732
Ailerons,9,602,XT,0.012975197422931345,-0.007666605439021973,-0.0031312903475301914,3.215465784072876,-0.004535315091491798,-0.0021628885105952817,-0.0003326398114829335,-0.0024955264046877174,0.008311309023008532,0.021286506445939875
Ailerons,9,602,RF,0.02310054102384026,0.00520815342262757,0.0029763617514867446,4.213052272796631,0.002231791671140804,2.454384324617198e-05,0.0005832974398179453,0.0006078432004546219,0.018769986036723637,0.0418705270605639
Ailerons,9,602,tabICL,0.027785115928360908,0.022656092551468866,0.011652284919053357,3.784259080886841,0.011003802381241667,0.0026699191876161156,0.0014944093451519937,0.004164328532768107,0.02478238494928218,0.05256750087764309
Ailerons,9,602,PartitionWise,-0.009495883093064154,-0.019182839757948857,-0.004757716870271611,0.14461326599121094,-0.014425122887677245,-0.0010100319741487007,-0.001808874724008508,-0.002818904780766718,-0.012498614072142882,-0.021994497165207034
Ailerons,9,602,TabPFN,0.03142010263010818,0.03110689773438908,0.015281119518564396,3.017849922180176,0.015825772964650854,0.003856513527191191,0.0020352396770903906,0.005891753204281582,0.028417371651029456,0.059837474281137636
Ailerons,9,852,BetterCatBoost,0.02709596602417244,0.0278309693067867,0.01508434248525412,8.211529731750488,0.012746626821532613,0.0038916917979331888,0.0016862476208408667,0.005577941352940421,0.02382113606486076,0.050917102089033196
Ailerons,9,852,CheapBetterLGBMClassifier,0.0244017794963048,0.022164350895507046,0.010839844436386836,1.8558564186096191,0.01132450645912022,0.0024450138616200377,0.0015088561066630812,0.003953871902449483,0.021126949536993123,0.045528729033297924
Ailerons,9,852,XT,0.020072918208883028,-0.02589174124998006,-0.00045611965129681574,3.587763786315918,-0.02543562159868319,-0.0016656315637959996,0.00020229397991076425,-0.0014633356497188638,0.01632956360556803,0.03640248181445106
Ailerons,9,852,RF,0.02581904849113777,0.0017838352274166414,0.010696396143573306,4.670310020446777,-0.00891256091615662,0.0017972700147691506,0.0006037922025916492,0.0024010641515271685,0.020432762920056823,0.046251811411194596
Ailerons,9,852,tabICL,0.028867553112061524,0.029696427319712188,0.013347504266531428,4.375418186187744,0.016348917866223202,0.0033982761286706605,0.0019510745958207314,0.005349350724491386,0.025592723152749842,0.05446027626481137
Ailerons,9,852,PartitionWise,0.007031976632084436,-0.0024929642648849892,-0.002120106136086153,0.17163538932800293,-0.0003728581287988031,-0.0005061223697788609,8.714702936036822e-05,-0.00041897340625212667,0.003757146672772755,0.01078912330485719
Ailerons,9,852,TabPFN,0.028991392149234664,0.03301731002705084,0.01599171359513587,3.3604495525360107,0.017025591244957405,0.0041751785216052745,0.0020121074110774047,0.006187285932682677,0.025716562189922982,0.05470795433915765
Ailerons,9,1207,BetterCatBoost,0.02445045567471273,0.022619841674493067,0.009460594736657857,10.159004211425781,0.013159246937835257,0.0017023477395744307,0.0016745393075440484,0.0033768886430095373,0.02666233782046968,0.051112793495182406
Ailerons,9,1207,CheapBetterLGBMClassifier,0.025528608257684444,0.02375442994031085,0.011028801115316223,2.131584405899048,0.012725628824994683,0.0025252576314844593,0.0016209231687646848,0.0041461823961402135,0.027740490403441398,0.05326909866112585
Ailerons,9,1207,XT,0.022376795945550663,-0.007992446473676761,0.00680880260630623,3.4197511672973633,-0.014801249079982936,0.0010477357549847272,0.0003668290264393664,0.0014145663773151573,0.024010165358827558,0.04638696130437822
Ailerons,9,1207,RF,0.020721845049854987,0.002325398688232261,0.006692636697527532,3.940748929977417,-0.0043672380092951825,0.0008368357325041736,0.00073364265499197,0.001570479983387199,0.02177430165941866,0.042496146709273645
Ailerons,9,1207,tabICL,0.027355021668585854,0.027237743674367654,0.010982355970192037,5.116012096405029,0.016255381222335906,0.002422003955304197,0.0020503618452891335,0.004472365800593334,0.02956690381434281,0.05692192548292866
Ailerons,9,1207,PartitionWise,0.0018212571093740217,-0.011353935591740472,-0.0011433947307152637,0.16693687438964844,-0.010210540861025186,-0.00025947627693843623,-0.00026287838392642095,-0.0005223530649737962,0.004033139255130974,0.005854396364504996
Ailerons,9,1207,TabPFN,0.026362257518296073,0.025383438279728388,0.011213100769603867,3.9733188152313232,0.014170331028284789,0.0024845086255286,0.0018467495318904542,0.004331258157419063,0.028574139664053023,0.05493639718234909
Ailerons,9,1709,BetterCatBoost,0.03464011045920316,0.04260294774324315,0.020192079621464354,10.78031611442566,0.022410868121778827,0.005223743509019799,0.002816199882632972,0.008039944802698073,0.039850128984739955,0.0744902394439431
Ailerons,9,1709,CheapBetterLGBMClassifier,0.03663098674251367,0.04110632363558642,0.01934452935619705,2.351806402206421,0.02176179427938938,0.0046502100734897,0.0028157948588790837,0.007466006343414086,0.04184100526805047,0.07847199201056416
Ailerons,9,1709,XT,0.021773413341158353,0.01492388702384868,0.004447175907164746,2.5749871730804443,0.010476711116683923,0.00012772373705902674,0.001926817694936228,0.002054542843040544,0.02856289339683769,0.05033630673799605
Ailerons,9,1709,RF,0.027795261189716435,0.023852693030996942,0.013506047047079129,3.0409328937530518,0.010346645983917813,0.0032720507460662824,0.0025825923820068956,0.005854644539118478,0.03253658573562583,0.060331846925342256
Ailerons,9,1709,tabICL,0.03458626279166758,0.04168767983223809,0.018099375689111918,6.165471076965332,0.02358829695371629,0.004498365374603639,0.0029859185790693382,0.007484283953672982,0.03979628131720438,0.07438254410887196
Ailerons,9,1709,PartitionWise,-0.0022750521987588202,-0.005039854455044746,-0.0014211918197700845,0.17745089530944824,-0.0036186626352746275,-0.0003667985247269606,-0.0004221210280564408,-0.0007889181417380959,0.0029349663267779847,0.0006599141280191637
Ailerons,9,1709,TabPFN,0.036802825955578704,0.046659678907803134,0.021264457132106406,5.477214813232422,0.025395214586286862,0.005534651731089882,0.0031762568195000756,0.008710908550589955,0.04201284448111551,0.07881567043669421
Ailerons,9,2420,BetterCatBoost,0.03533057038449059,0.04744207526385318,0.025616500938534837,11.720174312591553,0.02182557432531842,0.007192355132686981,0.0027528075180522998,0.009945164255615901,0.03739670992882784,0.07272728031331843
Ailerons,9,2420,CheapBetterLGBMClassifier,0.03528924796206893,0.04103710903875313,0.021457271726329642,2.8084375858306885,0.01957983731242353,0.005555269732179025,0.0026294048562601367,0.008184676193315763,0.03735538750640617,0.07264463546847509
Ailerons,9,2420,XT,0.028512387827408215,0.010616423856244405,0.013164058138719782,2.3181536197662354,-0.0025476342824753417,0.003103487834976465,0.0016503748873180624,0.004753864327171143,0.03037191545667727,0.05888430328408548
Ailerons,9,2420,RF,0.026570238801073433,0.021286215269445186,0.018908491391111493,2.8404247760772705,0.002377723878333704,0.005115434575105024,0.0015847275043979537,0.00670016368437959,0.027975221064465105,0.054545459865538534
Ailerons,9,2420,tabICL,0.037396686973650596,0.04344247404282185,0.02280078008409401,7.818219423294067,0.020641687511283847,0.006104744997737577,0.0027726229215772114,0.008877367919314792,0.039462826517987847,0.07685951349163844
Ailerons,9,2420,PartitionWise,0.002727264313658407,-0.000844401030553954,0.0003669160533261717,0.1910715103149414,-0.0012113170838801257,7.027924633334348e-05,-0.00016788040230756028,-9.759955109761298e-05,0.004793403857995655,0.007520668171654063
Ailerons,9,2420,TabPFN,0.036033050777498354,0.047723568591699274,0.025723526577028644,6.99211573600769,0.022000035567226628,0.007086014284652248,0.00277340994785199,0.00985942423250424,0.038099190321835605,0.07413224109933396
Ailerons,9,3428,BetterCatBoost,0.03415670238124979,0.041749153164452595,0.021263477216111503,12.560194969177246,0.020485675948341064,0.005750281863288842,0.0026380291929124972,0.008388312575912646,0.037604194887319996,0.0717608972685698
Ailerons,9,3428,CheapBetterLGBMClassifier,0.03182314928669174,0.03978921806862129,0.020146717536589274,3.3465099334716797,0.019642500532032047,0.005259040761592515,0.0025133997830413786,0.007772442064345189,0.035270641792761945,0.06709379107945371
Ailerons,9,3428,XT,0.02301350424693621,0.006635955547988737,0.0043425411395189625,2.3644800186157227,0.002293414408469763,3.2136397951432195e-05,0.0012969596336064788,0.0013290975512691954,0.026140254198006842,0.04915375844494305
Ailerons,9,3428,RF,0.02438300002575357,0.026188097807865452,0.013210092401182982,2.902642011642456,0.01297800540668247,0.003262788868046171,0.0017408373217689872,0.005003627709526459,0.028093563898710046,0.052476563924463614
Ailerons,9,3428,tabICL,0.02945857021915223,0.04055884927564189,0.020391509408672293,10.133843898773193,0.02016733309352172,0.0055703890601697895,0.0024981895346338654,0.008068578594803652,0.03290606272522244,0.062364632944374665
Ailerons,9,3428,PartitionWise,-0.0027457294649606066,-0.001627288874428201,-0.0008432569993230721,0.19219565391540527,-0.0007840318751051511,-0.0001658162318908668,-0.00012083532184397616,-0.0002866500340235556,0.0007017630411095994,-0.0020439664238510076
Ailerons,9,3428,TabPFN,0.032844452594493576,0.041657403073391344,0.02078106495964588,10.088760375976562,0.020876331340297576,0.005741869635810309,0.002564828512594405,0.008306698148404712,0.036291945100563786,0.06913639769505735
Ailerons,9,4855,BetterCatBoost,0.03371780797701048,0.042236879720356765,0.021253491052939298,13.959575176239014,0.020983388667417523,0.005571908362587091,0.0025986869277711015,0.008170596825783968,0.03691041678282308,0.07062822475983357
Ailerons,9,4855,CheapBetterLGBMClassifier,0.03126672642606663,0.03970310128278628,0.019009872085185054,4.002115726470947,0.02069322919760125,0.00488684431290268,0.002539980743001424,0.007426826591329885,0.03445933523187922,0.06572606165794585
Ailerons,9,4855,XT,0.027600403156143018,0.022838697916585105,0.01000226417828387,2.5906615257263184,0.012836433738301244,0.002049560199326486,0.0019260105941084904,0.003975572328860757,0.030854803698193035,0.05845520685433604
Ailerons,9,4855,RF,0.028218322335507424,0.02735397313617568,0.014860140164489877,3.4193761348724365,0.012493832971685815,0.0034371537454988194,0.0019715901798734474,0.005408745460798048,0.03120495767229986,0.05942328000780729
Ailerons,9,4855,tabICL,0.033305862905068206,0.04169425060755272,0.02040724314885144,13.89842677116394,0.021287000745406782,0.005339007983492528,0.0026948939344453803,0.008033901917937906,0.0364984717108808,0.06980433461594901
Ailerons,9,4855,PartitionWise,0.0002677544997477502,-0.0021696101752434415,-0.0007931354317486927,0.5557758808135986,-0.0013764747434947488,-0.00016266588592002418,-0.00019496970170112816,-0.0003576340521953797,0.0034603633055603467,0.0037281178053080967
Ailerons,9,4855,TabPFN,0.033532433701347245,0.043667176694953486,0.02217824553368448,16.240489959716797,0.02148892444797451,0.006006629281436563,0.0026917416137497235,0.008698370895186283,0.03672504250715984,0.07025747620850709
Ailerons,9,6875,BetterCatBoost,0.03669817319349809,0.04742594010576434,0.025065501914424314,15.660078048706055,0.022360438191340037,0.006846565568275803,0.0027723569736142818,0.009618924215859446,0.03764365158081055,0.07434182477430865
Ailerons,9,6875,CheapBetterLGBMClassifier,0.0356363545851274,0.044041417979820086,0.022913064927204886,4.922445297241211,0.021128353052615234,0.006048099452351863,0.0026594553747316977,0.008707556501052927,0.03658183297243985,0.07221818755756725
Ailerons,9,6875,XT,0.030399991191517216,0.0251852169976571,0.012553083713549873,2.9628920555114746,0.01263213328410726,0.002431389033101347,0.0020096645886569092,0.004441055295727608,0.03101092390580611,0.061410915097323326
Ailerons,9,6875,RF,0.03185453616055575,0.03261004745823272,0.01868562846097952,3.929835796356201,0.013924418997253229,0.004549215295727613,0.0021012815583538735,0.006650498528050844,0.03297455976659601,0.06482909592715176
Ailerons,9,6875,tabICL,0.03803635605898771,0.04749188297940159,0.0244250427426956,20.170032501220703,0.023066834053741703,0.006604042633284221,0.002871511516320896,0.009475554149605114,0.03898183444630017,0.07701819050528787
Ailerons,9,6875,PartitionWise,0.003927261456576261,0.00023769939899263016,2.0673307078444835e-07,0.6015160083770752,0.0002374926659218679,-3.5788052355739673e-06,4.4327485181955285e-05,4.075035391573334e-05,0.004872739843888716,0.008800001300464978
Ailerons,9,6875,TabPFN,0.03599999273473566,0.04746408459476613,0.024758662951739275,25.652668714523315,0.02270541546006257,0.006883893810619007,0.00278805592797676,0.009671949738595767,0.036945471122048115,0.07294546385678377
miami2016,0,300,BetterCatBoost,0.004666661421457927,0.033777894503673626,-0.0019185307795146988,11.295586824417114,0.035696425283188296,-0.0006845452286122599,0.004469748018710421,0.0037852016451922583,0.05133335192998249,0.056000013351440434
miami2016,0,300,CheapBetterLGBMClassifier,0.0053333298365275065,0.025573085025752673,0.0013892435624228206,1.4395623207092285,0.02418384146332985,6.730877324410758e-05,0.003520011209964422,0.0035873188383026347,0.05200002034505209,0.05733335018157959
miami2016,0,300,XT,0.000999996264775594,0.03126568485009993,-0.001515044725399789,3.3653903007507324,0.0327807295754997,-0.0009528507069459576,0.004145630774535523,0.0031927789226836633,0.05066668669382731,0.051666682958602904
miami2016,0,300,RF,0.007666662136713663,0.03336658251040889,-0.007419099580430427,4.303060531616211,0.040785682090839305,-0.002611109966205216,0.004798667811572555,0.0021875567004614447,0.05700001915295919,0.06466668128967286
miami2016,0,300,tabICL,0.003333330949147543,0.02345466065301384,-0.0005870953310578075,2.9155561923980713,0.02404173901075012,-0.00018534710320333576,0.0033856781897581346,0.003200331086554796,0.050000021457672114,0.05333335240681967
miami2016,0,300,PartitionWise,0.011333329677581789,-0.0395890105881471,-0.0033547081581418504,0.13512778282165527,-0.036234302430005264,-0.0016386504014142267,0.0034107941784009992,0.0017721426320808815,0.05800002018610637,0.06933334986368815
miami2016,0,300,TabPFN,0.005666664044062297,0.03380481667548242,-0.0014241171488214633,3.146280527114868,0.03522891685098234,-0.0008675440742323785,0.0041567808942174185,0.0032892368199850335,0.05233335455258688,0.05800001859664916
miami2016,0,425,BetterCatBoost,0.034588226711048796,0.03135080834002029,0.012638885887442474,13.828536987304688,0.01871192245257782,0.00231106914474081,0.0025771231191028853,0.004888193778502902,0.03811766231761259,0.0727058890286614
miami2016,0,425,CheapBetterLGBMClassifier,0.02682352066040039,0.02010255274812866,0.006231029128038001,1.7984466552734375,0.013871523620090687,0.0006405531224264515,0.0018446778945194948,0.002485232531605157,0.030352956266964187,0.057176476927364585
miami2016,0,425,XT,0.02729410956887638,0.027764205277254088,0.011795933832804296,3.3124637603759766,0.0159682714444498,0.002554089988608764,0.0023932010997198758,0.004947292602987849,0.030117662654203525,0.0574117722230799
miami2016,0,425,RF,0.029882345480077406,0.00123349303141137,0.001231306985723052,4.220309495925903,2.186045688351568e-06,-0.002344968834920655,0.002541776263118564,0.00019680894285713235,0.0329411927391501,0.06282353821922751
miami2016,0,425,tabICL,0.02729411012986127,0.022691968993180434,0.012762872428091626,3.0384433269500732,0.009929089772302052,0.0024667101769762874,0.0020820441307713546,0.004548754307747638,0.03082354573642506,0.058117655866286345
miami2016,0,425,PartitionWise,0.024941172319300035,-0.040485928530872115,-0.0020476693519198173,0.1466200351715088,-0.0384382591789523,-0.002182063752320722,0.0009098948722216602,-0.001272167365439851,0.02847060792586382,0.05341178024516387
miami2016,0,425,TabPFN,0.036705874835743627,0.019113831078092024,0.006335558374528117,3.1096901893615723,0.012778265910777149,-3.493043648846589e-05,0.0020872926840665358,0.0020523622475780825,0.040235310442307416,0.07694118527805104
miami2016,0,603,BetterCatBoost,0.038803022553112874,0.06402722448704141,0.01895395962666343,17.018051862716675,0.04507326486037796,0.003900879618769089,0.00485102009485341,0.008751900598358415,0.05254960286879999,0.09135262542191289
miami2016,0,603,CheapBetterLGBMClassifier,0.035296135856757144,0.04761765965201566,0.009775099066207816,1.9917702674865723,0.037842560585807795,0.0007865976178363376,0.0042740143131918835,0.0050606128157641385,0.04904271617244427,0.08433885202920141
miami2016,0,603,XT,0.042786494573942555,0.06396996919287193,0.01909370886595786,3.280475616455078,0.044876260326914046,0.002865152313917284,0.00489915001823317,0.007764303216886361,0.05570387359000435,0.0984903681639469
miami2016,0,603,RF,0.03731542047226068,0.05741108206687653,0.014930727780372677,3.7293877601623535,0.042480354286503784,0.0015168829536479273,0.004423944018845353,0.005940827857229189,0.05039946619472556,0.08771488666698626
miami2016,0,603,tabICL,0.038984842354601076,0.056907358708805186,0.014301435371144384,3.2637405395507812,0.04260591413359413,0.0014757595445380966,0.0045679497479669375,0.006043709292505028,0.0527314226702882,0.09171626502488926
miami2016,0,603,PartitionWise,0.012625340236448391,0.0080861260094033,0.002798617029287498,0.1494126319885254,0.005287508980115763,0.0003409107527439392,0.000624161384915535,0.0009650730223953824,0.026371920552135497,0.03899726078858389
miami2016,0,603,TabPFN,0.04543112251548399,0.06973857085059969,0.022213846044503917,2.8606362342834473,0.047524715602029075,0.004360634145024174,0.005006437773060435,0.0093670719180846,0.05917770283117111,0.1046088253466551
miami2016,0,856,BetterCatBoost,0.018818843907018136,0.03939257588428745,0.011396461948475572,12.98616647720337,0.027996113935811823,0.002448551979382441,0.0034544863460243837,0.00590303843101244,0.045202656678564615,0.06402150058558274
miami2016,0,856,CheapBetterLGBMClassifier,0.022090977675149864,0.034266764393029406,0.008683493953994408,2.0369019508361816,0.025583270439034994,0.001681361339960137,0.00330434424584969,0.0049857056914154475,0.048474790446696336,0.0705657681218462
miami2016,0,856,XT,0.020560989551895673,0.03954629403211094,0.009216184449756432,3.6441564559936523,0.030330109582354492,0.001690552578861794,0.003493309730137918,0.005183862414605328,0.04869986814365053,0.0692608576955462
miami2016,0,856,RF,0.018116409359019776,0.015637671149045674,0.004481068604255079,3.427960157394409,0.011156602544790607,-0.00026712501305081043,0.0030693627394916224,0.002802237832046431,0.044968058220564905,0.06308446757958468
miami2016,0,856,tabICL,0.019405000192461153,0.03902767641518621,0.011921685314058267,3.501986265182495,0.027105978914632622,0.0027592795194054122,0.0032723304882857325,0.006031610007691144,0.04578881296400762,0.06519381315646879
miami2016,0,856,PartitionWise,0.014149323212408166,0.01031380256969463,0.008551844944545518,0.14475297927856445,0.0017619576251491132,0.0019521789669401893,0.001866717478967528,0.0038188965515133398,0.040533135983954645,0.05468245919636281
miami2016,0,856,TabPFN,0.021391263940975354,0.041019127050769336,0.013696575998779426,2.8873307704925537,0.027322538865494593,0.0032650609640600932,0.003384766374585964,0.006649827338646054,0.047775076712521826,0.06916634065349718
miami2016,0,1214,BetterCatBoost,0.032118483847859515,0.04143580892874987,0.020933924929005844,15.971328258514404,0.020501883999744053,0.005734618637454317,0.002831480086105376,0.008566099977948544,0.03986941746082921,0.07198790130868873
miami2016,0,1214,CheapBetterLGBMClassifier,0.02956058157263485,0.037797347258803196,0.01751567189174367,2.3906822204589844,0.020281675367059503,0.004265861906466486,0.002813268573841965,0.007079131734697314,0.03731151518560456,0.06687209675823941
miami2016,0,1214,XT,0.032690534063639635,0.017804848657210735,0.02107092705435335,3.6263656616210938,-0.003266078397142591,0.0053273802675268935,0.003335163071246855,0.008662544593162607,0.04044112737894877,0.07313166144258841
miami2016,0,1214,RF,0.0366380903954628,0.04175618178081578,0.02357070943951306,2.723792314529419,0.0181854723413027,0.006205355568611065,0.0033729361253947627,0.009578292948394695,0.04570861697233449,0.0823467073677973
miami2016,0,1214,tabICL,0.0360660413586801,0.050343520500001224,0.02391018943414136,4.028936386108398,0.02643332327678566,0.0065295411769636545,0.003544730083276626,0.010074271260240287,0.043816974971649804,0.0798830163303299
miami2016,0,1214,PartitionWise,0.016213987782038555,0.00039958264795665334,0.00875374750008696,0.14327573776245117,-0.008354164852130285,0.0020840160651674823,0.000372145692889575,0.002456163012445911,0.023964921395008252,0.0401789091770468
miami2016,0,1214,TabPFN,0.035735462571238066,0.045593497572873,0.019858719432500404,2.9546079635620117,0.025734770351298376,0.004724204613423729,0.0033792988329366226,0.008103503446360353,0.04348639618420777,0.07922185875544584
miami2016,0,1722,BetterCatBoost,0.030497297650240146,0.05421513358282428,0.01971610092731122,17.0405752658844,0.03449903265551305,0.004906160324993499,0.00425072403097867,0.009156884720612112,0.052679660555124685,0.08317695820536483
miami2016,0,1722,CheapBetterLGBMClassifier,0.027999993934348495,0.05401884985781817,0.01887470501629427,2.8707942962646484,0.035144144841523894,0.00479313959697229,0.00413620553088318,0.008929345492495414,0.05018235683923302,0.07818235077358152
miami2016,0,1722,XT,0.03717306421045748,0.058127116685891,0.021110620810562315,3.482208490371704,0.03701649587532868,0.0048601726121791505,0.004872020325919174,0.009732193302738258,0.05912354286347007,0.09629660707392755
miami2016,0,1722,RF,0.03189062429772188,0.06045360493486884,0.021762044385757302,2.7514808177948,0.038691560549111534,0.005369078783770352,0.0044130450235186965,0.00978212417192899,0.05355023682519246,0.08544086112291435
miami2016,0,1722,tabICL,0.03525681977204533,0.065986472875938,0.023818302510625833,4.777517557144165,0.04216815917037291,0.005927922780665389,0.005007418412241603,0.010935341192906988,0.05743918267692988,0.09269600244897522
miami2016,0,1722,PartitionWise,0.01887596421463545,0.02381059322054401,0.00811172800396855,0.15967679023742676,0.015698865216575448,0.0018040507247243862,0.0022635665593584197,0.004067617648722747,0.04105832711951998,0.05993429133415543
miami2016,0,1722,TabPFN,0.0336912653813428,0.05981417760503136,0.020686389342855736,3.5819010734558105,0.039127777067236365,0.0050431925840258365,0.00465288953509022,0.00969608211911605,0.05587362828622733,0.08956489366757014
miami2016,0,2442,BetterCatBoost,0.02964823829889529,0.045990186232866284,0.013697354198782031,18.041568279266357,0.03229283203408424,0.0031202670574627237,0.004034142191068997,0.007154409536545464,0.05307345239185113,0.08272169069074642
miami2016,0,2442,CheapBetterLGBMClassifier,0.02886938225983606,0.051447077847254864,0.015050077831986258,3.180412769317627,0.036397000015268646,0.003552971628989067,0.00432968475989585,0.00788265667689866,0.0522945963527919,0.08116397861262795
miami2016,0,2442,XT,0.0316116801894088,0.04988327817806947,0.017113591535261347,2.547484874725342,0.03276968664280816,0.0035535615701332486,0.004374782417854148,0.007928344276001144,0.05544714920789502,0.08705882939730383
miami2016,0,2442,RF,0.02985416211285502,0.03921685222943378,0.014403784569268501,3.149092435836792,0.024813067660165306,0.003142004407267883,0.00423828791772191,0.007380292613003535,0.053196906009182865,0.08305106812203787
miami2016,0,2442,tabICL,0.030792930858514644,0.05674247612714432,0.017976507341802745,5.863616228103638,0.03876595729708533,0.004425233114609001,0.0046376638254904705,0.009062896940099468,0.05421814495147048,0.08501107580998511
miami2016,0,2442,PartitionWise,0.012076917247726018,0.014945575772934483,0.003552700820699406,0.15825748443603516,0.011392874952235099,0.0006748547758735387,0.0017131926904966495,0.0023880477543839333,0.03550213134068185,0.04757904858840787
miami2016,0,2442,TabPFN,0.031201677185070616,0.05460903330936676,0.01682801734221363,4.544878005981445,0.0377810044788969,0.004073411683165941,0.004559634290814693,0.008633045973980635,0.05462689127802646,0.08582856846309707
miami2016,0,3463,BetterCatBoost,0.03346123731999699,0.06454396100459105,0.024567113842729315,19.280581951141357,0.03997684716186174,0.006709755347256749,0.004792980119580739,0.011502735715625198,0.0575226846452437,0.0909839219652407
miami2016,0,3463,CheapBetterLGBMClassifier,0.03369236776873889,0.0683198511408091,0.024662660415461862,4.494629859924316,0.043657190725347225,0.006473326688764938,0.004933807948767086,0.01140713488631974,0.0577538150939856,0.09144618286272448
miami2016,0,3463,XT,0.0361192376509073,0.06583841046895525,0.027842986418122845,2.3263988494873047,0.03799542405083238,0.007665567118619737,0.0051581301699978165,0.012823697537405272,0.05951673733309987,0.09563597498400717
miami2016,0,3463,RF,0.03383887825659795,0.06376966844716205,0.026210156176275628,3.5718705654144287,0.03755951227088639,0.007187268090166563,0.005047434049234259,0.012234702388188537,0.05818905084849206,0.09202792910509
miami2016,0,3463,tabICL,0.033636191823967765,0.07142739810481674,0.026175053775513428,7.533249616622925,0.04525233269089393,0.007104513849792053,0.005091996542938906,0.012196510392730958,0.05769763914921448,0.09133383097318223
miami2016,0,3463,PartitionWise,0.016715415753080814,0.019825983777188416,0.005831625194168621,0.16159510612487793,0.013994358583019806,0.0012163832785379385,0.0020607869072168496,0.003277170434542495,0.04077686307832752,0.05749227883140834
miami2016,0,3463,TabPFN,0.03276884779526098,0.07171055346963592,0.026951851737114473,6.204154014587402,0.04475869009411206,0.007456252278052718,0.005009321831580221,0.012465574109632938,0.05683029512050769,0.08959914291576868
miami2016,0,4912,BetterCatBoost,0.034486364174326024,0.07190002227801276,0.031344619683926205,24.034144401550293,0.04055540259408655,0.008888539765208963,0.004677137047258728,0.01356567726194828,0.055292640126913595,0.08977900430123963
miami2016,0,4912,CheapBetterLGBMClassifier,0.03906719112691242,0.07779456959609592,0.0320105028801258,5.320916414260864,0.0457840667159701,0.008875494301866316,0.005095568767962714,0.013971063519309624,0.05987346707949999,0.09894065820641242
miami2016,0,4912,XT,0.03941325768670474,0.07819454793245177,0.03180853143051527,2.3636415004730225,0.04638601650193647,0.008539985381149511,0.005324311325461467,0.013864297156091571,0.05993440113991104,0.09934765882661578
miami2016,0,4912,RF,0.039677505223646284,0.08025674354686664,0.033441242284417146,4.265668153762817,0.046815501262449474,0.009288577291095397,0.005300088929201171,0.014588666669777161,0.060158184814242885,0.09983569003788918
miami2016,0,4912,tabICL,0.038762252596928885,0.08188469117226213,0.03311094225404389,10.218523263931274,0.04877373804804003,0.009423799864583549,0.005246056705164445,0.014669856569747997,0.059568528549516456,0.09833078114644536
miami2016,0,4912,PartitionWise,0.017365411039937013,0.01965760901304147,0.006840187079552968,0.16842389106750488,0.01281742193348851,0.0015026857749244713,0.0018922943678212137,0.003394980592226274,0.03817168699252458,0.05553709803246158
miami2016,0,4912,TabPFN,0.040024256426623175,0.0823692671412359,0.033990953587105424,9.52886700630188,0.04837830268395228,0.009649541099696584,0.005348659694869434,0.014998200794566019,0.060830532379210746,0.1008547888058339
miami2016,0,6967,BetterCatBoost,0.04001572106590856,0.07873622410074851,0.03489697545646515,26.42681574821472,0.043839248644283416,0.009813599367606562,0.00504130770272313,0.014854907557385005,0.06021254773724488,0.10022826880315343
miami2016,0,6967,CheapBetterLGBMClassifier,0.040503464092193006,0.0812200539507679,0.03541927119583469,6.210101842880249,0.04580078275493325,0.009929181605835563,0.005144482796769606,0.015073664889660481,0.06070029076352932,0.10120375485572235
miami2016,0,6967,XT,0.040905845191306515,0.07867088399947393,0.035904751601101556,2.6682357788085938,0.0427661323983724,0.01020366149299593,0.005380449772715223,0.015584111752766467,0.06091609632286088,0.10182194151416739
miami2016,0,6967,RF,0.040790943746245846,0.07647986312986872,0.0361409558323273,5.444208145141602,0.04033890729754144,0.010260147434351273,0.0053431408041059196,0.015603288725512504,0.06071514257623879,0.10150608632248463
miami2016,0,6967,tabICL,0.04084790101675134,0.08508735475746179,0.036360058721495545,14.736785650253296,0.048727285309620165,0.010330469270806796,0.0054104457263158936,0.01574091499712269,0.06104472768808765,0.10189262870483899
miami2016,0,6967,PartitionWise,0.01785426939557679,0.020612926055258392,0.006948971111677782,0.17521905899047852,0.013663954943580636,0.0015236497780063835,0.001970997347262629,0.0034946476123243224,0.038051096066913107,0.055905365462489885
miami2016,0,6967,TabPFN,0.041120734848101984,0.08572825211342715,0.03756357917760404,14.13178563117981,0.04816466220947699,0.01074201093580017,0.005356713701965085,0.016098724637765256,0.06131756151943829,0.10243829636754027
miami2016,1,300,BetterCatBoost,0.003666661183039348,0.026922166402813696,-0.0034148028759231675,12.675698280334473,0.03033696927873687,-0.0012326091097657518,0.0032423128434443853,0.0020097034108201225,0.037000018358230594,0.040666679541269936
miami2016,1,300,CheapBetterLGBMClassifier,0.005999994277954101,0.02456768225812353,-0.003474769483515372,1.468611240386963,0.028042451741638903,-0.0014283300199816357,0.0031384420171250357,0.0017101116742848908,0.03933335145314534,0.04533334573109944
miami2016,1,300,XT,0.005666661659876506,0.013649496215398838,-0.020531420311002628,3.335972785949707,0.0341809165264015,-0.007691221899363723,0.003632889211747378,-0.004058333010474835,0.04066668510437012,0.04633334676424662
miami2016,1,300,RF,0.010333327849706014,0.025275763715293213,-0.011338887612413445,4.2489564418792725,0.03661465132770665,-0.005144629306771123,0.004091926248784417,-0.0010527033808452116,0.04266668478647868,0.05300001263618469
miami2016,1,300,tabICL,0.002999995152155558,0.019454306913964818,-0.007427879788798214,2.9600698947906494,0.02688217287615229,-0.0022105204096684846,0.0031857505887501235,0.0009752301790816375,0.0363333523273468,0.03933334747950236
miami2016,1,300,PartitionWise,0.02199999650319417,0.001076856027462636,0.011442957913657131,0.14450955390930176,-0.010366101886194495,0.0019252235073562469,0.0030368812802611055,0.004962104464758853,0.05533335367838542,0.0773333501815796
miami2016,1,300,TabPFN,-0.0013333384195963536,0.012235143445857244,-0.007893434930167708,3.1933295726776123,0.020128564549414196,-0.002316342340782286,0.0022375007197539764,-7.884162102830689e-05,0.03200001875559489,0.03066668033599853
miami2016,1,425,BetterCatBoost,-0.008235298325033748,0.010150949788507802,-0.004108664397025846,11.638266324996948,0.014259614185533637,-0.0009665093060226962,0.001913369414454183,0.0009468591569485124,0.035294137281530046,0.027058838956496294
miami2016,1,425,CheapBetterLGBMClassifier,-0.0021176509296192843,0.013547171767719562,-0.007014942684490139,1.7162680625915527,0.020562114452209696,-0.0022802452712218186,0.002832277038705093,0.0005520308160003012,0.04141178467694451,0.039294133747325224
miami2016,1,425,XT,0.00376470173106474,0.01694821527251187,-0.013690989152887089,3.2418360710144043,0.030639204425398987,-0.005577306238059509,0.0035979094482149997,-0.0019793977413274876,0.04870590181911692,0.05247060355018167
miami2016,1,425,RF,0.0009411716461181642,-0.003963436477861043,-0.011739121920945016,4.241472244262695,0.00777568544308401,-0.004275763754399374,0.003472602258672513,-0.0008031624472098389,0.04352943055769977,0.044470602203817926
miami2016,1,425,tabICL,-0.0068235321605906755,0.021142214958534623,-0.0046966984686929395,3.1125028133392334,0.025838897194308496,-0.0012720481985632082,0.002828984093894712,0.001556935895331501,0.03670590344597312,0.029882371285382438
miami2016,1,425,PartitionWise,0.003529409240273869,-0.028422998926901578,-0.001499912613693899,0.1416001319885254,-0.026923086313207677,-0.0005512194095787598,0.0024047850064581057,0.0018535646453963675,0.047058844846837665,0.050588254087111525
miami2016,1,425,TabPFN,-0.0065882379868451284,0.017912182166438872,-0.005316352528103035,3.1170835494995117,0.023228518461622834,-0.001485923099167208,0.002592189945507388,0.0011062668463401857,0.03694119761971866,0.030352959632873534
miami2016,1,603,BetterCatBoost,0.0208980623716822,0.04061317542894306,0.005826024052589912,13.692210912704468,0.03478715137635317,0.001015816229252832,0.0037069891012087323,0.00472280580332458,0.04132508345871917,0.06222314583040137
miami2016,1,603,CheapBetterLGBMClassifier,0.018731397562775733,0.025487166539475286,-0.0016329086129958314,1.8365364074707031,0.027120075152471113,-0.0008934073270102094,0.0032371313259851693,0.0023437244718379547,0.039158418649812704,0.05788981621258843
miami2016,1,603,XT,0.02240081992195329,0.03594412385300623,0.00011385453778591237,3.3137435913085938,0.03583026931522037,-0.001161993585810661,0.0038485754377583616,0.0026865823248107047,0.043166683667619034,0.06556750358957233
miami2016,1,603,RF,0.014611563446107978,0.015006149628310938,0.001026748722438342,3.747587203979492,0.01397940090587262,-0.000513950579994929,0.003142892854348503,0.0026289427472165868,0.03453996182473238,0.049151525270840345
miami2016,1,603,tabICL,0.01907988328250643,0.039686486925937174,0.005214763102790498,3.2357146739959717,0.034471713042473914,0.0014358058827993348,0.0036523089705952708,0.005088114853394607,0.039506904369543405,0.058586787652049846
miami2016,1,603,PartitionWise,0.014592281281127087,-0.0814623617271363,0.0007903237920602269,0.14329957962036133,-0.08225268551919648,-0.0005179501446341467,0.0005600061593365998,4.205648756543945e-05,0.035019302368164064,0.049611583649291156
miami2016,1,603,TabPFN,0.014745171511797208,0.03640337880337488,-0.001151945685091138,2.8480210304260254,0.037555313707793254,-0.0007643375332536506,0.003866957416426303,0.0031026198831726496,0.03517219259883418,0.0499173641106314
miami2016,1,856,BetterCatBoost,0.03655174014828698,0.05424328170821753,0.021155898014347578,13.938469648361206,0.03308738369386991,0.0055231551948005915,0.0038378572153994843,0.009361013449874243,0.04778527412206384,0.08433701427035083
miami2016,1,856,CheapBetterLGBMClassifier,0.03410375970456935,0.0508662348342972,0.01917415307005029,2.3279032707214355,0.03169208176424687,0.004633943635407756,0.003815466073340687,0.008449410748422601,0.045337293678346206,0.07944105338291556
miami2016,1,856,XT,0.03946483642588371,0.04872647737024606,0.026111644616656427,3.5728278160095215,0.022614832753589574,0.007057006153157184,0.00380129064777012,0.010858297840601468,0.05034749312302247,0.0898123295489062
miami2016,1,856,RF,0.03490955289587526,0.048123198825339226,0.018695115774417542,3.425043821334839,0.02942808305092167,0.004453672668713949,0.003586072520626246,0.008039746229014356,0.04544337230054242,0.08035292519641768
miami2016,1,856,tabICL,0.03806268925911939,0.06278669882415651,0.025855262170704413,3.5470471382141113,0.03693142804247266,0.006656799440409073,0.004136149339160132,0.0107929487795692,0.049296223232896244,0.08735891249201565
miami2016,1,856,PartitionWise,0.018470007447860492,0.003976367276302262,0.006993082346441487,0.14742660522460938,-0.003016715070139209,0.0014315658810253803,0.0011302096233971452,0.0025617765440966818,0.029703541421637347,0.04817354886949783
miami2016,1,856,TabPFN,0.03679313855188713,0.05672935397991783,0.019030146619971954,2.893292188644409,0.03769919874896643,0.0043594327506704415,0.00426143653525395,0.008620869285924388,0.048026672525663984,0.08481981107755111
miami2016,1,1214,BetterCatBoost,0.024141407131731147,0.05549004321056163,0.013420764223311326,14.845344066619873,0.04206927898725036,0.0031368373211671323,0.00455861521681019,0.007695452675795846,0.05000273764297654,0.07414414477470768
miami2016,1,1214,CheapBetterLGBMClassifier,0.025292990774304448,0.05205923250865243,0.010978822081679407,2.500791072845459,0.04108041042697303,0.0022820235896449034,0.004599761459156933,0.0068817851866203456,0.05115432128554983,0.07644731205985428
miami2016,1,1214,XT,0.028913369922497174,0.05841677372831096,0.012812847690142121,3.645746946334839,0.04560392603816886,0.002184798578865732,0.0048378124436641,0.007022611160348346,0.054115923961336077,0.08302929388383325
miami2016,1,1214,RF,0.028500486981141805,0.05877401770156858,0.012584099776519087,2.7049005031585693,0.046189917925049506,0.002380249043104071,0.004842082113803571,0.00722233129472616,0.0546910354816455,0.0831915224627873
miami2016,1,1214,tabICL,0.02586062065424597,0.0586193152628073,0.01240743827940472,4.069142580032349,0.04621186492021482,0.0024675530179227925,0.0048063736994367525,0.007273926717359551,0.05172195116549135,0.07758257181973731
miami2016,1,1214,PartitionWise,0.01301159388158766,0.013230920558961435,0.004576106619367059,0.15262627601623535,0.008654813939594375,0.0009067490668066086,0.0016483053774368525,0.0025550545820619787,0.03887292439283305,0.05188451827442071
miami2016,1,1214,TabPFN,0.028178751024709965,0.0597834479852601,0.01292176939324055,2.9532675743103027,0.046861666528831766,0.002732356969831941,0.004877385255217212,0.007609742225049157,0.05404008153595535,0.08221883256066533
miami2016,1,1722,BetterCatBoost,0.023227158009423366,0.0430866624446458,0.013575665938084625,15.320065975189209,0.029510996506561155,0.0033648868577789565,0.003398224585269112,0.006763111878650899,0.04425852664400119,0.06748568465342455
miami2016,1,1722,CheapBetterLGBMClassifier,0.0242158673785534,0.04236007358336657,0.012770651323305498,2.7443645000457764,0.029589422260061077,0.003089351890885919,0.003465835283470145,0.006555187609958898,0.04524723601313123,0.06946310339168463
miami2016,1,1722,XT,0.027412531021511588,0.045845097380085194,0.011987871827938956,3.4266929626464844,0.03385722555214627,0.0020559193486910736,0.003906235530393501,0.005962155314687403,0.04832846302213917,0.07574099404365076
miami2016,1,1722,RF,0.027238617659338327,0.040093571648038576,0.008593109903783536,2.8220629692077637,0.03150046174425503,0.0012372101025389548,0.0037762686914615427,0.005013479229603324,0.04925717856412309,0.07649579622346141
miami2016,1,1722,tabICL,0.028575827833735905,0.05379248162457438,0.01673872688361309,4.740644454956055,0.03705374381766052,0.0040337575923285445,0.004102332085798288,0.00813608967812683,0.049607196468313734,0.07818302430204964
miami2016,1,1722,PartitionWise,0.014684693545133206,0.012037296370505168,0.0045632328806412105,0.1479198932647705,0.0074740634898639805,0.0009658907061643851,0.0018210715418136014,0.0027869626835808152,0.03571606217971103,0.05040075572484424
miami2016,1,1722,TabPFN,0.027529147435889967,0.04892018511856373,0.01632255368826032,3.5976476669311523,0.03259762050700264,0.0038668016945101386,0.0036975895424403867,0.007564391236950523,0.048560516070467796,0.07608966350635775
miami2016,1,2442,BetterCatBoost,0.03443544277851819,0.06397986858119047,0.026082958345808593,17.269282341003418,0.037896910235381887,0.007114970197852277,0.0044606620348632085,0.011575632621800632,0.05622131260917894,0.09065675538769713
miami2016,1,2442,CheapBetterLGBMClassifier,0.031894458956993235,0.06194528579308852,0.022535659862583757,3.4491302967071533,0.03940962593050475,0.005926825267359824,0.004517996306385314,0.010444821962830286,0.05368032878765398,0.08557478774464722
miami2016,1,2442,XT,0.03537529950536913,0.0639884549388966,0.025719940520772942,2.5714921951293945,0.038268514418123616,0.006744301148195878,0.004907246929892285,0.011651548467173308,0.05695700545636123,0.09233230496173037
miami2016,1,2442,RF,0.03431316192978015,0.0655285497434176,0.02507158518235502,3.047138214111328,0.04045696456106257,0.006709442220828403,0.004813904144534262,0.011523346754447814,0.05581256540380963,0.09012572733358978
miami2016,1,2442,tabICL,0.034518081378000005,0.07410035159777074,0.02825684685592834,6.1025071144104,0.04584349364047681,0.007865813225893801,0.004931600968578846,0.01279741419447264,0.05630395120866076,0.09082203258666077
miami2016,1,2442,PartitionWise,0.013058010097773534,0.011741111595530596,0.003817424582008011,0.15812253952026367,0.007923687013522567,0.0007510629742246422,0.0016602386699413566,0.002411302033251149,0.03484387992843429,0.04790189002620782
miami2016,1,2442,TabPFN,0.033699247259903295,0.06948337223724588,0.027115541955070294,4.551027297973633,0.042367819180810014,0.007213912158455159,0.004661188556646068,0.011875100715101223,0.05548511709056405,0.08918436435046735
miami2016,1,3463,BetterCatBoost,0.03115906635160538,0.06650028593397843,0.0250597987501681,18.821229457855225,0.041440487183810285,0.006840121307024297,0.004745713561396733,0.011585834975068576,0.05752597956613301,0.08868504591773839
miami2016,1,3463,CheapBetterLGBMClassifier,0.030609599630971616,0.06777328877699426,0.02579313843526505,4.4173948764801025,0.041980150341729194,0.0071428133631082375,0.004795954646987195,0.011938768116742968,0.05697651284549925,0.08758611247647087
miami2016,1,3463,XT,0.03416163521570708,0.06545289972603183,0.025688042242945082,2.2946524620056152,0.03976485748308675,0.007005098966476582,0.005102196355635626,0.012107295428759745,0.0601242576983398,0.09428589291404688
miami2016,1,3463,RF,0.03242840697959861,0.061384511529562,0.026002015094599353,3.4514119625091553,0.03538249643496265,0.007321436606571442,0.004977158334354828,0.012298595047573817,0.058853165243654935,0.09128157222325355
miami2016,1,3463,tabICL,0.03364298998529487,0.07576745242144511,0.02964582998991543,7.461280584335327,0.04612161024902269,0.00850985100398133,0.00516941371952995,0.01367926472351128,0.06000990319982251,0.09365289318511738
miami2016,1,3463,PartitionWise,0.01545178798580829,0.0187210235900254,0.005257806601738263,0.16211390495300293,0.013463216988287124,0.0011474154167439563,0.002098095272858892,0.0032455107962503964,0.041818701200335914,0.05727048918614421
miami2016,1,3463,TabPFN,0.03295043253792426,0.07468987195803274,0.029077659646795446,6.232499361038208,0.04561220012873031,0.008415308488757756,0.005141702451432868,0.013557010940190625,0.059317345752451886,0.09226777829037616
miami2016,1,4912,BetterCatBoost,0.03304058413634353,0.06531849583754033,0.023215571032009375,19.95949673652649,0.04210292480553095,0.00600974190560766,0.004788515424437377,0.010798257591238513,0.056900813964696914,0.08994139810104045
miami2016,1,4912,CheapBetterLGBMClassifier,0.034201915007712094,0.06844892354471799,0.023762214212850352,4.928387403488159,0.044686709331867636,0.006119945157802677,0.005003996843140929,0.011123942262137084,0.05806214483606548,0.09226405984377757
miami2016,1,4912,XT,0.034752476647590784,0.062326681823490396,0.021063383748613433,2.3315131664276123,0.04126329807487696,0.004891604655336157,0.005140992352087237,0.01003259726861687,0.0587347402015833,0.09348721684917408
miami2016,1,4912,RF,0.033754285211181546,0.06384344800863094,0.021341901933114953,4.243580102920532,0.04250154607551597,0.005068859667391057,0.004860002238877311,0.009928862167461847,0.05751288911248688,0.09126717432366842
miami2016,1,4912,tabICL,0.03579057316957299,0.07460870432279994,0.026172728479524888,10.240757703781128,0.04843596425235365,0.006896798668319567,0.005253299608178838,0.012150098276498406,0.059650802997926376,0.09544137616749937
miami2016,1,4912,PartitionWise,0.014088212518664175,0.018823522342762446,0.005846035386562176,0.1665797233581543,0.012977486956200279,0.001317116255548509,0.0019552961249917787,0.003272412641733767,0.037948442347017566,0.05203665486568174
miami2016,1,4912,TabPFN,0.03739822918268568,0.07538997702843793,0.02539298876717433,9.586693286895752,0.04999697667034218,0.006493266706675308,0.0054210419198374785,0.011914308626512785,0.06125845901103906,0.09865668819372472
miami2016,1,6967,BetterCatBoost,0.03614361451134908,0.0736411869785686,0.028254031366775616,25.155287981033325,0.045387155611793004,0.007703771803940322,0.00512160897340312,0.012825381025682933,0.06021233189264017,0.09635594640398926
miami2016,1,6967,CheapBetterLGBMClassifier,0.03532525724452584,0.07644976037721288,0.027966721617262786,6.001627683639526,0.048483038759950095,0.007653044159468149,0.005261275035030462,0.012914319442838107,0.059393974625816935,0.09471923187034278
miami2016,1,6967,XT,0.03683256863494526,0.08122075123103419,0.02906230990532257,2.649820327758789,0.05215844132571159,0.008041928906212399,0.005559158221928556,0.013601087376480431,0.06072907828117378,0.09756164691611904
miami2016,1,6967,RF,0.03519619429278252,0.07547489692956989,0.028785792739469622,5.243471622467041,0.046689104190100236,0.007918812336137868,0.0053170369611187955,0.013235849545596154,0.059796262721534,0.09499245701431654
miami2016,1,6967,tabICL,0.03729166963699079,0.08660491971162183,0.03368205598192475,14.799871683120728,0.052922852089571946,0.009831548150539191,0.0055670859049506815,0.015398634055489874,0.06136038701828188,0.09865205665527269
miami2016,1,6967,PartitionWise,0.015086135141849675,0.019983639778598166,0.005881361537411212,0.18065595626831055,0.014102278241186966,0.0013146269308174168,0.0020406326011291583,0.003355259780286067,0.03915485252314076,0.054240987664990435
miami2016,1,6967,TabPFN,0.0379515792687688,0.08682917065674986,0.03346447058039585,14.192765712738037,0.053364688436228894,0.009645177357573793,0.0056913046018177565,0.015336481959391555,0.06202029665005988,0.09997187591882868
miami2016,2,300,BetterCatBoost,0.03366665800412496,0.031373801085933156,0.0014806065717102358,11.971071243286133,0.0298931945142229,-0.0015954708728060888,0.003850628209011489,0.0022551584519298284,0.04366668184598287,0.07733333985010783
miami2016,2,300,CheapBetterLGBMClassifier,0.03433332482973735,0.0327908684992102,-0.0010047065105141695,1.495574951171875,0.03379557500972436,-0.0023579176025948652,0.003734568245569961,0.0013766517586995333,0.04433334867159526,0.0786666735013326
miami2016,2,300,XT,0.039999992052714026,0.04510229891007451,0.002449272133175967,3.3413455486297607,0.042653026776898556,-0.0023731122268355375,0.004341665550942217,0.0019685544398311203,0.04966668248176574,0.08966667453447977
miami2016,2,300,RF,0.03499999165534974,0.027884050069851223,-0.00016018986120624467,4.254473686218262,0.028044239931057487,-0.0021358159305392478,0.003324443328719992,0.0011886285139051822,0.04700001517931621,0.08200000683466593
miami2016,2,300,tabICL,0.04399999221165975,0.06121393714929235,0.022267129868217002,2.937455654144287,0.03894679896120838,0.0044599480771770105,0.004880355961407096,0.009340304038584104,0.05400001605351766,0.09800000826517741
miami2016,2,300,PartitionWise,0.021666661500930787,-0.01673019313345315,0.005855160579964136,0.1350538730621338,-0.0225853537134173,-0.00010171822493244693,0.0013111322459931352,0.0012094151367851233,0.0316666853427887,0.05333334684371947
miami2016,2,300,TabPFN,0.035999991893768304,0.043650057538515766,0.008549059554882532,3.3553318977355957,0.03510098966376627,0.0007764740660786654,0.004411014222544435,0.0051874882886231,0.04600001573562622,0.08200000762939454
miami2016,2,425,BetterCatBoost,0.029882344919092512,0.02932255291730503,0.012867239996979118,15.890408992767334,0.01645531292032592,0.0026036938864601304,0.002326247795543765,0.0049299431966630895,0.03341178052565631,0.06329412544474881
miami2016,2,425,CheapBetterLGBMClassifier,0.023529403910917394,0.0028836995507105557,-0.0003863754095165539,1.8323302268981934,0.0032700749602270983,-0.0009449499403024683,0.0010895756326254585,0.0001446272069821855,0.027058839517481188,0.050588243428398585
miami2016,2,425,XT,0.03788234458250157,0.040262067753266045,0.014738837140257404,3.260251045227051,0.02552323061300866,0.0023410180931839344,0.0031416978317460194,0.005482717439589164,0.042588250496808214,0.08047059507930979
miami2016,2,425,RF,0.030352932144613827,0.0251673997050531,0.007158417102871156,4.2327494621276855,0.018008982602181995,0.0007844952173669415,0.002220181491876734,0.0030046782239028734,0.03364707357743207,0.0640000057220459
miami2016,2,425,tabICL,0.040705875789417936,0.03742867595404458,0.019875398445168467,3.0808722972869873,0.017553270716089392,0.003681262010598883,0.0028037972097391646,0.006485059220338046,0.04423531139598173,0.0849411871853997
miami2016,2,425,PartitionWise,0.022117642234353457,-0.08664836992747035,0.008043925200647478,0.15073227882385254,-0.09469229512811782,0.0013889619525466578,-0.00011455757647736708,0.0012744058907284903,0.025647077840917253,0.04776472007527071
miami2016,2,425,TabPFN,0.024470580605899586,0.021297650841618786,0.005941799222059607,3.0942564010620117,0.015355844826772446,0.0006180236137965131,0.0018947667651568981,0.002512790378953411,0.028000016212463376,0.05247059681836297
miami2016,2,603,BetterCatBoost,0.035522029634678,0.03860898033028176,0.017682598969095197,11.981414318084717,0.02092638136118654,0.004030594087162509,0.0027325201411055474,0.0067631158272001115,0.037684587911797615,0.07320661754647563
miami2016,2,603,CheapBetterLGBMClassifier,0.03966941314623704,0.03890236587769913,0.021402923476797148,1.8024704456329346,0.017499442400901993,0.0047519432005565885,0.002484561894313263,0.0072365066938019085,0.04183197142335666,0.08150138456959369
miami2016,2,603,XT,0.03896142361249477,0.036455224676620754,0.01359664292987523,3.2827110290527344,0.022858581746745526,0.0020669103998435857,0.0029494494264735204,0.005016361425249159,0.04062811400279526,0.07958953761529003
miami2016,2,603,RF,0.033522029949285444,0.020756188155115117,0.005458783627933455,3.6252541542053223,0.015297404527181651,-0.000501425229173863,0.0022750554870795817,0.0017736318568377623,0.03535400963519231,0.06887603958447774
miami2016,2,603,tabICL,0.031360873598040954,0.033413376651247204,0.012395086798400217,3.2339160442352295,0.02101828338264782,0.002882810461440076,0.002822579595302928,0.005705390056743004,0.03352343187516057,0.06488430547320154
miami2016,2,603,PartitionWise,0.006946272372214263,-0.06345977273343419,0.0034233611516292393,0.14255499839782715,-0.06688313388506345,-0.0001714170302175022,-0.00014202267280234715,-0.00031343810408780427,0.00910883064933388,0.016055103021548143
miami2016,2,603,TabPFN,0.03849586033624065,0.03890799487790643,0.016228831259553232,2.8565378189086914,0.022679157148154033,0.003859309109605173,0.0029415268278337307,0.006800835937438901,0.04065841861336027,0.07915427894960093
miami2016,2,856,BetterCatBoost,0.03935739447288118,0.03512229263806057,0.01734465365027623,12.806904077529907,0.01777763898778434,0.0034754351519925867,0.002470924012320924,0.0059463612122618355,0.0342370592776114,0.07359445375049259
miami2016,2,856,CheapBetterLGBMClassifier,0.043096685450076735,0.03835544321264388,0.016874400618873308,2.048961639404297,0.021481042593770584,0.0031781353235041886,0.0027891070954050635,0.005967244466857577,0.03797635025480694,0.08107303570488368
miami2016,2,856,XT,0.04367944176353015,0.03322264621587232,0.017648341992587156,3.5793306827545166,0.015574304223285151,0.00287956290664316,0.003018898400848083,0.005898463355439562,0.038091270199409555,0.0817707119629397
miami2016,2,856,RF,0.03829796520541448,0.011019740288156865,0.005047262896107951,3.1122937202453613,0.0059724773920489475,-0.0015971048177928326,0.0023364516293111507,0.0007393488594666431,0.03271183334660825,0.07100979855202273
miami2016,2,856,tabICL,0.04250849168851523,0.04328831710925705,0.02051440502765529,3.5709598064422607,0.022773907330189525,0.004258014113715356,0.003013525614400847,0.007271539728116202,0.03738815649324544,0.07989664818176068
miami2016,2,856,PartitionWise,0.025816667089652932,0.01935708196458038,0.010488122572687775,0.14433622360229492,0.008868959391892629,0.0021079391224676724,0.0009235186716673449,0.0030314598420833395,0.020696331894383142,0.04651299898403608
miami2016,2,856,TabPFN,0.044968711756758505,0.042748522590678364,0.021146973861733497,2.850104331970215,0.021601543977532632,0.004270272606610897,0.00293722302725673,0.007207495633867628,0.039848376561488714,0.08481708831824722
miami2016,2,1214,BetterCatBoost,0.04810562514936064,0.0546264987835204,0.02663247066896457,14.967163324356079,0.027994028114555813,0.006153759323297351,0.003152490403832681,0.00930625199785999,0.039371846318021944,0.08747747146738259
miami2016,2,1214,CheapBetterLGBMClassifier,0.05222799440097255,0.05918662907858163,0.027855068504287806,2.4281363487243652,0.031331560574293815,0.006445693899617566,0.00364318143905889,0.010088877609406424,0.04349421556963384,0.09572220997060639
miami2016,2,1214,XT,0.0555198361552281,0.04947940452837814,0.020684652430376937,3.58901309967041,0.028794752098001197,0.0023621477744279417,0.003951400609550576,0.006313550654708474,0.04637419449059861,0.10189403064582672
miami2016,2,1214,RF,0.05346426310370748,0.05278785918125217,0.022988751495218628,2.890977621078491,0.029799107686033534,0.00393304337465013,0.004095211256234401,0.008028256901614503,0.0453062757993115,0.09877053890301898
miami2016,2,1214,tabICL,0.056010602521388765,0.07048745886798187,0.034147819410788746,4.075740575790405,0.03633963555856554,0.00818245366658324,0.0039957730674355955,0.012178226734018837,0.04727682369005006,0.10328742621143883
miami2016,2,1214,PartitionWise,0.03310953804259762,0.024681701129930178,0.019618939299628012,0.1563434600830078,0.005062761830302154,0.004786170374043397,0.000957836915358054,0.0057440095601314104,0.024375759211258917,0.05748529725385654
miami2016,2,1214,TabPFN,0.0522228932735835,0.06656873732692521,0.03379245621066127,2.9393365383148193,0.03277627721763635,0.008393186939444344,0.0036825839658558485,0.012075770905300195,0.043489114442244806,0.0957120077158283
miami2016,2,1722,BetterCatBoost,0.04801920186842496,0.06736527669527714,0.03883226842624915,15.800678014755249,0.02853300826902805,0.010619247753017069,0.003178105126232436,0.013797355248720906,0.03768387013225793,0.0857030720006829
miami2016,2,1722,CheapBetterLGBMClassifier,0.051213505948518,0.07090955886911224,0.040499827737400004,2.7499940395355225,0.030409731131712237,0.011054033194810204,0.0034717131224838603,0.014525748686765474,0.04087817421235096,0.09209168016086897
miami2016,2,1722,XT,0.05556925297828086,0.08116569240041491,0.04538953158449174,3.2366812229156494,0.035776160815923205,0.012417543131034162,0.0038941876840806384,0.0163117331845862,0.04471150790556216,0.10028076088384301
miami2016,2,1722,RF,0.05283500981503638,0.07473428247081738,0.043822677588262846,2.791830539703369,0.030911604882554556,0.012177607356027607,0.003483473944051427,0.015661083669550435,0.04168707255988479,0.09452208237492118
miami2016,2,1722,tabICL,0.054696824090786966,0.081984731670902,0.04767950202777631,4.7964394092559814,0.034305226122469924,0.013576233681356634,0.0038624601296644383,0.017438693811021068,0.04436149235461993,0.09905831644540689
miami2016,2,1722,PartitionWise,0.02148246709188308,0.017918161792246857,0.01744790091810603,0.16029620170593262,0.0004702608741408487,0.004321101881108666,0.0005837930196973512,0.004904897270277431,0.011147135355716046,0.03262960244759912
miami2016,2,1722,TabPFN,0.05614862677461979,0.08254762804090975,0.04719194845561779,3.5987534523010254,0.03535567606463619,0.013369646423242367,0.003914489947188069,0.017284136370430435,0.04581329503845276,0.10196192181307255
miami2016,2,2442,BetterCatBoost,0.05041066617989517,0.07544357264299839,0.0455797378611737,17.887011528015137,0.029863834781824673,0.013290822088945511,0.0037342675395396043,0.01702509148191711,0.048445320750238774,0.09885598693013395
miami2016,2,2442,CheapBetterLGBMClassifier,0.050901882800591845,0.07608606077363012,0.044232065645955124,3.5926666259765625,0.03185399512767502,0.012413147234689875,0.003940414563795233,0.016353563651917105,0.04893653737093545,0.0998384201715273
miami2016,2,2442,XT,0.05073635582771385,0.07349615535259738,0.05165513721246458,2.3817496299743652,0.021841018140132805,0.01611671243653937,0.004088868038284119,0.020205582328255485,0.048770842580679555,0.09950719840839341
miami2016,2,2442,RF,0.04901688827335417,0.06713485860717863,0.04723593883219997,3.1264100074768066,0.019898919774978686,0.014369625271178289,0.004000857181958628,0.018370484306568898,0.0472156446382272,0.09623253291158136
miami2016,2,2442,tabICL,0.05274438628387794,0.08749997826131531,0.05342627638960997,6.096491098403931,0.034073696375705086,0.016641002106308738,0.004235900145121085,0.02087690225142982,0.050779040854221545,0.10352342713809948
miami2016,2,2442,PartitionWise,0.021216930074694013,0.01593514126530652,0.011114265590486117,0.15966367721557617,0.0048208756748203685,0.002622221413194556,0.0007648040640056419,0.0033870273306321865,0.019251584645037623,0.04046851471973163
miami2016,2,2442,TabPFN,0.05086106778274192,0.0876586478111195,0.05277005596843518,4.577965259552002,0.03488858634668409,0.016078700596782035,0.004241148784622351,0.020319849381404388,0.048895722353085536,0.09975679013582746
miami2016,2,3463,BetterCatBoost,0.05108812270225423,0.06677224062296452,0.04086448534787999,19.188213109970093,0.02590775527508451,0.0111000623644401,0.003384870094291223,0.014484934648781391,0.04366294489925731,0.09475106760151153
miami2016,2,3463,CheapBetterLGBMClassifier,0.054032512805987865,0.07398058031707322,0.041682179144371126,4.335568904876709,0.03229840117270209,0.011137388079263538,0.003859709248206236,0.01499709951751985,0.046607335002990954,0.10063984780897883
miami2016,2,3463,XT,0.055273661439386924,0.06873431063105509,0.04409022517374023,2.2811079025268555,0.02464408545731487,0.012083305684548759,0.003890114825596819,0.015973422700195646,0.04753098146908018,0.1028046429084671
miami2016,2,3463,RF,0.05365733275440241,0.06649722219277909,0.04199172401535185,3.5777759552001953,0.02450549817742722,0.011491734402409077,0.0038818365709890864,0.015373573163448218,0.04686699198305729,0.10052432473745969
miami2016,2,3463,tabICL,0.05873924334060421,0.08541610731423285,0.0501944125787225,7.512065887451172,0.03522169052804861,0.014012630033847376,0.004278782270656917,0.018291412304504297,0.0513140655376073,0.11005330887821152
miami2016,2,3463,PartitionWise,0.02194658730778373,0.014322251672424369,0.012827953360565603,0.15288472175598145,0.001494298311858766,0.003147613765430554,0.0002449018276530629,0.003392517783133683,0.014521409504786817,0.036467996812570555
miami2016,2,3463,TabPFN,0.05885539212854807,0.08274908309475888,0.04865291427014481,6.216963052749634,0.034096164617152334,0.013366247651518054,0.004207626572446679,0.01757387422396473,0.05143021432555116,0.11028560645409924
miami2016,2,4912,BetterCatBoost,0.05566062117613444,0.0780243520375317,0.047017153546672574,21.527018547058105,0.0310071984908592,0.013201030545998202,0.003681669941445256,0.01688270281966742,0.04592943025293339,0.10159005142906782
miami2016,2,4912,CheapBetterLGBMClassifier,0.05806234662972291,0.0834476092376047,0.04855979320364601,5.389638423919678,0.03488781603395872,0.013464031459722362,0.004025340756640672,0.017489374548587004,0.04833115570652187,0.10639350233624476
miami2016,2,4912,XT,0.059549316125668175,0.08765967028596254,0.055530144586622865,2.456437349319458,0.03212952569933969,0.01605334761529987,0.0041135270955199475,0.020166877043043794,0.0496350328123756,0.10918434893804377
miami2016,2,4912,RF,0.059732946622579955,0.08040387829459683,0.051837143059895875,4.217758417129517,0.028566735234700935,0.014755689794878155,0.004215215195804561,0.01897090732290669,0.05024617541906853,0.1099791220416485
miami2016,2,4912,tabICL,0.06111708927672919,0.09251010996701871,0.05557519775938471,10.209853410720825,0.03693490854439898,0.01599341163219117,0.004327271880182776,0.020320683512373944,0.05138589835352814,0.11250298763025732
miami2016,2,4912,PartitionWise,0.02611884138086818,0.018812453217541325,0.015872956240546587,0.17145586013793945,0.0029394969769946933,0.003910396428680704,0.0004482116718535212,0.004358610432758192,0.01638765045766713,0.042506491838535304
miami2016,2,4912,TabPFN,0.059834428585737995,0.09237086743938179,0.05555787263088756,9.42772889137268,0.03681299114525919,0.016026091720185924,0.004260894047897037,0.020286985768082962,0.05010323766253696,0.10993766624827497
miami2016,2,6967,BetterCatBoost,0.05738476338751569,0.08795300502109644,0.053883800641994474,24.62548851966858,0.03406920437910195,0.015728937464594243,0.0040147462285347515,0.01974368595015994,0.04887317814892318,0.10625794153643889
miami2016,2,6967,CheapBetterLGBMClassifier,0.05959560259341773,0.09465937057537906,0.056617278447692064,6.28942084312439,0.038042092127687,0.016615149491683835,0.004364379755261302,0.020979531503976075,0.05108401735482522,0.11067961994824294
miami2016,2,6967,XT,0.06230788333402226,0.1001837335358378,0.06240507130323346,2.6842494010925293,0.03777866223260433,0.018465717286005455,0.004604718342161862,0.02307043788519827,0.05378199195082067,0.11608987528484294
miami2016,2,6967,RF,0.060427802150885314,0.09445420843791127,0.05906214424646211,5.4476306438446045,0.03539206419144912,0.0173271086705202,0.004315342463199751,0.02164245339075091,0.05129910167546792,0.11172690382635324
miami2016,2,6967,tabICL,0.06361403584324232,0.10560976453991211,0.06386879307795297,14.776793241500854,0.04174096751089318,0.019060673338411063,0.004749519332247656,0.02381019267065871,0.05510245060464982,0.11871648644789215
miami2016,2,6967,PartitionWise,0.025477845261991993,0.018766355072963446,0.015611505302900031,0.1770615577697754,0.003154849770063417,0.003843558819628215,0.00047985268225377297,0.004323413758912933,0.016966260023399488,0.042444105285391484
miami2016,2,6967,TabPFN,0.06266687338589126,0.10466234048570103,0.06375357188870373,14.20116662979126,0.04090876464593128,0.019109738039737173,0.004624312293447941,0.023734050333185108,0.05415528814729875,0.11682216153319
miami2016,3,300,BetterCatBoost,0.005999993483225505,-0.006407624414372609,-0.013367352530522786,12.073335647583008,0.006959728116150199,-0.0045470810828240225,0.0020202893773725653,-0.002526791411774415,0.029333350658416746,0.03533334414164225
miami2016,3,300,CheapBetterLGBMClassifier,0.004666661421457926,0.0023531132007906354,-0.006346089805240635,1.5258665084838867,0.008699203006031253,-0.002556247114333894,0.0013022673235542723,-0.0012539794971025725,0.028000018596649173,0.03266668001810709
miami2016,3,300,XT,-0.0010000050067901617,-0.0543119493539755,-0.02507306786117418,3.3609724044799805,-0.02923888149280134,-0.009950111404788149,0.0010495922989155484,-0.008900518812195567,0.022000018755594892,0.02100001374880473
miami2016,3,300,RF,-0.001000005006790161,-0.058278483148886576,-0.01017214567281829,4.294940948486328,-0.04810633747606834,-0.003956222515899265,0.0015531108174340503,-0.0024031114047881677,0.02100001851717631,0.02000001351038615
miami2016,3,300,tabICL,0.0006666620572408036,-0.007523316884237119,-0.009208548136189664,2.978837728500366,0.0016852197853748307,-0.003100148588418962,0.0012544662949342937,-0.001845682293484667,0.024000019232432047,0.02466668128967285
miami2016,3,300,PartitionWise,0.01933332920074463,-0.08542069704217839,-0.002936100177179146,0.14361953735351562,-0.08248459686499926,-0.0025379710721579797,0.0013316877304352021,-0.0012062830480457309,0.04266668637593588,0.0620000155766805
miami2016,3,300,TabPFN,0.00433332880338033,-0.0063894256177768945,-0.00920371248586484,3.2257585525512695,0.0028142754015102077,-0.0028812314849346876,0.0014522848439689074,-0.0014289466409657821,0.02766668597857157,0.0320000147819519
miami2016,3,425,BetterCatBoost,0.01599999371696921,0.025162447355928708,0.011307910262637454,15.991836309432983,0.013854537093291286,0.002518509669444384,0.0022788492858561923,0.004797359599556664,0.03364707638235653,0.049647070099325744
miami2016,3,425,CheapBetterLGBMClassifier,0.01599999371696921,0.011816020505656655,0.007408086207533926,1.7247002124786377,0.00440793429812274,0.001347718048406371,0.0012579491359746412,0.002605667828637087,0.03364707638235653,0.049647070099325744
miami2016,3,425,XT,0.023529405593872073,0.01097156501869792,0.0069554387771499915,3.2721734046936035,0.004016126241547968,8.809813260257648e-06,0.003237384976658944,0.003246195434175282,0.04447060556972728,0.06800001116359936
miami2016,3,425,RF,0.019999993548673742,0.0306155236394099,0.011542386263327237,4.275685787200928,0.01907313737608269,0.0027128882446328024,0.002791528767508615,0.005504417656397506,0.04141178187202005,0.061411775420693794
miami2016,3,425,tabICL,0.021176464978386378,0.03464200404963094,0.013991952073350767,3.0413761138916016,0.02065004185168204,0.002981387826011457,0.0028539440026361233,0.0058353318286475855,0.038823547643773694,0.06000001262216007
miami2016,3,425,PartitionWise,0.01858823131112491,-0.05768051084804813,-0.02295089351887513,0.13965320587158203,-0.03472961732917299,-7.009937642692282e-05,0.0012987818191679628,0.0012286830869971247,0.03623531397651224,0.054823545287637145
miami2016,3,425,TabPFN,0.022352935847114112,0.032364193896791724,0.013722050110509493,3.1101036071777344,0.018642133661684084,0.00275257958208813,0.002721051495735825,0.0054736310778239605,0.04000001851250144,0.06235295435961554
miami2016,3,603,BetterCatBoost,0.058039933434859456,0.056061857835854455,0.04519239368165003,14.62560749053955,0.010869464154204433,0.012415869711290611,0.0018807305862688472,0.014296603637397676,0.031965577111428105,0.09000551054628755
miami2016,3,603,CheapBetterLGBMClassifier,0.05787189010910424,0.05201485567010424,0.04455000597246865,2.0597689151763916,0.007464849697635579,0.01247996484778383,0.0014352867177692351,0.013915254905391273,0.031797533785672884,0.08966942389477713
miami2016,3,603,XT,0.05572726268413638,0.04485313584594912,0.035159573714302415,3.2811028957366943,0.00969356213164676,0.007533365806167305,0.002043421514768465,0.009576790660773968,0.02931957294789884,0.08504683563203523
miami2016,3,603,RF,0.057201091845830276,0.04638459661419183,0.03807370187520159,3.547790050506592,0.008310894738990271,0.008901448603841006,0.0019202739788027417,0.010821725922481961,0.03445042658607494,0.09165151843190521
miami2016,3,603,tabICL,0.057396684172396496,0.049723646517270105,0.040657042971151414,3.319221019744873,0.009066603739924739,0.010105622581067713,0.001689605187732973,0.01179522776880069,0.031322327848965145,0.08871901202136163
miami2016,3,603,PartitionWise,0.01958538238174659,-0.09871423107752438,0.008402830511339532,0.14101600646972656,-0.10711706158886387,0.0016898024373718568,-0.00110207801647923,0.000587727760730844,-0.006488973941684755,0.013096408440061838
miami2016,3,603,TabPFN,0.05391183564813997,0.051511303865947176,0.042942471631208554,2.868102788925171,0.00856883242854466,0.011634062090285693,0.0014910183120018156,0.013125080402287511,0.027837479324708626,0.08174931497284861
miami2016,3,856,BetterCatBoost,0.04019243105096945,0.05076971659413341,0.0279713357447235,15.061563730239868,0.022798380849409928,0.007498104280903206,0.0030317700298811675,0.010529875855643708,0.043232030576221894,0.08342446162719135
miami2016,3,856,CheapBetterLGBMClassifier,0.03504351213175181,0.03531334345676742,0.017476587442991555,2.0982401371002197,0.017836756013775868,0.004119654728885794,0.0025240793215687896,0.006643735595313932,0.038083111657004245,0.07312662378875606
miami2016,3,856,XT,0.03891132127325923,0.03886177393952914,0.02406369799699861,3.596424102783203,0.014798075942530547,0.005859440859601417,0.003213572506548243,0.009073014911009017,0.04370598661872006,0.0826173078919793
miami2016,3,856,RF,0.03236025379301658,0.04041663031420218,0.022048878501153658,3.0302212238311768,0.018367751813048505,0.005626320515675284,0.0022906075036016023,0.007916929564136227,0.0339970242064388,0.06635727799945537
miami2016,3,856,tabICL,0.036918938133192275,0.0506717243601867,0.023238351199006947,3.6131651401519775,0.02743336648399596,0.005724794037921785,0.003227319692700939,0.008952113730622723,0.039958537658444725,0.07687747579163699
miami2016,3,856,PartitionWise,0.012263015906016033,-0.015605191821013841,0.008675236568494293,0.14714908599853516,-0.024280428389508113,0.00156528662987665,-6.199724073652491e-05,0.0015032909339994793,0.015302615431268476,0.027565631337284503
miami2016,3,856,TabPFN,0.041944777172762536,0.05389585532298406,0.024897059635831165,2.904649257659912,0.028998789009969106,0.0062817916250955536,0.00347089993366225,0.009752691558757794,0.044984376698014986,0.08692915387077751
miami2016,3,1214,BetterCatBoost,0.03031662567754151,0.03368674576522228,0.012771475357107298,14.162395000457764,0.020915270408115017,0.0029698898401883085,0.002741914601984791,0.005711805544750323,0.0405298930659763,0.07084651874351781
miami2016,3,1214,CheapBetterLGBMClassifier,0.029907484636036586,0.03134855140882377,0.012770879019475323,2.388962984085083,0.018577672389348467,0.0028705040698384504,0.0024749489664197544,0.005345454138835437,0.04012075202447137,0.07002823666050795
miami2016,3,1214,XT,0.032789163474659086,0.03351327475977386,0.013208921796796969,3.5930001735687256,0.02030435296297688,0.0020913197376998456,0.0032433530903055842,0.005334673930582659,0.042096400650140406,0.07488556412479949
miami2016,3,1214,RF,0.027758724581314276,0.02607862559869214,0.008598879831767593,2.757995128631592,0.017479745766924543,0.0007460612417791723,0.002970288512616992,0.003716350856973394,0.039206559772869,0.06696528435418328
miami2016,3,1214,tabICL,0.03278780385466192,0.0448698107369387,0.01877512464992076,3.96156907081604,0.02609467771682481,0.004490616059971764,0.003265991537558502,0.007756607597530269,0.04300107124309672,0.07578887509775864
miami2016,3,1214,PartitionWise,0.01754140248773974,-0.0032488872803097093,0.007156223585335075,0.1506202220916748,-0.010405110865644784,0.001443988843765767,0.0008125272564718678,0.0022565172028148617,0.02775466987617453,0.04529607236391427
miami2016,3,1214,TabPFN,0.026938740617543,0.0345627291476371,0.013840113232704832,2.967433214187622,0.02072260754473913,0.0031522344722052786,0.0027441537383091465,0.0058963882105144225,0.03715200800597779,0.0640907486235208
miami2016,3,1722,BetterCatBoost,0.04285135723462119,0.05405442024990037,0.033379692239805456,16.417858839035034,0.020674728010094894,0.008467724634428598,0.0027670165969242654,0.011234742921014347,0.04354231467944506,0.08639367191406626
miami2016,3,1722,CheapBetterLGBMClassifier,0.043780915793401855,0.057871522409881346,0.033741396612549324,2.8833086490631104,0.024130125797332015,0.008782928279815133,0.003106446577479252,0.01188937654695586,0.04447187323822571,0.08825278903162757
miami2016,3,1722,XT,0.0482000262276428,0.0504283205192536,0.03486261971115055,3.316037178039551,0.015565700808102984,0.00871846280870949,0.003690545233905165,0.012409009732276138,0.048252122717993326,0.09645214894563611
miami2016,3,1722,RF,0.05011711423650992,0.06732655527587185,0.03622922704575693,2.8723461627960205,0.03109732823011489,0.008912948652996647,0.0038644680515660945,0.012777418394224235,0.05022751879603685,0.10034463303254677
miami2016,3,1722,tabICL,0.04947404165741246,0.06634691275062722,0.036268515614251345,4.561894655227661,0.030078391013479346,0.009002663892834129,0.003738034242560942,0.012740698135395068,0.05016499910223633,0.09963904075964877
miami2016,3,1722,PartitionWise,0.02491876858832421,0.024997076106780824,0.01637211381634649,0.15953898429870605,0.008624962290434324,0.004124668154585021,0.0012232173586808558,0.005347887202927365,0.025609726033148074,0.050528494621472284
miami2016,3,1722,TabPFN,0.048197836431944294,0.06403359282150672,0.03510986417046228,3.5920326709747314,0.028923722528147938,0.008728680426860997,0.0037730664160238155,0.012501746842884815,0.04888879387676816,0.09708663030871247
miami2016,3,2442,BetterCatBoost,0.048933076904679185,0.06883863942681256,0.04195462099960049,18.547281503677368,0.026884018427212063,0.01171060672728071,0.003354509684729068,0.015065118442058347,0.044103069568824135,0.0930361464735033
miami2016,3,2442,CheapBetterLGBMClassifier,0.05130652228749407,0.06978399477086855,0.041810518685364485,3.453991174697876,0.027973476085504045,0.011508581459322823,0.003432566325499231,0.014941149814870625,0.046476514951639014,0.09778303723913308
miami2016,3,2442,XT,0.05724663144384222,0.06624849345581475,0.04092740348338976,2.3658289909362793,0.025321089972424982,0.01038650755607381,0.0041483843091217245,0.014534893895244113,0.052048190518698634,0.10929482196254084
miami2016,3,2442,RF,0.05306999124180696,0.07356750974021127,0.04262483331654023,3.2092933654785156,0.030942676423671045,0.011519167542068049,0.003960455606256139,0.015479625178372761,0.04807571409881932,0.10114570534062628
miami2016,3,2442,tabICL,0.0534783194895071,0.07793255253297256,0.04367380555408777,5.907183647155762,0.034258742158954233,0.011983806855711885,0.004106687921125845,0.01609049477683773,0.04864831215365205,0.10212663164315916
miami2016,3,2442,PartitionWise,0.025057991998539097,0.018551445333097362,0.015431825969745294,0.16033220291137695,0.003119619363352055,0.003849097571917989,0.0005180607869990555,0.00436716038896563,0.02022798466268405,0.04528597666122315
miami2016,3,2442,TabPFN,0.05273994371195565,0.07552946917029772,0.04261556631588753,4.572112321853638,0.03291389803447964,0.011512063884761198,0.0039103959879668694,0.015422459872728066,0.047909936376100595,0.10064988008805623
miami2016,3,3463,BetterCatBoost,0.043051981158341204,0.062085841437462305,0.03458428548555843,18.81504225730896,0.02750155595190389,0.009419541576885617,0.003285539206671367,0.012705082421476836,0.04458217040319689,0.08763415156153812
miami2016,3,3463,CheapBetterLGBMClassifier,0.04394530783629165,0.06393520471591548,0.033383816437161304,4.053436517715454,0.030551388278754144,0.008915900488040293,0.0036046275167119918,0.012520529642672149,0.04547549708114733,0.08942080491743898
miami2016,3,3463,XT,0.04576870351894323,0.06273566696275848,0.03278784203001021,2.266982316970825,0.029947824932748234,0.008486652396691798,0.003909898853367916,0.012396552887979565,0.0470388187312924,0.09280752225023561
miami2016,3,3463,RF,0.0447853770415553,0.06530272221558678,0.03333683468848956,3.633573055267334,0.031965887527097205,0.008622697747900915,0.0037844902253870356,0.012407189611207814,0.046026632218163666,0.09081200925971897
miami2016,3,3463,tabICL,0.04634340274530732,0.07178658524193494,0.03759883180974068,7.303924560546875,0.03418774711123629,0.010223375643049403,0.004022726573963223,0.014246102217012627,0.047873591990163,0.09421699473547032
miami2016,3,3463,PartitionWise,0.024111672623161932,0.019483842060631685,0.014950899085950842,0.160538911819458,0.004532942974680843,0.0036894784283358377,0.0008064913928622769,0.004495971459117967,0.025641861868017618,0.04975353449117955
miami2016,3,3463,TabPFN,0.04706536219009834,0.07082494690513505,0.03799927084479442,6.2129974365234375,0.03282566973938263,0.010249282305266732,0.003913779029747,0.014163061335013733,0.04859555143495402,0.09566091362505237
miami2016,3,4912,BetterCatBoost,0.04886128581269962,0.07430620747724839,0.041902579753784044,23.493511199951172,0.03240362772346439,0.011480465277425222,0.00387514793457448,0.015355614916757507,0.04930738582107882,0.09816867163377843
miami2016,3,4912,CheapBetterLGBMClassifier,0.050022596207885114,0.07880606085906086,0.041332596324154945,5.3786444664001465,0.03747346453490593,0.011183700269844412,0.004251390239433541,0.015435092214035759,0.05046869621626432,0.10049129242414945
miami2016,3,4912,XT,0.051304780657131024,0.07711842995986429,0.03883249813568964,2.4230523109436035,0.038285931824174654,0.010131750276249024,0.004388912822518171,0.014520664803525004,0.05160852153119462,0.10291330218832564
miami2016,3,4912,RF,0.051100762303873504,0.07791636148892375,0.04035733993368064,4.554783344268799,0.037559021555243134,0.010795156880533627,0.00433131509127486,0.0151264736765663,0.05134342408585938,0.10244418638973288
miami2016,3,4912,tabICL,0.05293361227851222,0.08515013406155666,0.043903758012256044,9.965034484863281,0.04124636998419129,0.011906242116425356,0.0045528874953952745,0.01645912961182063,0.05337971228689142,0.10631332456540363
miami2016,3,4912,PartitionWise,0.022437564563790542,0.017056359713094483,0.013085371950385472,0.1692216396331787,0.003970987762709055,0.003211483443354979,0.0006725586250326987,0.003884043773145482,0.02288366457216974,0.04532122913596028
miami2016,3,4912,TabPFN,0.05307642703261799,0.08623996054247378,0.04571247853554855,9.523739337921143,0.0405274759418159,0.012609647083332915,0.00452344732638566,0.017133094409718573,0.05352252704099719,0.10659895407361519
miami2016,3,6967,BetterCatBoost,0.04983334671905497,0.07963680032556167,0.04325683205779486,25.86480689048767,0.03637996826776683,0.012094428060807325,0.004254462860541194,0.01634889246146364,0.05294989600428057,0.10278324272333554
miami2016,3,6967,CheapBetterLGBMClassifier,0.04960327641840818,0.08365896089526781,0.04334983771892933,6.255437135696411,0.040309123176338474,0.012149135873793418,0.004475515977083888,0.016624653390992426,0.05271982570363378,0.10232310212204196
miami2016,3,6967,XT,0.051053559434164786,0.08635193997021821,0.04262717965672443,2.755509376525879,0.043724760313493774,0.011937178774017315,0.004668468872113177,0.016605649186245616,0.05381124311701959,0.10486480255118438
miami2016,3,6967,RF,0.049962172850846386,0.07952973311128979,0.04226071014259427,5.839888572692871,0.03726902296869551,0.011861791569497071,0.004536478131134022,0.016398271240746214,0.05302133321053892,0.10298350606138529
miami2016,3,6967,tabICL,0.052589153906169125,0.09178397510261478,0.04717865118686997,14.523784399032593,0.044605317220400634,0.013309609829180988,0.004833504701299812,0.018143114530480803,0.05570570319139473,0.10829485709756385
miami2016,3,6967,PartitionWise,0.02016613648104635,0.01779006303991365,0.012690089843992813,0.17748117446899414,0.005099973195920859,0.0031155259015064884,0.0007887590569943953,0.003904286498616005,0.023282685766271943,0.04344882224731829
miami2016,3,6967,TabPFN,0.05304810989396878,0.09381784856738233,0.04889697757085252,14.169653415679932,0.044920864301185665,0.014010858125147024,0.004887596144702616,0.018898454269849638,0.05616465917919437,0.10921276907316316
miami2016,4,300,BetterCatBoost,0.06399998823801677,0.06956942431734081,0.046325160936996554,11.912662506103516,0.023244263380344254,0.012329560878597521,0.0028301474241740647,0.015159711679126367,0.037333345413208006,0.10133333365122477
miami2016,4,300,CheapBetterLGBMClassifier,0.055333322683970135,0.05761591578150639,0.03803303387195557,1.577986240386963,0.01958288190955082,0.010434601253171328,0.0024184261897605168,0.012853030819286616,0.028666679859161374,0.08400000254313152
miami2016,4,300,XT,0.0666666563351949,0.06975336980407895,0.047101173349567683,3.373828649520874,0.02265219645451124,0.011444144771793372,0.0031141818088304073,0.014558329956978552,0.04000001351038615,0.10666666984558107
miami2016,4,300,RF,0.06299999038378398,0.07069232879086969,0.04563094208164392,4.29253625869751,0.025061386709225742,0.012019626253274856,0.002981404031052634,0.015001033660682266,0.03533334732055664,0.09833333770434062
miami2016,4,300,tabICL,0.0666666563351949,0.08087659491522889,0.058749173319141354,3.023681640625,0.02212742192967513,0.016557557750493286,0.002951127191035993,0.019508684941529277,0.04000001351038615,0.10666666984558107
miami2016,4,300,PartitionWise,0.0336666468779246,-0.0275331894711217,-0.0010598015016396345,0.14323925971984863,-0.02647338796948211,-0.0020768831989295107,0.0004539135407967576,-0.0016229662817779684,0.007000004053115845,0.04066665093104045
miami2016,4,300,TabPFN,0.061666655937830606,0.06141885635507012,0.04247944562216628,3.301029682159424,0.01893941106649145,0.011166000499700504,0.0027819900769418373,0.013947990576642347,0.03500001311302185,0.09666666905085246
miami2016,4,425,BetterCatBoost,0.06258822441101074,0.05563626183791529,0.0362640051107022,15.75375485420227,0.0193722567272131,0.008485602230776445,0.0023372580173547652,0.010822863648663856,0.03552942472345689,0.09811764913446763
miami2016,4,425,CheapBetterLGBMClassifier,0.05670587231131161,0.04099833940058671,0.029011241481174465,1.911055088043213,0.011987097919412226,0.006945251061738775,0.0016675423222137858,0.008612796784485191,0.029647072623757754,0.08635294493506937
miami2016,4,425,XT,0.06988234267515295,0.07353730509373206,0.041122116031001764,3.291069984436035,0.03241518906273032,0.008979264573323561,0.0036174083641732383,0.012596676338029456,0.04211766046636244,0.1120000031415154
miami2016,4,425,RF,0.06447057780097512,0.06945027072623841,0.03655117464919823,4.165289402008057,0.0328990960770402,0.008221905096199392,0.0035434998674412133,0.011765408364173238,0.037882365899927474,0.1023529437009026
miami2016,4,425,tabICL,0.0668235195384306,0.07201812323448828,0.0408358878827794,3.071937084197998,0.03118223577784681,0.00968665717498344,0.0035090189389987174,0.013195676113982164,0.03976471985087675,0.10658823938930735
miami2016,4,425,PartitionWise,0.03764704984777114,0.036670457816604496,0.027132260161149946,0.1406078338623047,0.00953819765545455,0.006840358990556447,0.000749380179414294,0.007589742570503386,0.010588250160217288,0.048235300007988424
miami2016,4,425,TabPFN,0.060705872143016135,0.048615091847286275,0.02593814080792293,3.1238956451416016,0.022676951465501284,0.004708234893486774,0.0027926327176486187,0.007500867611135401,0.033647072455462286,0.09435294459847843
miami2016,4,603,BetterCatBoost,0.0616129382073715,0.08188686686070643,0.04766352299350281,13.632949352264404,0.03422334386720358,0.012973435077572513,0.003720039910421527,0.01669347792275313,0.042108829817824454,0.10372176802519598
miami2016,4,603,CheapBetterLGBMClassifier,0.06592836623349466,0.07752009627675525,0.05194993552623286,2.072408437728882,0.02557016075052233,0.014455907850814544,0.003321487400213638,0.017777398185787243,0.0464242578439476,0.11235262407744226
miami2016,4,603,XT,0.06858952270394843,0.09744009738966528,0.05741621748526141,3.2261581420898438,0.04002387990440386,0.0158964600282039,0.004379719287463152,0.020276182250426114,0.04842287972117915,0.11701240242512759
miami2016,4,603,RF,0.06080990849776045,0.08481956929053887,0.05128736253363584,3.6980278491973877,0.033532206756902994,0.013874947172372856,0.0036335849134196824,0.017508535020551604,0.0409724666954072,0.10178237519316764
miami2016,4,603,tabICL,0.06659365604239062,0.09910478957103458,0.058419035986878275,3.25064754486084,0.04068575222736209,0.016594967816086593,0.004352808988152379,0.020947776804238975,0.04708954765284357,0.11368320369523419
miami2016,4,603,PartitionWise,0.040214868990842964,0.04113899881488612,0.026259844047900903,0.15226173400878906,0.014879154766985203,0.00608123216146435,0.0013606050755675587,0.00744184017179097,0.020710760601295914,0.060925629592138875
miami2016,4,603,TabPFN,0.06759641031095805,0.08839559281712049,0.05298946483980406,2.8845410346984863,0.03540612662052223,0.014632941826628956,0.004037098552533114,0.01867004037916207,0.04809230192141099,0.11568871223236903
miami2016,4,856,BetterCatBoost,0.055958780880997684,0.05763390498650097,0.032787676075727065,17.996026515960693,0.02484622891077387,0.007481258120944129,0.00294147745556326,0.010422738706516258,0.033287786091004655,0.08924656697200234
miami2016,4,856,CheapBetterLGBMClassifier,0.060403905264393876,0.04879967132384696,0.02682602886578689,2.3181300163269043,0.021973642458060084,0.005531315921121249,0.0027653237974677196,0.008296642848597855,0.03773291047440084,0.09813681573879471
miami2016,4,856,XT,0.0694029551386979,0.06724032802697806,0.04586711107285224,3.577359676361084,0.021373216954125862,0.011096264455405996,0.003631582088420482,0.01472784967383536,0.04638108307206677,0.11578403821076469
miami2016,4,856,RF,0.06460967289984802,0.05577161982578989,0.039690010250883534,3.1752703189849854,0.016081609574906362,0.009251823410934345,0.0030127138260332476,0.012264540366976487,0.04135592263295799,0.105965595532806
miami2016,4,856,tabICL,0.06472187230947893,0.06439789358522226,0.031699123894343914,3.558708667755127,0.032698769081479825,0.006818133926218678,0.0037986449487527746,0.01061677887497146,0.04205087751948589,0.10677274982896481
miami2016,4,856,PartitionWise,0.027815850457414942,0.013424637001694339,0.018779743329666553,0.1575014591217041,-0.005355106327972181,0.004325652195762503,-0.0006646969808312919,0.003660958344940085,0.005144855667421902,0.03296070612483684
miami2016,4,856,TabPFN,0.06039710615534986,0.05697358312086,0.030127936103294783,2.910795211791992,0.026845646408166713,0.006649737619870514,0.0031025232146111026,0.009752260834481625,0.03772611136535682,0.09812321752070667
miami2016,4,1214,BetterCatBoost,0.054100592297015374,0.07007545378250171,0.04881996666568768,16.797341346740723,0.021255487116814086,0.013916904541753011,0.0025953754679161694,0.016512283041134775,0.03302793648033504,0.08712852877735042
miami2016,4,1214,CheapBetterLGBMClassifier,0.054350226746770515,0.06507714930444965,0.04464133676577707,2.5427358150482178,0.020435812538672604,0.012606015555935279,0.0025862052864672248,0.015192223873868094,0.033277570930090185,0.08762779767686071
miami2016,4,1214,XT,0.06052782875305331,0.061895263480664896,0.04835894518164001,3.595355749130249,0.013536318299024897,0.012866155637151003,0.0031241630211291923,0.015990321689745776,0.04093495367522289,0.1014627824282762
miami2016,4,1214,RF,0.06119272646010256,0.07048606859724928,0.05042330072509753,2.7397170066833496,0.020062767872151742,0.013793359399427713,0.0031455157931441465,0.01693887822403744,0.040037085697958476,0.10122981215806104
miami2016,4,1214,tabICL,0.06119034692908097,0.07745968681311503,0.054005540031226186,4.069408178329468,0.023454145795277083,0.01514979613360749,0.003026821997459342,0.01817661813106683,0.04011769111240064,0.10130803804148161
miami2016,4,1214,PartitionWise,0.03852769611028004,0.02720102314254751,0.026316377605349807,0.15712833404541016,0.0008846455371977369,0.006526966424662306,0.0002063171924049506,0.006733286648532846,0.01745504029359971,0.055982736403879754
miami2016,4,1214,TabPFN,0.059212997011338364,0.07647494414661167,0.05444874908943511,2.979952096939087,0.022026194070564796,0.015452055233264223,0.002910009810538361,0.018362065043802583,0.038140341194658034,0.09735333820599641
miami2016,4,1722,BetterCatBoost,0.06086331955161928,0.06513624583353575,0.04585092389022738,16.423771858215332,0.019285321943308363,0.011963880431425485,0.002558548035358821,0.014522431552534113,0.0389101920621661,0.0997735116137854
miami2016,4,1722,CheapBetterLGBMClassifier,0.06045769142710805,0.06507760955040617,0.04816593367091049,2.834941864013672,0.01691167587949568,0.012966495444116044,0.0025786455947515,0.015545144124617351,0.038504563937654876,0.09896225536476291
miami2016,4,1722,XT,0.06562486447185469,0.06797349559931985,0.039979872431728056,3.114561080932617,0.027993623167591818,0.008717797760597062,0.003382672793364899,0.01210047363971176,0.04332424771476362,0.10894911218661832
miami2016,4,1722,RF,0.0660340319396592,0.06633676488213264,0.044347045180885544,2.8683228492736816,0.02198971970124706,0.01055462429694128,0.00334870181632112,0.013903329199012212,0.04425414331521014,0.11028817525486936
miami2016,4,1722,tabICL,0.062026280707528705,0.07206764891012224,0.04894311900948689,4.785340785980225,0.023124529121817783,0.012931817088749811,0.0031886634479926595,0.016120480536742473,0.04007315321807552,0.10209943392560424
miami2016,4,1722,PartitionWise,0.02705796445143275,0.016939121876011144,0.016716743984435,0.15736794471740723,0.00022237789157610876,0.004173146699239244,6.511129589533427e-05,0.004238261080884387,0.005104836961979571,0.03216280141341232
miami2016,4,1722,TabPFN,0.06446274827054585,0.07548386180321168,0.05374704613961771,3.6050100326538086,0.0217368148847764,0.01469105498516354,0.0031072490422627773,0.01779830402742632,0.04250962078109268,0.10697236905163857
miami2016,4,2442,BetterCatBoost,0.055560770961140815,0.07202565683787003,0.04548788860089027,18.907186269760132,0.026537768236979807,0.01233956251760945,0.003343531633842725,0.01568309655984677,0.0445941180790053,0.1001548890401461
miami2016,4,2442,CheapBetterLGBMClassifier,0.055356355550930256,0.07683842262973571,0.04711275496720152,4.190375804901123,0.029725667662534185,0.012821032240768287,0.00354889909438211,0.016369933743544982,0.04438970266879474,0.099746058219725
miami2016,4,2442,XT,0.06170454103318688,0.07781499799763113,0.051712081801844945,2.6553215980529785,0.02610291619578614,0.014470790379012157,0.003955957312011732,0.018426750099418465,0.05057370215499511,0.112278243188182
miami2016,4,2442,RF,0.060556413294475406,0.0757130744374169,0.050320033601403746,3.2690811157226562,0.025393040836013136,0.013764128405764641,0.003881390810732216,0.01764552162489144,0.049221578256280374,0.10977799155075578
miami2016,4,2442,tabICL,0.05843272579635854,0.0853032085870912,0.05112162430212658,5.870291709899902,0.034181580913302714,0.014485148764442707,0.0039574736065259575,0.018442622370968664,0.04746607291422303,0.10589879871058158
miami2016,4,2442,PartitionWise,0.0346418702406362,0.031482642251701595,0.026496034460457972,0.1588444709777832,0.004986607791243635,0.007005170862573693,0.0008009064936040422,0.007806079764572332,0.023675217358500672,0.058317087599136876
miami2016,4,2442,TabPFN,0.05916833522331464,0.08674079895521217,0.052622854978648125,4.557113170623779,0.03411794060490216,0.014844925818028053,0.0040617456075267375,0.018906671425554793,0.04820168234117912,0.10737001756449374
miami2016,4,3463,BetterCatBoost,0.060063173530545036,0.07888365994017583,0.052865405333881066,18.885509490966797,0.026018254606294765,0.015048850261394237,0.003108814765210427,0.018157668017530236,0.039648063373453904,0.09971123690399894
miami2016,4,3463,CheapBetterLGBMClassifier,0.06367380513461116,0.08538526215981634,0.054936466313556455,4.38101863861084,0.03044879584625988,0.015464903545201988,0.0034859813284578963,0.01895088786458545,0.04325869497752005,0.1069325001121312
miami2016,4,3463,XT,0.0674841638890655,0.09771217279266962,0.0629336774039013,2.351168155670166,0.0347784953887683,0.01822861639404257,0.003927172488985939,0.022155791873954077,0.04750266298187468,0.11498682687094017
miami2016,4,3463,RF,0.06546258532064983,0.08896739818469045,0.05995620639160979,3.7038161754608154,0.02901119179308065,0.01700419859461513,0.0036106575738005047,0.020614859159341213,0.04490317484713995,0.11036576016778979
miami2016,4,3463,tabICL,0.06508932405428776,0.09650551981381385,0.06260641102677847,7.4650514125823975,0.03389910764524062,0.018612746481166325,0.0037769901210717577,0.022389736602238083,0.044674213897196634,0.10976353795148439
miami2016,4,3463,PartitionWise,0.03514283389945096,0.027835799505582015,0.02557485825338668,0.16317534446716309,0.0022609412521953478,0.006654895336044517,0.0003332429985157509,0.006988141325485831,0.014727723742359847,0.04987055764181081
miami2016,4,3463,TabPFN,0.06673401196782774,0.09799985228403787,0.06315840820295816,6.186497211456299,0.03484144293928497,0.018563818226721613,0.00383390796159217,0.022397726188313778,0.046318901810736626,0.11305291377856437
miami2016,4,4912,BetterCatBoost,0.060460197567015775,0.08611259118593688,0.05628870663940161,21.351237535476685,0.02982388454653523,0.016315088680207042,0.003562226635831886,0.019877317949254028,0.045847031394515556,0.10630722896153133
miami2016,4,4912,CheapBetterLGBMClassifier,0.06267920390894606,0.09297175923664688,0.05888320204614963,5.329523324966431,0.03408855719049726,0.016891371859831937,0.003947484715157093,0.02083885920820413,0.048066037736445834,0.1107452416453919
miami2016,4,4912,XT,0.06512311327542467,0.09996541923586977,0.06368763162403915,2.502246856689453,0.03627778761183061,0.01899230767391376,0.004324570417541177,0.023316880724670037,0.05036740149924549,0.11549051477467014
miami2016,4,4912,RF,0.06373832940576636,0.08802427126307513,0.0602986629196723,4.356493234634399,0.027725608343402753,0.017517430774775043,0.004097860282792886,0.021615293690783022,0.04914548830218653,0.11288381770795289
miami2016,4,4912,tabICL,0.06485859692756538,0.10389889796287041,0.0638379951003653,10.239232540130615,0.04006090035143235,0.018846156604168916,0.004407631764507325,0.023253788368676243,0.05024543075506514,0.11510402768263053
miami2016,4,4912,PartitionWise,0.03310236791106543,0.0264546523862512,0.022834837280545795,0.16690683364868164,0.003619815105705404,0.005848148478156337,0.0005284446179260216,0.006376595729297446,0.0184892017385652,0.05159156964963063
miami2016,4,4912,TabPFN,0.06532680109826394,0.10520557133131643,0.06619592076359636,9.427799224853516,0.03900964805664732,0.01986636831673285,0.004314299248839429,0.02418066756557228,0.05071363492576371,0.11604043602402765
miami2016,4,6967,BetterCatBoost,0.06295419700749397,0.09711652243471644,0.06332200148173514,27.190324544906616,0.0337945209529813,0.018808424191070434,0.003937050016105647,0.022745476765032278,0.04956332704851742,0.11251752405601138
miami2016,4,6967,CheapBetterLGBMClassifier,0.0645182996444475,0.10389116589550577,0.06444500311005488,6.3533079624176025,0.03944616278545092,0.018969703648124902,0.004369892916961058,0.023339599122942162,0.05112742968547094,0.11564572932991843
miami2016,4,6967,XT,0.06582452359998706,0.11015858285072096,0.0678048354983345,2.721536159515381,0.04235374735238643,0.020339150736341335,0.00467200345728018,0.025011156751477703,0.05266323965989326,0.11848776325988031
miami2016,4,6967,RF,0.06598243538727386,0.1073116351656446,0.0662920279611283,5.590397357940674,0.04101960720451625,0.019771134248216478,0.004580720312490616,0.0243518571185633,0.05290731707746536,0.1188897524647392
miami2016,4,6967,tabICL,0.06700170547648676,0.11377868501921609,0.0702563641153668,14.737278699874878,0.04352231810431062,0.021316916718671308,0.00468128584531125,0.025998202563982564,0.053610835517510204,0.12061254099399696
miami2016,4,6967,PartitionWise,0.031132589106321218,0.025674114115910352,0.020973814625617815,0.1755974292755127,0.0047002994902925034,0.005353685493489535,0.0006542000296759082,0.006007888081021639,0.017741719147344657,0.04887430825366587
miami2016,4,6967,TabPFN,0.06707363743511638,0.11439822303665781,0.07046836541624082,14.174426555633545,0.04392985482087832,0.02145800353104399,0.0047545869754829105,0.0262125905065269,0.053682767476139835,0.12075640491125621
miami2016,5,300,BetterCatBoost,-0.003000007073084513,0.008039111876719369,-0.0008138871044928442,9.198455572128296,0.008852998981212223,-0.0001731261168261944,0.0015542891877810161,0.0013811629536081686,0.0270000167687734,0.024000009695688877
miami2016,5,300,CheapBetterLGBMClassifier,0.0016666615009307858,0.004279152392568958,-0.0014955253584319982,1.3824443817138672,0.005774677751000962,-0.0003645844944213203,0.001057338248152695,0.0006927536363847186,0.03166668534278869,0.03333334684371948
miami2016,5,300,XT,0.005333327452341715,-0.026733913631456017,-0.014533829882054284,3.3175275325775146,-0.01220008374940174,-0.005539888771542231,0.002302074191420713,-0.003237814697468173,0.03766668438911438,0.04300001184145609
miami2016,5,300,RF,0.006666660308837891,-0.042902480202088145,-0.014974402998248648,4.279177665710449,-0.02792807720383949,-0.00580570358635705,0.0015828519691985002,-0.004222851734505209,0.03833335041999818,0.04500001072883607
miami2016,5,300,tabICL,-0.006000001430511474,0.007874177497325868,-0.002411400230155858,2.9579451084136963,0.010285564687548609,-0.0005207482259720564,0.001643582199176305,0.0011228339732042487,0.024000022411346435,0.01800002098083496
miami2016,5,300,PartitionWise,0.012666662534077961,-0.04904054364939235,0.0018986363341275125,0.13484716415405273,-0.05093917998351984,0.00024493507515032655,0.0017453034335602497,0.0019902383913639214,0.04266668637593587,0.05533334891001383
miami2016,5,300,TabPFN,0.006666663487752279,0.0048391297484236704,-0.0017445023372038904,3.292468309402466,0.0065836190456944384,-0.0005475150980055355,0.0013936188488059983,0.0008461037508004664,0.03666668732961019,0.04333335081736246
miami2016,5,425,BetterCatBoost,0.019764698813943302,0.026591764225434623,0.0038066523689679055,17.027341842651367,0.022785111856466728,0.0001598601351983947,0.0028286570719472217,0.002988517996468887,0.035058840302860036,0.054823539116803335
miami2016,5,425,CheapBetterLGBMClassifier,0.015764698982238767,0.013561042853022214,-0.002260390759772185,1.6889002323150635,0.015821433612794394,-0.00138159861356857,0.002167381384276014,0.0007857835600307159,0.031058840471155508,0.04682353945339427
miami2016,5,425,XT,0.027999993212082807,0.028120380456336257,-0.0008380952700420663,3.2819325923919678,0.028958475726378267,-0.002325438697820005,0.0036286266616571278,0.0013031887531603878,0.04705884035895853,0.07505883357104133
miami2016,5,425,RF,0.02447058116688448,0.008062404377179071,0.001368991550328752,4.146668910980225,0.006693412826850292,-0.002345595560565107,0.0032436331976048284,0.0008980384263629945,0.039294134308310115,0.0637647154751946
miami2016,5,425,tabICL,0.03082352273604449,0.033135600018029496,0.0033608575628625683,2.8849833011627197,0.029774732885870653,-0.0002888832131729399,0.003534715657868434,0.0032458324446954915,0.04611766422496122,0.07694118696100571
miami2016,5,425,PartitionWise,0.012470585598665124,-0.07755169197488779,0.007612849264756511,0.13930416107177734,-0.08516454123964429,0.001729551297738738,0.0005963182234312011,0.0023258703104932082,0.027764727087581858,0.040235312686246985
miami2016,5,425,TabPFN,0.02329411142012652,0.029874003928143107,0.008125103136074691,3.1107070446014404,0.021748891222772147,0.001394501551985737,0.002487126900843363,0.003881628452829103,0.03858825290904326,0.06188236432916977
miami2016,5,603,BetterCatBoost,0.01678649548164084,0.02335508533474819,0.005737525495960216,16.020238161087036,0.017617559838788023,0.0010588714522874964,0.002449251041658844,0.003508122870847191,0.038769990397878915,0.055556485879519744
miami2016,5,603,CheapBetterLGBMClassifier,0.020764456680326754,0.020468453178962738,0.006118006279581351,1.939115285873413,0.014350446899381386,0.0013488409105031547,0.0020925910592016123,0.0034414323466056204,0.042747951596564825,0.06351240827689157
miami2016,5,603,XT,0.02159641201010092,0.020281985167960176,0.00960120503396213,3.304312229156494,0.010680780133998058,0.0022605088058355984,0.0023177891853887063,0.004578298368125164,0.042918749743913485,0.06451516175401441
miami2016,5,603,RF,0.021436631960317122,0.024692373237182874,0.007657830069329319,3.8137590885162354,0.017034543167853588,0.0012904573825114466,0.002530040027139549,0.003820497786551855,0.04225759216412368,0.0636942241244408
miami2016,5,603,tabICL,0.017111564830315014,0.028378439763324083,0.015552920540822818,3.0829966068267822,0.012825508074495501,0.004213684857643361,0.0021261462893220257,0.006339831146965387,0.039095059746553085,0.056206624576868106
miami2016,5,603,PartitionWise,0.0141143213109865,0.0013016387131070783,0.001463250980837244,0.1539592742919922,-0.00016161226773014347,-7.307816394036132e-05,0.0016959663161035892,0.001622888529064087,0.03609781622722458,0.05021213753821108
miami2016,5,603,TabPFN,0.01792561382629983,0.019759367899865803,0.007554499969022216,2.87638521194458,0.012204856782837841,0.0015218630245920114,0.0021914739724173933,0.0037133369970094045,0.039909108742537905,0.05783472256883774
miami2016,5,856,BetterCatBoost,0.029432875398679705,0.03558954781485471,0.009699853057188335,13.329968929290771,0.0258896947576664,0.002003133799818921,0.0033159599768929015,0.00531909481680522,0.040659609426856126,0.07009248482553583
miami2016,5,856,CheapBetterLGBMClassifier,0.02709505465765737,0.036992219383727334,0.010633325309969521,2.11240816116333,0.02635889407375782,0.0022601426520213407,0.0031091498094931586,0.0053692935016079,0.03832178868583379,0.06541684334349115
miami2016,5,856,XT,0.03351488427517285,0.04041033579145946,0.011637619693568035,3.578500509262085,0.028772716097891404,0.0011591162514127118,0.0035116400134448333,0.004670757304950942,0.04415750283700794,0.0776723871121808
miami2016,5,856,RF,0.03234665390019447,0.04069440641183732,0.010939400998082837,3.127213954925537,0.029755005413754487,0.0012006001506526226,0.0035605386489224204,0.0047611398396684435,0.045556931697996426,0.07790358559819091
miami2016,5,856,tabICL,0.03667889971417278,0.047579878891471,0.014972723149759993,3.3687281608581543,0.03260714713233638,0.0030391778240688866,0.0038398870635888093,0.006879064887657699,0.047905633742349185,0.08458453345652195
miami2016,5,856,PartitionWise,0.014839516464389297,-0.009976458549568124,0.0076939898037288405,0.15501642227172852,-0.017670448353296987,0.0017579841735314156,0.0008728310585827375,0.002630816272207559,0.026066250492565717,0.04090576695695501
miami2016,5,856,TabPFN,0.032228335374620484,0.03835195246052735,0.010871609485026124,2.9277851581573486,0.027480334366126614,0.0017702623719521027,0.0032810624965476432,0.005051324868499743,0.0434550694027969,0.07568340477741739
miami2016,5,1214,BetterCatBoost,0.02981769923421391,0.057894034582363085,0.019676233990789233,15.775686740875244,0.0382178005915739,0.005005205075599217,0.004238943374345448,0.009244148892225173,0.05074075814052102,0.08055845737473492
miami2016,5,1214,CheapBetterLGBMClassifier,0.029728932566039968,0.05417607513290652,0.01654267431508068,2.5226941108703613,0.03763340081782586,0.003992367275648998,0.004316665789931708,0.008309033507861219,0.05065199147234708,0.08038092403838704
miami2016,5,1214,XT,0.032949011933903705,0.0622871095564876,0.024871721717328116,3.6028575897216797,0.03741538783915947,0.006979761373407237,0.00419647837507373,0.011176240190761475,0.053130989821432426,0.08608000175533613
miami2016,5,1214,RF,0.02800257828950566,0.05604272546342735,0.018898811086114846,2.7375478744506836,0.037143914377312445,0.005051423751017983,0.004046407822938088,0.009097832016236573,0.04793764253791869,0.07594022082742435
miami2016,5,1214,tabICL,0.03484269729281868,0.07191861104377759,0.027382363679102545,3.8175227642059326,0.04453623646693572,0.007687292545461818,0.004718891440895974,0.012406183986357794,0.05576575619912579,0.09060845349194448
miami2016,5,1214,PartitionWise,0.006916637899956485,-0.007327359155945562,0.0023270176083098394,0.15491199493408203,-0.009654376764255434,0.0003768361793504399,0.0010445119554804358,0.0014213485771113852,0.027839696806263598,0.03475633470622008
miami2016,5,1214,TabPFN,0.03269835796558269,0.06592266996856433,0.023734157010641615,2.955956220626831,0.04218850206018337,0.006777498502926901,0.004495597802064881,0.011273096304991778,0.053621416871889795,0.0863197748374725
miami2016,5,1722,BetterCatBoost,0.02508711787016656,0.0355922191516613,0.00854000294866159,15.18017864227295,0.0270522162029997,0.0016363827154431908,0.003296718540707941,0.004933101727910746,0.04553203554417816,0.07061915341434473
miami2016,5,1722,CheapBetterLGBMClassifier,0.023923485125200015,0.037327092475081904,0.00969418649766327,2.7598586082458496,0.02763290597741865,0.00183581761740962,0.0034511976879084334,0.0052870157770776695,0.04436840279921161,0.06829188792441163
miami2016,5,1722,XT,0.023863660095314168,0.028760541857600085,0.005709933678615692,3.350686550140381,0.023050608178984373,-0.0002113327752461147,0.003457702333168669,0.003246370029682173,0.044425699330356574,0.06828935942567074
miami2016,5,1722,RF,0.02642179927019949,0.032778340683291766,0.007928881188644477,2.8353490829467773,0.024849459494647286,0.0008853690747332888,0.003551596221495827,0.004436965767988729,0.04640227463597355,0.07282407390617304
miami2016,5,1722,tabICL,0.026828440178272333,0.04295190314454665,0.01137890865085332,4.525647163391113,0.03157298370879688,0.002298927277627609,0.003921952569041471,0.006220879846669078,0.04727335785228394,0.07410179803055628
miami2016,5,1722,PartitionWise,0.010631441654763641,0.011905660688160796,0.0035633389555833617,0.15876269340515137,0.008342321732577446,0.00078859347914014,0.0013037955325104378,0.002092389483410205,0.031076359328775244,0.04170780098353888
miami2016,5,1722,TabPFN,0.030716205971547162,0.042345730460798134,0.01238467836714342,3.6020350456237793,0.02996104130875828,0.0025033996800490578,0.0038627697703125683,0.006366169450361625,0.05116112364555876,0.08187732961710592
miami2016,5,2442,BetterCatBoost,0.03501331868437134,0.06538464209968994,0.025126562510847484,16.603333473205566,0.04025807958884249,0.006501013049662463,0.004516202935973314,0.011017216475740655,0.05516068236330056,0.0901740010476719
miami2016,5,2442,CheapBetterLGBMClassifier,0.03370226260331223,0.06316190248930068,0.024656429117043854,3.4647326469421387,0.03850547337225682,0.0063838877003978165,0.004418618734744801,0.010802506925247483,0.05384962628224145,0.08755188888555368
miami2016,5,2442,XT,0.03689722464394268,0.06363582292471189,0.026937980029945158,2.577444314956665,0.03669784289476673,0.006717253729316199,0.004832496315762644,0.01154975053518371,0.05708573946364067,0.09398296410758336
miami2016,5,2442,RF,0.035260226798447605,0.06668069601066937,0.025723838733103493,3.1636531352996826,0.04095685727756589,0.0065563931573895465,0.004766304177984718,0.01132269782547914,0.05561301123005293,0.09087323802850054
miami2016,5,2442,tabICL,0.03841085278049524,0.07603147974518583,0.030353776009748083,5.837031841278076,0.04567769302076506,0.008102773882106572,0.004992145298618987,0.013094919180725561,0.05855821645942446,0.0969690692399197
miami2016,5,2442,PartitionWise,0.016297642660191347,0.019441586727140785,0.008236946209612784,0.16034817695617676,0.011204640517528053,0.0019212913024831857,0.001636859077795444,0.0035581508703835057,0.03644500633912056,0.052742648999311914
miami2016,5,2442,TabPFN,0.04074549343954119,0.07672466600044725,0.030286680152416305,4.559267520904541,0.046437975133358254,0.00780873499946543,0.0051300475878868325,0.012938782587352256,0.0608928571184704,0.10163835055801158
miami2016,5,3463,BetterCatBoost,0.030262069749816645,0.061414726356462536,0.022407932202379334,17.794880867004395,0.03900679415408319,0.006084518351948421,0.004522816583967147,0.01060733511394174,0.05547124539042172,0.08573331514023838
miami2016,5,3463,CheapBetterLGBMClassifier,0.031505219477725964,0.06095278759094898,0.020172914876783198,4.315960884094238,0.040779872714165756,0.005241702648051886,0.004715044057018336,0.009956746883096407,0.056714395118331054,0.08821961459605701
miami2016,5,3463,XT,0.033065246138273476,0.07021691994746566,0.025362844115945943,2.337836980819702,0.04485407583151968,0.0071724107604252225,0.005099929177924373,0.012272340116375777,0.05775460749351256,0.09081985363178603
miami2016,5,3463,RF,0.03228573351182438,0.06613256007375398,0.025284574667643306,3.672764539718628,0.04084798540611066,0.006967478647294652,0.004812531038348972,0.0117800098636698,0.05717719845894927,0.08946293197077365
miami2016,5,3463,tabICL,0.03312259141322909,0.06788447958334844,0.02227200548766297,7.248288631439209,0.04561246218640837,0.005940356519915585,0.005126279362467583,0.011066635882383172,0.05833176705383417,0.09145435846706326
miami2016,5,3463,PartitionWise,0.011205652961023868,0.01895568911207899,0.004816420398518423,0.16640925407409668,0.014139268713560532,0.0010621651158820467,0.0019316880738967437,0.002993853367804969,0.03641482860162896,0.04762048156265282
miami2016,5,3463,TabPFN,0.0326315121856562,0.06783880903110737,0.02423454386077704,6.200295448303223,0.04360425326105324,0.006776240524331503,0.00493116729454675,0.011707407818878255,0.05784068782626128,0.09047220001191748
miami2016,5,4912,BetterCatBoost,0.03580984012264447,0.0691013385037593,0.028092493806170772,21.364105463027954,0.04100884469758854,0.007635941170023583,0.0047186383005277804,0.012354579982764515,0.055598614889079655,0.09140845501172412
miami2016,5,4912,CheapBetterLGBMClassifier,0.03845633766144942,0.07363003186777649,0.02794169476962206,5.167865753173828,0.04568833709815445,0.007411111413902091,0.0050707478587936035,0.012481859784908848,0.058245112427884625,0.09670145008933405
miami2016,5,4912,XT,0.039453555410411505,0.06910540248368517,0.030458006884669497,2.4117307662963867,0.0386473955990157,0.008357621047973746,0.005116813343243617,0.013474434903430522,0.05914049706161169,0.0985940524720232
miami2016,5,4912,RF,0.03973879135828708,0.07387208695908012,0.02933725131431116,4.33769416809082,0.044534835644768955,0.007972157219232742,0.005182613569631239,0.013154771301077136,0.05958883158909719,0.09932762294738427
miami2016,5,4912,tabICL,0.03953541611359953,0.07912773208911429,0.031305269755771324,9.981029033660889,0.04782245170329842,0.00877328882743378,0.005287175075084516,0.014060463902518288,0.059324190880034725,0.09885960699363425
miami2016,5,4912,PartitionWise,0.014127951368366878,0.01704021519838763,0.007542945122959821,0.16975736618041992,0.009497270075427822,0.0017958381025005605,0.0014763948851729074,0.0032722334998866232,0.033916726134802073,0.048044677503168945
miami2016,5,4912,TabPFN,0.04018685756043241,0.07864692531400616,0.032590280354713015,9.391404151916504,0.0460566343292486,0.009165120720424514,0.005215893881994532,0.014381014602419046,0.0599756323268676,0.1001624898873
miami2016,5,6967,BetterCatBoost,0.04069258353979212,0.07616724223313528,0.03164927276217576,26.413935661315918,0.04451796947095955,0.008606427824358965,0.005099274696886499,0.013705703052680979,0.060169578216558314,0.10086216175635046
miami2016,5,6967,CheapBetterLGBMClassifier,0.04228539081924228,0.08235409456664636,0.03327966230426111,6.262052536010742,0.04907443226238526,0.009026356848160479,0.005422055564932646,0.014448412944528633,0.06176238549600849,0.10404777631525075
miami2016,5,6967,XT,0.04284531288942801,0.08342056656824985,0.035511935652161195,2.635244131088257,0.047908630916088664,0.009879998440903351,0.005523020566859593,0.015403019539198459,0.06249448416320902,0.10533979705263703
miami2016,5,6967,RF,0.041366819607226595,0.07753604052841145,0.03432769105872219,5.400274276733398,0.04320834946968926,0.009487683574686412,0.005473696950989251,0.014961381057111178,0.06097307289205996,0.10233989249928657
miami2016,5,6967,tabICL,0.042644287867616607,0.08813729753228636,0.035937800346816796,14.5324068069458,0.05219948662900618,0.010072703013360784,0.00568714035191204,0.015759843365272825,0.062121282544382816,0.10476557041199944
miami2016,5,6967,PartitionWise,0.014841172617577942,0.01719363266763897,0.006905201788241433,0.1767265796661377,0.010288430879397547,0.0015875600584710381,0.0015410424544148537,0.0031286030443213987,0.03431816729434415,0.04915933991192209
miami2016,5,6967,TabPFN,0.04245784659777303,0.08643482426845966,0.03566894321806861,14.168026208877563,0.05076587049392765,0.009968006569107873,0.00552131799073465,0.015489324559842527,0.06193484127453926,0.10439268787231229
miami2016,6,300,BetterCatBoost,0.022999991973241173,-0.0040921816889055,0.009557437571854056,13.784554958343506,-0.013649619260759489,0.0016761626500101476,-0.0009798359735217672,0.0006963284087483521,0.02300001581509908,0.04600000778834025
miami2016,6,300,CheapBetterLGBMClassifier,0.01299999197324117,-0.008092241147135044,0.0033084921311529515,1.458129644393921,-0.011400733278287955,0.00018704204270301035,-0.0006384543273277296,-0.0004514105523647352,0.01300001581509908,0.026000007788340253
miami2016,6,300,XT,0.018666657606760662,-0.1022867316787269,0.0017146232803887719,3.3729517459869385,-0.10400135495911564,-0.0010281128433710872,-0.0005783721026303631,-0.001606483213741465,0.018000014623006187,0.03666667222976684
miami2016,6,300,RF,0.017999991575876874,-0.055826616745496806,0.0012486998604559763,4.287357568740845,-0.05707531660595273,-0.0011935202507785028,-0.0007550017322599855,-0.001948520250778503,0.017333348592122398,0.035333340167999265
miami2016,6,300,tabICL,0.026333326896031694,0.00048041141034145806,0.014398016532892776,2.9956729412078857,-0.013917611082385173,0.003161592672889435,-0.000520441965733577,0.002641150707155858,0.026333350737889605,0.05266667763392131
miami2016,6,300,PartitionWise,0.016666653156280516,-0.08539886767690603,0.005559241020452193,0.08905768394470215,-0.0909581086973582,0.0011224570890491393,0.0007400722058467993,0.0018625310271559226,0.016666676998138424,0.033333330154418944
miami2016,6,300,TabPFN,0.020999992291132606,-0.0019127982413919774,0.009697700367008445,3.251668691635132,-0.011610504568234287,0.0019170559352884684,-0.0003607240157725733,0.001556331919515895,0.021000016132990518,0.042000008424123124
miami2016,6,425,BetterCatBoost,0.049647048220914945,0.05058411389637528,0.03319882764928005,14.25745439529419,0.017385286247095254,0.007492618875996049,0.002163503028908506,0.009656124870235627,0.02964707206277286,0.07929412028368782
miami2016,6,425,CheapBetterLGBMClassifier,0.046588225084192615,0.04209991477854499,0.02803288518021495,1.836834192276001,0.01406702959832995,0.006558449927719099,0.00185743455312265,0.008415887446172828,0.026588248926050523,0.07317647401024314
miami2016,6,425,XT,0.05341175500084372,0.06659178252992284,0.04116490599942082,3.2582449913024902,0.025426876530502063,0.010085278080420557,0.002758559126172189,0.012843840171923821,0.03247060214771944,0.08588235714856315
miami2016,6,425,RF,0.056235284524805404,0.05261814091123758,0.032850578066091166,4.185883283615112,0.019767562845146393,0.007168755204603555,0.002363997034668919,0.00953275520460355,0.03458824915044448,0.0908235336752499
miami2016,6,425,tabICL,0.058823520436006436,0.05977388379107945,0.038579215762904503,3.0845422744750977,0.021194666788407156,0.008679466297959576,0.0024563429522244965,0.011135809250184082,0.038823544277864344,0.09764706471387077
miami2016,6,425,PartitionWise,0.0343529359032126,0.010138691623567342,0.013799880896495375,0.14775991439819336,-0.003661189272928078,0.002496336083875364,-0.00032416700568497494,0.0021721720435214724,0.014352959745070512,0.048705895648283114
miami2016,6,425,TabPFN,0.0562352850857903,0.06229342993840581,0.03878163678296352,3.148136854171753,0.023511791915674464,0.008593132360016595,0.0026345364660643523,0.011227668826080946,0.03623530892764821,0.09247059401343852
miami2016,6,603,BetterCatBoost,0.038309908305646304,0.03272990159562482,0.023577938330443006,14.21210765838623,0.009151963265181839,0.005750330326714079,0.0017486310944672206,0.007498963330079572,0.035444918373399525,0.07375482667904583
miami2016,6,603,CheapBetterLGBMClassifier,0.036519275445583435,0.03307953985099739,0.027399499129987438,1.8535921573638916,0.00568004072100996,0.0073831796926299344,0.001410380714855397,0.008793562316383615,0.033654285513336664,0.0701735609589201
miami2016,6,603,XT,0.04095729225430607,0.005989483314054067,0.02190982474641364,3.2802820205688477,-0.015920341432359562,0.004532792397805135,0.0023567097531770305,0.006889504059880416,0.03742976772883706,0.07838705998314313
miami2016,6,603,RF,0.037812663799475045,0.015833182014365833,0.01804127731566042,3.7502713203430176,-0.0022080953012946327,0.0036681440966113725,0.0021550547179765315,0.0058232007234861796,0.03644767382749184,0.07426033762696689
miami2016,6,603,tabICL,0.04130577757338848,0.04291871779852274,0.02918139665238424,3.280048131942749,0.013737315862457333,0.007818663899040174,0.002542513474872729,0.010361177373912903,0.0384407876411417,0.07974656521453016
miami2016,6,603,PartitionWise,0.013617075619290353,-0.016715139483226872,0.0009895860009753177,0.14306950569152832,-0.017704725484202165,-0.00023347544909153585,-0.00019195886239222748,-0.0004254324025855016,0.01075208568704358,0.024369161306333934
miami2016,6,603,TabPFN,0.04015426214733071,0.039178220638703645,0.025560236313138297,2.8870790004730225,0.013617979041884198,0.006438685179785531,0.00212311660614386,0.008561801785929388,0.037289272215083935,0.07744353436241465
miami2016,6,856,BetterCatBoost,0.011306262780707918,0.025299261844675004,0.0019482485663762706,14.02289891242981,0.023351013278298766,0.00041072433142253645,0.0029256607590910826,0.003336385194442279,0.03771727533465614,0.04902353811536405
miami2016,6,856,CheapBetterLGBMClassifier,0.006881539069048226,0.02102986303116277,0.00194295409736448,2.064213991165161,0.019086908933798274,0.00027241129487104166,0.002460096995313166,0.0027325083941128715,0.03329255162299644,0.04017409069204467
miami2016,6,856,XT,0.021491222052967794,0.022908180423582548,-0.0037727620518276384,3.62192964553833,0.026680942475410214,-0.002708658776881491,0.003649138191853865,0.0009404795189010232,0.04918266411267315,0.07067388616564094
miami2016,6,856,RF,0.016812859758720516,0.014966220395953894,-0.0012313186437494406,3.195810556411743,0.016197539039703328,-0.0017732707266525636,0.0033236062094430586,0.0015503355867191495,0.04449954185699194,0.061312401615712456
miami2016,6,856,tabICL,0.013887523579367256,0.03292641761936699,0.0029982400479516337,3.556626796722412,0.029928165378500793,0.0006220029092558615,0.0035021054223384916,0.004124108331594349,0.040298536133315466,0.05418605971268272
miami2016,6,856,PartitionWise,0.010851349372466892,0.011654032514617102,0.0012832001622325839,0.14644861221313477,0.010370832352384517,0.00010091979149255414,0.0014637513846008144,0.0015646712800220202,0.037262361926415105,0.048113711298882
miami2016,6,856,TabPFN,0.016232824259090957,0.030469093672103466,0.0020628480001587124,2.9020206928253174,0.028406233479030214,0.00013090343320078384,0.003348670120269223,0.0034795735534700043,0.04264383681303917,0.05887666107213012
miami2016,6,1214,BetterCatBoost,0.034110796850108656,0.04577542580060236,0.021711939993602835,15.890271663665771,0.024063485806999584,0.005357878677233166,0.002968605618357864,0.00832648560093322,0.04103528418208662,0.07514608103219529
miami2016,6,1214,CheapBetterLGBMClassifier,0.03361152775436908,0.046358995962580446,0.01933007415878376,2.496591806411743,0.0270289218037967,0.004474914610176508,0.003220805082761896,0.007695720998280614,0.04053601508634704,0.07414754284071615
miami2016,6,1214,XT,0.03485153816153604,0.053448666030519246,0.025956014855209965,3.5693776607513428,0.02749265117530929,0.0074065097838512655,0.0033599441650746437,0.010766455254268118,0.04202293893640043,0.07687447709793647
miami2016,6,1214,RF,0.03617215221464904,0.04167197883444554,0.025020248410091078,2.7191057205200195,0.016651730424354548,0.006612877388063989,0.0030163000546853114,0.009629178748091495,0.042602132065533024,0.07877428428018207
miami2016,6,1214,tabICL,0.03806277607199457,0.05197496661015094,0.024160084617227472,4.108078479766846,0.027814874398893345,0.006053059610566661,0.0034304499239807633,0.00948350953454742,0.044987263403972536,0.08305003947596709
miami2016,6,1214,PartitionWise,0.019199396374963262,0.008506172986055582,0.005726340966753773,0.14459562301635742,0.002779832019301842,0.0009761800159553497,0.0006361381089013601,0.001612319430198908,0.026123883706941225,0.04532328008190449
miami2016,6,1214,TabPFN,0.035343664932611,0.04649388621393895,0.020304378947194435,2.981257677078247,0.02618949967271439,0.004721211954716639,0.003266182584209157,0.007987394538925802,0.04226815226458897,0.07761181719719998
miami2016,6,1722,BetterCatBoost,0.04158728547617768,0.06053996333887461,0.028312273073400708,14.846736669540405,0.032227690265473896,0.006924922125843874,0.003751270573055768,0.010676194102216,0.04692266489606053,0.08850995037223822
miami2016,6,1722,CheapBetterLGBMClassifier,0.042922135673069094,0.06420257889554346,0.030800436609136405,2.914154291152954,0.03340214228640703,0.0074652457264270475,0.0038950184877421107,0.011360265617485519,0.04825751509295194,0.09117965076602104
miami2016,6,1722,XT,0.044837876073350644,0.06510068238154938,0.029973285751918776,3.4299142360687256,0.035127396629630644,0.007065532712700573,0.004056066304431833,0.011121600420448772,0.05017376091591148,0.09501163698926211
miami2016,6,1722,RF,0.04210784564244856,0.06018624520047272,0.02917242886126371,2.8000667095184326,0.03101381633920901,0.006971499589081503,0.004031528181374503,0.011003029173772364,0.04802344062993692,0.0901312862723855
miami2016,6,1722,tabICL,0.04698752283085707,0.06858603064240598,0.032554048785302034,4.789129018783569,0.03603197463810853,0.007887559268561753,0.004081124063852257,0.011968683332414012,0.05232290225073991,0.09931042508159697
miami2016,6,1722,PartitionWise,0.01898988416550896,0.00780223614314769,0.009482917646835154,0.14763116836547852,-0.0016806815036874867,0.0021134337306289662,0.0007117739543415852,0.0028252090882869172,0.024325263585391815,0.04331514775090078
miami2016,6,1722,TabPFN,0.047448762836663626,0.06914723136031017,0.03283968553745029,3.5903635025024414,0.036307538603864466,0.008060044267675943,0.00416340818896381,0.012223452456639753,0.05278414225654647,0.10023290509321008
miami2016,6,2442,BetterCatBoost,0.0392394077123848,0.07008121291900428,0.035929611693042575,19.04661202430725,0.03415160122596174,0.010325256849489655,0.0039344331478078556,0.014259691068407927,0.04996305621480793,0.08920246392719272
miami2016,6,2442,CheapBetterLGBMClassifier,0.04239221200111657,0.06798410981039507,0.03152330952687214,3.470472812652588,0.03646080028352296,0.008652313511506134,0.004145876679250459,0.012798191261867006,0.053115860503539704,0.09550807250465627
miami2016,6,2442,XT,0.040667045294964746,0.0642516372412727,0.03328967647368575,2.470674753189087,0.03096196076758693,0.009178034397728638,0.0041851931656688626,0.013363228634507915,0.05069447518625917,0.0913615204812239
miami2016,6,2442,RF,0.04230622183739462,0.06520632293271383,0.03530742467513563,3.1421241760253906,0.02989889825757821,0.010104920509677862,0.004225428656112543,0.014330350236900807,0.05237480296717036,0.09468102480456497
miami2016,6,2442,tabICL,0.042060656360054224,0.0757070674555089,0.03483305368202039,6.143556833267212,0.04087400528284376,0.00972510494962417,0.004625933691527692,0.014351038641151854,0.05278430486247735,0.09484496122253158
miami2016,6,2442,PartitionWise,0.014789713675830568,0.008292588256526078,0.007662626210850532,0.15851831436157227,0.0006299620456755806,0.001777427439766352,0.0007811617660255371,0.002558590276902306,0.025513362178253708,0.040303075854084276
miami2016,6,2442,TabPFN,0.0403833454841541,0.07304768970483352,0.03387290477187301,4.55393385887146,0.0391747764423158,0.009395221320734688,0.0045195039131884825,0.013914725233923165,0.05110699398657723,0.09149033947073133
miami2016,6,3463,BetterCatBoost,0.04894297229403374,0.06648995668253638,0.03645851192714278,18.23280692100525,0.03003144475539359,0.009654346880803702,0.0037570430030425205,0.013411391646241572,0.04845421067600793,0.09739718297004166
miami2016,6,3463,CheapBetterLGBMClassifier,0.05044490339839754,0.07316245451452781,0.03865847054136101,4.183908939361572,0.034503983973166785,0.010173315563069638,0.004059261642611609,0.014232578968076597,0.049956141780371735,0.10040104517876927
miami2016,6,3463,XT,0.052062608425272126,0.07487762331329442,0.03867312616861026,2.228508472442627,0.036204497144684177,0.009993271927805119,0.004379218905611446,0.014372492595811914,0.05119845781634615,0.10326106624161828
miami2016,6,3463,RF,0.053304799001346895,0.07357119014430216,0.039993193960665974,3.634528398513794,0.03357799618363619,0.010611503704235355,0.004446079728724675,0.015057585195355383,0.05316210737426384,0.10646690637561074
miami2016,6,3463,tabICL,0.052581464384992796,0.08251982027154928,0.04160192210813383,7.4855780601501465,0.04091789231893657,0.011234958693460395,0.004571801791372484,0.015806760484832882,0.05209270276696698,0.10467416715195976
miami2016,6,3463,PartitionWise,0.017757336321892008,0.009831748803823237,0.007201514244829487,0.16087746620178223,0.002630234558993738,0.0015911521378195014,0.0004334750253191744,0.0020246289255340276,0.017268574703866193,0.0350259110257582
miami2016,6,3463,TabPFN,0.054142032869604576,0.08537720597046264,0.043932279033069385,6.185359239578247,0.041444921092914366,0.012106039722034112,0.004660521829340672,0.016766561551374785,0.05365327125157876,0.10779530412118335
miami2016,6,4912,BetterCatBoost,0.05378687442784892,0.08713221051180058,0.05146465744449839,20.83272695541382,0.03566755306730216,0.014859901818159025,0.004274908098568298,0.019134811709267292,0.052809177215450455,0.10659605164329937
miami2016,6,4912,CheapBetterLGBMClassifier,0.05435713932959475,0.08892142289468483,0.051132174198543524,5.0360612869262695,0.03778924869614125,0.014823532405284367,0.004377089981874712,0.01920062417969905,0.05337944211719629,0.10773658144679103
miami2016,6,4912,XT,0.05531383091385235,0.09250785539452817,0.05544259486849386,2.480470895767212,0.037065260526034274,0.01655488409626398,0.004791476430715427,0.021346362319519373,0.054682448595783306,0.10999627950963567
miami2016,6,4912,RF,0.05616854410851831,0.09023852325776896,0.055448000343074386,4.325963497161865,0.03479052291469457,0.01657398294966153,0.004566209046302841,0.021140193788504336,0.0552314349260475,0.1113999790345658
miami2016,6,4912,tabICL,0.056372377060337354,0.09695865901807256,0.056463267708731925,10.25904393196106,0.04049538558025212,0.01675599658946442,0.004660620765929014,0.021416617355393432,0.05539467984793889,0.11176705690827622
miami2016,6,4912,PartitionWise,0.021945284101598902,0.014863878939811304,0.010931869620453593,0.16617584228515625,0.003932009319357688,0.0025975176061666244,0.0006332493340404227,0.003230768732747011,0.02096758688920044,0.04291287099079934
miami2016,6,4912,TabPFN,0.05771597176308302,0.09613155319713523,0.05700803386601968,9.396954536437988,0.03912351360202705,0.01684493167519512,0.00461816192246507,0.021463093597660188,0.05673827455068457,0.11445424631376759
miami2016,6,6967,BetterCatBoost,0.05320826615078943,0.09000220627771185,0.05086126684925733,25.262734174728394,0.03914093942845452,0.014894689920927887,0.004620890850546325,0.019515582293987112,0.05661031755204713,0.10981858370283655
miami2016,6,6967,CheapBetterLGBMClassifier,0.052246725623448356,0.0931976498386889,0.051202619511569014,6.370975732803345,0.041995030327119875,0.015056764279116262,0.004710493447081565,0.019767259248710735,0.05564877702470604,0.1078955026481544
miami2016,6,6967,XT,0.055189313176744914,0.0974973321542595,0.053179434888196965,2.710615634918213,0.044317897266062514,0.01575525193271158,0.005150383516251561,0.020905636971476026,0.0585340168504759,0.11372333002722082
miami2016,6,6967,RF,0.053624087860157134,0.09163559279527582,0.05285875467735022,5.4390881061553955,0.03877683811792565,0.015629732950677454,0.004934473822717733,0.020564208295908083,0.05689700404200561,0.11052109190216272
miami2016,6,6967,tabICL,0.05493099240397621,0.1027384848725084,0.05646457797490732,14.70123291015625,0.04627390013487747,0.016884780825139552,0.0050731233053602385,0.02195790413049979,0.058333043805233895,0.1132640362092101
miami2016,6,6967,PartitionWise,0.019520779873812486,0.014662397890040691,0.009367746850323799,0.17338013648986816,0.005294651039716869,0.0021913515170757154,0.0008056766160788487,0.002997029655667463,0.022922831275070187,0.04244361114888266
miami2016,6,6967,TabPFN,0.05484466215279563,0.10248891265431621,0.05665390991340178,14.176809310913086,0.04583499597819083,0.01711727983745085,0.0050518050090434755,0.02216908484649432,0.05824671355405332,0.11309137570684895
miami2016,7,300,BetterCatBoost,0.024333324035008746,0.025705433691207535,0.005028854226016277,11.841503858566284,0.020676579465191237,0.0006947681705180037,0.002182206804509229,0.0028769762962635058,0.03100001454353333,0.05533333857854207
miami2016,7,300,CheapBetterLGBMClassifier,0.02499999165534973,0.028083239086588625,0.0076752743121438535,1.4843366146087646,0.02040796477444478,0.0013151838122226727,0.0024116887401635758,0.0037268738736225327,0.03166668216387431,0.05666667381922404
miami2016,7,300,XT,0.02799999157587687,0.019529520077097517,0.004248925626334587,3.3651061058044434,0.015280594450762946,-0.0005976309508659211,0.0018258875676525899,0.0012282579380229585,0.03400001525878906,0.06200000683466593
miami2016,7,300,RF,0.02466665824254354,0.027451056960233856,0.009223354406041485,4.230775594711304,0.018227702554192364,0.0015482579380229704,0.0020135171972822234,0.003561776456541485,0.03100001533826192,0.05566667358080546
miami2016,7,300,tabICL,0.023666658004124964,0.02863245755322239,0.012934506750944619,2.854482889175415,0.015697943269088473,0.0030873985774815065,0.0017411761497593617,0.0048285747272408695,0.030333348512649537,0.0540000065167745
miami2016,7,300,PartitionWise,0.018666660785675047,-0.023791191820738383,0.002721201366270909,0.13604235649108887,-0.026512393187009257,-3.5818588835306865e-06,0.000531729854081002,0.0005281493164337667,0.02533335129419963,0.044000012079874674
miami2016,7,300,TabPFN,0.020333324670791627,0.03754323532615439,0.006558975966615832,3.1517114639282227,0.030984251826349247,0.0015489797977109726,0.0030133433116907317,0.004562323109401703,0.027000015179316206,0.047333339850107826
miami2016,7,425,BetterCatBoost,0.034117640607497265,0.016956314641369742,0.0075813307134837025,17.29545569419861,0.009374983927886027,0.0002585393086295573,0.0017640272399476354,0.0020225680632363907,0.03764707621406106,0.07176471682155834
miami2016,7,425,CheapBetterLGBMClassifier,0.014352935061735263,0.004601555012988678,0.0023697694050880402,1.8277647495269775,0.0022317856079006383,0.00027571603997001706,0.0006721278235340883,0.0009478453781633145,0.017882370668299057,0.032235305730034323
miami2016,7,425,XT,0.03717646262224982,0.016360360165814603,0.02412371921575925,3.288465738296509,-0.007763359049944607,0.005532233779458448,0.002025593256582611,0.007557828550700264,0.039529427360085884,0.07670588998233571
miami2016,7,425,RF,0.03199999192181756,0.030959116287127796,0.015252905849273368,4.102458238601685,0.015706210437854494,0.004089227243510726,0.0024282337794584302,0.006517462537628369,0.034588250833399156,0.06658824275521671
miami2016,7,425,tabICL,0.03929411130792955,0.028986404760966016,0.0157905413038981,3.041876792907715,0.013195856664281169,0.00340812576386858,0.0022111082135940208,0.005619233977462601,0.04282354691449334,0.08211765822242287
miami2016,7,425,PartitionWise,0.015764701226178335,-0.09621194523992556,-0.0014089126429131405,0.1459062099456787,-0.09480303259701242,-0.0009187926229976718,-0.0002987918467943163,-0.001217582955132776,0.01929413683274213,0.035058838058920475
miami2016,7,425,TabPFN,0.026117640383103314,0.021836049874867192,0.013498099648290319,3.1209299564361572,0.00833794343379013,0.00360241018016548,0.0017103027300232887,0.005312712910188774,0.029647075989667104,0.05576471637277043
miami2016,7,603,BetterCatBoost,0.007955914877006174,0.025257424202617902,-0.0009528682882079087,13.080246925354004,0.02621029249082583,-0.00034866719541586794,0.003102128402167148,0.00275346117092999,0.03663362466927731,0.04458953954628348
miami2016,7,603,CheapBetterLGBMClassifier,0.0018154207110076571,0.01635585318347635,-0.0008360099548145705,1.8275198936462402,0.017191863138290926,-0.00032138457742271335,0.002141754469760103,0.0018203698565161075,0.030493130503278794,0.03230855121428645
miami2016,7,603,XT,0.013432500204764122,0.024912809819210097,-0.0008154016838825495,3.2296319007873535,0.025728211503092697,-0.001985870181503474,0.0028122280737765946,0.0008263578564518357,0.0404518073977846,0.05388430760254873
miami2016,7,603,RF,0.007647376040781825,0.02323419617202348,-0.006112298391014542,3.7170662879943848,0.02934649456303807,-0.002957759835620402,0.0031098783645632485,0.00015211849312155856,0.03582646312464039,0.04347383916542221
miami2016,7,603,tabICL,0.01291321752649365,0.030902907073828388,0.0005396405235006507,3.2735989093780518,0.030363253822465158,-9.323140448497941e-05,0.0033277085970685972,0.003234477192583618,0.041590927318764785,0.05450414484525843
miami2016,7,603,PartitionWise,0.0005041287917407749,0.0001174524530283716,-0.0017764929023822928,0.14031267166137695,0.0018939453554106755,-0.00044719579091450495,0.0005713100990119319,0.00012411427227614763,0.02918183858401191,0.029685967375752687
miami2016,7,603,TabPFN,0.005298893009992342,0.021680130822881293,-0.001957327164496969,2.845148801803589,0.023637445259515676,-0.0007319624117413908,0.002581538461185666,0.0018495760494442724,0.03397660280226347,0.03927549581225582
miami2016,7,856,BetterCatBoost,0.0340201192302281,0.03430557975228804,0.01073811663981561,12.507914543151855,0.02356746311247241,0.001938324699674418,0.0028824332941332726,0.0048207593248542156,0.0405276910117025,0.0745478102419306
miami2016,7,856,CheapBetterLGBMClassifier,0.036707458093379386,0.0371038885832909,0.01255733998168983,2.043926239013672,0.02454654860160106,0.0024101228464109238,0.003229178335078739,0.005639302512536186,0.043215029874853775,0.07992248796823316
miami2016,7,856,XT,0.03777097011445802,0.051790171984335845,0.016640957113927008,3.599541187286377,0.035149214870408854,0.002726247743405327,0.0038060486561091247,0.006532297730560974,0.04474637798593107,0.08251734810038909
miami2016,7,856,RF,0.04092274481676621,0.040098171306418684,0.010255122545154921,3.1748669147491455,0.029843048761263757,0.00037562177063532874,0.0036362812142486656,0.0040119043159305146,0.046848241116065774,0.08777098593283199
miami2016,7,856,tabICL,0.038114367729625655,0.0479121971892247,0.013403642226202555,3.5715432167053223,0.03450854746738542,0.0023286342106361366,0.004016338156596799,0.006344972367232933,0.044621939511100044,0.0827363072407257
miami2016,7,856,PartitionWise,0.014967353799043829,-0.02662834780761692,0.006496230736935738,0.14254498481750488,-0.03312457854455264,0.0014751018612911074,0.0002571249046516608,0.0017322280969892926,0.021474925580518223,0.036442279379562056
miami2016,7,856,TabPFN,0.0358901049950391,0.04619369826148496,0.013716447411407224,2.9022345542907715,0.032477243354441014,0.0027533884861404095,0.0037578986976277706,0.006511287183768177,0.042397676776513495,0.0782877817715526
miami2016,7,1214,BetterCatBoost,0.03420092431646632,0.04387639096411166,0.020088868786293356,15.158611536026001,0.023787522177818286,0.004711050523127004,0.003368975048533389,0.008080026573798704,0.04604327717237041,0.08024420148883674
miami2016,7,1214,CheapBetterLGBMClassifier,0.032635778316213934,0.044101625286408735,0.020530107205317,2.417583703994751,0.023571518081091765,0.004983626086665742,0.0032473547753958595,0.00823098186419991,0.04447813117211803,0.07711390948833195
miami2016,7,1214,XT,0.04128591595865961,0.05298600731262668,0.022358762842389523,3.5935773849487305,0.030627244470237132,0.004694744847680486,0.004479599303197118,0.009174345153015923,0.052962979322728046,0.09424889528138765
miami2016,7,1214,RF,0.03222697639418302,0.03502408483954121,0.020156536725237865,2.709376573562622,0.014867548114303353,0.00462711883068298,0.0035028362366921932,0.008129956069513486,0.04456281623065794,0.07678979262484095
miami2016,7,1214,tabICL,0.04070638488823956,0.053423767921934005,0.02127842884843728,4.06976318359375,0.032145330318834056,0.004750132247204034,0.004252411033587249,0.009002543280791288,0.05254873774414366,0.09325512263238322
miami2016,7,1214,PartitionWise,0.015904836166441387,-0.024993235534365627,0.00939015031928509,0.1492166519165039,-0.034383385853650694,0.00217929434046544,0.00019450466829574187,0.0023738000108995015,0.02774718902234548,0.04365202518878687
miami2016,7,1214,TabPFN,0.040699582665006236,0.05562104160015384,0.025143702189310408,2.942441940307617,0.030477330656180746,0.006213925345240022,0.003936669152464804,0.010150594497704824,0.052541935520910334,0.09324151818591656
miami2016,7,1722,BetterCatBoost,0.03571519133094027,0.049500074346402696,0.02375086211603832,14.030678272247314,0.02574921223036438,0.006254186319768642,0.0030291119165952287,0.009283299746280407,0.039321551539498546,0.07503674287043881
miami2016,7,1722,CheapBetterLGBMClassifier,0.03908138638981915,0.04960044778782559,0.02416861198014928,2.7019431591033936,0.025431835807676318,0.00604762366271025,0.0030835772870828893,0.00913120245970967,0.04268774659837742,0.08176913298819657
miami2016,7,1722,XT,0.039141043730564776,0.0536183991367493,0.02517221815332108,3.3426449298858643,0.028446180983428215,0.00608386060295468,0.003616664407770617,0.009700526520641826,0.04274656119875366,0.08188760492931844
miami2016,7,1722,RF,0.04140460933082466,0.05955549577372887,0.025072779755653096,2.7664856910705566,0.03448271601807579,0.006273167946698829,0.0037949728000860826,0.01006814225670145,0.04425566096698792,0.08566027029781258
miami2016,7,1722,tabICL,0.040243842123854144,0.06157465027426688,0.03058180200579458,4.771304130554199,0.030992841457531138,0.008383986317675202,0.003605733591594276,0.011989719909269479,0.043850202332412436,0.08409404445626659
miami2016,7,1722,PartitionWise,0.02433282208213671,0.011697021765134607,0.007895253221535036,0.16361045837402344,0.003801768543599604,0.001619940493770583,0.0008254687458880388,0.002445410749575161,0.027939182290694992,0.05227200437283171
miami2016,7,1722,TabPFN,0.04262705667616745,0.06140816309053911,0.030864534675434062,3.5679988861083984,0.03054362160416387,0.008468252506645731,0.003616753095897862,0.0120850056025436,0.04623341688472573,0.08886047356089319
miami2016,7,2442,BetterCatBoost,0.03301517949501873,0.05322589474776538,0.02240190863446125,15.864256858825684,0.03082398611330414,0.005597128847641396,0.00370891339357485,0.009306042984516344,0.04905580141257478,0.08207098090759352
miami2016,7,2442,CheapBetterLGBMClassifier,0.03477739079502355,0.057201489106346017,0.023570932347150762,3.4253103733062744,0.03363055675919525,0.0061577872646935445,0.0040261429665203,0.01018393097451395,0.050818012712579595,0.08559540350760315
miami2016,7,2442,XT,0.039321878103638574,0.061938267921937976,0.024725728255816627,2.4814705848693848,0.03721253966612134,0.0059077148839232225,0.004606107117804489,0.01051382274502781,0.054994569298364125,0.09431644740200269
miami2016,7,2442,RF,0.037069204286999224,0.05476824576065993,0.023954050417964175,3.204167366027832,0.030814195342695756,0.006079934787372886,0.004441548755509778,0.010521484286182764,0.05372332299060174,0.09079252727760095
miami2016,7,2442,tabICL,0.03743847715840258,0.0679375991866372,0.02803720176145081,6.085705280303955,0.0399003876797183,0.007340138393078871,0.004572497027756188,0.01191263542083506,0.05347909907595864,0.09091757623436121
miami2016,7,2442,PartitionWise,0.01683738501367505,0.016975255843090415,0.007522043947196455,0.16416549682617188,0.009453211895893932,0.0016933283822883338,0.0014212835348710554,0.0031146126604594897,0.03287800693123111,0.049715391944906165
miami2016,7,2442,TabPFN,0.04018211557723349,0.06336220019767635,0.025016838029516535,4.5506837368011475,0.03834535242269172,0.006149944183995368,0.004601254580368,0.010751198764363366,0.05622273749478955,0.09640485307202304
miami2016,7,3463,BetterCatBoost,0.04498698003297712,0.07019253287684914,0.033331499014940556,19.866111516952515,0.036861033861908525,0.008780609787586015,0.004219722364662398,0.013000333522806943,0.05085368055076026,0.09584066058373739
miami2016,7,3463,CheapBetterLGBMClassifier,0.04640274794474449,0.0723936606717768,0.03438327160996951,4.371972322463989,0.03801038906180724,0.009070197834960023,0.0043498167160147426,0.013420015921533293,0.05226944846252764,0.09867219640727212
miami2016,7,3463,XT,0.0511951399695762,0.08341097503193103,0.041981034714020184,2.253499746322632,0.04142994031791079,0.011605748410952332,0.00474037175699187,0.016346121538502727,0.057061423297204386,0.1082565632667806
miami2016,7,3463,RF,0.04775954524707824,0.07918503420963537,0.039145014874075436,3.577235221862793,0.0400400193355599,0.010694761155148122,0.004524077735948331,0.015218840261654978,0.05362637074290848,0.10138591598998672
miami2016,7,3463,tabICL,0.04807879958541634,0.07986786409497845,0.0384984439852612,7.488934755325317,0.04136941276532828,0.010286109617382907,0.004732895464808093,0.015019005082191,0.05394550010319947,0.10202429968861582
miami2016,7,3463,PartitionWise,0.01276063232372795,-0.005546329522844562,0.0062177982442000014,0.16730833053588867,-0.011764127767044585,0.0014333831898525108,0.00015440252087708107,0.0015877870812881195,0.01862733284151109,0.03138796516523904
miami2016,7,3463,TabPFN,0.048828117608296195,0.07934173120174952,0.03824323395204989,6.196439981460571,0.041098489905310634,0.010251077347852433,0.004726201772245198,0.014977279120097633,0.054694818126079334,0.10352293573437554
miami2016,7,4912,BetterCatBoost,0.03817101840145709,0.062103195884740656,0.030318641388132627,22.058619737625122,0.03178455449660804,0.008307106625905631,0.003825403514652137,0.01213251117989821,0.04940996544486974,0.08758098384632684
miami2016,7,4912,CheapBetterLGBMClassifier,0.038903159423808786,0.06418595853613449,0.03009703402033901,5.257237434387207,0.034088924515795496,0.008267649725698925,0.004041688263162144,0.0123093390282015,0.050142106467221434,0.0890452658910302
miami2016,7,4912,XT,0.04049096694930486,0.06111039819522214,0.031615232130105364,2.3803460597991943,0.029495166065116752,0.00869217410281945,0.004233011469991679,0.012925186612151548,0.05199432742587201,0.09248529437517687
miami2016,7,4912,RF,0.041081308148512984,0.058890285022134836,0.030914957973598146,4.372702598571777,0.027975327048536704,0.008383349398528786,0.0042696126882121686,0.012652963126081381,0.05223858149213745,0.09331988964065044
miami2016,7,4912,tabICL,0.04234399666994958,0.07433970560697095,0.036307734105196623,10.175819635391235,0.03803196288951742,0.010196314676714441,0.004441137857734432,0.014637452534448874,0.05358294371336223,0.09592694038331182
miami2016,7,4912,PartitionWise,0.017671302489936924,0.015359014533392733,0.008279297450685352,0.16610121726989746,0.007079717082707371,0.0018997684274599275,0.0011203183672232552,0.0030200878340236104,0.028910249533349575,0.046581552023286496
miami2016,7,4912,TabPFN,0.04472547988130505,0.07447169154363449,0.03656164617871791,9.541873931884766,0.03791003675265965,0.010116222958582699,0.004520679741969069,0.014636902700551766,0.05596442692471769,0.10068990680602274
miami2016,7,6967,BetterCatBoost,0.04548569140639911,0.07759008151914895,0.04099266891941337,25.33475112915039,0.036597412599735556,0.011830378883616594,0.004326569964910071,0.01615695009674465,0.053336714454165636,0.09882240586056475
miami2016,7,6967,CheapBetterLGBMClassifier,0.047064687088323974,0.08299220312866802,0.043177183664753996,6.262270927429199,0.03981501946391404,0.012534085130410733,0.004551966949715072,0.017086053328343793,0.0549157101360905,0.10198039722441447
miami2016,7,6967,XT,0.04825576261607674,0.0863573109966965,0.047109309857345814,2.674102306365967,0.03924800113935068,0.014082525270417418,0.004843005469687545,0.01892553198832295,0.05639390466435754,0.10464966728043427
miami2016,7,6967,RF,0.04870099956499071,0.08595037075374787,0.045416233831018046,5.544908046722412,0.04053413692272982,0.013390558286949595,0.004876114373501555,0.01826667390866914,0.056465825981298845,0.10516682554628956
miami2016,7,6967,tabICL,0.04926073706554331,0.09134088217175187,0.04729093481766343,14.746174812316895,0.0440499395413928,0.013945509291976615,0.004920361302574136,0.01886587059455075,0.05711176011330984,0.10637249717885315
miami2016,7,6967,PartitionWise,0.01653537681302169,0.012771309794578911,0.007497994991233425,0.18675470352172852,0.005273314803345497,0.0017269589128487972,0.000831665938150411,0.0025586260992171957,0.024386399860788215,0.040921776673809904
miami2016,7,6967,TabPFN,0.04943285217352892,0.09169657647209924,0.0481518857126201,14.196167707443237,0.043544682946783486,0.014309619877911387,0.004878076365011722,0.01918769624292311,0.057283875221295445,0.10671672739482436
miami2016,8,300,BetterCatBoost,0.027999994754791264,0.035591323300805985,0.018404554595849505,13.538573026657104,0.01718676870495649,0.004518925523686166,0.002945532308075588,0.007464458536462495,0.04466668526331584,0.0726666800181071
miami2016,8,300,CheapBetterLGBMClassifier,0.026666661898295085,0.023125127258417626,0.01792476557118383,1.5979340076446533,0.005200361687233726,0.004617318654788503,0.001920843419658913,0.0065381627791481515,0.04333335240681967,0.07000001430511475
miami2016,8,300,XT,0.026666661103566486,-0.00682467892761959,0.010830912801757636,3.297776699066162,-0.017655591729377224,0.0020853696656696354,0.00289077707307703,0.004976147443447401,0.04233335137367249,0.06900001247723897
miami2016,8,300,RF,0.03199999332427979,0.00838908915855934,0.011576502016795226,4.178815603256226,-0.0031874128582359052,0.0019345548508548152,0.003525443739743698,0.005459999295299249,0.04833335041999817,0.08033334374427795
miami2016,8,300,tabICL,0.027333327929178874,0.018800257415029574,0.014739083365754574,2.9824516773223877,0.0040611641560526265,0.00348922535466651,0.002397010628477198,0.005886235983143704,0.04400001843770345,0.07133334636688234
miami2016,8,300,PartitionWise,0.03199999570846558,-0.031624845531235526,0.02198849293247083,0.13585829734802246,-0.05361333846370635,0.004921451293931971,0.0019126292136462317,0.0068340812122789415,0.04866668621699015,0.08066668192545573
miami2016,8,300,TabPFN,0.02499999483426412,0.00814197680849275,0.011930290377295299,3.1232969760894775,-0.003788323462024912,0.0023491885047405973,0.0017110332709834614,0.0040602217757240554,0.041666685342788695,0.06666668017705282
miami2016,8,425,BetterCatBoost,0.01788234542397892,0.023493851845095705,0.002374025893145165,13.68670129776001,0.021119825951950544,5.451480550655863e-05,0.0024413230477361493,0.002495838207364408,0.04023531044230742,0.058117655866286345
miami2016,8,425,CheapBetterLGBMClassifier,0.014823523409226361,0.022612634160976492,0.005909779819729744,1.7768807411193848,0.016702854341246732,0.0014815566736094854,0.002160311635943002,0.0036418686636741915,0.03717648842755486,0.052000011836781226
miami2016,8,425,XT,0.02494117063634536,0.034502193553702834,0.010830574832237993,3.252753257751465,0.023671618721464817,0.0019854375543750316,0.0030199735020874406,0.005005411410584177,0.0480000176149256,0.07294118825127097
miami2016,8,425,RF,0.015529404808493222,0.014855364970594254,0.005843360975452705,4.1959240436553955,0.009012003995141571,0.00048180356744692706,0.002174483306009009,0.002656287227577628,0.03717648730558508,0.0527058921140783
miami2016,8,425,tabICL,0.01882352436290068,0.024891901973689373,0.004793396155897389,3.01336932182312,0.020098494582590016,0.0003213850321138606,0.002502932388389824,0.0028243174205036816,0.04117648938122918,0.06000001374412985
miami2016,8,425,PartitionWise,0.01811764296363382,-7.52208435151891e-05,0.002160821274187813,0.14475417137145996,-0.0022360421177029964,-0.000913130744885024,0.0022154821486847233,0.001302351757921405,0.040470607981962316,0.05858825094559613
miami2016,8,425,TabPFN,0.025176465371075797,0.030042652535251912,0.005148241977754847,3.084848642349243,0.024894399322295098,0.00045226769631400153,0.002896494474970336,0.003348762171284332,0.0475294303894043,0.0727058957604801
miami2016,8,603,BetterCatBoost,0.02166941559675968,0.035622297162019034,0.013074731126608608,13.602963209152222,0.022547566035410426,0.0032624408821526215,0.002920668424189171,0.006183109775807905,0.042151533102529434,0.06382094869928912
miami2016,8,603,CheapBetterLGBMClassifier,0.01818181264170602,0.025901762723320888,0.007424704411325156,1.9545578956604004,0.018477058311995746,0.0012011263028681844,0.002428390668348354,0.0036295174406826545,0.038663930147475774,0.056845742789181794
miami2016,8,603,XT,0.025141867427129722,0.03376715609761273,0.015164787256171736,3.282052755355835,0.018602368841441008,0.00388612885407231,0.003772219763163204,0.007658349086701631,0.04661434290166072,0.07175621032879044
miami2016,8,603,RF,0.024468313153453443,0.045402738977640515,0.015433893967774481,3.574812650680542,0.02996884500986603,0.004463564727962719,0.0033749044892115694,0.007838469686640414,0.04428789606600096,0.06875620921945441
miami2016,8,603,tabICL,0.022676304071402746,0.0376148377857304,0.012945167520013096,3.186809778213501,0.024669659472041604,0.0029859877272686063,0.0033754126866217663,0.006361400413890371,0.0431584215771725,0.06583472564857525
miami2016,8,603,PartitionWise,0.011089527608606113,-0.0842180960985212,0.008004653183008793,0.14722943305969238,-0.09222274928152999,0.0020169976183948613,0.0006487351233356142,0.00266573321119659,0.031571645114375865,0.04266117272298198
miami2016,8,603,TabPFN,0.023488976050671136,0.03483214611752592,0.015171224770076047,2.867675542831421,0.019660910553774186,0.0036812086574368936,0.002783881943410324,0.006465090600847217,0.043971093556440896,0.06746006960711202
miami2016,8,856,BetterCatBoost,0.03541275009595989,0.05258407677297169,0.026397799771219015,16.65653920173645,0.02618627700175269,0.007484284355561479,0.0031818787014716785,0.010666164242183886,0.04428670294638574,0.07969945304234563
miami2016,8,856,CheapBetterLGBMClassifier,0.028284366538893296,0.03826258312560043,0.016081405283366816,2.278182029724121,0.022181177842233595,0.0037101841849078803,0.002827709626138804,0.0065378949961974065,0.03715831938931914,0.06544268592821242
miami2016,8,856,XT,0.04031754979937478,0.06740289103443305,0.03664370569693233,3.5883805751800537,0.030759185337500734,0.010375955416085363,0.0036887010074539593,0.014064657608690046,0.0486073871834593,0.08892493698283407
miami2016,8,856,RF,0.03809464788916774,0.04605711463066852,0.025876644994138037,3.440152406692505,0.0201804696365305,0.006712443773067389,0.003512211441592708,0.010224656399810813,0.045799689812188765,0.08389433770135651
miami2016,8,856,tabICL,0.03914864054346156,0.05627973925267005,0.025165055466109403,3.5184197425842285,0.031114675732450164,0.005759272313996336,0.0037245329637651077,0.009483805277761442,0.048022593393887404,0.08717123393734896
miami2016,8,856,PartitionWise,0.014495438021185542,-0.000328457347179123,0.003670946417171633,0.1460883617401123,-0.003999403764350739,0.0006216787265521633,0.0008932329883088369,0.0015149129000117307,0.023369390871611384,0.03786482889279692
miami2016,8,856,TabPFN,0.03388276169547479,0.044991058531244965,0.0164094634365003,2.8793296813964844,0.0285815870406342,0.0028739344906902886,0.0034446583700934023,0.006318592860783692,0.04275671454590064,0.07663947624137543
miami2016,8,1214,BetterCatBoost,0.030066992601391347,0.04431137673212983,0.014785817265042977,13.490851640701294,0.029525559467086866,0.0036873454048310327,0.003384173623259269,0.007071519926644429,0.0435894461272951,0.07365643872868644
miami2016,8,1214,CheapBetterLGBMClassifier,0.028588572267455738,0.04306998717935999,0.014384585066540001,2.417569398880005,0.02868540211282001,0.0035999823613750677,0.00336998812837519,0.006969971388304383,0.04211102579335949,0.07069959806081524
miami2016,8,1214,XT,0.032531707282293876,0.035638378123255585,0.010179673211684392,3.546905994415283,0.02545870491157119,0.0010191614318203173,0.003761706750325228,0.004780869080699681,0.0467938810287923,0.07932558831108616
miami2016,8,1214,RF,0.028334516499904705,0.038702196592309335,0.011161229691802454,2.7511777877807617,0.02754096690050689,0.002094036368996044,0.0033193331830021684,0.005413370450552337,0.04243242125509061,0.07076693775499532
miami2016,8,1214,tabICL,0.02874740061944664,0.049650364761964896,0.017394428064840223,4.030349016189575,0.03225592754595266,0.0044832475245067584,0.003798436439192926,0.008281683963699684,0.042269854145350394,0.07101725476479703
miami2016,8,1214,PartitionWise,0.024796104743335295,0.006867965150163513,0.013068328186296663,0.14108872413635254,-0.00620036303613315,0.003083493125575651,0.0016060126729217001,0.004689506697051491,0.03831855826923905,0.06311466301257433
miami2016,8,1214,TabPFN,0.030560480956378016,0.051366684767436666,0.019076437563351645,2.9466567039489746,0.03229023805291301,0.005026632065522127,0.0036932833306296516,0.008719915396151783,0.044082934482281774,0.0746434154386598
miami2016,8,1722,BetterCatBoost,0.041114250151525256,0.06585902826262793,0.030054482525549497,16.744603872299194,0.03580454573707844,0.007971644388417395,0.004325877279223606,0.012297522533177098,0.05517224500787591,0.09628649515940117
miami2016,8,1722,CheapBetterLGBMClassifier,0.04204380857289581,0.06719163117119023,0.029199848388313198,2.9228103160858154,0.037991782782877,0.007628545827036354,0.0045725004813255195,0.012201047173897974,0.05610180342924646,0.09814561200214228
miami2016,8,1722,XT,0.04593258521192838,0.05953010619927231,0.03452891334096053,3.389085054397583,0.025001192858311733,0.009259040234714803,0.005103686435516208,0.014362727535767122,0.05999007436877193,0.10592265958070032
miami2016,8,1722,RF,0.04128529825172803,0.07262027996474171,0.031084341648721016,2.8003737926483154,0.04153593831602071,0.008096850462030084,0.004710057966804837,0.012806909294371028,0.05476257170235062,0.09604786995407864
miami2016,8,1722,tabICL,0.04419514108877372,0.07877798565457132,0.0350454226806618,4.72741436958313,0.043732553696348,0.009282976691308209,0.005061051537694858,0.014344028229003065,0.05825313594512438,0.1024482770338981
miami2016,8,1722,PartitionWise,0.01683653106663739,0.015525257046076213,0.009603351967110818,0.15472984313964844,0.005921905078965395,0.002200220300086708,0.001516498234861885,0.003716719400484697,0.030894525922988046,0.047731056989625445
miami2016,8,1722,TabPFN,0.044313104974729345,0.07585319405351268,0.03363465568375898,3.571277618408203,0.04221852909219214,0.00907709208256206,0.004976557762870185,0.014053649845432243,0.058371099831080006,0.10268420480580935
miami2016,8,2442,BetterCatBoost,0.04025377336691058,0.06435548755003209,0.03282364879729792,20.813015937805176,0.03153183875273415,0.009180114466926407,0.0037803294287198337,0.012960445067414667,0.04934478249154699,0.08959855585845758
miami2016,8,2442,CheapBetterLGBMClassifier,0.03845066226145365,0.06311100414524146,0.032096072909340856,3.4232475757598877,0.031014931235900565,0.00882715690716219,0.003734707513449656,0.012561865592380289,0.04754167138609007,0.08599233364754372
miami2016,8,2442,XT,0.04377886606508041,0.06902583299545346,0.03641971181417154,2.393900156021118,0.03260612118128189,0.00984442635215497,0.004024738585589246,0.013869166109512648,0.052173991822893485,0.09595285788797389
miami2016,8,2442,RF,0.04271245402768501,0.05567942404066147,0.03595344820141331,3.1492440700531006,0.019725975839248133,0.009870620166154023,0.003938830781476166,0.01380945211939863,0.051188960243108275,0.0939014142707933
miami2016,8,2442,tabICL,0.041931503981181,0.06706624083906147,0.03594931327322507,5.810938835144043,0.0311169194604999,0.009966442613743534,0.003910828332597727,0.013877270946341256,0.05102251310581742,0.09295401708699842
miami2016,8,2442,PartitionWise,0.020519288629118598,0.011906295344744345,0.012225196871228172,0.14324069023132324,-0.0003189015264838502,0.0029906556225812396,0.0011163000951846607,0.004106956889534325,0.02961029775375501,0.05012958638287361
miami2016,8,2442,TabPFN,0.04078731555708367,0.06706978880699677,0.03851520379137379,4.533877372741699,0.028554576910286466,0.011270566675212387,0.0036050523751752937,0.014875619050387678,0.049878324681720085,0.09066564023880375
miami2016,8,3463,BetterCatBoost,0.05088401801585812,0.07681144619951925,0.045507950117289794,19.20048761367798,0.031303496082229446,0.01294487423440797,0.003935821724567706,0.016880697864256868,0.04807769598778635,0.09896171400364448
miami2016,8,3463,CheapBetterLGBMClassifier,0.0500748944528728,0.07905911813091254,0.0450852051132544,4.43709397315979,0.03397391301765814,0.012672716358974124,0.004014122894894662,0.016686841159149972,0.04726857242480102,0.09734346687767381
miami2016,8,3463,XT,0.05587963933019537,0.08787428194423039,0.04929087925299543,2.181647300720215,0.03858340269123496,0.01410983025891514,0.004366993264324773,0.018476825428521103,0.053130787004466086,0.10901042633466147
miami2016,8,3463,RF,0.0533098453357835,0.08687515796375178,0.05072349362512738,3.4405789375305176,0.036151664338624385,0.014723912604529283,0.0043064424492652905,0.01903035695907575,0.05061904672346805,0.10392889205925156
miami2016,8,3463,tabICL,0.055504668424447054,0.08705260160938746,0.04926558823031339,7.454221248626709,0.0377870080815471,0.013992302616582158,0.004470037944852972,0.018462340561435128,0.05269834639637527,0.10820301482082233
miami2016,8,3463,PartitionWise,0.024112215823379617,0.02035849500377581,0.013037238270358287,0.1639094352722168,0.007321256733417536,0.003067627246246099,0.0008875143498161709,0.003955143501343461,0.021305893795307843,0.04541810961868746
miami2016,8,3463,TabPFN,0.054725239070592235,0.08664410556737753,0.05039005998995559,6.1624956130981445,0.036254040279894977,0.014468028316345014,0.0043075040823585264,0.018775532398703533,0.05191891704252046,0.1066441561131127
miami2016,8,4912,BetterCatBoost,0.04517590608742979,0.07646986362158137,0.040515856818762755,22.415566205978394,0.03595400680281861,0.011589179191744561,0.004208725427610996,0.015797905834426366,0.05356456524285667,0.09874047133028645
miami2016,8,4912,CheapBetterLGBMClassifier,0.04552184814009867,0.08174306773200953,0.04042940645369273,5.197764873504639,0.041313661278316795,0.011448828383810936,0.004561573696356164,0.016010403295237903,0.053910507295525545,0.09943235543562422
miami2016,8,4912,XT,0.04857623740240858,0.08442120947587721,0.04413699937904002,2.416813373565674,0.04028421009683718,0.012791846790754416,0.004894059005787199,0.017685907011612413,0.05680202578817001,0.1053782631905786
miami2016,8,4912,RF,0.04849402511032137,0.08767839162497963,0.04329243041905494,4.295376539230347,0.04438596120592463,0.012609233141703115,0.0049500845240051435,0.017559318880779055,0.0574933920200324,0.10598741713035378
miami2016,8,4912,tabICL,0.048881530142273935,0.08793442719550051,0.04378067866344251,10.160794019699097,0.04415374059247844,0.0126007314003736,0.00488175575775687,0.01748248715813046,0.0572701892977008,0.10615171943997474
miami2016,8,4912,PartitionWise,0.021112077143031587,0.01981619068905883,0.0108819203659957,0.15094828605651855,0.008934270323063176,0.002512018213089204,0.0012930616211299594,0.0038050810492899685,0.029500736298458462,0.050612813441490045
miami2016,8,4912,TabPFN,0.04894120059733079,0.08993119284440447,0.04621153439717695,9.378846883773804,0.043719650507647964,0.013364388838865676,0.004864373671988109,0.018228762510853785,0.05732985975275766,0.10627106035008844
miami2016,8,6967,BetterCatBoost,0.047581351320412406,0.08483212278066796,0.04677616641345156,25.103543758392334,0.03805595636721641,0.013754930355255091,0.004371518390302365,0.01812645015305268,0.052848951000057334,0.10043030232046972
miami2016,8,6967,CheapBetterLGBMClassifier,0.04964850200856258,0.09131905979690061,0.04831060388926499,6.319413661956787,0.0430084559076356,0.014182523146486126,0.004674550740308908,0.018857075294290253,0.0549161016882075,0.10456460369677008
miami2016,8,6967,XT,0.05213183492281798,0.09518805746589196,0.0487491704549019,2.579367160797119,0.04643888701099004,0.014102759548339502,0.005075145363228434,0.019177906319063152,0.0571555011725519,0.10928733609536986
miami2016,8,6967,RF,0.05190190881511979,0.09380862589536451,0.04961031123646213,5.259120941162109,0.04419831465890238,0.014469924526517719,0.004982038167986894,0.019451964101999838,0.05721266326953154,0.10911457208465132
miami2016,8,6967,tabICL,0.053451603612905275,0.0978915651270785,0.049613407228601296,14.698622465133667,0.048278150695478035,0.014310071422987996,0.005176523252005033,0.019486594674993023,0.05871920329255019,0.11217080690545547
miami2016,8,6967,PartitionWise,0.021731113925173354,0.01886688556070193,0.010513521004068827,0.17520880699157715,0.008353364556633092,0.0024458763604460502,0.0011800564096383775,0.0036259341775796428,0.02699871360481827,0.04872982752999163
miami2016,8,6967,TabPFN,0.05260504672122732,0.09890327066405832,0.052208989063737055,14.13181185722351,0.04669427439732211,0.015311381759061351,0.005065718052846477,0.02037709981190783,0.05787264640087224,0.11047769312209957
miami2016,9,300,BetterCatBoost,0.035666655302047726,0.026768784268727235,0.008612127751112886,9.502944707870483,0.018156656517614344,0.0013442245835724037,0.002485006738596837,0.0038292328489173827,0.03900001247723897,0.0746666677792867
miami2016,9,300,CheapBetterLGBMClassifier,0.02699999213218689,0.01374366406268122,0.0015407870272175716,1.4647319316864014,0.012202877035463699,-0.0010257112944964564,0.001881324595798306,0.0008556148280499859,0.030333349307378132,0.05733334143956502
miami2016,9,300,XT,0.017999991575876874,-0.013153736618606925,-0.02352939991591314,3.3635847568511963,0.01037566329730626,-0.010342408934155545,0.0013934058806592624,-0.008949001526748148,0.023333348433176675,0.04133334000905355
miami2016,9,300,RF,0.03266665856043498,0.007798963622044919,-0.0071162632161958835,4.258925437927246,0.014915226838240852,-0.0056243718971185075,0.002299146621400011,-0.0033252237489703657,0.03600001573562622,0.06866667429606119
miami2016,9,300,tabICL,0.03866665760676066,0.02278380878904992,0.0016545075513314078,2.915395736694336,0.021129294491206946,-0.0008158902948101398,0.0028429692489225973,0.0020270789541124573,0.04200001478195191,0.08066667238871256
miami2016,9,300,PartitionWise,0.016333327690760294,-0.06218086744881438,0.008857223899827838,0.14855241775512695,-0.07103809134864222,0.0016545346161612462,-0.00030426328382462676,0.0013502728590847571,0.01966668486595154,0.03600001255671183
miami2016,9,300,TabPFN,0.036666657924652096,0.02766576629534521,0.005256969788411348,3.168397903442383,0.022408789760422286,0.00031039250083267356,0.00285894331900029,0.0031693358198329664,0.04000001509984334,0.07666667302449545
miami2016,9,425,BetterCatBoost,0.03199998911689309,0.010584975688505827,0.003590981201043575,11.598446369171143,0.006993994487462241,-0.0004727962520162221,0.0014163966173892345,0.0009436026053681517,0.023764718841103948,0.05576470795799704
miami2016,9,425,CheapBetterLGBMClassifier,0.02894116598017075,0.005513558238858457,0.004331123400999459,1.6501290798187256,0.0011824348378590087,0.00041574492811591036,0.0003564824501093744,0.0007722296182204269,0.020705895704381607,0.049647061684552365
miami2016,9,425,XT,0.02564704923068776,-0.0240325633147243,-0.006415411887955247,3.2593111991882324,-0.017617151426769083,-0.004921361717119319,0.0007249127926846038,-0.004196446684439578,0.018117660915150362,0.04376471014583812
miami2016,9,425,RF,0.02329410861520206,-0.0075911819996871965,-0.004475569215217856,4.272006988525391,-0.0031156127844693903,-0.004269544723655266,0.0002771480868022369,-0.0039923943968578875,0.015529426125919116,0.03882353474112118
miami2016,9,425,tabICL,0.028470578754649443,0.013159811671956794,0.007117830916386625,3.036991596221924,0.006041976739292953,0.0012047006781486847,0.001305420930760136,0.00251012160890883,0.020235308478860292,0.04870588723350974
miami2016,9,425,PartitionWise,0.03082352441899917,0.015630813121966368,0.010957292448760713,0.14095354080200195,0.004673520673205633,0.000981076379246712,0.00024128404790904056,0.001222362667150903,0.02258825414321002,0.05341177856220919
miami2016,9,425,TabPFN,0.028470578754649443,0.015254772479067268,0.009998697987398109,3.0769543647766113,0.005256070475391911,0.0018032287170781757,0.0011469357368803362,0.002950164453958515,0.020235308478860296,0.048705887233509736
miami2016,9,603,BetterCatBoost,0.0449242345508465,0.04090204381503796,0.028442748659573337,13.387480020523071,0.012459295155464605,0.007050971181673628,0.002499581173448136,0.009550553955752262,0.04705924461859974,0.09198347916944624
miami2016,9,603,CheapBetterLGBMClassifier,0.03845867064537752,0.04049629358271931,0.025608933373516572,1.8447668552398682,0.014887360209202755,0.006180146365549184,0.002265853465536008,0.008446001431715687,0.040593680713130756,0.07905235135850827
miami2016,9,603,XT,0.04908814659788589,0.010539950958958766,0.024167108915797753,3.2950661182403564,-0.013627157956839008,0.004260267300502043,0.003048672565270931,0.007308941466403479,0.050560622072416884,0.09964876867030278
miami2016,9,603,RF,0.0454311217240394,0.013625380999899734,0.02736667715917236,3.737272262573242,-0.013741296159272654,0.006220281533743548,0.0028356670556290626,0.009055950190003104,0.04706750908338006,0.09249863080741946
miami2016,9,603,tabICL,0.04524792767424886,0.04792795702931958,0.02995832293891044,3.266040086746216,0.01796962762671142,0.007381432538303051,0.0030326285365167237,0.010414061074819778,0.04738293774200208,0.09263086541625096
miami2016,9,603,PartitionWise,0.016104678723437727,-0.005006182569695594,0.007026063776661246,0.13981986045837402,-0.012032246346356834,0.0013678330908748412,0.00037496160312510546,0.001742796294630429,0.018239688791190957,0.03434436751462868
miami2016,9,603,TabPFN,0.044778230585999404,0.04289889383169067,0.029180642058471578,2.836564302444458,0.013718245309521353,0.007215125964423412,0.0026583128985856767,0.009873438863009086,0.04691324065375262,0.09169147123975202
miami2016,9,856,BetterCatBoost,0.03664829522577999,0.022056557862871962,0.012480747683986137,13.456047773361206,0.009575810178885846,0.002503297936233895,0.0013412598597591142,0.0038445602028114754,0.025707206596537673,0.06235550182231766
miami2016,9,856,CheapBetterLGBMClassifier,0.027417370215348118,0.014349310044079,0.011030771288913499,1.9136464595794678,0.0033185387551654677,0.002222416089215931,0.0006546283870828284,0.002877046883117229,0.0164762815861058,0.04389365180145392
miami2016,9,856,XT,0.036557858150442754,0.010278800339352356,-0.003998242628882998,3.616842031478882,0.014277042968235353,-0.004894146746997072,0.0017770901631076503,-0.0031170541770709713,0.025969006508430724,0.06252686465887347
miami2016,9,856,RF,0.03678837608402641,0.011044218312653531,0.006247709756003994,2.908224105834961,0.004796508556649514,-0.0008758978085441294,0.0014304151098414042,0.0005545197081157416,0.026075765404201246,0.06286414148822765
miami2016,9,856,tabICL,0.03631510170774202,0.029761478865593338,0.01796402424871061,3.541982412338257,0.011797451239187618,0.003973570990041924,0.001631975961142465,0.005605546951184387,0.025374013078499697,0.06168911478624171
miami2016,9,856,PartitionWise,0.01843396329026992,0.012789732433755007,0.0067038022085187275,0.15172719955444336,0.0060859302252363025,0.0010998120549759404,0.0005341144927485109,0.001633928954542907,0.0074928746610276,0.02592683795129752
miami2016,9,856,TabPFN,0.03584250509860515,0.026252213037222416,0.018720192400085,2.8523266315460205,0.007532017259442303,0.004131696343966063,0.0011664623643343724,0.005298158708300441,0.024901416469362826,0.06074392156796797
miami2016,9,1214,BetterCatBoost,0.047283942643969214,0.05720413339443129,0.030197445104808818,13.645524024963379,0.027006688289622483,0.007145191445326724,0.0034100809807702985,0.010555274088112679,0.04842330600900503,0.09570724865297425
miami2016,9,1214,CheapBetterLGBMClassifier,0.0460510749547363,0.05591701708559336,0.030458973772160863,2.2869181632995605,0.02545804331343251,0.007503943240930966,0.003243097204499923,0.010747042107446547,0.04719043831977213,0.09324151327450844
miami2016,9,1214,XT,0.045480045043250046,0.05380482225961354,0.030242494232982493,3.5712695121765137,0.02356232802663104,0.007099186667217571,0.0036607469388451664,0.010759935268078388,0.047442113378115,0.09292215842136506
miami2016,9,1214,RF,0.043670705624211825,0.04178598681440733,0.030028263187104436,2.775019407272339,0.011757723627302907,0.007336338129464428,0.0033468698968199774,0.01068320968830006,0.045056642330702765,0.08872734795491462
miami2016,9,1214,tabICL,0.04868244071138621,0.06175148445654405,0.03186689220777799,4.0239503383636475,0.029884586020044263,0.007985043716540435,0.003780101765173109,0.011765145481713543,0.04982180407642204,0.09850424478780824
miami2016,9,1214,PartitionWise,0.019525553844609408,0.008041808034694831,0.010140352733493285,0.1541750431060791,-0.002098544698798455,0.0022807426242975465,9.35273668810993e-05,0.002374271653194299,0.020664917209645226,0.04019047105425463
miami2016,9,1214,TabPFN,0.046709172402466775,0.05893962519255573,0.03303913401116475,2.944443464279175,0.025900484952669216,0.008232434068508128,0.003366580067262007,0.011599014135770136,0.0478485357675026,0.09455770816996936
miami2016,9,1722,BetterCatBoost,0.04825563700162163,0.05725034871482544,0.03588445872731438,16.263397693634033,0.021365889987511055,0.009293386948574007,0.0028343675081212187,0.012127756647356778,0.040820541194001955,0.08907617819562359
miami2016,9,1722,CheapBetterLGBMClassifier,0.04663143722445305,0.05697628188990793,0.035126811293811136,2.717284679412842,0.021849470596096786,0.00930242739897133,0.0027491958289762143,0.012051625418609093,0.039196341416833376,0.08582777864128642
miami2016,9,1722,XT,0.048715697641239286,0.05015676732585006,0.03530387059618861,3.1777143478393555,0.014852896729661447,0.009239838332875134,0.003101113844989875,0.012340954368526561,0.04098889282909273,0.08970459047033202
miami2016,9,1722,RF,0.04453656043795813,0.0456866106055718,0.036467172608417864,2.7582297325134277,0.009219437997153935,0.009749714095898013,0.0029822435682419434,0.012731959854801508,0.039424854983655055,0.0839614154216132
miami2016,9,1722,tabICL,0.049998139090155526,0.06276317136263934,0.03781279095652238,4.7362775802612305,0.024950376200995893,0.009874885678352527,0.0031950259480581166,0.013069911626410646,0.04256304328253585,0.09256118237269137
miami2016,9,1722,PartitionWise,0.014811587355375532,0.005161562164984002,0.009844880557161206,0.15564680099487305,-0.004683318392177194,0.0024180744568221115,0.00018911453486185892,0.0026071911823455167,0.007376491547755855,0.022188078903131386
miami2016,9,1722,TabPFN,0.04860396970190261,0.05772728887167685,0.0355915485682571,3.58130145072937,0.0221357360982987,0.009376805460208883,0.002988271344966911,0.012365076805175804,0.041168873894282934,0.08977284359618555
miami2016,9,2442,BetterCatBoost,0.03799757763072501,0.05219534271463879,0.027955405961241242,17.41940474510193,0.024239936753397563,0.007162561825743483,0.002926076696129923,0.010088640097669074,0.04053540025899882,0.07853297788972383
miami2016,9,2442,CheapBetterLGBMClassifier,0.03947432859975256,0.05178362188497365,0.02714450093053967,3.1390461921691895,0.02463912095443399,0.006772077081245056,0.003001131048570796,0.009773209705611508,0.04201215122802637,0.08148647982777894
miami2016,9,2442,XT,0.04262445181305471,0.060802416461770495,0.03251921133129858,2.374953269958496,0.028283205130471934,0.008446221693133527,0.003602442037988085,0.012048665306917273,0.04475336010216939,0.0873778119152241
miami2016,9,2442,RF,0.04393634590736448,0.058692416376600144,0.02825619703415242,3.1299808025360107,0.03043621934244769,0.007022479371157522,0.0035376491351083337,0.010560130082061525,0.0463916983390103,0.09032804424637478
miami2016,9,2442,tabICL,0.04426647881049372,0.06929141532297697,0.0366010481248064,5.815274477005005,0.032690360639407764,0.009863954960900475,0.0037220664845222266,0.013586021445422699,0.046804301438767536,0.09107078024926127
miami2016,9,2442,PartitionWise,0.015398600756164896,0.0004636364224445022,0.006391026007195733,0.15841054916381836,-0.00592738958475123,0.0014395081630643569,0.00034110813015199304,0.0017806178690120216,0.01793642338443871,0.03333502414060361
miami2016,9,2442,TabPFN,0.04512604511169004,0.06644461561304658,0.03689364673962745,4.55446195602417,0.029550962314656315,0.009989125467603477,0.003562298659813684,0.013551424127417156,0.04766386773996386,0.0927899128516539
miami2016,9,3463,BetterCatBoost,0.044123973624819166,0.06735683294223703,0.03575941570075777,17.64332604408264,0.03159741724147923,0.009902209352572675,0.003721891278031125,0.013624102179480346,0.04709841546999681,0.09122238909481599
miami2016,9,3463,CheapBetterLGBMClassifier,0.04530944539944631,0.06967030917483263,0.0370040582627457,4.170680522918701,0.0326662509120869,0.010219020188979255,0.003793286566823137,0.01401230830467894,0.04828388724462397,0.09359333264407026
miami2016,9,3463,XT,0.046781974644005055,0.07652472827094052,0.039709403369025495,2.1967873573303223,0.03681532490191501,0.011016869172281268,0.004145176764211206,0.015162047485369017,0.048976653355879717,0.09575862799988477
miami2016,9,3463,RF,0.0454823555889892,0.0721664189223545,0.03874386291314532,3.5794785022735596,0.03342255600920914,0.010715887454006673,0.004003054222156102,0.014718943225039324,0.048341482269250766,0.09382383785823997
miami2016,9,3463,tabICL,0.04718672489097563,0.07754998617397865,0.041213352320081956,7.4582130908966064,0.03633662719209032,0.011666575232662624,0.00411787211453409,0.015784447347196712,0.050161166736153284,0.09734789162712891
miami2016,9,3463,PartitionWise,0.01897533970867555,0.017107718810022675,0.011385607269026843,0.16258716583251953,0.005722111540995811,0.0027855754605574184,0.0008076927781725862,0.003593269787606554,0.021949781553853194,0.040925121262528744
miami2016,9,3463,TabPFN,0.04577070688539926,0.07491412782960741,0.04087330183432073,6.2223896980285645,0.03404081933348028,0.011661533909125443,0.0039123616996879634,0.015573895608813407,0.04874514873057691,0.09451585561597617
miami2016,9,4912,BetterCatBoost,0.04993829121793979,0.07790736225359465,0.04604468662712805,20.946529388427734,0.03186267562646661,0.013167469809602258,0.003746837788578136,0.016914309415693322,0.048555541100037784,0.09849383231797756
miami2016,9,4912,CheapBetterLGBMClassifier,0.05189257324739373,0.08078554004488818,0.04633414021392897,5.325587034225464,0.034451399830959226,0.013165702107239685,0.004001970500877139,0.017167674425629744,0.05050982312949172,0.10240239637688545
miami2016,9,4912,XT,0.051546424443360085,0.08116171937118735,0.047094267176198336,2.426327705383301,0.034067452194989044,0.013518550609270801,0.004204455316056935,0.017723007742840656,0.04991927498478661,0.10146569942814672
miami2016,9,4912,RF,0.05337914879459037,0.08184109558826946,0.04885279741214819,4.332208156585693,0.032988298176121277,0.01405782797601024,0.004238302158405366,0.018296131951928526,0.052403212536181874,0.10578236133077223
miami2016,9,4912,tabICL,0.052971901053349216,0.08851618174547468,0.051704430696845396,10.20099139213562,0.03681174541513465,0.015204674873985396,0.004231320498502261,0.01943599537248766,0.051589150935447206,0.10456105198879642
miami2016,9,4912,PartitionWise,0.02049892495602048,0.015356141884978292,0.012060259835169418,0.16796469688415527,0.003295882049808907,0.0029330877925052264,0.0005299073439144403,0.0034629969539325734,0.01911617483811848,0.039615099794138964
miami2016,9,4912,TabPFN,0.0532369775372696,0.08650621263081563,0.0502536151374255,9.451748847961426,0.036252591859895475,0.014672681480310135,0.004223271958602712,0.018895953438912854,0.051854227419367606,0.1050912049566372
miami2016,9,6967,BetterCatBoost,0.052934638984238794,0.08624378288121623,0.05101801821834149,25.214812755584717,0.03522576466287475,0.014864792522271056,0.0040809153459187755,0.018945709647306526,0.0521746627848987,0.10510930176913749
miami2016,9,6967,CheapBetterLGBMClassifier,0.05316456492080677,0.09116959811632279,0.052005379719037306,6.104925870895386,0.03916421839728551,0.015137460531261564,0.004376317803969468,0.019513780114347727,0.05240458872146668,0.10556915364227346
miami2016,9,6967,XT,0.05600632072999475,0.10015394477432778,0.058289078448784296,2.6469695568084717,0.04186486632554347,0.01760072404947515,0.004735496457437394,0.022336222286029245,0.05544727733608684,0.11145359806608157
miami2016,9,6967,RF,0.056336512314624276,0.09649400863111214,0.05531156115991015,5.395545482635498,0.04118244747120198,0.016325595241077996,0.0046140523280431885,0.02093964934823787,0.05541865495272824,0.11175516726735253
miami2016,9,6967,tabICL,0.056322166306647624,0.10273325236674276,0.05958080877835129,14.766942977905273,0.043152437807920094,0.017952351105830176,0.004737899792690942,0.022690250898521114,0.05556219010730754,0.11188435641395515
miami2016,9,6967,PartitionWise,0.02279421869291179,0.017947809614892764,0.012690177056965724,0.1734626293182373,0.0052576325579270725,0.003051576894426636,0.0007859190622292484,0.0038374977357725744,0.022034242493571703,0.04482846118648349
miami2016,9,6967,TabPFN,0.056853486626708895,0.10125302856381538,0.059050614022146695,14.193726539611816,0.04220240876119733,0.017707671671963944,0.00463762722265679,0.022345298894620728,0.056093510427368806,0.1129469970540777
winequality,0,300,BetterCatBoost,0.013999990622202554,-0.004306759887162915,-0.006789328640423087,5.5744099617004395,0.0024825687532601727,-0.0023941582541340658,0.0012416476118018382,-0.0011525093210959458,0.020666681130727133,0.03466667175292969
winequality,0,300,CheapBetterLGBMClassifier,0.0019999909400939945,-0.02251451939898823,-0.0092764383298081,1.3985815048217773,-0.013238081069180141,-0.0029481509339113893,-0.0011484799744755914,-0.004096629587150685,0.008666681448618572,0.010666672388712562
winequality,0,300,XT,0.014999991655349732,-0.011325119435135377,-0.010450197916572035,3.346816062927246,-0.0008749215185633541,-0.004975890210125178,0.0007180357158007494,-0.004257853173088142,0.024333348671595256,0.03933334032694498
winequality,0,300,RF,0.013999992211659748,-0.05635694011241199,-0.005435027607000204,4.30457067489624,-0.05092191250541182,-0.0035842976175325877,-0.0005836679879029499,-0.004167964284199258,0.02000001589457194,0.03400000810623169
winequality,0,300,tabICL,0.017666661341985065,0.0067737066602641,0.0019175307868355197,2.897138833999634,0.004856168340239292,8.151951866845475e-05,0.0007776509400961612,0.0008591704587646131,0.024333351850509645,0.04200001319249471
winequality,0,300,PartitionWise,0.0166666579246521,0.003200112753451717,0.003949466900330534,0.1351456642150879,-0.0007493541468788334,0.0005215624843896788,0.0003261129582091432,0.0008476767638351118,0.023333348433176675,0.04000000635782878
winequality,0,300,TabPFN,0.005999993483225505,0.0004391955937876002,-0.001281302057858935,3.3250322341918945,0.0017204901184572408,-0.0004743960220366772,0.0004119312539114628,-6.246476812521162e-05,0.012666683991750083,0.018666677474975583
winequality,0,391,BetterCatBoost,0.0186562757297059,0.020109465645719415,0.012802624957351443,6.364778280258179,0.00730684068836796,0.0035560004265825103,0.0013495385901474213,0.004905539790468237,0.03420319992859075,0.05285947565829664
winequality,0,391,CheapBetterLGBMClassifier,0.01763712647130682,0.012326234646443824,0.00823675321297937,1.7397828102111816,0.004089481433464426,0.0018549473287733154,0.0008694229477394747,0.002724371050251104,0.033184050670191666,0.050821177141498496
winequality,0,391,XT,0.02147678678510097,0.0006975749137825115,0.01915835930113083,3.3012402057647705,-0.01846078438734831,0.005617252643261937,0.001335625826571818,0.006952879243572073,0.03856541797813755,0.060042204763238516
winequality,0,391,RF,0.02071080214402305,0.004256778463815591,0.006755585529406127,4.341603517532349,-0.002498807065590558,0.0016615495886981343,0.0011501027280107477,0.0028116530904471956,0.03728661270197318,0.05799741484599622
winequality,0,391,tabICL,0.028880229602963537,0.03397438723253522,0.0217859086988678,2.8199005126953125,0.012188468904713567,0.0062467199613614344,0.0018841645037970575,0.008130884465158496,0.04442715380184838,0.07330738340481192
winequality,0,391,PartitionWise,0.00923725246261057,-0.033521436190706216,-0.003358644214937129,0.14464831352233887,-0.030162791975769054,-0.0012215233257926949,-2.3718051857271605e-05,-0.0012452406039116571,0.02478417666149542,0.03402142912410599
winequality,0,391,TabPFN,0.02452774560517284,0.023494231895416606,0.016432305990519324,3.1146509647369385,0.007061916275943425,0.00435877445110666,0.001522077116052839,0.005880851567159502,0.04007466980405769,0.06460241540923052
winequality,0,509,BetterCatBoost,0.0060454224966216205,0.005705155131131234,0.005804274773565543,6.411734580993652,-9.911964243423665e-05,0.0008526955569857581,4.0867839471120385e-05,0.0008935652579846575,0.00394876608221861,0.00999418857884023
winequality,0,509,CheapBetterLGBMClassifier,0.009959222830237521,0.005682078018035242,0.00501083186511595,1.822105884552002,0.0006712461529193636,0.0007226536585447057,0.0001269287898018695,0.0008495843098743599,0.00786256641583451,0.017821789246072032
winequality,0,509,XT,0.0072393619558274724,0.003173937876170707,0.013137303896203078,3.3317413330078125,-0.009963366020032371,0.004890713425687224,-0.0008765091200967718,0.004014206167118223,0.0025878612126361703,0.009827223168463644
winequality,0,509,RF,0.019004067366064418,-0.013938417869116555,0.011173049136604917,4.372833490371704,-0.02511146700572144,0.0035099657822954323,-0.00011742652556280958,0.003392541118260403,0.01572511596972214,0.034729183335786555
winequality,0,509,tabICL,0.010559109300577485,0.014400642108320361,0.014349512275994625,2.9140708446502686,5.1124367315391604e-05,0.004205593138201289,6.908761878873237e-05,0.004274680756990015,0.008462452886174476,0.019021562186751963
winequality,0,509,PartitionWise,0.001912241608303649,-0.013268921146399415,0.0018076033211240183,0.13975763320922852,-0.015076524467523422,0.0002557102039584147,-0.0017721340465016223,-0.0015164219810154256,-0.00018441480609936045,0.0017278268022042902
winequality,0,509,TabPFN,0.01606483718442167,0.0070315460462886835,0.008926324713161493,2.8466923236846924,-0.0018947841318831594,0.0019420994195448542,-0.00013251128576145522,0.0018095881337833962,0.01396818077001866,0.030033017954440334
winequality,0,664,BetterCatBoost,0.02081111252891852,0.017742227732520082,0.009087415769715723,6.860147953033447,0.008654811962804394,0.0020181338166012307,0.0013027243620484213,0.003320859224699535,0.031941234342979664,0.052752346871898184
winequality,0,664,CheapBetterLGBMClassifier,0.012541575231104513,0.006819386955607909,0.00045273102054650406,1.8361608982086182,0.006366655935061427,-0.0002647788682718033,0.0009158541875118082,0.0006510763652898988,0.023671697045165658,0.03621327227627017
winequality,0,664,XT,0.019616078845621866,0.02348566872186275,0.011574006710039242,3.594109535217285,0.011911662011823532,0.0028482589979996363,0.0017062889212927119,0.004554548965342227,0.031347704203967,0.05096378304958886
winequality,0,664,RF,0.024269758174728494,0.02033512915610038,0.008307650059665151,4.814901113510132,0.012027479096435234,0.0006842018855214599,0.0017734159560513162,0.002457618887622676,0.03449534571070312,0.0587651038854316
winequality,0,664,tabICL,0.01720778768414054,0.027161559776105203,0.012746564419407153,3.0528979301452637,0.014414986770124238,0.0034227919507530667,0.001879339209955333,0.005302131160708402,0.028337909498201686,0.04554569718234223
winequality,0,664,PartitionWise,0.018540662423872846,0.010087118081188973,0.0037580360921967036,0.15508818626403809,0.006329081988992269,0.0007258812554861189,0.0009415754984194224,0.0016674577999554352,0.02967078423793399,0.04821144666180684
winequality,0,664,TabPFN,0.020510361655803062,0.015493748207476704,0.007540763838207398,2.8827741146087646,0.007952975782695493,0.0014924650897769967,0.0013133990817987494,0.002805864171575745,0.03164048346986421,0.052150845125667276
winequality,0,865,BetterCatBoost,0.02959536706781112,0.015123868276430485,0.01206599825712199,6.941509485244751,0.003057870019308506,0.0025349185053130966,0.0006894856942933847,0.0032244063238833,0.023237009406778853,0.05283237647458997
winequality,0,865,CheapBetterLGBMClassifier,0.027745655092889863,0.017422063870022465,0.012672131574237267,2.000948190689087,0.004749932295785231,0.0028910805424289033,0.0007699300240253532,0.0036610126907310582,0.021387297431857598,0.04913295252474746
winequality,0,865,XT,0.03294796792068923,0.03317452195448449,0.023162941339588627,3.655895948410034,0.010011580614895876,0.005769233585421335,0.0014050845809255002,0.007174320290623637,0.026705216948007576,0.05965318486869679
winequality,0,865,RF,0.03606935512123769,0.022786021076384833,0.016469604237425474,4.611242294311523,0.006316416838959382,0.003340319006102127,0.0012357846451515747,0.0045761057755305005,0.030867066548738865,0.06693642166997656
winequality,0,865,tabICL,0.037687854270714555,0.03573082279038306,0.025243044756915044,3.284397840499878,0.010487773574233184,0.006415219794059804,0.0014321208973067823,0.007847340691366589,0.031329496609682296,0.06901735088039684
winequality,0,865,PartitionWise,0.027976870674618404,0.006244777879893126,0.01039525504515929,0.1436750888824463,-0.004150477165266142,0.002029113150376116,-0.0001643251972628629,0.001864790077390066,0.021618513013586145,0.049595383688204556
winequality,0,865,TabPFN,0.03768785454634297,0.02781149426542149,0.021056674586988112,2.8978946208953857,0.006754815219198551,0.005168824156240229,0.0011648262657811908,0.006333650422021423,0.031329496885310705,0.06901735143165369
winequality,0,1127,BetterCatBoost,0.01881572708713152,0.023197435033011148,0.014132326029692676,9.410309791564941,0.009065109003318517,0.003995970577325443,0.0014902680266954918,0.005486239422329124,0.03363974306271609,0.052455470149847604
winequality,0,1127,CheapBetterLGBMClassifier,0.01571130178014555,0.01566746607237791,0.007437940671327003,2.1563262939453125,0.00822952540105093,0.0016756241511632255,0.0012958142894245143,0.0029714392588959305,0.030535317755730103,0.046246619535875645
winequality,0,1127,XT,0.022005892468530287,0.04276760842754412,0.0316332409522836,3.7939300537109375,0.011134367475260577,0.010180564766745899,0.0019257847820414301,0.012106350367095512,0.03567592586809907,0.05768181833662935
winequality,0,1127,RF,0.02138838986215807,0.03291059866079608,0.023321739682799842,4.4787256717681885,0.00958885897799625,0.007509031018248141,0.0018186716606604578,0.009327703497216781,0.0367398391698314,0.05812822903198948
winequality,0,1127,tabICL,0.02573490235610932,0.04790017093568562,0.029612136415524033,3.6264357566833496,0.018288025061816548,0.0092502220233629,0.0023812160605175174,0.011631438083880419,0.04055891833169388,0.06629382068780318
winequality,0,1127,PartitionWise,0.013227526858375721,0.0050930090785075875,0.003871532851056081,0.16060304641723633,0.001221476227451529,0.0007516512921237159,0.0004837986930324681,0.0012354508034643677,0.02805154283396028,0.041279069692336
winequality,0,1127,TabPFN,0.01863637707156066,0.02294820956600686,0.012918450005442611,2.9477035999298096,0.010029750102219227,0.003480187073254715,0.001646945620718225,0.0051271326939729385,0.033460393047145216,0.05209677011870588
winequality,0,1469,BetterCatBoost,0.022864566217192073,0.022230002924949345,0.014702651520230637,9.814620733261108,0.0075273514047187184,0.004082233658425677,0.0011635711821357975,0.005245806241013654,0.028246401486692718,0.05111096770388479
winequality,0,1469,CheapBetterLGBMClassifier,0.021703691224147826,0.0179494568066076,0.010015828889371003,2.2645509243011475,0.007933627917236596,0.002422940643394933,0.0011888587442120124,0.003611800788059133,0.027085526493648465,0.04878921771779629
winequality,0,1469,XT,0.02681246486578882,0.04072208769215262,0.02846994565589771,3.7446601390838623,0.01225214203625491,0.009103280028918961,0.00154082367132852,0.010644105100699658,0.0311044714526174,0.05791693631840622
winequality,0,1469,RF,0.02483595999639352,0.02807296822647608,0.020798591916849473,3.264272451400757,0.007274376309626606,0.006763060443170363,0.001418107613346728,0.00818116945696928,0.030625493954461912,0.05546145395085543
winequality,0,1469,tabICL,0.028923631952426188,0.040660382327722136,0.028016209447072993,4.219617605209351,0.012644165650689964,0.008620358403291525,0.0016145695254408982,0.010234927928732419,0.03430546722192683,0.06322909917435302
winequality,0,1469,PartitionWise,0.017690317648647418,0.009696203800181057,0.007242865588077796,0.16573262214660645,0.0024533382121032623,0.0015994423134717106,0.0005967183162656625,0.002196162030189558,0.02307215291814806,0.040762470566795474
winequality,0,1469,TabPFN,0.022318259314512496,0.017334089287762765,0.011920102205969573,3.0982532501220703,0.005413979851834005,0.003114918175624101,0.001030021305413531,0.004144939481037632,0.02770009458401313,0.05001835389852562
winequality,0,1914,BetterCatBoost,0.02350894127136789,0.02727257195183035,0.01762909874291093,8.929428100585938,0.00964347320891945,0.005120876553492299,0.0014759143264965052,0.006596791955199718,0.034166081020980774,0.057675022292348666
winequality,0,1914,CheapBetterLGBMClassifier,0.021316823232000043,0.022847115133920702,0.01293429178248826,2.3009891510009766,0.009912823351432476,0.0031495416708711256,0.0014793567437851706,0.004628899489867211,0.03197396298161294,0.053290786213612974
winequality,0,1914,XT,0.023193709728874343,0.037696850560665414,0.02631840887981828,3.3016984462738037,0.011378441680847173,0.008328527290755696,0.0017806886815697782,0.01010921704753639,0.03416498530520996,0.057358695034084306
winequality,0,1914,RF,0.021575184035962494,0.03498253436351535,0.0219695721677756,2.8201472759246826,0.013012962195739785,0.0074303656143909404,0.0018420779615719613,0.009272444651173817,0.030926156946472477,0.052501340982434974
winequality,0,1914,tabICL,0.024134206650446237,0.04430840786862426,0.026493884970534076,4.553072452545166,0.01781451442314168,0.008411139797540431,0.002124479016419145,0.01053561881395958,0.03479134640005913,0.05892555305050536
winequality,0,1914,PartitionWise,0.01765641285899156,0.010669972217171525,0.006109414726752161,0.1665353775024414,0.004560557490419348,0.0013060921895608063,0.000816016069529743,0.002122109334301453,0.028313552608604454,0.04596996546759602
winequality,0,1914,TabPFN,0.022567490565156438,0.02367837346312841,0.013872708624906683,3.604531764984131,0.009805656363273251,0.003533823388450896,0.001603684965304822,0.0051375083537557095,0.03322463031476933,0.05579212087992578
winequality,0,2494,BetterCatBoost,0.024942570293698313,0.0313331119691844,0.020515723475991128,11.145909070968628,0.010817388493193298,0.005806812459390862,0.0016747302148159282,0.007481543778523553,0.035127622827478215,0.06007019312117654
winequality,0,2494,CheapBetterLGBMClassifier,0.027347379817570128,0.03058646972716572,0.019232401508527876,2.615776538848877,0.011354068218637875,0.005293648622622746,0.001719276202061626,0.007012925929001132,0.03753243235135004,0.06487981216892016
winequality,0,2494,XT,0.031917885374371825,0.05801649080717748,0.037198762405656234,2.4547054767608643,0.020817728401521268,0.011745362966081951,0.0025924896782300285,0.01433785374862875,0.0417421356101269,0.07366002098449873
winequality,0,2494,RF,0.03055435448901514,0.04874383310800787,0.03224033889233162,2.841071605682373,0.016503494215676283,0.010409070380911612,0.0023312344502372296,0.01274030593546561,0.04009788276240608,0.07065223725142122
winequality,0,2494,tabICL,0.031116605626354866,0.05836167103543174,0.03586914338767158,5.370721101760864,0.022492519284225843,0.011154276043570492,0.0026365270215458285,0.013790803065116323,0.041301658160134765,0.07241826378648962
winequality,0,2494,PartitionWise,0.02004707599774012,0.014885291744313373,0.006804108130298347,0.17576122283935547,0.008081183614014997,0.0014662342215896213,0.0012627529041360692,0.0027289882300424563,0.030232128531520026,0.05027920452926016
winequality,0,2494,TabPFN,0.026546582198122094,0.030829716559380764,0.018494199460884198,4.323868036270142,0.012335508734962242,0.0048385740741221485,0.0018999611532867638,0.00673853522740891,0.036731634731901996,0.06327821693002408
winequality,0,3250,BetterCatBoost,0.02904614763993484,0.03365935947524749,0.021360787359494492,12.717191934585571,0.012298572115753003,0.006137225177015484,0.0018387244496673144,0.00797595084674404,0.03735386378948505,0.06640001142941988
winequality,0,3250,CheapBetterLGBMClassifier,0.027784609097700853,0.03373252059403893,0.020857760234642066,3.1955502033233643,0.012874760359396841,0.005826037070259474,0.0018562003462028215,0.007682238636523531,0.036092325247251075,0.06387693434495192
winequality,0,3250,XT,0.035784608144026536,0.06755831181587886,0.0408375670720504,2.3229355812072754,0.02672074474382844,0.012989126985066967,0.003080484250024243,0.016069612455152447,0.043846170168656565,0.0796307783126831
winequality,0,3250,RF,0.031384607975299544,0.05311408956943873,0.03486318647732399,2.9466185569763184,0.01825090309211478,0.011486525275665271,0.002724566301306283,0.014211092797032785,0.03926155464465801,0.07064616261995756
winequality,0,3250,tabICL,0.03430768684240488,0.06852184927187313,0.04007522011003008,6.499406337738037,0.028446621241366342,0.012767696359103594,0.0030971965366397235,0.01586489289574332,0.0426154029919551,0.07692308983435998
winequality,0,3250,PartitionWise,0.019292301874894363,0.013769007318619807,0.006904311931496321,0.19440150260925293,0.006864695387123476,0.0014946308848729577,0.00107902574698103,0.0025736578519152233,0.02760001802444458,0.04689231989933894
winequality,0,3250,TabPFN,0.031138456417964054,0.03859352708657251,0.022238474781760175,5.447408676147461,0.016355044384335604,0.006101565419767907,0.002263656698686714,0.008365222118454623,0.03944617256751427,0.07058462898547832
winequality,1,300,BetterCatBoost,0.04133332093556722,0.0056033240910829726,0.0023577224231408622,7.059765577316284,0.0032456016679421997,-0.000718900464948996,0.0006923855606853199,-2.651214444444605e-05,0.024666678110758466,0.06599999904632568
winequality,1,300,CheapBetterLGBMClassifier,0.019999990463256838,-0.013308455357277472,-0.001359001451089692,1.4832775592803955,-0.011949453906187745,-0.0020510998701914114,-0.0008889550532269946,-0.0029400521635991857,0.0033333476384480795,0.023333338101704917
winequality,1,300,XT,0.03466665665308634,0.011641434101899018,-0.0020230607990825433,3.4934582710266113,0.013664494900981577,-0.0030802620190784917,0.001618775017958543,-0.0014614842413007173,0.017333347002665204,0.052000003655751546
winequality,1,300,RF,0.04833332260449727,-0.011279870064529397,0.009261262979006046,4.583645582199097,-0.020541133043535505,-0.0005183731301896006,0.0015804416846252195,0.001062071314254845,0.031000012954076128,0.0793333355585734
winequality,1,300,tabICL,0.03866665760676066,0.011989233640445462,0.00639488134296059,2.954444408416748,0.0055943502710393885,0.00047671454027294334,0.0008993120969777557,0.0013760266372507047,0.022000014781951904,0.06066667238871256
winequality,1,300,PartitionWise,0.033666654030481975,-0.030480543137017778,0.009161388231914569,0.15043187141418457,-0.0396419313689324,0.001357271836851004,-0.0004345659898817897,0.0009227086067884388,0.017000011205673217,0.05066666523615519
winequality,1,300,TabPFN,0.033666657209396364,0.014470591548942724,0.007646349877231518,3.2887115478515625,0.006824239645265723,0.0009349339393277895,0.0007994953232021831,0.0017344292625299767,0.017000014384587606,0.050666671593983956
winequality,1,391,BetterCatBoost,0.02967542127447057,0.02539306066654214,0.02648287089281266,7.979074716567993,-0.0010898102262704656,0.007017136824219249,0.00010706259154415476,0.007124202078529811,0.014582942682053896,0.04425836395652447
winequality,1,391,CheapBetterLGBMClassifier,0.027932480851074037,0.027255128732152172,0.023299632496684614,1.781365156173706,0.003955496235467537,0.005757983949565966,0.0005776922374610804,0.00633567884979344,0.012840002258657363,0.0407724831097314
winequality,1,391,XT,0.029698141168286684,-0.0025260245858806985,0.03274231345095112,3.326899290084839,-0.0352683380368318,0.009740106969748297,-0.000628198775139742,0.009111910857374951,0.013323610988153881,0.043021752156440565
winequality,1,391,RF,0.04093799798839165,0.01295982005966334,0.02501941037221842,4.512085437774658,-0.012059590312555069,0.006580993406330933,0.0003759153292275344,0.0069569113983248745,0.02789680132499108,0.06883479931338272
winequality,1,391,tabICL,0.03019798022514425,0.02987735736388359,0.031964491398145355,2.9388515949249268,-0.002087136432215181,0.009524731539523532,0.00013089392714369096,0.009655625466667225,0.015105501632727576,0.04530348185787182
winequality,1,391,PartitionWise,0.030249908983378548,0.021914061342036245,0.02322851122638344,0.14341378211975098,-0.0013144498843472463,0.0057863647670134246,0.00012043189620677269,0.005906799325986594,0.01515743039096187,0.045407339374340425
winequality,1,391,TabPFN,0.032758837089024745,0.026952028541477168,0.024453404233799696,3.3497915267944336,0.002498621909724069,0.0060460312548010365,0.0005623519863283439,0.006608383241129385,0.017666358496608074,0.05042519558563282
winequality,1,509,BetterCatBoost,0.01453503396205128,0.00790476793766336,0.011670739483541642,6.102200031280518,-0.0037659715458782106,0.003065504331952215,-0.0004530247553168693,0.002612481679941757,0.00851680892019729,0.023051842882248572
winequality,1,509,CheapBetterLGBMClassifier,0.018448837105220228,0.003938288963979053,0.010445763561346855,1.9009971618652344,-0.006507474597367785,0.002772035179122953,-0.0007050435553668688,0.002066993727062513,0.01243061206336624,0.03087944916858647
winequality,1,509,XT,0.015496010772003013,-0.00423381192727873,0.007207171707775339,3.3407676219940186,-0.011440983635053992,0.0018721888412782301,-0.0010869142455010416,0.0007852766990836147,0.008105236383299994,0.023601247155303005
winequality,1,509,RF,0.01589010863182869,-0.025552056295323956,0.0027318154250241533,4.287998199462891,-0.028283871720348065,-2.509776973580735e-05,-0.0014486666560362045,-0.0014737623224655994,0.010850334142023233,0.026740442773851923
winequality,1,509,tabICL,0.021609390142981785,0.010575767031411642,0.010879898897472828,2.9229960441589355,-0.00030413640556830603,0.002630821204543768,5.210986386548488e-05,0.0026829310684092513,0.015591165101127796,0.037200555244109576
winequality,1,509,PartitionWise,0.021415251165981364,0.0004849057522564426,0.004091841413665254,0.1449141502380371,-0.0036069356614087554,0.0006019027154836265,-0.0003421663017099147,0.0002597385170801353,0.015397026124127373,0.03681227729010873
winequality,1,509,TabPFN,0.01613084285195835,0.004733699128530322,0.009973352842434585,3.197622299194336,-0.005239658253411395,0.00257542821960359,-0.0003930426524184377,0.0021823855671851537,0.01011261781010436,0.026243460662062713
winequality,1,664,BetterCatBoost,0.045568454159666885,0.026271642537486796,0.0241644994924489,6.659507989883423,0.002107143045037896,0.004996883797553609,0.00042623740425282717,0.005423124657668868,0.017612223729481048,0.06318067788914793
winequality,1,664,CheapBetterLGBMClassifier,0.0407666772787325,0.02132714783680727,0.022563746504711046,1.8993937969207764,-0.0012365986679037544,0.0046137242836981176,-6.0700948829517375e-05,0.004553026790731043,0.012810446848546653,0.05357712412727913
winequality,1,664,XT,0.047391193614893655,0.017106503290739004,0.013021590816938012,3.645354747772217,0.004084912473800972,0.0006283979770126819,0.0008467614361656134,0.0014751628690407193,0.01762703384047191,0.06501822745536558
winequality,1,664,RF,0.048741159760400624,0.015951470826268445,0.02015688594063906,4.8863444328308105,-0.004205415114370581,0.0025974126855010686,0.00045001059441476533,0.0030474267357782775,0.01988039505212827,0.06862155481252889
winequality,1,664,tabICL,0.05116198620238861,0.03209709797348085,0.02663983036554195,3.090866804122925,0.005457268245873481,0.005634996289383942,0.0009699581737661278,0.006604954463150075,0.02320575577220278,0.0743677419745914
winequality,1,664,PartitionWise,0.034603540693390854,0.015349605760307295,0.019221152046038893,0.1583414077758789,-0.00387154628573162,0.004599194540663323,-0.0002673503542265865,0.0043318476422991746,0.0066473102632050194,0.04125085095659588
winequality,1,664,TabPFN,0.04469696025175884,0.027278801858248637,0.02457729630752059,2.8698813915252686,0.0027015061886626612,0.0051111209233444,0.000534448603478696,0.0056455695268230995,0.016740729821573007,0.061437690073331844
winequality,1,865,BetterCatBoost,0.035722534780557445,0.027597605553785966,0.02880028247554204,7.504114389419556,-0.001202676921756063,0.007563902923570645,4.571934037172487e-05,0.0076096254573559535,0.012023136657097437,0.047745671437654874
winequality,1,865,CheapBetterLGBMClassifier,0.03341039494972008,0.028454782885944475,0.03087323304640397,1.9578773975372314,-0.0024184501604595397,0.008360585982500945,-0.00020801790979888546,0.008152571266115646,0.009710996826260077,0.043121391775980164
winequality,1,865,XT,0.04624276464385104,0.025885734498212798,0.02819223651676871,3.6721770763397217,-0.0023065020185559114,0.00701273926002251,0.00023166026194927912,0.007244402715385382,0.022080938388846512,0.06832370303269755
winequality,1,865,RF,0.04358380474796185,-0.005881624505696903,0.022950193017988906,4.772174596786499,-0.02883181752368579,0.004860716138635224,-3.915540921319571e-05,0.004821563922835612,0.020115620276831475,0.06369942502479332
winequality,1,865,tabICL,0.04150288270388035,0.027960377955533532,0.03110173052125307,3.4135279655456543,-0.0031413529324114675,0.007971799293952872,0.00011186185891275124,0.008083661152865625,0.017803484580420345,0.0593063672843007
winequality,1,865,PartitionWise,0.03999999217215301,0.024256162272833236,0.027192531580037517,0.15653014183044434,-0.0029363693072043005,0.007047814736723554,-0.00019122386880073006,0.0068565940613364105,0.016300594048693,0.056300586220846015
winequality,1,865,TabPFN,0.039999993274666676,0.029843490547550554,0.03185444304904909,2.874577760696411,-0.002010952868190463,0.008573864880583194,7.149928193566358e-05,0.008645364162518853,0.016300595151206663,0.056300588425873335
winequality,1,1127,BetterCatBoost,0.03283381566466835,0.025159473086658845,0.01604549618040276,7.5991668701171875,0.009113976906256094,0.003570553339102772,0.0014337003147760568,0.005004255785765391,0.02635203026365507,0.05918584592832341
winequality,1,1127,CheapBetterLGBMClassifier,0.031153579697848065,0.019366552601663756,0.013384835735266465,2.100493907928467,0.005981716866397302,0.002700545114413802,0.0010050315362543471,0.003705578782554722,0.024671794296834786,0.05582537399468286
winequality,1,1127,XT,0.03665603795046886,0.03212830331870381,0.01772621163651412,3.6322457790374756,0.014402091682189755,0.0038448000531893624,0.0017876818624322332,0.005632484047508174,0.029816730129331965,0.06647276807980082
winequality,1,1127,RF,0.03399173074345321,0.003488942857440125,0.011927077379793326,4.473548889160156,-0.008438134522353202,0.0021990255967270084,0.0013214911053034267,0.0035205188339169995,0.02804406500659744,0.06203579575005065
winequality,1,1127,tabICL,0.036124279649560075,0.036793026009518205,0.01942791346639433,3.6098921298980713,0.017365108113018425,0.004857297559408888,0.002191502462874645,0.00704880002228353,0.029642494248546796,0.06576677389810688
winequality,1,1127,PartitionWise,0.029908348331057565,0.013891682456545106,0.011040918992618476,0.163283109664917,0.0028507634639266754,0.0023785226584938897,0.0006647118360656845,0.0030432366264461414,0.023426562930044293,0.05333491126110186
winequality,1,1127,TabPFN,0.03338249026170054,0.027679960568853135,0.015338751551303275,3.36472749710083,0.012341204587444376,0.00333385586154335,0.001723810982437618,0.005057666843980966,0.02690070486068725,0.0602831951223878
winequality,1,1469,BetterCatBoost,0.03736643267736241,0.026459223863661164,0.021305705171943978,8.587438106536865,0.005153518691717218,0.004987925209706981,0.000842937074725808,0.0058308649439796495,0.0223261741946864,0.05969260687204879
winequality,1,1469,CheapBetterLGBMClassifier,0.03920897120471363,0.024111387869723177,0.019214651538574778,2.303788661956787,0.00489673633114841,0.00442857742468851,0.0007918215534182011,0.005220401637653568,0.02416871272203763,0.06337768392675125
winequality,1,1469,XT,0.039338756453426035,0.03889534499451884,0.03070560834195768,3.622131586074829,0.008189736652561175,0.008556281486269232,0.0011012019148122832,0.009657486060628365,0.024844108511663094,0.06418286496508914
winequality,1,1469,RF,0.03620787910719733,0.024945660096154242,0.021583399942199166,3.238847255706787,0.0033622601539550767,0.005695741731497386,0.0007391645295130644,0.006434908920557311,0.02096307443134885,0.05717095353854619
winequality,1,1469,tabICL,0.03968098427148851,0.045394109540422944,0.03375543384442505,4.388221740722656,0.01163867328572039,0.00982333143650126,0.0014735456215922982,0.011296877058093558,0.024640725788812507,0.064321710060301
winequality,1,1469,PartitionWise,0.028660808575000852,0.01656185830107886,0.014696839010505714,0.16500115394592285,0.001865019290573211,0.0034329485071886824,0.00038917310822912665,0.003822124274964664,0.013620550092324851,0.0422813586673257
winequality,1,1469,TabPFN,0.041450388701237566,0.029135595606062704,0.022451491187563243,3.440924882888794,0.0066841020082219595,0.005269581903847631,0.0011462395744200825,0.006415821478267708,0.02641013021856157,0.06786051891979913
winequality,1,1914,BetterCatBoost,0.03824298699037419,0.026403619739277306,0.018993806409432802,9.614629745483398,0.007409813329844505,0.004514027210794203,0.001096664789184723,0.005610694653253837,0.023304457389447798,0.06154744437982198
winequality,1,1914,CheapBetterLGBMClassifier,0.03484900358094685,0.022311919107368794,0.017521764068027322,2.396343469619751,0.004790155039341493,0.004021721366833752,0.0007434742178604126,0.004765198237969068,0.019910473980020455,0.054759477560967294
winequality,1,1914,XT,0.04074937792946671,0.04776300768502097,0.031791847275385886,3.303682327270508,0.01597116040963511,0.00923715781861278,0.0018653392860698726,0.011102499757957556,0.02737824791263508,0.06812762584210179
winequality,1,1914,RF,0.03171338471212845,0.031221078424654214,0.02264925626056259,2.803013801574707,0.008571822164091625,0.006586385206568307,0.0012390803189431337,0.007825468178786363,0.01750496838480092,0.04921835309692937
winequality,1,1914,tabICL,0.04116918483931011,0.05522930804008521,0.034824480322717656,4.650984525680542,0.020404825283081685,0.010549895644673448,0.0022253451883156835,0.012775240832989134,0.02623065523838372,0.06739984007769384
winequality,1,1914,PartitionWise,0.032283424109413206,0.014994161096965242,0.012467660540969228,0.1710822582244873,0.0025265005559960475,0.002661805760172134,0.0004002439413292147,0.0030620523547762596,0.017344894508486815,0.04962831861790002
winequality,1,1914,TabPFN,0.03871378343338315,0.0285577626756205,0.018737288503592308,3.6019139289855957,0.009820471737742354,0.004392751347324103,0.0013167712784763197,0.005709522625800423,0.023775253832456756,0.062489037265839896
winequality,1,2494,BetterCatBoost,0.04459552700937429,0.03200833682006712,0.023017943502797223,11.303632259368896,0.008990393317269895,0.005468652786322845,0.0013764370429070554,0.006845092442099007,0.03031236600764945,0.07490789301702375
winequality,1,2494,CheapBetterLGBMClassifier,0.04022590357011329,0.025661058790164837,0.018431483518621273,2.684433698654175,0.007229575271543598,0.00411250744349149,0.0011141857649753285,0.005226695821335919,0.025942742568388456,0.06616864613850175
winequality,1,2494,XT,0.04567817382074281,0.05245224772705328,0.03459023231148074,2.360018253326416,0.017862015415572575,0.009650395640129535,0.0020906924318387808,0.011741090684837427,0.03091348711794258,0.07659166093868539
winequality,1,2494,RF,0.04195120168011814,0.04029383400890531,0.028557264953525986,2.803016185760498,0.011736569055379342,0.007935345477331823,0.0016223647814465254,0.009557712871647459,0.029673094676860724,0.07162429635697888
winequality,1,2494,tabICL,0.04932724065388657,0.05787464592672505,0.03806377856862875,5.363265514373779,0.01981086476914128,0.011148703113535918,0.002430285799457832,0.013578988912993754,0.03504407965216174,0.08437132030604831
winequality,1,2494,PartitionWise,0.031322233520198216,0.019159990449687237,0.014913687421120892,0.1788499355316162,0.004246303028566356,0.003470101046671656,0.0006532812736672278,0.004123384933207996,0.017039072518473385,0.0483613060386716
winequality,1,2494,TabPFN,0.0462000227633803,0.040733628615273555,0.02821168521231423,4.302812576293945,0.012521940814004318,0.007257414886293956,0.0017691145515783186,0.009026529437872275,0.03191686176165546,0.07811688452503575
winequality,1,3250,BetterCatBoost,0.038892298698425296,0.039293932632971026,0.02945796334284658,12.50780725479126,0.009835969290124402,0.007978927956199955,0.0014704837154814355,0.009449414124813704,0.02720001484797551,0.0660923135464008
winequality,1,3250,CheapBetterLGBMClassifier,0.03692306767977201,0.0327006960980348,0.02458399286151226,3.171816110610962,0.008116703236522537,0.006092541213441732,0.0012328058151232807,0.007325349481697341,0.02523078382932223,0.06215385150909425
winequality,1,3250,XT,0.04664614464686467,0.06535859226502413,0.04411369226630274,2.2797443866729736,0.021244899998721378,0.01300523857250871,0.002401744555414695,0.015406985581055715,0.03495386050297664,0.08160000514984131
winequality,1,3250,RF,0.04347691356218778,0.05187628154284933,0.037417006087808666,2.9178624153137207,0.014459275455040676,0.011232359940030079,0.0020159120767822085,0.01324827446994461,0.03200001401167649,0.07547692757386429
winequality,1,3250,tabICL,0.047753838392404414,0.06589828192270812,0.04325135765322189,6.466444253921509,0.022646921069075655,0.013036665279649659,0.0026383506337884334,0.015675015913438096,0.03606155454195463,0.08381539293435904
winequality,1,3250,PartitionWise,0.03283075952529907,0.020520159199915476,0.015912515302502817,0.18267416954040527,0.004607643897412639,0.0037600202670403093,0.000749691783134085,0.004509714503306716,0.021138475674849288,0.05396923520014836
winequality,1,3250,TabPFN,0.041384608011979324,0.042016628526481345,0.029546146851219878,5.4056313037872314,0.012470478474850898,0.007864520654082302,0.0017488879711208243,0.009613408625203124,0.02969232416152954,0.07107693217350887
winequality,2,300,BetterCatBoost,0.008666661580403644,0.0018830266044384202,-0.0015924455749339373,6.954342842102051,0.0034754721793723298,-0.0005188147961737901,0.0020446423910483124,0.0015258274775278523,0.03866668542226155,0.047333347002665206
winequality,2,300,CheapBetterLGBMClassifier,0.010333327849706014,-0.012437265865291081,-0.0024714436500185622,1.4271936416625977,-0.009965822215272513,-0.0009199556235655881,0.0016086158909034962,0.0006886601499912603,0.04033335169156392,0.050666679541269945
winequality,2,300,XT,0.01366666118303935,0.015350925274451577,0.0037619311537971157,3.334033727645874,0.011588994120654445,0.00045685196919850594,0.0024866667840133055,0.002943518635865157,0.04300001819928487,0.05666667938232421
winequality,2,300,RF,0.007333327929178873,-0.00123461731625793,-0.006343654263746562,4.420226573944092,0.00510903694748861,-0.0028612591419126033,0.0015811853025318261,-0.0012800739567274317,0.0363333515326182,0.04366667946179708
winequality,2,300,tabICL,0.007666662931442261,0.009786848124872672,0.0005985831951832055,2.9320149421691895,0.009188251889756355,-0.00011469232849776884,0.002051018521518319,0.0019363261930205517,0.03766668677330017,0.04533334970474243
winequality,2,300,PartitionWise,0.016666661898295083,-0.08524409458097099,0.003496552050238655,0.14563536643981934,-0.08874064663120963,0.00042710884794878166,0.0011190753370682136,0.0015461840676703393,0.046666685740152994,0.06333334763844808
winequality,2,300,TabPFN,0.005666662454605104,0.0039255645841469785,0.0013201586142912835,3.176974296569824,0.0026053929299225675,0.00027646985836326935,0.0017949496167238982,0.0020714194750871663,0.03566668629646302,0.041333348751068116
winequality,2,391,BetterCatBoost,0.0056215448605476444,0.00158833431911502,-0.0044806959272736535,5.335478782653809,0.006069030246388685,-0.0014394272055277448,0.0011333651260978614,-0.00030606178595296156,0.028958147735187116,0.03457969259573476
winequality,2,391,CheapBetterLGBMClassifier,0.008429076156226198,0.005297156503062362,-0.003411963160518272,1.7866361141204834,0.00870911966358064,-0.0011464553620168419,0.0013656431693074094,0.00021918810076749923,0.031765679030865676,0.04019475518709187
winequality,2,391,XT,0.007439136969427984,-0.013684813726571021,0.0017438473918123033,3.2876949310302734,-0.015428661118383341,0.00046703638292683173,0.0011715688218896375,0.0016386054982933996,0.030262919208981005,0.03770205617840899
winequality,2,391,RF,0.010529042358175573,-0.00022609317569287634,-0.008181988967122128,4.401838541030884,0.007955895791429279,-0.003737438715345727,0.0018713769649889218,-0.0018660614568798833,0.035118484914941246,0.045647527273116814
winequality,2,391,tabICL,0.009707882655049948,0.012694386473872832,0.00011338158462255165,2.8101203441619873,0.0125809934219065,-5.275759010472114e-05,0.0017949475002090696,0.0017421899101043483,0.03304448552968943,0.04275236818473937
winequality,2,391,PartitionWise,-0.007442396707017867,-0.008841780786486503,-0.0033250250756367674,0.14716815948486328,-0.00551675571084973,-0.0009442172878586175,-0.0003120890042764959,-0.0012563059986581873,0.015894206167621605,0.008451809460603739
winequality,2,391,TabPFN,0.0014995092387634296,0.005517161061203724,-0.0033203116348313024,3.0859768390655518,0.008837461228691241,-0.001137077578194426,0.0014604712007726729,0.0003233936225782455,0.024836112113402906,0.026335621352166334
winequality,2,509,BetterCatBoost,0.032840214282928035,0.021692667649320423,0.007528372398747274,6.36775541305542,0.014164295250573156,0.0014322001989764577,0.0018739451676629687,0.003306147353844213,0.028705118730493574,0.06154533301342161
winequality,2,509,CheapBetterLGBMClassifier,0.030079586499872725,0.014098580027275626,0.0034630468158955542,1.9201414585113525,0.010635533211380055,-3.368613296728662e-05,0.0015346785304298561,0.0015009943846673562,0.02594449094743827,0.05602407744731099
winequality,2,509,XT,0.026375452362664854,0.02291822550163275,0.008807296912355555,3.276766061782837,0.014110928589277172,0.0013530509259296636,0.0015170242644399813,0.0028700771775744286,0.019879649588492886,0.04625510195115774
winequality,2,509,RF,0.022997466709238423,0.021600702036559238,0.005656419262931911,4.268543004989624,0.01594428277362734,0.00046600094642190173,0.0019680564264797167,0.002434059360106408,0.02162299987946268,0.0446204665887011
winequality,2,509,tabICL,0.02912249195994602,0.021522560407720354,0.008705764885735212,2.8896453380584717,0.01281679053805312,0.0018582238770523812,0.0017655160026119915,0.0036237398796643673,0.02498739640751155,0.05410988836745756
winequality,2,509,PartitionWise,0.02736943762780532,-0.016461587523689425,0.01121555709434514,0.14120888710021973,-0.02767714461803451,0.00206130773475077,-0.0007441584818001168,0.0013171512401554397,0.02323434207537086,0.05060377970317618
winequality,2,509,TabPFN,0.02576974506078241,0.018618318038382885,0.008923484222768696,2.8246095180511475,0.009694828831682167,0.0017720194795995043,0.0014254637456259267,0.003197483225225431,0.021634649508347953,0.047404394569130356
winequality,2,664,BetterCatBoost,0.01596604237580359,0.005493563079864883,0.0034802602763567723,7.2483110427856445,0.0020133028035081322,0.000515086477294116,0.0003795869617493425,0.0008946753216094478,0.013528153253432748,0.02949419562923634
winequality,2,664,CheapBetterLGBMClassifier,0.018827741683602305,0.007957980219841732,0.005259447597011047,1.8465511798858643,0.002698532622830707,0.001299913248927445,0.0004770631565877037,0.0017769782880811464,0.016389852561231464,0.03521759424483377
winequality,2,664,XT,0.023485978936030015,0.014090462401718734,0.009157807737564272,3.60449481010437,0.004932654664154501,0.0023655003831994396,0.0009103105145885193,0.0032758127803539346,0.019993179559870608,0.04347915849590062
winequality,2,664,RF,0.02001480016629064,0.0043652457230071605,0.0024042834307293594,4.7949066162109375,0.0019609622922778457,0.0006294852190263739,0.0006864027654176041,0.0013158898670099673,0.01682389195347245,0.03683869211976309
winequality,2,664,tabICL,0.015794023529873212,0.018402141968429476,0.013341317893159033,3.095520496368408,0.005060818690792101,0.004469195618716978,0.0009658255184618103,0.005435021137178792,0.013356134407502367,0.029150157937375576
winequality,2,664,PartitionWise,0.012057404774526553,0.0018526232196159121,0.0029251693672935897,0.1568152904510498,-0.0010725461476776333,0.0005513951678556284,-7.990422809410202e-05,0.0004714928223275183,0.009619515652155708,0.021676920426682258
winequality,2,664,TabPFN,0.014742531628944414,0.005655893786437649,0.0052405781586490115,2.859727144241333,0.000415310243310274,0.0014370954828283767,0.00024282992188171259,0.0016799254047100975,0.012304642506573569,0.027047174135517982
winequality,2,865,BetterCatBoost,0.019306351132475575,0.014297560936773701,0.005420054947560549,7.060978412628174,0.008877505989213153,0.00119832636499827,0.0013442001315660367,0.0025425276942559,0.02797689520554735,0.04728324633802293
winequality,2,865,CheapBetterLGBMClassifier,0.015028893465251592,0.008842790958583058,0.00255163471730101,1.99348783493042,0.006291156241282114,0.0004030068092566785,0.0009645455729899971,0.0013675535799382687,0.023699437538323376,0.038728331003574964
winequality,2,865,XT,0.015953749728340634,0.008723505336598703,0.0035135881055632255,3.60992693901062,0.005209917231035544,0.00022154022812728713,0.0008973655332011387,0.00111890695902003,0.025086721381700105,0.04104047111004074
winequality,2,865,RF,0.018497101833365556,-0.018544121365661193,0.0028016822642728534,4.721813917160034,-0.021345803629934,0.00018958133281578028,0.0007024779288337723,0.0008920604593411541,0.02728325259478795,0.04578035442815351
winequality,2,865,tabICL,0.013526004862923154,0.01863078779875494,0.007611284678506946,3.242668867111206,0.011019495114142696,0.0022902567574829722,0.001413687527046656,0.003703944284529627,0.022196548935994938,0.035722553798918096
winequality,2,865,PartitionWise,0.019999993191978142,0.007154621927971627,0.0038604916305605584,0.14512944221496582,0.0032941302974110686,0.0006535683283203197,0.000661113961787127,0.0013146834877990343,0.02867053726504993,0.04867053045702807
winequality,2,865,TabPFN,0.011329473374206898,0.004447821377024009,0.0008012495074012693,2.8929033279418945,0.00364656386351746,8.477159275140367e-05,0.0007947178734661609,0.0008794894662175589,0.020000017447278678,0.031329490821485576
winequality,2,1127,BetterCatBoost,0.02243971712821353,0.027358959610844967,0.012835409035094702,7.873687505722046,0.014523550575750277,0.003005956454316955,0.0018564953219182196,0.004862452868074166,0.03282715493270664,0.05526687206092016
winequality,2,1127,CheapBetterLGBMClassifier,0.02065131945783527,0.018966309597630314,0.0069464820206883385,2.0470173358917236,0.012019827576941967,0.0014106307740156753,0.001659555943042687,0.0030701878088973565,0.03103875726232838,0.051690076720163645
winequality,2,1127,XT,0.02378288319680543,0.029521581129870144,0.01671943027352968,3.761479616165161,0.01280215085634045,0.004746288561826473,0.0018890369940344875,0.0066353266476999575,0.034527449472815594,0.058310332669621025
winequality,2,1127,RF,0.022530572183247045,0.02559453287266055,0.011746432827962417,4.58394193649292,0.013848100044698141,0.0031204755169231603,0.0018789034858950782,0.0049993800946572355,0.03123148057875732,0.05376205276200437
winequality,2,1127,tabICL,0.023246011606008254,0.04176469696532694,0.02076309264766013,3.629171133041382,0.021001595906368853,0.0062541720054195725,0.0024082729274134047,0.008662444932832972,0.03363344941050136,0.05687946101650961
winequality,2,1127,PartitionWise,0.020315824931115646,-0.016070322306522576,0.007299871215783927,0.16164660453796387,-0.02337019352230648,0.001530339003155054,0.0007019068575828513,0.002232246952576897,0.030703262735608756,0.0510190876667244
winequality,2,1127,TabPFN,0.02572624797455329,0.02892548997632268,0.012256455434478074,2.9082107543945312,0.01666902613054668,0.002628679803042375,0.0022305487390132162,0.004859228542055588,0.0361136857790464,0.061839933753599696
winequality,2,1469,BetterCatBoost,0.02028162067367319,0.022708461729368357,0.010765944518149296,10.516160249710083,0.011942517211219106,0.0029040201078520842,0.0016329472567355619,0.00453696847145148,0.03042536070507859,0.05070698137875178
winequality,2,1469,CheapBetterLGBMClassifier,0.015994048616230792,0.017538458608802144,0.0066340756499002505,3.3047947883605957,0.010904382958901915,0.0016025535249034161,0.0015232466575173936,0.0031258012892846354,0.026137788647636197,0.04213183726386699
winequality,2,1469,XT,0.02116504560284456,0.022433077629304115,0.015401880308946935,3.6995694637298584,0.007031197320357207,0.004412942482403509,0.001792540200899323,0.006205483790166657,0.03089922889823194,0.0520642745010765
winequality,2,1469,RF,0.019192256178484687,0.019158243345450167,0.012330976416892936,3.4160420894622803,0.006827266928557241,0.0037309885510395297,0.0014698432328439925,0.005200832890747351,0.02933715675914017,0.04852941293762486
winequality,2,1469,tabICL,0.021495432020443205,0.03484061615973756,0.016231746073938857,4.00177001953125,0.01860886173201428,0.004756497678699517,0.0021766969584949224,0.0069331946371944345,0.031639172051848616,0.05313460407229181
winequality,2,1469,PartitionWise,0.010814229473504508,0.004453157872011959,0.002021123244879097,0.16527795791625977,0.002432034627132895,0.0003437250284731408,0.0005199314906079083,0.0008636576259448775,0.02095796950490991,0.03177219897841442
winequality,2,1469,TabPFN,0.02184531965851576,0.028440810277007754,0.013594961348270106,3.0746655464172363,0.014845840574953228,0.0036506501554224857,0.0019296261749129268,0.005580276330335412,0.03198905968992116,0.05383437934843692
winequality,2,1914,BetterCatBoost,0.028310245405946,0.030871359602819705,0.018517634695226957,8.952711820602417,0.012353724907592711,0.005098665289329241,0.0015916065979584503,0.006690273606147124,0.028527621919601377,0.05683786732554737
winequality,2,1914,CheapBetterLGBMClassifier,0.025908977130858445,0.028155006859954767,0.01697704071390894,2.457916498184204,0.011177966146045826,0.004747959548464115,0.001540530379961147,0.00628849164728468,0.026126353644513822,0.05203533077537228
winequality,2,1914,XT,0.030507967763707577,0.051446126577369064,0.0311478098982206,3.235213041305542,0.020298316679148477,0.009531109832728799,0.0022539462015569974,0.01178505775314522,0.030986850671008277,0.06149481843471586
winequality,2,1914,RF,0.03165487880764018,0.03918951808988639,0.02375335562359654,2.880408763885498,0.015436162466289838,0.007407857197840278,0.0020163913203870786,0.009424250237086781,0.032708310959854194,0.06436318976749436
winequality,2,1914,tabICL,0.030664080958512207,0.05145785717601137,0.032398348819899836,4.571229696273804,0.019059502344981695,0.010060246827646446,0.00213433878597514,0.012194585613621588,0.03088145747216759,0.061545538430679794
winequality,2,1914,PartitionWise,0.023297601347440362,0.012650189314038806,0.007305712575764689,0.16913104057312012,0.005344476738274128,0.0014912595720556366,0.0008501671872836486,0.002341428478198712,0.023514977861095736,0.0468125792085361
winequality,2,1914,TabPFN,0.03082333637952899,0.03956089868871336,0.0239449692883398,3.5897552967071533,0.015615923389243714,0.006823857379860685,0.0019083901793356894,0.008732247559196379,0.031040712893184365,0.06186404927271336
winequality,2,2494,BetterCatBoost,0.025458138179835083,0.03318888958811284,0.020480990929240807,11.028167724609375,0.01270789865887203,0.006183579089866176,0.0017305297836644501,0.007914110274724861,0.03082793771766325,0.056286075897498324
winequality,2,2494,CheapBetterLGBMClassifier,0.021008355069922817,0.02746153504413306,0.016964952774688635,2.7104828357696533,0.01049658226944442,0.005001505779124246,0.0014644775612197042,0.006465984741538186,0.026378154607750986,0.047386509677673806
winequality,2,2494,XT,0.02702118346253078,0.05179426393277327,0.03124613475783038,2.440906047821045,0.02054812917494288,0.009980939713520695,0.0022430523010339627,0.012223993415748886,0.031909698841648584,0.05893088230417935
winequality,2,2494,RF,0.02938768285193772,0.04338088416734179,0.02815443771121936,2.818737506866455,0.015226446456122412,0.009262352999709312,0.0020601590804115444,0.011322513481315096,0.03531900679695489,0.06470668964889262
winequality,2,2494,tabICL,0.02449685910765239,0.052859477830717004,0.031105156251416678,5.378661632537842,0.02175431435218162,0.009837528140749294,0.002249858661094928,0.012087386801844225,0.02986665864548055,0.05436351775313294
winequality,2,2494,PartitionWise,0.01752178365798105,0.010268652648870868,0.007749171806951061,0.1785893440246582,0.0025194808419197966,0.0017493538676481928,0.0005495664137241202,0.0022989216825665486,0.022891583195809213,0.040413366853790274
winequality,2,2494,TabPFN,0.02866761057338734,0.04070351019870447,0.02375494399308754,4.322083473205566,0.016948558978498222,0.006938181697117976,0.002047233562591519,0.008985415259709497,0.0340374101112155,0.06270502068460285
winequality,2,3250,BetterCatBoost,0.027107684832352857,0.03558053014127939,0.023050178826055635,12.249885559082031,0.012530351315223787,0.00680529250083847,0.0017479680144411424,0.008553261962984744,0.03172309328959538,0.058830778121948236
winequality,2,3250,CheapBetterLGBMClassifier,0.02347691583633423,0.029963540567094504,0.01910157399626612,3.167006015777588,0.010861966570828396,0.005435862752434859,0.0015277802724081857,0.006963644472548172,0.028092324293576755,0.05156924012991099
winequality,2,3250,XT,0.0326769153888409,0.05718610717379199,0.03406142199937593,2.340369462966919,0.02312468517441607,0.010832665218961545,0.002635523338619658,0.013468190005286332,0.03720001583832961,0.06987693122717051
winequality,2,3250,RF,0.0300307611318735,0.04606040298983035,0.03013693651512145,3.0162723064422607,0.015923466474708936,0.009944176330072657,0.002324542142038466,0.012268719919816245,0.03467693853378296,0.06470769966565645
winequality,2,3250,tabICL,0.03181537826244647,0.05950847784399971,0.034725692494443204,6.487305402755737,0.024782778300476614,0.011398470948506554,0.0027735129647824125,0.014171983913288966,0.03643078671968901,0.06824616498213548
winequality,2,3250,PartitionWise,0.018676916672633246,0.009490039698992347,0.005381710450046017,0.19150900840759277,0.004108329248946307,0.0010677551748470265,0.0007035653738282604,0.0017713219963804206,0.02329232512987577,0.041969241802509015
winequality,2,3250,TabPFN,0.027446147918701168,0.03986547849817383,0.022752955982633893,5.416424036026001,0.017112515466460053,0.0066056693050150685,0.002151015395828346,0.008756684700843415,0.0320615563759437,0.05950770429464487
winequality,3,300,BetterCatBoost,0.028666659990946454,0.02081072320255157,0.013447612149478904,6.351123809814453,0.007363111053072668,0.003121282958404789,0.001280107157864503,0.004401391643017431,0.03200001716613769,0.06066667715708414
winequality,3,300,CheapBetterLGBMClassifier,0.026333327690760293,0.02592079887940324,0.02116843288444121,1.454153060913086,0.004752365994962015,0.005897132148438153,0.0011366469620644666,0.007033780637250753,0.02966668486595154,0.056000012556711845
winequality,3,300,XT,0.02066665967305501,0.017741511424334853,0.019394519629683082,3.5487046241760254,-0.0016530082053482498,0.006015628102881495,0.0006008503251037078,0.006616479954733344,0.023000016609827676,0.04366667628288269
winequality,3,300,RF,0.019666659434636434,0.01039935865806379,0.01172868497664123,4.494787931442261,-0.0013293263185774173,0.0037914058806592698,0.0005541836584370366,0.004345591065844442,0.02300001660982768,0.04266667604446411
winequality,3,300,tabICL,0.026999994516372684,0.036743707594140425,0.027771652498582062,2.9591782093048096,0.008972048349046764,0.008785223976398504,0.001535272622474318,0.010320496598872823,0.030333351691563926,0.0573333462079366
winequality,3,300,PartitionWise,0.015666656891504923,-0.043327218545936935,-0.004942091946052241,0.14607906341552734,-0.038385126599884675,-0.0015308992444156941,-0.0002697080524843534,-0.001800605770151921,0.019000014066696165,0.03466667095820109
winequality,3,300,TabPFN,0.02933332840601603,0.038406719352107786,0.028402906739452533,3.190481662750244,0.010003805866143651,0.008463161205872892,0.0019946409458740724,0.010457802151746968,0.03266668558120728,0.06200001398722331
winequality,3,391,BetterCatBoost,-0.0005225619995837779,-0.003058299074999654,-0.005061136895146712,6.708118677139282,0.0020028378201470964,-0.001712146698357808,0.00035646292183986875,-0.0013556830027796243,0.015024362199301072,0.01450180019971729
winequality,3,391,CheapBetterLGBMClassifier,-0.0025446344605903675,-0.007408834864604913,-0.004257128648297648,1.6883525848388672,-0.0031517062163072427,-0.0011295233224957305,-0.0002589262199455794,-0.0013884487687030058,0.013002289738294485,0.010457655277704116
winequality,3,391,XT,0.016666659659590286,0.004688376176488551,-0.005017505277814865,3.310796022415161,0.009705881454303456,-0.0029414332090947947,0.001375183690180312,-0.00156624874517617,0.03068485905388198,0.04735151871347226
winequality,3,391,RF,0.013855883878610694,-0.02702990988225703,-0.0011959558531003888,4.441617250442505,-0.02583395402915663,-0.0009050539671459371,0.0004035651680554739,-0.0005014880253521508,0.02787408327290239,0.04172996715151308
winequality,3,391,tabICL,0.00537162899235865,0.0019340845448690414,0.0005004016363627795,2.9795329570770264,0.001433673279552461,-3.865186284643524e-05,0.0002058301728028858,0.00016717830995645057,0.0209185531912435,0.02629018218360215
winequality,3,391,PartitionWise,0.0056345276536975564,0.0005669084084126141,-0.00431431826587812,0.14478707313537598,0.004881226674290756,-0.001219349193383415,0.0006522227678800466,-0.0005671256517650505,0.021181451852582404,0.026815979506279963
winequality,3,391,TabPFN,0.0017981130478638252,-0.007183578567463644,0.000394076612623212,3.509396553039551,-0.007577664809040663,4.1528879636122676e-05,-0.0005458501928073484,-0.0005043213131712243,0.017345037246748678,0.0191431502946125
winequality,3,509,BetterCatBoost,0.01652688442029159,0.023767021626562697,0.008943939247348398,7.332959890365601,0.014823082379214253,0.0022157171828313853,0.0022082263492473816,0.0044239435814636225,0.04382257900569444,0.06034946342598603
winequality,3,509,CheapBetterLGBMClassifier,0.014752471266476025,0.024469711163160567,0.008457206020747926,1.874990463256836,0.01601250514241264,0.0017958882011122502,0.002282759926128958,0.004078648176626063,0.04204816585187888,0.0568006371183549
winequality,3,509,XT,0.010621233628435381,-0.0032995288984104198,0.002640717684137567,3.330625295639038,-0.005940246582547997,0.00014974347398708648,0.0019693306091711953,0.002119074132543136,0.03909339861507856,0.049714632243513954
winequality,3,509,RF,0.01065229508881892,-0.008766650580477996,0.0017110079598214867,4.375206232070923,-0.010477658540299523,-1.334848226736407e-05,0.0019933820339214994,0.001980033601039,0.037946047835663854,0.04859834292448277
winequality,3,509,tabICL,0.014750530362892927,0.023913073623686547,0.00948847576043535,3.007579803466797,0.014424585461548728,0.002065940571515319,0.00219751208504093,0.004263452656556248,0.04204622494829578,0.056796755311188704
winequality,3,509,PartitionWise,0.016924864087283463,-0.019602019043519582,0.003622116506735834,0.1411600112915039,-0.02322413555025545,0.0005974493429420677,0.0023641203079939636,0.0029615697003208914,0.044220558672686316,0.06114542275996978
winequality,3,509,TabPFN,0.012185979650868093,0.01896684459448696,0.009043154790020536,2.8150575160980225,0.009923677402763936,0.0018712582195387767,0.001735606262999298,0.0036068644825380776,0.03948167423627095,0.051667653887139044
winequality,3,664,BetterCatBoost,0.017915235437057263,0.011774219533329123,0.009114027616049552,7.311613082885742,0.002660191917279592,0.0021114197469254705,0.0007844840309652309,0.0028959050086624473,0.0260492305707812,0.04396446600783847
winequality,3,664,CheapBetterLGBMClassifier,0.021539068245132683,0.017029360466556242,0.01443667192517371,2.02167010307312,0.002592688541382543,0.0039938110261942324,0.0007757055457997972,0.004769517802765769,0.029673063378856623,0.05121213162398931
winequality,3,664,XT,0.018983815150370655,0.024534884755124962,0.01658327620099064,3.6263628005981445,0.00795160855413432,0.0050620478312773136,0.001506063425819229,0.006568112487868283,0.029071558039235647,0.0480553731896063
winequality,3,664,RF,0.021548180503816967,0.002841027289379583,0.01707927304777116,4.886022329330444,-0.014238245758391565,0.005345908239874566,0.000831912391668195,0.006177821862314502,0.029826855195033086,0.05137503569885006
winequality,3,664,tabICL,0.01564934504795357,0.016076976639742325,0.01490288703561607,3.3189663887023926,0.0011740817246482405,0.0041834415231924065,0.0006674162414166851,0.00485085776460909,0.023783340181677506,0.03943268522963107
winequality,3,664,PartitionWise,0.017894730705909617,-0.04196851604912677,0.009440670011505748,0.14081835746765137,-0.051409186060632474,0.0021240497063762993,0.0010952536581758572,0.003219304595323902,0.026028725839633553,0.04392345654554317
winequality,3,664,TabPFN,0.013842555635419243,0.010507675789339772,0.01301155075112479,2.8718979358673096,-0.0025038828412630386,0.0037192436746041726,0.0004108168628753531,0.004130060537479524,0.021976550769143184,0.03581910640456242
winequality,3,865,BetterCatBoost,0.0011560668835061134,-0.0006529915489017879,-0.0020105069990971392,7.6717541217803955,0.0013575154501953624,-0.0007947666281954938,0.0006850983335901465,-0.00010966845115367996,0.03179192887565304,0.03294799575915915
winequality,3,865,CheapBetterLGBMClassifier,0.0001156033808096292,0.0039461331877411465,-0.0017642773990748316,2.0085268020629883,0.005710410586815989,-0.0006036787791549967,0.0010267987030227466,0.00042311976731942145,0.030751465372956553,0.030867068753766186
winequality,3,865,XT,0.006358376403764493,-0.018234958628893135,0.00039232777907796115,3.6422266960144043,-0.018627286407971087,-0.0003851122390842954,0.001371098422444285,0.0009859860268116485,0.03606938268407921,0.04242775908784371
winequality,3,865,RF,0.0010404566119861054,0.001033507271515588,-0.0042301953598082535,4.839964389801025,0.005263702631323852,-0.0014920229648389515,0.0016000515374089586,0.00010802841602167573,0.030520248964342772,0.031560705576328875
winequality,3,865,tabICL,0.007976876380126601,0.011603261630678902,0.0019783634728070707,3.4037277698516846,0.009624884967878833,0.00048398616686032845,0.0015886641296508324,0.002072650296511158,0.038612738372273525,0.04658961475240013
winequality,3,865,PartitionWise,-0.0016185019057610133,-0.008211704632903355,-0.0020541695001739246,0.1421663761138916,-0.006157535132729419,-0.00047529766617248617,0.0011046195173385024,0.0006293216946176835,0.02901736008638591,0.027398858180624895
winequality,3,865,TabPFN,0.003583812575808839,0.00871817263339621,-7.15636047343926e-05,2.860093832015991,0.008789723048137599,-0.0002466983414884938,0.0016077877756819196,0.0013610894341934243,0.034219674567955764,0.0378034871437646
winequality,3,1127,BetterCatBoost,0.003908355673974712,0.009128897437509869,0.004921765527327588,7.411010980606079,0.004207131910182266,0.001497558309777851,0.000795028906465789,0.0022925872156568244,0.03201457420609811,0.03592292988007282
winequality,3,1127,CheapBetterLGBMClassifier,0.0020456210650291176,0.003633601528863678,0.002651965162109782,2.0325160026550293,0.0009816363667539407,0.000667687383243619,0.0004789456595922975,0.0011466330422490998,0.030151839597152518,0.03219746066218163
winequality,3,1127,XT,-0.0008755219346068017,-0.006275097247741029,-0.0010745746194879113,3.658208131790161,-0.005200522628253096,-0.00021307877140050446,0.00015846406701311989,-5.4614704974198514e-05,0.025900509456383208,0.02502498752177641
winequality,3,1127,RF,-0.0008794552832109267,-0.015889598108345428,-0.0035779729820387294,4.510422229766846,-0.012311625126306663,-0.0008626414503036028,0.0007707495253328006,-9.18919255576217e-05,0.027673567258034014,0.026794111974823086
winequality,3,1127,tabICL,0.004523497974860868,0.008907069230225195,0.005590050762588605,3.715445041656494,0.0033170058746478047,0.001795866372336649,0.0008707613219152435,0.002666627694251897,0.03262971650698426,0.03715321448184513
winequality,3,1127,PartitionWise,-0.0006238019721932352,0.006921822437329528,-0.0012042057548612873,0.1596519947052002,0.008126028192190864,-0.00025776636101434574,0.0012513309509863042,0.000993564589385139,0.02748241655993016,0.026858614587736925
winequality,3,1127,TabPFN,0.0048818070225073295,0.0077742495357661975,0.003934440790524252,2.93752384185791,0.003839796152253183,0.0009109785487598776,0.0009215496012445576,0.0018325281500044352,0.03298802555463073,0.03786983257713806
winequality,3,1469,BetterCatBoost,0.007418674922648716,0.012935287748746532,0.004728210329960658,10.867746829986572,0.008207077418785864,0.001163973988542659,0.0012737478582112716,0.002437722407523377,0.02641988285589062,0.033838557778539335
winequality,3,1469,CheapBetterLGBMClassifier,0.01279259222982122,0.015300109983257959,0.005115578094963441,3.103423595428467,0.010184531888294535,0.001081221168711119,0.0015541617727364884,0.0026353835022170534,0.03179380016306312,0.044586392392884346
winequality,3,1469,XT,0.008710262241302856,0.008771354779496743,0.0033862401375818864,3.6445486545562744,0.005385114641914846,0.000582848197998366,0.0009532839642654404,0.001536132723033258,0.027234815072959058,0.03594507731426191
winequality,3,1469,RF,0.012726885614649552,0.0032528068974585823,0.0035493743182634153,3.7579545974731445,-0.0002965674208048275,0.0005050093582531431,0.0012150437717151504,0.0017200536907377496,0.03166006599640913,0.044386951611058684
winequality,3,1469,tabICL,0.011705551429825678,0.023936177021951322,0.010102084883525592,4.176568031311035,0.013834081694249555,0.002946597040995605,0.0016081959697312673,0.004554793010726875,0.030706759363067583,0.04241231079289326
winequality,3,1469,PartitionWise,0.013815556183128361,0.011475535820264593,0.004650647062928987,0.16514205932617188,0.006824888757335607,0.0009801999096088962,0.0011107379255812344,0.002090938395959578,0.032816764116370266,0.046632320299498625
winequality,3,1469,TabPFN,0.010276748297320846,0.014688061471549501,0.0068265378574737965,3.087118625640869,0.007861513169899553,0.0017073441885544216,0.0011773082869991126,0.002884652475553541,0.02927795623056275,0.0395547045278836
winequality,3,1914,BetterCatBoost,0.02240837059765653,0.025229591860833456,0.012050928057477206,9.153575897216797,0.013178663803356283,0.003221453964522417,0.0018348189221714857,0.005056274025620705,0.03203205990777959,0.05444043050543611
winequality,3,1914,CheapBetterLGBMClassifier,0.021783378743057004,0.0220595568278243,0.01011623017441573,2.418565034866333,0.011943326653408564,0.0023513751838041387,0.0017265844043465983,0.004077960727077554,0.03140706805318006,0.053190446796237065
winequality,3,1914,XT,0.02136507677663308,0.034731094940088865,0.02143956616233673,3.3823957443237305,0.013291528777752155,0.0066055776859713896,0.0021380810085358136,0.008743659833434014,0.032086328492787704,0.05345140526942079
winequality,3,1914,RF,0.02481250819828389,0.026702517431481936,0.017552788510582184,2.910564422607422,0.009149728920899764,0.005382183825007239,0.0019547958998518884,0.007336980863785926,0.034646168192084825,0.059458676390368705
winequality,3,1914,tabICL,0.02575478259109775,0.04513373257713245,0.023404128517339817,4.684331893920898,0.02172959582874188,0.008006580327008388,0.0027043297228497493,0.010710910049858132,0.03537847190122081,0.061133254492318566
winequality,3,1914,PartitionWise,0.019902798486711185,0.016483008447266755,0.008276988117117056,0.16266989707946777,0.008206020330149716,0.0018584277270608184,0.0013368026339075467,0.003195231499895168,0.029526487796834238,0.04942928628354542
winequality,3,1914,TabPFN,0.020531620177779673,0.024426948502604445,0.00956799959617034,3.574315309524536,0.014858940675383386,0.002385829209820203,0.002017615406762063,0.0044034446165822595,0.03015530948790272,0.05068692966568239
winequality,3,2494,BetterCatBoost,0.016160346649049816,0.021852486542093836,0.011410439605747658,11.02820873260498,0.010442046936346172,0.0030287541509214006,0.0014631232545447403,0.004491878336807004,0.029151010405274614,0.04531135705432444
winequality,3,2494,CheapBetterLGBMClassifier,0.01640259846914823,0.01991408667361456,0.00978430421403631,2.751073122024536,0.010129782459578286,0.002411867296484088,0.001443771565250751,0.0038556397930757046,0.029393262225373022,0.045795860694521254
winequality,3,2494,XT,0.019727962654365765,0.03533015290456758,0.015657040987838898,2.4908785820007324,0.019673111916728714,0.004873354981734729,0.002254482743729039,0.007127838656804636,0.03235734141026175,0.052085304064627524
winequality,3,2494,RF,0.016119299162626836,0.0225976276190483,0.011613174201964704,2.781001091003418,0.010984453417083585,0.003682132411650341,0.001505022699141878,0.005187156042133076,0.02874875820967455,0.04486805737230138
winequality,3,2494,tabICL,0.019929412354091368,0.03752323783344684,0.017426622439710594,5.495936870574951,0.020096606368068416,0.005551109859102921,0.0023769998796623034,0.007928109738765225,0.03292007611031617,0.05284948846440753
winequality,3,2494,PartitionWise,0.013231839098430193,0.011528727618881157,0.004664000757370312,0.1842665672302246,0.006864726861510873,0.00101646159108576,0.001123990495369348,0.002140453017795968,0.026222502854654987,0.039454341953085184
winequality,3,2494,TabPFN,0.016682114822934704,0.021384949755056615,0.009907187111032223,4.321870565414429,0.011477753618356573,0.002378815539081272,0.0016529011364307261,0.004031716675512001,0.029672778579159502,0.046354893402094206
winequality,3,3250,BetterCatBoost,0.02298460905368511,0.03464353252856307,0.01590413031435477,11.97232985496521,0.018739402214208323,0.004365767173314858,0.002496481361631517,0.006862249318690156,0.038369248280158405,0.061353857333843534
winequality,3,3250,CheapBetterLGBMClassifier,0.02529230183821458,0.03424822768782,0.014924761634854932,3.026794910430908,0.01932346605296508,0.003931497176357657,0.0026134696118826047,0.0065449675719840335,0.040676941064687874,0.06596924290290244
winequality,3,3250,XT,0.02495383933874277,0.051148181300043574,0.023470806218880914,2.334351062774658,0.027677375081162685,0.007411366737623751,0.003091770156427168,0.010503137677794693,0.04055386286515456,0.06550770220389732
winequality,3,3250,RF,0.023999992737403282,0.04297711794056361,0.020718482321900246,2.945542097091675,0.022258635618663397,0.006749671011128028,0.0027528812675382793,0.00950255306241008,0.03920001631516677,0.06320000905257005
winequality,3,3250,tabICL,0.024615379700293906,0.05422862333857383,0.02696182519129251,6.586780309677124,0.027266788556627362,0.00864539621244246,0.0032151189100918993,0.011860515122534363,0.0400000189267672,0.0646153986270611
winequality,3,3250,PartitionWise,0.017384608598855825,0.016649177457896448,0.006054777811850254,0.18086791038513184,0.010594399646046204,0.0013153923425884256,0.0015804807253222363,0.002895873851654429,0.032769247825329126,0.05015385642418494
winequality,3,3250,TabPFN,0.022738456616034873,0.03657026236586546,0.01529773361747928,5.433135032653809,0.021272519157732206,0.004151983968626993,0.002746045570076741,0.006898029538703737,0.03812309584250817,0.06086155245854304
winequality,4,300,BetterCatBoost,0.010333323081334434,-0.02094603530128005,-0.017577946590531513,5.498796701431274,-0.0033680887107485403,-0.0068096610139495636,-0.0002777813234141627,-0.007087441016127444,0.01700001358985901,0.027333336671193437
winequality,4,300,CheapBetterLGBMClassifier,-0.00033334136009216325,-0.013620814611225556,-0.00029461208886465975,1.4197607040405273,-0.013326202522360891,-0.00019764129130796226,-0.0010240097293998066,-0.0012216496994714803,0.0063333491484324125,0.006000007788340251
winequality,4,300,XT,0.010999991496404012,-0.0258569845475206,-0.022520040423487837,3.347785472869873,-0.003336944124032748,-0.009235408728643694,0.00044581349357852016,-0.00878959391382889,0.02166668136914571,0.03266667286554972
winequality,4,300,RF,0.008999991019566852,-0.030774128635936586,-0.018116476253014623,4.280481576919556,-0.012657652382921925,-0.00897344576568073,-0.00026655687679185,-0.009240001321236287,0.013666681051254273,0.022666672070821133
winequality,4,300,tabICL,0.014333327213923136,-0.0028140677449141837,-0.005189919877207888,2.913231611251831,0.0023758445991044373,-0.0021683301373074475,0.0004047903929070604,-0.0017635397444003844,0.021000017722447712,0.03533334493637085
winequality,4,300,PartitionWise,-0.0023333418369293223,-0.08595858388109094,-0.007665808611566588,0.1362626552581787,-0.07829277526952436,-0.002063833073673617,-0.001506752971387737,-0.0035705847238250545,0.004333348671595254,0.002000006834665931
winequality,4,300,TabPFN,0.015333327452341717,-0.004984352199392139,-0.005551607368545352,3.1994760036468506,0.0005672476359639356,-0.0026651878934353624,0.0002893813068900825,-0.0023758065865452744,0.022000017960866293,0.03733334541320801
winequality,4,391,BetterCatBoost,-0.011596892960309132,-0.019422031415839473,-0.00402927500307656,5.858802795410156,-0.015392756412762864,-0.0008462528578971201,-0.0008910925564579314,-0.001737344490535056,0.0015157566524023989,-0.010081136307906732
winequality,4,391,CheapBetterLGBMClassifier,-0.005170404709844147,-0.005228604983505469,-0.002247742396866281,1.635617971420288,-0.002980862586639166,-0.0005434149731854132,-0.00039599388648752507,-0.0009394079358529456,0.007942244902867383,0.002771840193023236
winequality,4,391,XT,-0.0002953666365405873,-0.008317075450005883,-0.0023426511781845295,3.237170457839966,-0.005974424271821305,-3.631380924679906e-05,-0.00019618578443524187,-0.0002324986698620496,0.01458618899360565,0.014290822357065067
winequality,4,391,RF,0.007069125348815125,-0.023665470897505425,-0.002500428703046842,4.3536155223846436,-0.021165042194458538,-0.0007081559240003116,-0.001132408872177315,-0.001840563872357634,0.01839339413916821,0.025462519487983337
winequality,4,391,tabICL,-0.00028562405712223023,0.002914076341174787,0.005731008517555747,2.858292818069458,-0.002816941230837916,0.0020261461967442176,-0.0002739701794129953,0.0017521760173312196,0.012827025555589297,0.01254140149846707
winequality,4,391,PartitionWise,0.002005831764255859,-0.008837908195081618,-0.0028425130542309384,0.13990473747253418,-0.005995395140850684,-0.0007056310039123881,-0.00030343633936687626,-0.0010090664194592717,0.015118481376967387,0.01712431314122325
winequality,4,391,TabPFN,0.004595907242876181,0.0009137389870855883,-0.0001652155910447539,3.1083109378814697,0.0010789455236733692,-8.406577585280406e-05,0.0002842135379557631,0.00020014776210296043,0.01770855685558771,0.022304464098463893
winequality,4,509,BetterCatBoost,-0.0033449851686666136,0.005805016534148971,-0.0029690363964489873,6.391190528869629,0.008774052930597964,-0.0007543102245571878,0.0012736152791575472,0.0005193052248745472,0.02198992510301075,0.018644939934344136
winequality,4,509,CheapBetterLGBMClassifier,-0.0006134769981797517,-0.0012179237321435165,-0.0028768613671902423,1.7325215339660645,0.0016589376350467366,-0.0006650938139745752,0.00035216357093915686,-0.00031293007276123747,0.024721433273497607,0.02410795627531786
winequality,4,509,XT,0.0072393647607519335,0.0011276812309631234,-0.0004811369140825583,3.3025972843170166,0.0016088181450457039,-0.00010180478210791572,0.0008252794949472411,0.0007234748831135118,0.03198603959806543,0.039225404358817356
winequality,4,509,RF,-0.004909732593561557,-0.0191566694964863,-0.012371512363929055,4.2806360721588135,-0.0067851571325572456,-0.00423333156223691,0.0003075237193696831,-0.0039258076725930445,0.019052628331266776,0.014142895737705219
winequality,4,509,tabICL,0.004907782317087318,0.014588060614092091,0.0029700762514553005,2.925956964492798,0.011617972423685934,0.0011671098195041002,0.001527252417161247,0.0026943622366653415,0.03024269258876468,0.035150474905852
winequality,4,509,PartitionWise,0.004317604576678119,-0.042648500086192524,-0.0030520017721646863,0.14028358459472656,-0.03959649831402785,-0.0007457015425654412,0.00013210237284463634,-0.0006135989994466212,0.02965251484835548,0.0339701194250336
winequality,4,509,TabPFN,0.0013764297422958196,0.0046114755978326535,-6.118884889719234e-05,2.885723114013672,0.004672652507778985,0.00011922371749307353,0.000838485286096069,0.0009577090035891398,0.026711340013973177,0.028087769756268997
winequality,4,664,BetterCatBoost,0.01026656899535865,0.007993496418988366,0.00251996860487827,8.107163667678833,0.005473527814110102,0.0007274231578794629,0.0007816820356064541,0.001509106147526061,0.02288905809126076,0.03315562708661941
winequality,4,664,CheapBetterLGBMClassifier,0.015230113968650363,0.014292604000981557,0.00465816897368419,1.9592149257659912,0.009634435027297389,0.0007912868861842143,0.0014567307822679065,0.002248018622492268,0.027852603064552478,0.04308271703320284
winequality,4,664,XT,0.001844375499915251,0.0017893571938147278,0.002602716667166133,3.589860677719116,-0.0008133594733513661,0.001202131143881427,5.2619739106862795e-05,0.0012547518370284324,0.013411954342028794,0.015256329841944046
winequality,4,664,RF,0.008015485126571846,0.005632938409719473,0.0041471861137523935,4.834763765335083,0.0014857522959671522,0.0010187469257603651,0.00042814086515430836,0.0014468887449548232,0.020797463532432822,0.028812948659004668
winequality,4,664,tabICL,0.01599224890845597,0.023578519240868467,0.014284551790727656,3.1232714653015137,0.00929395851136341,0.00493274065873354,0.0010962536329979053,0.006028994291731449,0.02861473800435808,0.04460698691281405
winequality,4,664,PartitionWise,0.007996118175980713,0.004179865784307702,-0.0010600490277891672,0.1578969955444336,0.005239914812096907,-0.00031935288953384986,0.0008668203553511402,0.0005474684198574261,0.020618607271882826,0.02861472544786354
winequality,4,664,TabPFN,0.012820683236707719,0.008417776968118185,0.0017905297914798447,2.895467758178711,0.006627238237860933,0.00021985900936544872,0.00106776492520992,0.0012876239345753701,0.025443172332609832,0.03826385556931755
winequality,4,865,BetterCatBoost,0.016647393165985284,0.018367151874187127,0.009684315270858307,7.677814722061157,0.008682836603328841,0.002570803951132283,0.0015703731832883024,0.004141177548078551,0.03803470024483742,0.05468209341082268
winequality,4,865,CheapBetterLGBMClassifier,0.017572248877817494,0.013456821342850561,0.005343868892444964,2.039297103881836,0.008112952450405586,0.0012237202846076614,0.0015159002568169127,0.002739620955082525,0.038959555956669625,0.05653180483448712
winequality,4,865,XT,0.018034675355591525,0.026711017566640034,0.016011138021812827,3.5880072116851807,0.010699879544827212,0.004948027845815393,0.0017798069081146825,0.006727835167588028,0.03884394733892011,0.056878622694511626
winequality,4,865,RF,0.011098259170620428,0.0064558064485294945,0.004682062806557852,4.756989240646362,0.0017737436419716535,0.0009804491688725548,0.001225548719290022,0.0022059983018205232,0.03156071053764035,0.042658969708260774
winequality,4,865,tabICL,0.01861271182925715,0.026471891009597414,0.01568177958332731,3.3414154052734375,0.010790100418966631,0.00471613444818582,0.0020627149504597016,0.006778849398645523,0.04000001890810928,0.05861273073736643
winequality,4,865,PartitionWise,-0.0004624339197412394,-0.021944070597823783,-0.0011629083067809022,0.14353203773498535,-0.020781162291042866,-0.00027435013878160803,0.0002830441406159345,8.69441549228439e-06,0.02092487315911089,0.02046243923936965
winequality,4,865,TabPFN,0.018265892039833732,0.02469990162503294,0.012665110517016697,2.88543963432312,0.012034780100712772,0.0036384941568608914,0.0019267402897235025,0.005565234446584395,0.03965319911868586,0.057919091158519585
winequality,4,1127,BetterCatBoost,0.015083966968333825,0.024616564260947115,0.008665661542582803,8.484349489212036,0.0159509027183643,0.0023519547761077244,0.002180821519072551,0.004532776675790653,0.037007294645,0.05209126161333383
winequality,4,1127,CheapBetterLGBMClassifier,0.011091440457744467,0.019533186087541288,0.005753066092767362,2.1077592372894287,0.013780119994773892,0.0014647458102139146,0.0019428300777881366,0.0034075762686124446,0.033014768134410635,0.044106208592155104
winequality,4,1127,XT,0.019251910994538164,0.02675316287306313,0.011657285829791858,3.6191699504852295,0.015095877043271266,0.0035352245729567493,0.002813502296107627,0.006348727249674772,0.041617716229887955,0.06086962722442611
winequality,4,1127,RF,0.0095846539551764,0.02138043636210769,0.005025595356482554,4.758455753326416,0.016354841005625138,0.0017212031155111023,0.002100228659048746,0.0038214321551702374,0.031061176987875878,0.04064583094305228
winequality,4,1127,tabICL,0.014636770068368377,0.03472024937911748,0.011820128233173433,3.6605443954467773,0.02290011001213795,0.0037217118566337344,0.0026875603519736337,0.006409272208607368,0.03656009774503455,0.05119686781340292
winequality,4,1127,PartitionWise,0.006562431855422088,0.0010146933671423054,0.0007748478404739467,0.16158199310302734,0.00023984552666834747,0.00011412466023579538,0.0013437432200569283,0.0014578682609031237,0.02848575953208826,0.03504819138751034
winequality,4,1127,TabPFN,0.015523691754542737,0.0251229304062792,0.0066265347912499,2.9195425510406494,0.018496384481223215,0.0015860659202438052,0.002395258896369902,0.003981324816613706,0.037447019431208914,0.052970711185751654
winequality,4,1469,BetterCatBoost,0.02192054381732233,0.0230177854253436,0.009332879691049845,8.607035398483276,0.013684905734293823,0.0023311467277586815,0.0019442134783460296,0.004275361102976287,0.03547028788856892,0.05739083170589125
winequality,4,1469,CheapBetterLGBMClassifier,0.02212671361079478,0.0215559512991898,0.007142182709303268,2.223940372467041,0.014413768589886583,0.001578445899948197,0.0019830810040131373,0.0035615278008329144,0.035676457682041376,0.05780317129283615
winequality,4,1469,XT,0.027292835089138025,0.03928157171240584,0.019106761267860123,3.7551140785217285,0.02017481044454571,0.005348332991101508,0.002591996812337244,0.007940330700310338,0.0400257880854719,0.06731862317460993
winequality,4,1469,RF,0.024093930191426992,0.030077209089840146,0.01225874872246004,3.9022133350372314,0.017818460367380096,0.0035389240822971957,0.002448734705067343,0.005987659684236105,0.03668990003420814,0.060783830225635126
winequality,4,1469,tabICL,0.03036102603934407,0.04140844283989285,0.02035804462760517,4.340779066085815,0.021050389054675028,0.00627422197535603,0.0027687584538751307,0.009042980429231162,0.04391077011059066,0.07427179614993473
winequality,4,1469,PartitionWise,0.017912277599996407,0.01100385558870406,0.004776305202914055,0.1591331958770752,0.006227550385790026,0.000956138366910983,0.001123721542105416,0.002079860805887973,0.031462021671243,0.04937429927123941
winequality,4,1469,TabPFN,0.026140784685048934,0.026067207606437486,0.007457459610571693,3.0908548831939697,0.018609738838253127,0.0013901140109827737,0.002467482221287906,0.003857596232270681,0.03969052875629553,0.06583131344134446
winequality,4,1914,BetterCatBoost,0.013479276769213663,0.018662631273075436,0.009130588188557987,8.852370262145996,0.009532043084517466,0.00261240015462984,0.0013425102747086416,0.003954911408048467,0.025701629155355475,0.03918090592456914
winequality,4,1914,CheapBetterLGBMClassifier,0.01227631879752703,0.0158037689055621,0.007245927305734856,2.2593166828155518,0.008557841599827254,0.0019572588905817007,0.0011931348907878697,0.0031503947600795583,0.024498671183668837,0.03677498998119587
winequality,4,1914,XT,0.020484320044610406,0.04024457644492019,0.0213452447391546,3.5091686248779297,0.01889933170576561,0.007248120750937318,0.0021813754667004692,0.009429497196347768,0.0335439583674205,0.05402827841203091
winequality,4,1914,RF,0.017346238960413533,0.0366021162059699,0.016116455879603076,2.8068268299102783,0.02048566032636684,0.005621929829930048,0.0022800890153207827,0.007902019823960818,0.028836563652887216,0.046182802613300745
winequality,4,1914,tabICL,0.017868297963390546,0.04633610970806808,0.025234734749243322,4.571761846542358,0.021101366114480942,0.00877176143633292,0.002215809872730312,0.010987571309063231,0.030090650349532354,0.0479589483129229
winequality,4,1914,PartitionWise,0.009773345476308022,0.00843364414777802,0.003378877525110957,0.16869044303894043,0.005054766622667062,0.0007184591496252224,0.0007916284029160697,0.0015100885312512775,0.021995697862449832,0.03176904333875785
winequality,4,1914,TabPFN,0.017975060651807935,0.025655945923070623,0.011360804627567667,3.5796639919281006,0.014295132451159136,0.003216903462807724,0.0017180714434927359,0.004934974906300455,0.030197413037949743,0.048172473689757675
winequality,4,2494,BetterCatBoost,0.01735969351526343,0.018962032812393413,0.008586310933594687,10.174549341201782,0.010375721878798738,0.002157534172125536,0.0015242253317459542,0.0036817604351131183,0.03035196691648102,0.04771166043174445
winequality,4,2494,CheapBetterLGBMClassifier,0.015032387843881407,0.016308021211581637,0.006457072046859458,2.6557888984680176,0.009850949164722188,0.0014552256608024922,0.0013816892882951765,0.0028369158803392912,0.028024661245098996,0.043057049088980406
winequality,4,2494,XT,0.020243371009726882,0.0376943116437857,0.01925643576620434,2.516505002975464,0.018437875877581368,0.006094415764711642,0.0020863029929834463,0.008180719688936702,0.03255412046294783,0.05279749147267472
winequality,4,2494,RF,0.020322645471171467,0.031719531107917615,0.016367875788011375,2.7440404891967773,0.015351655319906232,0.005199010719905384,0.00195931289498289,0.0071583245461299015,0.032512832485687614,0.05283547795685909
winequality,4,2494,tabICL,0.023169948802850244,0.04354303157400344,0.022491239206554447,5.400811672210693,0.02105178334140124,0.0072064474037968505,0.0023760099966557923,0.009582457400452642,0.03616222220406784,0.05933217100691808
winequality,4,2494,PartitionWise,0.013470629321133933,0.01075877916943051,0.0040936384655339,0.18166089057922363,0.006665140703896633,0.0008429525513692554,0.001064694551312148,0.0019076480339230346,0.02646290272235153,0.03993353204348546
winequality,4,2494,TabPFN,0.022849146574859168,0.027704987078318494,0.011384700837662232,4.327882766723633,0.016320277214608492,0.0030112116841421233,0.0021625325405913386,0.005173744224733462,0.03584141997607676,0.05869056655093593
winequality,4,3250,BetterCatBoost,0.02409230147875272,0.03345631943360468,0.01817861407198935,13.706721782684326,0.015277705361615357,0.005453270634088278,0.0021469628984075173,0.0076002343921208635,0.03824617147445678,0.06233847295320951
winequality,4,3250,CheapBetterLGBMClassifier,0.021969224783090442,0.034912911999211135,0.019734827156665614,3.2868332862854004,0.01517808484254552,0.005976152559022738,0.0020841757524747845,0.00806032917112259,0.03612309477879451,0.05809231956188495
winequality,4,3250,XT,0.028123069983262285,0.06438658214712259,0.03972336741862266,2.3341312408447266,0.024663214728499923,0.013203035037810834,0.0028378794822552763,0.016040915379691174,0.04215386287982647,0.07027693286308875
winequality,4,3250,RF,0.026461530905503496,0.05064882585538859,0.03185319190856069,2.9360647201538086,0.01879563394682789,0.011114433328409121,0.0027593017044774985,0.013873735892511688,0.040984631391671994,0.06744616229717548
winequality,4,3250,tabICL,0.02876922530394334,0.06667403533471764,0.04026576830923014,6.499976634979248,0.026408257725299124,0.01344760267898335,0.0029671129339778335,0.016414715612961185,0.0429230952996474,0.07169232060359074
winequality,4,3250,PartitionWise,0.01316922503251296,0.009815901918019477,0.003172540104493293,0.17302823066711426,0.006643361813526205,0.0006398660023664626,0.0010803678836157292,0.0017202347456072686,0.02732309502821702,0.04049232006072998
winequality,4,3250,TabPFN,0.028030763736137977,0.04583745217688555,0.025629681926935915,5.4371018409729,0.020207760949761278,0.007812580633048825,0.0026590486293421563,0.010471629262390984,0.042184633731842044,0.07021539746798001
winequality,5,300,BetterCatBoost,0.034666656653086346,0.017592293824443005,0.007122231068719997,6.970875263214111,0.010470062755722997,0.0011216724918587662,0.001419755421848004,0.0025414298514786077,0.031333347161610924,0.06600000381469726
winequality,5,300,CheapBetterLGBMClassifier,0.035999991099039716,0.007975277781535523,0.010903108202216249,1.4606761932373047,-0.0029278304206807547,0.001595449992488057,0.0005764481856892379,0.002171900115949124,0.032666681607564294,0.06866667270660401
winequality,5,300,XT,0.027666656573613484,0.01006593817865722,0.008271317889063889,3.532750368118286,0.0017946202895932962,0.0007098869511170641,0.0009856647288948334,0.0016955536177837294,0.026333346764246625,0.054000003337860106
winequality,5,300,RF,0.02533332347869873,-0.03544302414348903,0.003965717425999682,4.4629106521606445,-0.03940874156948878,-0.0005451871229570166,0.000460442506672612,-8.4742678512581e-05,0.026666680177052815,0.052000003655751546
winequality,5,300,tabICL,0.0313333249092102,0.02424518791759926,0.016147520956923976,2.947234869003296,0.008097661787519028,0.0034806748914221947,0.0012669301279796263,0.004747605019401818,0.02800001541773478,0.059333340326945
winequality,5,300,PartitionWise,0.028666654427846265,0.03540509805206723,0.01430631312559375,0.15051674842834473,0.02109878492647347,0.003434078215892944,0.002068543106718543,0.005502623260383313,0.02533334493637085,0.05399999936421712
winequality,5,300,TabPFN,0.032333324352900185,0.02843772412001383,0.014240448591640021,3.336411714553833,0.014197270355217572,0.0029674651287496107,0.0016500236605194647,0.00461748878926907,0.029000014861424766,0.061333339214324954
winequality,5,391,BetterCatBoost,0.017630621652562913,0.0090134785534982,0.013938829060492042,6.459230184555054,-0.004925350506993831,0.0030249014861059354,-0.0007068895193301228,0.0023180154219734905,-0.010314826754848898,0.007315794897714013
winequality,5,391,CheapBetterLGBMClassifier,0.03732553121912831,0.004004270088208817,0.013893804789324704,1.6682488918304443,-0.00988953470111591,0.002451257164879317,-0.001033443190922756,0.0014178174291542556,0.009380082811716504,0.04670561403084482
winequality,5,391,XT,0.024031146762046825,-0.010772449092669955,0.007648061200180123,3.4593024253845215,-0.01842051029285017,0.0012800001511350328,-0.0016166315341042403,-0.0003366279277715184,-0.002401805945473497,0.02162934081657333
winequality,5,391,RF,0.03272313013048924,-0.01727087906816127,0.012583048839670064,4.537642002105713,-0.02985392790783139,0.002111082050951113,-0.0018533353459979224,0.00025775016015087694,0.003758531853348665,0.036481661983837906
winequality,5,391,tabICL,0.03704964792291208,0.01241948360295082,0.019059606214348677,2.9458134174346924,-0.006640121976007917,0.004512569769105759,-0.000718774513871312,0.0037937952552344473,0.009104199515500266,0.04615384743841233
winequality,5,391,PartitionWise,0.027679311358592064,-0.0012788167024775144,0.00802787214039935,0.1408240795135498,-0.009306688842876897,0.0013092758217428308,-0.0011193885390612195,0.00018989073787929468,-0.0002661370488197465,0.027413174309772314
winequality,5,391,TabPFN,0.03785782788179788,0.012363620568277245,0.01904653620877944,3.0479161739349365,-0.006682915005112244,0.00405342282826508,-0.0006816143063993557,0.003371808521865727,0.009912379474386075,0.047770207356183966
winequality,5,509,BetterCatBoost,0.01869926553539942,0.007446666478705788,0.008125083536942457,6.144739866256714,-0.00067841705823668,0.0020204193221497525,-0.00011835477821305063,0.0019020673821544486,0.0007610249625805675,0.01946029049797999
winequality,5,509,CheapBetterLGBMClassifier,0.019487466874156874,0.0064674969330963394,0.011856839201874792,1.7782161235809326,-0.005389342268778452,0.0030687755471613953,-0.0007125728660110798,0.002356205519368057,0.0015492263013380185,0.021036693175494888
winequality,5,509,XT,0.02300522985145482,-0.006069534575167579,0.00230532462512576,3.3016843795776367,-0.00837485920029336,3.293057277040934e-05,-0.0006516458848753598,-0.0006187124738872174,0.005257242708570909,0.02826247256002572
winequality,5,509,RF,0.01929527113354801,-0.011492978095920226,0.00198331206379746,4.434373617172241,-0.013476290159717708,-0.0006108253322318514,-0.001266020871393611,-0.0018768433654077182,-0.0002154800063821783,0.01907979112716583
winequality,5,509,tabICL,0.01552513087057322,0.015908140441857732,0.016835842533161737,3.0294065475463867,-0.0009277038176481623,0.0051001513010689335,-0.00029232557726466545,0.004807825723804263,-0.00241310970224563,0.01311202116832759
winequality,5,509,PartitionWise,0.022232565567854932,0.006112678284683815,0.010973918636116709,0.1423206329345703,-0.004861240351432849,0.0027108822011945727,-0.0005511972432125867,0.0021596877961997272,0.004294324995036078,0.026526890562891016
winequality,5,509,TabPFN,0.0188701132250582,0.004764672759927513,0.008715796297767864,2.8344476222991943,-0.003951125264184507,0.0018928015761372514,-0.0005550842655078075,0.0013377173106294382,0.0009318726522393475,0.019801985877297545
winequality,5,664,BetterCatBoost,0.034637718485601675,0.02608599997534039,0.02471489153763402,7.154667854309082,0.001371108437706392,0.007276313967262743,0.00027828270716305503,0.007554599763653952,0.012628172949469153,0.047265891435070824
winequality,5,664,CheapBetterLGBMClassifier,0.040077454401708505,0.0274203582276366,0.023997072253650286,1.9699947834014893,0.003423285973986312,0.0069066368910190214,0.0006646611440011191,0.007571301124248309,0.01806790886557599,0.0581453632672845
winequality,5,664,XT,0.04352926693247293,0.031408673942420196,0.024576281400414624,3.621229648590088,0.006832392542005605,0.006613391381797879,0.0010577251961316925,0.0076711196671577445,0.02046481114255184,0.06399407807502477
winequality,5,664,RF,0.0357108568420006,0.02447598501003312,0.019522928403978613,4.848189353942871,0.004953056606054507,0.005367557225700567,0.0005357057535859356,0.005903266068514676,0.012648679475953786,0.04835953631795438
winequality,5,664,tabICL,0.03433696904658294,0.02795051889846254,0.022350003975790768,3.2325732707977295,0.005600514157169045,0.005951083903134086,0.0006734875492106079,0.006624571452344685,0.012327423510450413,0.04666439255703335
winequality,5,664,PartitionWise,0.013249017600726365,-0.005429099878516963,-0.002909966908508632,0.15293169021606445,-0.0025191329700082867,-0.0009679341186045381,-0.00040151409298375406,-0.001369445122360119,-0.008760527935406156,0.004488489665320209
winequality,5,664,TabPFN,0.03311801263508696,0.021159137957259676,0.01979682005664559,2.855067491531372,0.0013623171351113794,0.005348436876653604,0.00030579360493199204,0.005654230481585592,0.011108467098954439,0.044226479734041396
winequality,5,865,BetterCatBoost,0.040346808378407026,0.025166179693006996,0.021578466613159798,7.351548671722412,0.003587713079847221,0.0050737980616920005,0.0005834456605200323,0.005657246915625613,0.016647410254947023,0.056994218633354056
winequality,5,865,CheapBetterLGBMClassifier,0.03734102814183759,0.024636659553427687,0.0216569842003281,1.9105377197265625,0.002979675353099598,0.005306816074601503,0.0004870674217737958,0.0057938866897888856,0.013641630018377579,0.05098265816021517
winequality,5,865,XT,0.039190739565502,0.027706449922171094,0.016937409523613178,3.663949489593506,0.010769040398557961,0.003191184988988466,0.0012072286627200003,0.004398416845122058,0.017687872655129847,0.056878612220631855
winequality,5,865,RF,0.03803467047696858,0.013281012635975498,0.010250908385447089,4.736603260040283,0.0030301042505284648,0.0011006904482049108,0.0007314932741522395,0.0018321869157707476,0.01630058991426677,0.05433526039123535
winequality,5,865,tabICL,0.0495953663236144,0.03446528329699396,0.023973755144854857,3.420957565307617,0.010491527785447208,0.005693951840250016,0.0012877053051914584,0.0069816571454414805,0.025895968200154384,0.07549133452376879
winequality,5,865,PartitionWise,0.025317901131734682,0.004808998795470598,0.006987122944621393,0.15630888938903809,-0.002178124149150784,0.0015306058353050267,-0.00014652287129330866,0.0013840861574253127,0.001618503008274674,0.026936404140009355
winequality,5,865,TabPFN,0.0399999902427541,0.02936112492934372,0.02540387527125836,2.8839237689971924,0.003957249291393472,0.006350332384423021,0.0006198311404249674,0.006970163524847995,0.016300592119294095,0.0563005823620482
winequality,5,1127,BetterCatBoost,0.04100097211248872,0.030145138947560324,0.02466101869657823,8.146939039230347,0.0054841202509821165,0.00612129092448461,0.0008608125474668243,0.00698210653330929,0.019443473830452827,0.06044444594294155
winequality,5,1127,CheapBetterLGBMClassifier,0.034789761615948225,0.023439153720934004,0.02101878860715134,2.051121234893799,0.0024203651137826633,0.005228046461288482,0.00037590278138893983,0.00560395230403527,0.013232263333912328,0.048022024949860555
winequality,5,1127,XT,0.044469212225873675,0.046594370105452795,0.03538811791093628,3.615217447280884,0.011206252194516575,0.009975968532655042,0.0012846153151307381,0.011260586909143628,0.023439933903449405,0.06790914612932308
winequality,5,1127,RF,0.040204118643772865,0.0370610463679237,0.03345933119273954,4.299418687820435,0.0036017151751841724,0.009726973055762228,0.0006182251916739435,0.010345201308794008,0.017935115344404822,0.0581392339881777
winequality,5,1127,tabICL,0.044638732785437785,0.05028196597489717,0.04212565864571712,3.743175983428955,0.008156306456992678,0.012519978412347536,0.0010514670723336395,0.013571445484681172,0.02308123450340189,0.06771996728883967
winequality,5,1127,PartitionWise,0.02218759644676216,0.011155450798773748,0.014582933545062137,0.16268277168273926,-0.0034274827462883683,0.0035700015441989196,-0.00035671939426081825,0.0032132852112959492,0.0006300981647262644,0.022817694611488425
winequality,5,1127,TabPFN,0.04419546859829358,0.041940309788994566,0.033465918126322255,2.996067762374878,0.008474390790484931,0.009240930573390241,0.0011857301980354423,0.010426660771425678,0.022637970316257687,0.06683343891455126
winequality,5,1469,BetterCatBoost,0.04621925399865342,0.041306837391939154,0.03474077121866287,8.956973791122437,0.0065660661732763305,0.009085299791883624,0.0008592701562337296,0.009944573488715577,0.016888637734639635,0.06310789173329306
winequality,5,1469,CheapBetterLGBMClassifier,0.04512942499160236,0.03553947921449424,0.03176829329560528,2.1918320655822754,0.0037711859188889864,0.008108703642666627,0.0005592238675306782,0.008667931050795516,0.015798808727588563,0.06092823371919091
winequality,5,1469,XT,0.05186922767192159,0.05390048693431243,0.04490908136706677,3.4999282360076904,0.00899140556724568,0.012212895651691527,0.001089131866313897,0.013302031058603624,0.0237619399728266,0.0756311676447482
winequality,5,1469,RF,0.051257679151947885,0.04070424548118677,0.036787724608023153,3.572972297668457,0.003916520873163609,0.00994948936388251,0.0007254359533639509,0.010674928857844676,0.020837930729771637,0.07209560988171952
winequality,5,1469,tabICL,0.05078195518365806,0.06004481480165692,0.0457249905937388,4.2519612312316895,0.014319825170212287,0.013021968309504542,0.001397441668707855,0.014419409978212408,0.02145133891964426,0.07223329410330231
winequality,5,1469,PartitionWise,0.039541442487916884,0.02189401258337742,0.0209856304285573,0.16596269607543945,0.0009083821548201088,0.005110337145658108,0.0001983870709191815,0.005308727757175507,0.010210826223903091,0.049752268711819966
winequality,5,1469,TabPFN,0.05193795353365875,0.04434263246754692,0.035898382005828046,3.4873313903808594,0.008444251424013028,0.009045049181088522,0.0011205663534478271,0.010165615534536354,0.022607337269644968,0.07454529080330372
winequality,5,1914,BetterCatBoost,0.04854509212665251,0.037616797207753974,0.02948103246804885,9.798987865447998,0.008135764739705087,0.007160977049882261,0.0011833304864886291,0.008344310802447718,0.023667120534283527,0.07221221266093603
winequality,5,1914,CheapBetterLGBMClassifier,0.044991034093581767,0.0379843072863457,0.030745527248308833,2.364797592163086,0.007238780038036896,0.007886403346835097,0.0010430442528304245,0.008929450865742341,0.020113062501212777,0.06510409659479453
winequality,5,1914,XT,0.05240891246481601,0.06275243579978391,0.045574576778183204,2.9959964752197266,0.017177859021600694,0.013036078598872878,0.0019826772346089373,0.015018759099558654,0.02758466365448086,0.07999357611929686
winequality,5,1914,RF,0.04781415865377068,0.04758816464907071,0.041964851695196204,2.8735690116882324,0.005623312953874515,0.01256405525966146,0.0013307094107025742,0.013894767936440868,0.022361364167834914,0.0701755228216056
winequality,5,1914,tabICL,0.05413515961308875,0.07278112397488752,0.05156554504842675,4.678963899612427,0.021215578837916083,0.015186019989069904,0.00241254270313728,0.01759856269220719,0.02925718802071976,0.08339234763380851
winequality,5,1914,PartitionWise,0.028008951138024506,0.012238759102003893,0.01278176614886154,0.17350554466247559,-0.0005430070468577019,0.002910028954330857,-4.176831681538817e-05,0.0028682639035923054,0.0031309795456555254,0.031139930683680032
winequality,5,1914,TabPFN,0.05439557278227819,0.05192773946146356,0.03711055804513791,3.5844454765319824,0.014817181327780982,0.0093586722342624,0.0019685107400738895,0.011327182974336289,0.02951760118990921,0.08391317397218741
winequality,5,2494,BetterCatBoost,0.04646923194049512,0.04289113187831446,0.03290077201417998,12.568315982818604,0.00999035986413448,0.00852585997927903,0.0013322691708721828,0.009858132330972741,0.022974072644993977,0.06944330458548909
winequality,5,2494,CheapBetterLGBMClassifier,0.046227704843242234,0.036058438391337634,0.028881822192500472,2.890860080718994,0.007176616198837138,0.007145922545582481,0.0010402275351510948,0.008186153261555104,0.022732545547741095,0.06896025039098333
winequality,5,2494,XT,0.05280439334908099,0.07364460994678401,0.05449319156636977,2.3967554569244385,0.019151418380414266,0.01655859596302618,0.00207701529164325,0.018635614435490968,0.02926867070341474,0.08207306405249573
winequality,5,2494,RF,0.04995950620552095,0.05964737976798403,0.04649551270952758,2.7785141468048096,0.013151867058456446,0.014125272850938553,0.0017069793518475567,0.015832255383607635,0.02670434474899016,0.0766638509545111
winequality,5,2494,tabICL,0.054286877888368515,0.07629500610556703,0.056946311927793036,5.570551872253418,0.019348693762881043,0.017096002208124166,0.002170399973682527,0.01926640218180669,0.030791718592867355,0.08507859648123586
winequality,5,2494,PartitionWise,0.02522022647493699,0.013149354095374466,0.012336462355508337,0.17253375053405762,0.0008128917398661395,0.002911059004221597,0.00012514211992075696,0.0030362043049638856,0.001725067179435847,0.026945293654372836
winequality,5,2494,TabPFN,0.0528023834915501,0.05429265700856671,0.04192003854721414,4.319555044174194,0.012372618046459593,0.01144737268610794,0.0016777777900135737,0.013125150476121505,0.029307224196048955,0.08210960768759905
winequality,5,3250,BetterCatBoost,0.051107681017655594,0.047365648841786824,0.036581379551917204,14.653586149215698,0.010784269289869608,0.009616770614489779,0.0015196486885292431,0.011136422552904968,0.026492320244128887,0.07760000126178447
winequality,5,3250,CheapBetterLGBMClassifier,0.05107691221970778,0.04798816825459806,0.03764604692910979,3.319727897644043,0.010342121325488252,0.010117490349911787,0.0014398147152994728,0.0115573083150972,0.026461551446181075,0.07753846366588886
winequality,5,3250,XT,0.05990768186862653,0.09209531971534157,0.06770639864876091,2.2957231998443604,0.024388921066580683,0.02093102922874654,0.0026846873484046518,0.02361571982703714,0.03547693615693313,0.09538461802555964
winequality,5,3250,RF,0.05747691220503587,0.07456881114391688,0.05776673689464947,2.9428036212921143,0.01680207424926742,0.018328133502250814,0.002150683929601238,0.02047882068173799,0.03184616650067843,0.08932307870571429
winequality,5,3250,tabICL,0.06089229873510508,0.09654789478874767,0.07025195784782963,6.571360349655151,0.026295936790396345,0.021854221765234983,0.002896695647780276,0.02475091741301525,0.03627693796157837,0.09716923669668344
winequality,5,3250,PartitionWise,0.029261523503523602,0.013400717061306832,0.012665085063527204,0.17877554893493652,0.00073563199777964,0.002908465122277748,0.00011783730033561313,0.0030263056724993075,0.004646162729996901,0.03390768623352051
winequality,5,3250,TabPFN,0.06076922207612258,0.06844083084917706,0.049057782325243215,5.684834241867065,0.019383048373412128,0.013582559053141341,0.0024769094652659167,0.016059468518407255,0.03615386130259587,0.09692308337871844
winequality,6,300,BetterCatBoost,0.03599998950958252,0.017438771939104293,0.019830432978568957,6.097931146621704,-0.002391661039464671,0.0037324953677421446,0.00012096770684831004,0.0038534660399215217,0.01600001335144043,0.052000002861022944
winequality,6,300,CheapBetterLGBMClassifier,0.03999998966852823,0.014162413568447241,0.01993865064527195,1.4500536918640137,-0.00577623707682468,0.004389612666850504,-6.240620048727636e-05,0.0043272094316943064,0.020000013510386147,0.060000003178914386
winequality,6,300,XT,0.03999998966852824,0.020253597999909834,0.02904787958395319,3.329235315322876,-0.008794281584043339,0.007922663701335595,6.795999763188204e-05,0.007990626664298551,0.01900001327196757,0.05900000294049581
winequality,6,300,RF,0.03633332292238871,0.0063436283441792975,0.017058693197388796,4.3371992111206055,-0.010715064853209494,0.003266478516150423,-8.755852088662835e-05,0.0031789229605948544,0.015333346525828045,0.05166666944821676
winequality,6,300,tabICL,0.041666656732559204,0.03009155685824915,0.027262650159010204,2.9363551139831543,0.0028289054594711873,0.007449708067191141,0.0005787197467695584,0.008028427813960713,0.021666680574417115,0.06333333730697632
winequality,6,300,PartitionWise,0.03599998792012533,0.010240031592910514,0.01163035367913624,0.14978528022766113,-0.0013903220862257592,0.002401337192577249,8.393580161235592e-05,0.0024852759595206777,0.01600001176198324,0.051999999682108555
winequality,6,300,TabPFN,0.03799999078114828,0.021365214557209515,0.022086884778746863,3.227299213409424,-0.0007216714613051123,0.005080877623210353,9.069923117446532e-05,0.005171576854384813,0.018000014623006187,0.056000005404154465
winequality,6,391,BetterCatBoost,0.028192137542075824,0.013047441962272838,0.008021616059190934,6.754635810852051,0.005025825903081926,0.0011685868325647538,0.0011366523402310438,0.002305240566871719,0.033677393451444285,0.06186953099352009
winequality,6,391,CheapBetterLGBMClassifier,0.023833163977830064,-0.00040891461384023333,-0.0005073202040772829,1.7155101299285889,9.840559023707173e-05,-0.0017469117155260601,0.0007693797672582673,-0.0009775305541918646,0.02931841988719852,0.053151583865028586
winequality,6,391,XT,0.0317818807650216,0.01616877258368049,0.0178534128612239,3.299254894256592,-0.00168464027754337,0.003946263527125707,0.001475292341724134,0.005421557262925761,0.036497905721760385,0.06827978648678198
winequality,6,391,RF,0.02800064121349722,-0.006775601490267913,0.01216819225555275,4.369134902954102,-0.01894379374582062,0.0023008583556445848,0.0013602979315398556,0.0036611576812603562,0.03551121345784362,0.06351185467134082
winequality,6,391,tabICL,0.02589742931132578,0.013062762071557382,0.007255857943596833,2.945498466491699,0.00580689687359372,0.0006398111095434922,0.0019047235299187461,0.0025445346394622425,0.03138268522069424,0.05728011453202001
winequality,6,391,PartitionWise,0.026452439166399923,-0.02348433560605074,0.004344978015302797,0.1419813632965088,-0.02782931362135359,0.00023652921806919524,0.002286893231950182,0.0025234238440953057,0.03193769507576838,0.05839013424216831
winequality,6,391,TabPFN,0.03333332668609025,0.01781735516674226,0.010799573142876513,3.079076051712036,0.007017774769498908,0.0017305333229281766,0.0017108473074964783,0.0034413806304246577,0.03881858259545871,0.07215190928154896
winequality,6,509,BetterCatBoost,0.026899622565587727,0.017783092071919887,0.008995640247969333,7.728934049606323,0.008787451823950576,0.0018127862454178343,0.0012638533869581774,0.003076641253322074,0.028705121072559216,0.055604743638146936
winequality,6,509,CheapBetterLGBMClassifier,0.02534070299843218,0.014805011937712087,0.009532803912823674,1.9563734531402588,0.0052722080248884026,0.0016230121756114282,0.0008894071296218179,0.002512420926179297,0.02714620150540366,0.05248690450383584
winequality,6,509,XT,0.026121133233801504,0.01774750208276109,0.003891869048781982,3.2967426776885986,0.013855633033979142,-0.00028046345144283754,0.0017574717930620043,0.0014770099625652344,0.027142317828287826,0.05326345106208933
winequality,6,509,RF,0.031032800172236658,0.01661217975010808,0.011256824021327138,4.319715976715088,0.005355355728780925,0.00161779470770642,0.001294541186275837,0.002912337514928308,0.03244614172296555,0.06347894189520221
winequality,6,509,tabICL,0.027885840943983935,0.02024377101379122,0.010902789546894952,2.990665912628174,0.00934097508096437,0.0022463403522304387,0.001258343821537501,0.003504684173767937,0.029691339450955413,0.05757718039493935
winequality,6,509,PartitionWise,0.0221762667510422,-0.04434314681219046,0.00643539722697894,0.14766955375671387,-0.050778544039169426,0.0013932060365952625,0.0010418813408103287,0.002435088998351642,0.023981765258013682,0.04615803200905588
winequality,6,509,TabPFN,0.024942722396465486,0.013498110142437203,0.006706471404832393,2.8931217193603516,0.006791632351672905,0.0013911418058448256,0.0009994113390812145,0.00239055314492604,0.02674822090343697,0.05169094329990246
winequality,6,664,BetterCatBoost,0.01671108734121516,0.009675661919931777,0.010436480165982209,7.968504905700684,-0.0007608182460503877,0.0030555946160526065,3.6394777206519294e-05,0.0030919912751227463,0.014284590335499591,0.030995677676714756
winequality,6,664,CheapBetterLGBMClassifier,0.01761106405450478,0.009272453967538074,0.008736521459018409,1.8845458030700684,0.0005359325085196765,0.0023171233956288837,0.0001819872464949329,0.0024991125239874484,0.015184567048789213,0.03279563110329399
winequality,6,664,XT,0.014911133197587561,0.004269693931778118,0.009888410451859574,3.605966567993164,-0.005618716520081402,0.002561831995759731,-0.0002899860594793857,0.00227184781814396,0.012785387784751894,0.027696520982339462
winequality,6,664,RF,0.01926178215141583,0.004012049219772984,0.011406420302706366,4.854602575302124,-0.007394371082933349,0.0032668659189515363,-0.00010331483596605629,0.0031635529648491147,0.01743109263029857,0.0366928747817144
winequality,6,664,tabICL,0.018061055282059115,0.014404347378046379,0.01760548025900819,3.2095556259155273,-0.0032011382681287337,0.005403994838528933,-0.00015575785156447252,0.005248236986964463,0.01563455827634355,0.033695613558402664
winequality,6,664,PartitionWise,0.014900878500248526,-0.0009230251481525453,0.0034373155920349287,0.15508437156677246,-0.0043603407401874295,0.0006125931210936464,-0.00040344485705207653,0.00020915014590519864,0.01247438149453296,0.027375259994781485
winequality,6,664,TabPFN,0.015513777746429583,0.005830691829956614,0.012856412204691702,2.854775905609131,-0.007025725761902024,0.003237488045337855,-0.00034131833983695183,0.002896169705500909,0.013087280740714014,0.028601058487143595
winequality,6,865,BetterCatBoost,0.022427736954881965,0.026362163926499628,0.006374796800709936,7.092169523239136,0.019987367125789718,0.0010671481324317778,0.0024328253335639248,0.0034999745924115143,0.03225435039211559,0.05468208734699757
winequality,6,865,CheapBetterLGBMClassifier,0.024046234450588334,0.025152799652041757,0.008510509666647958,1.9613125324249268,0.016642289985393834,0.001741470321487254,0.002189569551525662,0.003931040999428726,0.033872847887821966,0.057919082338410297
winequality,6,865,XT,0.01595374890145539,0.02819496083875182,0.008793549798077071,3.650083065032959,0.01940141104067477,0.0023810778716574026,0.002158752887713922,0.0045398318857871435,0.025202327518793886,0.04115607642024928
winequality,6,865,RF,0.01433525168137743,0.020739890600986126,0.004531534705523988,4.83160138130188,0.01620835589546214,0.0006482326565000557,0.0019768774863009515,0.0026251112692168175,0.02427747180696168,0.038612723488339114
winequality,6,865,tabICL,0.021734097376035127,0.03376797035085802,0.01096225685879224,3.4399900436401367,0.022805705213124267,0.0031993933211113047,0.002500740626329709,0.005700133947441008,0.031560710813268764,0.05329480818930389
winequality,6,865,PartitionWise,0.018150280390171646,0.0024109597613115596,0.005789670221202014,0.15523791313171387,-0.003378710459890427,0.0011828913310519106,0.0011918079299140405,0.0023747003873817647,0.02797689382740528,0.04612717421757692
winequality,6,865,TabPFN,0.017687854463654444,0.024081257524678785,0.00509938847319823,2.8723530769348145,0.018981860772539043,0.0010228881160217196,0.002348291683777047,0.0033711797997987626,0.02751446790088808,0.045202322364542524
winequality,6,1127,BetterCatBoost,0.03218484923738763,0.025319540271881397,0.016292626499222418,7.405636548995972,0.00902691377265899,0.003867851952103493,0.0014102604845496526,0.005278114075068785,0.033706996973050844,0.06589184621043848
winequality,6,1127,CheapBetterLGBMClassifier,0.031037160525514196,0.023425292123320663,0.01612928694590553,2.0868477821350098,0.007296005177415138,0.0036309260045547576,0.001193798378503888,0.004824726021474296,0.032559308261177415,0.0635964687866916
winequality,6,1127,XT,0.029796255186244097,0.0214108007757638,0.01578152227648657,3.649489641189575,0.005629278499277241,0.0034273971160910773,0.0011763295753940417,0.004603728329900759,0.03114298477238493,0.06093923995862903
winequality,6,1127,RF,0.025711299306875136,0.022085769653611743,0.016606381943206194,4.482055187225342,0.005479387710405559,0.004131966066162096,0.0011116845409790937,0.0052436522455568246,0.02705763557925454,0.05276893488612967
winequality,6,1127,tabICL,0.03227295342354413,0.03186914592379528,0.023473980781434645,3.7514398097991943,0.008395158823300474,0.00672932891472097,0.001276432563723892,0.008005761478444864,0.03379510115920735,0.06606805458275147
winequality,6,1127,PartitionWise,0.01859782831225775,0.0033978476820271664,0.00469286274396451,0.1659374237060547,-0.0012950150619373269,0.0007917215135646583,0.00017937598953959022,0.000971099141519885,0.020119976047920974,0.03871780436017872
winequality,6,1127,TabPFN,0.03200746578874841,0.018458921852441152,0.0130393263496004,2.920957088470459,0.005419589183780621,0.002810237134155713,0.001195144320112157,0.00400538145426787,0.03352961352441163,0.06553707931316004
winequality,6,1469,BetterCatBoost,0.034316352982979505,0.02893826173591252,0.01852740568569926,9.080388307571411,0.010410856050213257,0.004362890169008138,0.001557822658867594,0.0059207147742791535,0.030843042098455398,0.0651593950814349
winequality,6,1469,CheapBetterLGBMClassifier,0.03009169998351837,0.020766095686711405,0.014819351651928481,2.268336534500122,0.005946744034782947,0.003222291421076229,0.0009944183447685273,0.004216711712248184,0.026618389098994267,0.05671008908251264
winequality,6,1469,XT,0.034313334223536086,0.03100298610900796,0.023688165355732028,3.8769116401672363,0.007314820753275897,0.006209676465727454,0.0013054082677391137,0.007515086679869998,0.031247257677906665,0.06556059190144274
winequality,6,1469,RF,0.02914024701518906,0.01674001639556031,0.016017733866599215,4.077133417129517,0.0007222825289610824,0.0038745602106550784,0.0009795054818997173,0.004854067638958212,0.02546262211232899,0.05460286912751805
winequality,6,1469,tabICL,0.0348563926275461,0.037492729264255995,0.026058180549940337,4.156927585601807,0.011434543574200262,0.007309031520887854,0.0017063330772809193,0.009015364598168771,0.03138308174302199,0.0662394743705681
winequality,6,1469,PartitionWise,0.02675070749570549,0.022269318736201506,0.016742259493481515,0.16131830215454102,0.005527059242719979,0.004133972460305416,0.000899506215929019,0.00503348062263786,0.02327739661118138,0.05002810410688687
winequality,6,1469,TabPFN,0.03294814797103819,0.027476483427996235,0.01720281571694885,3.091475009918213,0.010273662570931975,0.004029697152960215,0.0015993017547778709,0.005628998907738087,0.029474837086514077,0.06242298505755226
winequality,6,1914,BetterCatBoost,0.03405983947204122,0.02999405140813597,0.020335261779164816,11.44171953201294,0.009658789628971131,0.004949291613810122,0.0014726724508117128,0.006421965976988792,0.031138588725023758,0.06519842819706498
winequality,6,1914,CheapBetterLGBMClassifier,0.03238827412142104,0.030212572436569274,0.021826462285121993,2.549682140350342,0.008386110151447256,0.0055944822517109555,0.0012764445428918858,0.006870928706969789,0.029467023374403583,0.06185529749582462
winequality,6,1914,XT,0.03479309684033844,0.04843840286957379,0.03488374759815675,3.436828374862671,0.013554655271417027,0.010548102577917499,0.0018318954352013889,0.012379999925485826,0.033021491008624684,0.06781458784896313
winequality,6,1914,RF,0.032546845047302445,0.0392534644857032,0.029242628412621218,2.8549249172210693,0.010010836073081985,0.008703563780237743,0.0016484811452125241,0.010352046837817219,0.03014819736192471,0.06269504240922714
winequality,6,1914,tabICL,0.03771751696935719,0.05488940116356803,0.037779264231345124,4.6852545738220215,0.017110131661819506,0.011557331861336048,0.002065556114991812,0.01362288797632786,0.03479626622233973,0.07251378319169692
winequality,6,1914,PartitionWise,0.027372074996908663,0.017974918135181685,0.012356634465676808,0.17560362815856934,0.005618283669504842,0.002823329638536759,0.0008931304764015213,0.00371646202730522,0.0244508242498912,0.05182289924679986
winequality,6,1914,TabPFN,0.03473978527861411,0.030879193389453753,0.021334067476343598,3.5791056156158447,0.00954512064270674,0.005220283258825953,0.0015761449519525739,0.006796428210778529,0.03181853453159665,0.06655831981021075
winequality,6,2494,BetterCatBoost,0.03311602405096752,0.033308406975685656,0.021183731930942463,11.231023073196411,0.012124675044743205,0.005272968772978728,0.0018537758639577463,0.007126746186544628,0.036078599502068015,0.06919462355303554
winequality,6,2494,CheapBetterLGBMClassifier,0.03035121714750961,0.0327801862221462,0.021796733045296546,2.8053557872772217,0.010983453176849711,0.005595217378029901,0.0016215804389674265,0.007216799366605483,0.033313792598610094,0.06366500974611969
winequality,6,2494,XT,0.03616847410427375,0.059286799668072224,0.040236717518574314,2.487920045852661,0.019050082149497903,0.012047064165937177,0.002432219384898071,0.014479285100443412,0.03844952560737761,0.07461799971165137
winequality,6,2494,RF,0.03271900425379345,0.04336715600968555,0.030862877871282834,2.746950149536133,0.012504278138402691,0.009410071313655188,0.0019261294182624429,0.011336202281525778,0.035281260803991514,0.06800026505778496
winequality,6,2494,tabICL,0.03584542018951922,0.06171046360285849,0.04037839733914057,5.498316764831543,0.02133205960471205,0.012249698256443977,0.0026810928844177378,0.01493079114086172,0.038807995640619715,0.07465341583013893
winequality,6,2494,PartitionWise,0.021849635747041043,0.010675732467662036,0.009372940397029905,0.17370009422302246,0.0013027920706321528,0.002136692724915695,0.0005433843513838271,0.0026800786259076866,0.02481221119814154,0.046661846945182585
winequality,6,2494,TabPFN,0.03516357431225538,0.04156640539452517,0.02603498134349792,4.314403057098389,0.015531417392021407,0.006870773998066984,0.0022574475053931285,0.009128221503460113,0.03812614976335588,0.07328972407561127
winequality,6,3250,BetterCatBoost,0.03553845365230854,0.04227409820232754,0.027087340286307625,14.139341831207275,0.015186757916019944,0.007485094049210983,0.0021211128318321974,0.009606208556392196,0.03646155441724337,0.07200000806955191
winequality,6,3250,CheapBetterLGBMClassifier,0.03446153105222262,0.04383857558656092,0.028879077198918614,3.210427761077881,0.014959498387642333,0.008034879480812015,0.0020114712529770208,0.010046352409138055,0.03538463181715745,0.06984616286938009
winequality,6,3250,XT,0.04159999231191782,0.07216558202661623,0.046200785007995834,2.3088536262512207,0.0259647970186204,0.014033567555420215,0.0029571367861894486,0.016990706016958686,0.041907708168029786,0.0835077004799476
winequality,6,3250,RF,0.03815383786421556,0.06025899341788271,0.039372995873220684,2.8587722778320312,0.020885997544661982,0.012346514563967228,0.0026172461878988446,0.014963762427215092,0.03873847678991464,0.0768923146541302
winequality,6,3250,tabICL,0.041538455522977386,0.07329112050998987,0.04585605256647537,6.584733724594116,0.027435061765831402,0.014251802129497348,0.0030458676173962555,0.017297669746893597,0.04246155628791222,0.0840000118108896
winequality,6,3250,PartitionWise,0.02332306913229135,0.015329201052997432,0.01029357206259367,0.1804208755493164,0.005035628990403796,0.0023175836740450565,0.0008272850548190741,0.0031448704042131457,0.024246169897226187,0.04756923902951754
winequality,6,3250,TabPFN,0.035169224555675796,0.04623212637737415,0.02856679708510086,5.414886236190796,0.017665323114590216,0.007945079185068612,0.002324042574119703,0.01026912175918831,0.03609232532061064,0.07126154987628644
winequality,7,300,BetterCatBoost,0.0166666579246521,0.010669085148981633,-0.004513620184153961,7.26680064201355,0.015182705333135598,-0.002661840316476545,0.0016488223221748366,-0.0010130162620417271,0.01666668176651001,0.03333333969116211
winequality,7,300,CheapBetterLGBMClassifier,0.024333325624465947,0.018763657353862075,0.011220359092851373,1.4985535144805908,0.00754329826101075,0.002754172159811395,0.0010753767385693973,0.0038295506306407754,0.02433334946632385,0.04866667509078979
winequality,7,300,XT,0.0316666575272878,0.03286535319648518,0.015298262285986875,3.4452195167541504,0.01756709091049836,0.0035753316010733505,0.0019886649344066838,0.005563998267740013,0.030333347717920938,0.062000005245208746
winequality,7,300,RF,0.02433332324028015,0.021569068198431428,0.009153276921530762,4.351028203964233,0.012415791276900734,0.0019259241936659427,0.0015965167862585256,0.0035224427121844522,0.023333346843719485,0.047666670083999635
winequality,7,300,tabICL,0.026666658719380693,0.037598889857035814,0.021813653878877313,2.925642728805542,0.01578523001832461,0.006548988439559855,0.0018388448854270128,0.008387833324986878,0.026666682561238608,0.053333341280619305
winequality,7,300,PartitionWise,0.027999992370605464,0.001607421130039538,0.007019300800511186,0.1388552188873291,-0.005411879670471598,0.0010393244204754057,-0.0001453056005728523,0.0008940205521625305,0.02800001621246338,0.05600000858306885
winequality,7,300,TabPFN,0.012333325942357379,0.015435235532010361,0.002814270357921472,3.3271656036376953,0.012620959214254962,-6.691126773755024e-05,0.0014098494163287442,0.0013429381485911996,0.012333349784215294,0.02466667572657267
winequality,7,391,BetterCatBoost,0.02826678490956005,0.016325067749376594,0.014956047879369338,6.362916707992554,0.0013690198700072875,0.003174986604010027,0.0003131627735727421,0.0034881518942696753,0.015543666914352073,0.043810451823912126
winequality,7,391,CheapBetterLGBMClassifier,0.030051921254355813,0.002269279098897925,0.010736569998448076,1.6792240142822266,-0.00846729089955019,0.0016265664792974698,-0.0007363280712062367,0.0008902409247781198,0.017328803259147835,0.04738072451350364
winequality,7,391,XT,0.0336319267653057,0.007267763511300734,0.012298154475998834,3.4848434925079346,-0.005030390964698039,0.00148815500792632,0.00013162213620355746,0.0016197796608167837,0.01861085301287489,0.05224277977818059
winequality,7,391,RF,0.029279443990174382,0.013179906211021952,0.014035412472060393,4.417479038238525,-0.0008555062610383745,0.0028680450147783544,0.00045648311207719257,0.0033245306435424503,0.015533930425015566,0.04481337441518994
winequality,7,391,tabICL,0.03260953364067362,0.011870049843248964,0.010400571372199702,2.9629242420196533,0.0014694755139189441,0.002014990609032792,0.0004399362117174177,0.0024549268207502183,0.019886415645465644,0.05249594928613928
winequality,7,391,PartitionWise,0.005764347103964541,-0.004292336274063646,0.0011792390764790383,0.14323186874389648,-0.005471575350542657,0.00020124897253049473,-0.0009923779228390981,-0.0007911264336217056,-0.006958770891243434,-0.001194423787278891
winequality,7,391,TabPFN,0.036205768264063534,0.015348737291559366,0.012874933455663462,3.5331785678863525,0.002473800878765575,0.0025255721322684234,0.0005843017543996854,0.0031098738866681104,0.023482650268855557,0.059688418532919084
winequality,7,509,BetterCatBoost,0.031386129711697665,0.023222320749717196,0.016378808420988843,6.631092071533203,0.006843512328728346,0.003380951790318526,0.0010295672023158536,0.004410521461002614,0.019446724316514227,0.050832854028211895
winequality,7,509,CheapBetterLGBMClassifier,0.030423208716493788,0.02244642831308825,0.01696726299185407,1.8212661743164062,0.005479165321234186,0.003727307354048315,0.0008682623414534546,0.004595572163870012,0.018483803321310346,0.04890701203780414
winequality,7,509,XT,0.03550377634978253,0.013753930504654465,0.010462764534701097,3.338085651397705,0.003291165969953336,0.0005885166972738054,0.0007963136730498186,0.001384832838691874,0.0229722527780942,0.05847602912787673
winequality,7,509,RF,0.04436030835925757,0.02044492052578013,0.015998005816288907,4.4830145835876465,0.004446914709491212,0.002784675803380504,0.0014545757149402843,0.004239253986689023,0.03163270630944796,0.07599301466870553
winequality,7,509,tabICL,0.030827016708712462,0.015099343168033014,0.01200885083132126,2.9031741619110107,0.003090489194622642,0.0024300061439300772,0.0005706666003510302,0.003000672744281116,0.018887611313529028,0.04971462802224149
winequality,7,509,PartitionWise,0.024107931442942064,-0.002681133696244997,0.005767870176012269,0.1405332088470459,-0.008449003872257232,0.00038074036693149513,-0.0008542105279958079,-0.0004734676926960696,0.01216852604775863,0.0362764574907007
winequality,7,509,TabPFN,0.03689574174477368,0.012982575046600964,0.012471457258360607,2.833981513977051,0.000511114646151245,0.0024287850222107525,0.0003496496068059934,0.002778434629016749,0.024956336349590245,0.06185207809436394
winequality,7,664,BetterCatBoost,0.029641135646368548,0.008243200835103565,0.0055264742594269,6.67797327041626,0.002716726575676737,0.0005922739718055347,0.0005408346815967094,0.001133111274855672,0.015218739802648876,0.04485987544901742
winequality,7,664,CheapBetterLGBMClassifier,0.026639313626110106,0.009959253561485687,0.006904325121602789,1.9279375076293945,0.00305492843988292,0.001107724977057814,0.0004956677188578159,0.0016033953173690608,0.012216917782390434,0.038856231408500544
winequality,7,664,XT,0.029064696198798277,0.017814547994974277,0.013666790100642584,3.6338353157043457,0.004147757894331694,0.003984920165311481,0.0005859154565699034,0.00457083824333481,0.015091149499786285,0.044155845698584564
winequality,7,664,RF,0.027686250480059533,0.007983441773417903,0.009266874469370584,4.860301733016968,-0.0012834326959526576,0.0020894746069711643,7.30145173531857e-05,0.0021624917457777836,0.01130668852833904,0.03899293900839857
winequality,7,664,tabICL,0.03326383248008881,0.023224961857699095,0.017242282153232386,3.2246501445770264,0.005982677148371562,0.00504388238881355,0.0008506775609889536,0.0058945599498025055,0.018841436636369138,0.05210526911645795
winequality,7,664,PartitionWise,0.02303940426328237,0.0046237798135842,0.0017363050906603783,0.15639090538024902,0.002887474722923844,3.826674567457833e-05,0.00035183521766477823,0.00039010458479278863,0.008617008419562701,0.03165641268284507
winequality,7,664,TabPFN,0.03281042648763259,0.010284577918959098,0.008517608360921664,2.8962295055389404,0.001766967001942299,0.0014899555972920976,0.0004129803147567612,0.0019029359120488615,0.01838803064391292,0.051198457131545506
winequality,7,865,BetterCatBoost,0.04289016351534452,0.03619175930028408,0.023338541980256932,8.563258647918701,0.012853217320027144,0.00541650370678772,0.0017604480796798688,0.007176954267123328,0.030751459033503008,0.07364162254884753
winequality,7,865,CheapBetterLGBMClassifier,0.03861270695063419,0.029516735365042412,0.020612617596187766,2.088121175765991,0.008904117768854636,0.004652622144418328,0.001319066553621745,0.005971691178695801,0.02647400246879269,0.06508670941942687
winequality,7,865,XT,0.04208091504311975,0.06355788372493094,0.046953065532425085,3.6471123695373535,0.01660481819250583,0.014327640422362897,0.001961770159035978,0.01628941306205461,0.030173424213607875,0.07225433925672763
winequality,7,865,RF,0.04208091476749133,0.04833411998623852,0.03468152655792071,4.749706506729126,0.013652593428317839,0.010339804841116906,0.0019060861513288507,0.012245893473101493,0.030520244829916537,0.07260115959740787
winequality,7,865,tabICL,0.03988438438128874,0.06225696943785325,0.04536354902825431,3.293492078781128,0.01689341731454508,0.014407305924356545,0.0021481137825703294,0.016555419706926873,0.027745679899447227,0.06763006428073595
winequality,7,865,PartitionWise,0.012947965357344961,0.0006676858205429071,0.005201650490047627,0.15894103050231934,-0.004533964669504764,0.0010419935393363444,-0.0005701085440736025,0.00047188747591847546,0.0008092608755034519,0.013757226232848415
winequality,7,865,TabPFN,0.043699413916968195,0.04146106855637508,0.023295663793905286,2.880314350128174,0.018165401667415947,0.005526057961316125,0.0023019568552784643,0.007828014816594587,0.03156070943512669,0.0752601233520949
winequality,7,1127,BetterCatBoost,0.020234407286142297,0.013714620459475307,0.0032224361325293325,7.763985872268677,0.010492184326945991,0.0001230206353092206,0.0014604180111701906,0.0015834397923940938,0.02974475561177602,0.0499791628979183
winequality,7,1127,CheapBetterLGBMClassifier,0.01649832071596894,0.012604946519740501,0.004010200572077927,2.1302754878997803,0.008594745947662574,0.000740055172464825,0.0012685363886614412,0.0020085927070409445,0.02600866904160266,0.0425069897575716
winequality,7,1127,XT,0.01650933349847559,0.009563209814969647,0.004546709727502374,3.6526269912719727,0.0050165000874672575,0.0006339683941268395,0.0016772701312622012,0.002311239671303718,0.026813388572681618,0.04332272207115721
winequality,7,1127,RF,0.014637946624437032,0.015270787392543056,0.006015713424538061,4.547472715377808,0.009255073968005012,0.00124692405893618,0.0015472667225437525,0.0027941919273946183,0.02272843227133287,0.037366378895769894
winequality,7,1127,tabICL,0.02369596233621108,0.025400423537453126,0.011542986777382847,3.711993455886841,0.01385742855576838,0.0032732989704986185,0.0018618521108950126,0.005135151081393631,0.0332063106618448,0.05690227299805588
winequality,7,1127,PartitionWise,0.01463362059504116,0.007161004414943162,0.0020009896295582474,0.1693861484527588,0.005160014785384947,0.00036729235439285774,0.0009360677776902457,0.0013033612779977943,0.02414396892067488,0.03877758951571604
winequality,7,1127,TabPFN,0.021744732977718027,0.01287999001652304,0.004953974455312771,3.4827663898468018,0.007926007356908394,0.0009556756470546574,0.0014339805240146705,0.002389656171069325,0.03125508130335175,0.05299981428106978
winequality,7,1469,BetterCatBoost,0.0369819485463939,0.024051680692338116,0.01519052060454804,9.274397850036621,0.00886116008779012,0.003495518187549909,0.0012158051512798334,0.004711325957866852,0.02259874469444392,0.059580693240837826
winequality,7,1469,CheapBetterLGBMClassifier,0.039839787473362184,0.022330229115940646,0.015158777015995828,2.265310764312744,0.007171452099944853,0.0033462297069449505,0.001140400897837246,0.0044866332238192915,0.025456583621412194,0.06529637109477437
winequality,7,1469,XT,0.03969885848457565,0.04421369860500898,0.028692644942372548,3.5792179107666016,0.015521053662636486,0.008381970634428118,0.001875593876671533,0.010257567130136749,0.02470248072716029,0.06440133921173594
winequality,7,1469,RF,0.04235168768019948,0.026878548027852202,0.021064107324633773,3.406038761138916,0.005814440703218504,0.0054732098028296376,0.0016725029854041478,0.007145715407270883,0.027493453949965947,0.06984514163016542
winequality,7,1469,tabICL,0.045349065144181445,0.051234805418382635,0.03272389386596013,4.269638776779175,0.018510908987077957,0.009760218974261376,0.002205939977170293,0.011966158951431665,0.03096586129223145,0.0763149264364129
winequality,7,1469,PartitionWise,0.02799910525747993,0.014150221857290524,0.013398950240565033,0.16720271110534668,0.0007512716167255351,0.0030512961277278567,0.00027574878779536017,0.003327047534560318,0.013615901405529943,0.041615006663009865
winequality,7,1469,TabPFN,0.04821015451775404,0.03692943296200165,0.020040561202767083,3.313474655151367,0.016888869193890044,0.004528052765079116,0.002303271348337241,0.006831324113416357,0.03382695066580405,0.0820371051835581
winequality,7,1914,BetterCatBoost,0.03192362991661559,0.030029285555190854,0.020554282836553563,10.191569328308105,0.009475002718637294,0.005488061728471438,0.0013156528963426451,0.0068037167953315355,0.024815264492141293,0.05673889440875688
winequality,7,1914,CheapBetterLGBMClassifier,0.026488445700376017,0.02381269228966094,0.017115723949171647,2.4969637393951416,0.006696968340489306,0.004431417108924002,0.0009604650822976207,0.005391884361739071,0.01938008027590172,0.04586852597627774
winequality,7,1914,XT,0.03751793223186887,0.05260478405304121,0.03527159828306427,3.2764062881469727,0.01733318576997691,0.01068054868408409,0.0019212938802255024,0.01260184473482705,0.029312414002513366,0.06683034623438222
winequality,7,1914,RF,0.03464354548521359,0.039996370954552565,0.028478514250294063,2.8542892932891846,0.011517856704258478,0.008669685895742454,0.001575433544885721,0.010245121611145639,0.027536000010369287,0.062179545495582876
winequality,7,1914,tabICL,0.0372021573780419,0.049838936420589806,0.03060056943130096,4.642178297042847,0.01923836270705832,0.009474780221605935,0.0022919070723886187,0.011766687293994557,0.030093791953567605,0.06729594933160951
winequality,7,1914,PartitionWise,0.02361939036981254,0.011680265619156093,0.007621536081881941,0.1737511157989502,0.00405872953727412,0.001604865538060643,0.0006363392519884159,0.002241206960566519,0.01651102494533824,0.04013041531515078
winequality,7,1914,TabPFN,0.031454751007493655,0.028850072581457286,0.016701814679922888,3.5832676887512207,0.012148253619303861,0.004075310550241129,0.0015601242598795334,0.005635434810120665,0.024346385583019357,0.055801136590513015
winequality,7,2494,BetterCatBoost,0.03612517215797056,0.028251624386797104,0.01886120357732012,12.312155723571777,0.009390420809476973,0.004856072539830172,0.0013852222384340112,0.006241297242024682,0.024260502757922967,0.060385674915893514
winequality,7,2494,CheapBetterLGBMClassifier,0.03299505614189371,0.02510441577641359,0.017070634170176326,2.86749267578125,0.008033781606237245,0.004191246638351404,0.0011961785460312207,0.005387427648143128,0.021130386741846124,0.05412544288373984
winequality,7,2494,XT,0.04153784503696989,0.05782908982850003,0.03903018237234916,2.349229574203491,0.01879890745615088,0.011824597785376775,0.0021718270676807845,0.013996427316818055,0.028751090187397854,0.07028893522436773
winequality,7,2494,RF,0.03772805645117945,0.045184845945615594,0.031914993674142855,2.777630567550659,0.013269852271472704,0.009876972727138925,0.001758846371795486,0.011635821562694904,0.025823548041194317,0.06355160449237376
winequality,7,2494,tabICL,0.04297968593513244,0.05849192592410888,0.037033709371708454,5.350348949432373,0.021458213392673363,0.011486990145692008,0.0024492713791313013,0.013936261524823312,0.031115016535084854,0.07409470247021728
winequality,7,2494,PartitionWise,0.02105084827199143,0.00929959536650814,0.00795872141567312,0.17439556121826172,0.0013408739508349976,0.0017381252179708595,0.00021989943434864157,0.0019580271160800104,0.009186178871943845,0.03023702714393528
winequality,7,2494,TabPFN,0.03981254797887661,0.033690907450434814,0.02051088522658302,4.305744647979736,0.013180019064124726,0.004986511495971393,0.001740563139114909,0.0067270746350863025,0.027947878578829015,0.06776042655770562
winequality,7,3250,BetterCatBoost,0.03298460630270151,0.03418799222981002,0.023309730233593673,13.201419591903687,0.010878261996216321,0.006563594027895939,0.0015395046346502127,0.008103100869064253,0.025292322452251725,0.05827692875495323
winequality,7,3250,CheapBetterLGBMClassifier,0.03107691427377554,0.030483779732760154,0.021340867455805747,3.2864346504211426,0.009142912276954384,0.005572182915926105,0.0013356516464600621,0.00690783676890426,0.02338463042332576,0.05446154469710131
winequality,7,3250,XT,0.03799999064665575,0.05649658274513262,0.04099542301578657,2.2365853786468506,0.01550115972934608,0.013138076425960526,0.0021377789900630965,0.015275857622541725,0.030338475740872894,0.06833846638752863
winequality,7,3250,RF,0.03756922101974487,0.04225912552931026,0.035092628299186746,2.835615396499634,0.0071664972301235365,0.011618408049892148,0.0016752559131400085,0.013293666169550272,0.029076936831841104,0.06664615785158598
winequality,7,3250,tabICL,0.03919999217987061,0.06464976814280536,0.043210964478478164,6.45423436164856,0.02143879951990336,0.0138793822172254,0.0025414848214799614,0.016420867038705364,0.031507708329420826,0.07070770050929143
winequality,7,3250,PartitionWise,0.020738452471219578,0.00765453944400799,0.006911247807088128,0.18231487274169922,0.0007432916369198628,0.0014491976737314005,0.0002115414477115246,0.0016607413279610156,0.013046168620769797,0.03378462109198937
winequality,7,3250,TabPFN,0.038338453659644486,0.04090686049093595,0.025738779242613585,5.460443019866943,0.015168077103898536,0.006836763919832614,0.0020391702839652444,0.00887593420379786,0.030646169809194712,0.0689846234688392
winequality,8,300,BetterCatBoost,0.03433332800865173,0.032425909840615164,0.026923477862163002,5.979620456695557,0.005502431978452122,0.006331708950176819,0.001397961074968375,0.007729671346381484,0.041000018517176315,0.07533334652582804
winequality,8,300,CheapBetterLGBMClassifier,0.029666661024093627,0.040206904961495024,0.037861655517485646,1.4564318656921387,0.002345249444009384,0.011871842602344715,0.0009187504061050108,0.012790594329686017,0.0363333515326182,0.06600001255671184
winequality,8,300,XT,0.0313333264986674,-0.011237698400451024,0.025895477492477698,3.3411974906921387,-0.03713317589292875,0.0067485542343192675,0.000778739419504447,0.007527294975060007,0.037000016768773396,0.0683333432674408
winequality,8,300,RF,0.028333324988683063,-0.01651315833248475,0.021745815073296842,4.338114261627197,-0.03825897340578156,0.00579814682691186,0.0009347394195044461,0.006732887567652593,0.03566668152809144,0.0640000065167745
winequality,8,300,tabICL,0.03699999372164408,0.029025567679634538,0.023791955949707184,2.926710605621338,0.0052336041967380505,0.00627599890033404,0.0015614808716054515,0.007837479771939491,0.04366668423016866,0.08066667795181275
winequality,8,300,PartitionWise,0.013999989827473958,-0.06178420126961452,-0.0002679807115985533,0.14888906478881836,-0.06151622055801599,-0.0009724184096177674,0.0007031748011768549,-0.000269242287204631,0.020666680335998534,0.034666670163472496
winequality,8,300,TabPFN,0.03366666118303935,0.03132765219047004,0.02642507092837825,3.2170422077178955,0.004902573728902476,0.006748205441981553,0.0013776101456460326,0.008125815587627582,0.04033335169156392,0.07400001287460327
winequality,8,391,BetterCatBoost,0.030516052741348186,0.01686461774571013,0.014111045562711056,5.566519260406494,0.0027535721829990757,0.003414323797825719,0.0004440433238054764,0.0038583701065729335,0.010197998037279447,0.04071405077862762
winequality,8,391,CheapBetterLGBMClassifier,0.030269381350721873,0.012117709063584581,0.007942344436074566,1.692030668258667,0.004175364627510026,0.0012483194747160086,0.0006242979432047769,0.0018726204028625348,0.009951326646653137,0.04022070799737502
winequality,8,391,XT,0.033313848166758274,0.03268992875206093,0.023653003356651582,3.301241636276245,0.009036925395409368,0.006451382928722655,0.0008899400350012576,0.007341325948665653,0.012233053910503989,0.04554690207726226
winequality,8,391,RF,0.02721842435690073,0.020009076432719708,0.013756797026824152,4.36863112449646,0.006252279405895522,0.004033886084263782,0.0006261021757203805,0.004659991244925901,0.007896799017414958,0.035115223374315684
winequality,8,391,tabICL,0.028490740066610037,0.015818150535163177,0.01981569936286214,2.9448583126068115,-0.0039975499923991294,0.005089845784015756,-0.00021479690927563854,0.0048750488747401205,0.0081726853625413,0.03666342542915134
winequality,8,391,PartitionWise,0.02386886233131981,0.007644440398961538,0.014451296144319715,0.14599180221557617,-0.006806855745358187,0.003261253897495123,-0.0008910830854694046,0.002370173796967462,0.003550807627251071,0.027419669958570876
winequality,8,391,TabPFN,0.030227189089562435,0.013070140034728317,0.015808216653049833,3.073453187942505,-0.002738077783021697,0.0038594266580504214,-0.00016742503743177872,0.0036920016206186458,0.0099091343854937,0.040136323475056135
winequality,8,509,BetterCatBoost,0.028654619213030936,0.024371065381767597,0.024165072499118832,7.608591794967651,0.00020599288264881998,0.0064793500112092116,4.529254740809063e-05,0.006524645512936661,0.00883324915079255,0.037487868363823486
winequality,8,509,CheapBetterLGBMClassifier,0.029035127470734466,0.01477098931155183,0.0137379071627585,1.7850382328033447,0.0010330821487933295,0.0029263426857277647,0.00019206179935383482,0.003118407439400975,0.009213757408496084,0.03824888487923055
winequality,8,509,XT,0.0308037174555705,0.030066822815357663,0.027965929429962823,3.3257856369018555,0.002100893385394864,0.00813336014669661,0.00024573897281451597,0.008379102073830502,0.010000013631655159,0.04080373108722566
winequality,8,509,RF,0.03728207084327688,6.5152444008576e-05,0.020451217469555527,4.271153926849365,-0.020386065025546973,0.005626919326143967,6.444343149567821e-05,0.005691365711959021,0.016282288541240246,0.053564359384517125
winequality,8,509,tabICL,0.03433118963028662,0.033179957350340225,0.025400029715632988,2.975673198699951,0.007779926352787925,0.0073720454225698895,0.0008749773604919714,0.008247022783061858,0.014509819568048237,0.04884100919833486
winequality,8,509,PartitionWise,0.020403794037950916,0.0021789735956124325,0.009013075041133934,0.15337562561035156,-0.00683410144552149,0.0016612809154610525,-0.000862359358055173,0.0007989245117252491,0.0005824239757125343,0.02098621801366345
winequality,8,509,TabPFN,0.041624919330465096,0.03894940097157329,0.03391667524782331,2.850860118865967,0.005032724441830639,0.0104006053646258,0.0006894383320869085,0.011090043696712706,0.021803549268226717,0.0634284685986918
winequality,8,664,BetterCatBoost,0.029802906256543395,0.022813504376855955,0.018686097357179965,7.058107137680054,0.004127407019676022,0.0051925857303967175,0.0006444264164696456,0.005837014584300295,0.018365244976505653,0.048168151233049045
winequality,8,664,CheapBetterLGBMClassifier,0.028436991863680962,0.016610434221099202,0.014434909246502824,1.85408353805542,0.00217552497459641,0.003893719538236179,0.00041662343914392606,0.00431034541481404,0.016999330583643224,0.04543632244732419
winequality,8,664,XT,0.02585895525537284,0.01378190397907142,0.015806441230371913,3.577481508255005,-0.002024537251300462,0.004372283833799709,0.00012177701118762374,0.004494063282421265,0.013367522574959486,0.039226477830332326
winequality,8,664,RF,0.022126897658213147,0.010743168177554862,0.013910894965526666,4.813741683959961,-0.0031677267879717808,0.00413157676309264,1.7328769370958395e-05,0.004148907969897525,0.010689236019651232,0.03281613367786438
winequality,8,664,tabICL,0.0284643340203126,0.01964207864878518,0.01735545631041967,3.176093339920044,0.002286619077863139,0.005041044187178423,0.0003641966399156399,0.005405240827094063,0.017026672740274855,0.04549100676058745
winequality,8,664,PartitionWise,0.012333092637365189,0.006949279317206814,0.004671195912897663,0.1557307243347168,0.0022780834043091723,0.0009665391458650114,0.00027393312134098844,0.0012404747046399407,0.0008954313573274506,0.01322852399469264
winequality,8,664,TabPFN,0.02874799923490462,0.02368957612804915,0.02106757688843518,2.864626407623291,0.002621995979111591,0.006079768637763064,0.0005167254037792696,0.006596494041542333,0.017310337954866882,0.0460583371897715
winequality,8,865,BetterCatBoost,0.021618487104515118,0.009847289989816266,0.0034267540778938456,6.578450918197632,0.00642053591192242,0.0006434656428592229,0.000976408695714473,0.001619876035195797,0.022196545628453954,0.04381503273296907
winequality,8,865,CheapBetterLGBMClassifier,0.018381494042501285,0.007583938969607828,0.00264815296214469,1.8902676105499268,0.004935786007463139,0.00034943681733731746,0.0008125113864868083,0.001161949900446224,0.018959552566440118,0.0373410466089414
winequality,8,865,XT,0.020809240010432425,0.00672218612975588,-0.0006641080159770385,3.6436562538146973,0.0073862941457329525,-0.001448736442929094,0.0009782898897619714,-0.0004704448565450353,0.020231228894580996,0.041040468905013415
winequality,8,865,RF,0.020346811052002655,0.005640662388016549,-0.003330077164122358,4.775006055831909,0.008970739552138906,-0.002183379988208481,0.0013278081941935777,-0.0008555700973928104,0.022080938664474928,0.042427749716477586
winequality,8,865,tabICL,0.01722542605648151,0.008333088046572257,0.0026644956620726747,3.404648542404175,0.0056685862882476235,0.00016782251267419556,0.0008908451237612053,0.0010586676364354008,0.017803484580420345,0.03502891063690185
winequality,8,865,PartitionWise,0.017803459498234565,0.0018452580416341347,0.004707369427894648,0.14627885818481445,-0.002862111386260524,0.0009991244677930694,-0.00015924078298495126,0.0008398853814302221,0.0183815180221734,0.03618497752040797
winequality,8,865,TabPFN,0.017109819643759315,0.006362847171898711,0.0015178014280763596,2.881920576095581,0.004845039647570426,0.00012410695992970123,0.0008454639343154519,0.0009695708942451559,0.01768787816769815,0.03479769781145746
winequality,8,1127,BetterCatBoost,0.023769115316246585,0.016910107324836155,0.013178081335161063,7.001342058181763,0.003732025989675103,0.0030902277538225665,0.0005589463174381027,0.0036491762021772624,0.0173030624619393,0.04107217777818588
winequality,8,1127,CheapBetterLGBMClassifier,0.026955741297647783,0.01535189464908987,0.010552709812951911,2.020637273788452,0.0047991848361379486,0.002329253355490929,0.0007658758796274534,0.003095131366034981,0.0204896884433405,0.047445429740988275
winequality,8,1127,XT,0.028822802144165945,0.013650329249329041,0.014323255155148984,3.6003196239471436,-0.0006729259058200099,0.0031213912920048494,0.0010031188567377225,0.004124512279659165,0.02173649327616659,0.05055929542033253
winequality,8,1127,RF,0.02581277213804607,0.015540178861726118,0.00998537065705527,4.353877067565918,0.0055548082046708806,0.0020242372660024517,0.000894655576938752,0.0029188949738577995,0.017749472098599027,0.0435622442366451
winequality,8,1127,tabICL,0.030868428708998263,0.02245925826064956,0.01616816319630967,3.709033489227295,0.0062910906305214676,0.004239907760898359,0.0009599855663860457,0.005199893327284405,0.02440237585469099,0.055270804563689255
winequality,8,1127,PartitionWise,0.013469410807216647,0.0012114336854107343,0.0036219869386649563,0.15990304946899414,-0.0024105532532542663,0.0006333149799765348,-0.00019745894193075875,0.0004358581689623747,0.007003357952909367,0.020472768760126017
winequality,8,1127,TabPFN,0.027054072696550756,0.012922618413707143,0.008916346686737919,2.8975260257720947,0.004006267293150778,0.0018716809354107134,0.0006410952189167707,0.0025127761543274783,0.020588019842243475,0.047642092538794235
winequality,8,1469,BetterCatBoost,0.033412727711578286,0.032912370524195454,0.024091581353975378,8.778764724731445,0.008820789170220111,0.006750932637659956,0.0013034871533748882,0.008054422156563901,0.02314133923424231,0.05655406694582059
winequality,8,1469,CheapBetterLGBMClassifier,0.033543209645882706,0.026940613395809943,0.019897967236160784,2.1960110664367676,0.007042646159649191,0.005283271310359844,0.0010481199328259388,0.006331393608714847,0.023271821168546723,0.056815030814429436
winequality,8,1469,XT,0.03593066300279914,0.0479699252151921,0.03410214842150057,3.5370688438415527,0.013867776793691533,0.010375715996142492,0.001620136346004078,0.011995854707675637,0.026475832938417265,0.0624064959412164
winequality,8,1469,RF,0.03442802681257216,0.03622191581239055,0.0275062779335014,3.7362751960754395,0.008715637878889149,0.008172801428722795,0.0012718944766359347,0.009444698270887805,0.02551811092733681,0.05994613773990898
winequality,8,1469,tabICL,0.03532329557671064,0.047530947758373535,0.03260903829825658,4.343044757843018,0.014921905924370338,0.00994663978274101,0.0017661197821558423,0.011712759564896855,0.02505190709937466,0.060375202676085295
winequality,8,1469,PartitionWise,0.029052019445302363,0.013670941050561913,0.010883803094854205,0.16269373893737793,0.002787137955707719,0.0023219488902726402,0.0005251318447471231,0.0028470831005488416,0.01878063096796638,0.04783265041326874
winequality,8,1469,TabPFN,0.032051257229601934,0.03280378664109296,0.024529626162226537,3.05216908454895,0.008274156943119804,0.006949745598316928,0.0011266126555223854,0.008076358253839311,0.02177986875226595,0.05383112598186788
winequality,8,1914,BetterCatBoost,0.026958832915410395,0.0257700949489596,0.017957641275675673,8.57082486152649,0.00781245367328397,0.004951767462006798,0.0011672347637134094,0.006119003945253878,0.02716527344557911,0.05412410636098951
winequality,8,1914,CheapBetterLGBMClassifier,0.021207050158741445,0.020468265240409678,0.013511160457393557,2.3478832244873047,0.006957104783016177,0.0035132553008305283,0.0010199739102980943,0.004533230930662285,0.02141349068891016,0.04262054084765161
winequality,8,1914,XT,0.028946036170704313,0.0352977116870395,0.026873162000476812,3.2181060314178467,0.008424549686562689,0.008106017719176978,0.0015746916248571608,0.009680711063567809,0.029517601563084982,0.0584636377337893
winequality,8,1914,RF,0.027271189402730878,0.03128986171830329,0.02018027521410084,2.8346312046051025,0.011109586504202507,0.0063065424185513586,0.0014819906799578147,0.007788534818042833,0.026642803969621875,0.05391399337235275
winequality,8,1914,tabICL,0.032026157526562966,0.039083965878845356,0.02574653497012407,4.505257844924927,0.013337424900172423,0.008022987439204371,0.0017939370233787332,0.009816924462583105,0.03223259805673168,0.06425875558329465
winequality,8,1914,PartitionWise,0.022307211106801887,0.010552403552373546,0.007983391355738178,0.17150640487670898,0.0025690121966353784,0.0017310454923677415,0.0005151080018522741,0.0022461552137536976,0.0225136516369706,0.04482086274377249
winequality,8,1914,TabPFN,0.02701255656992594,0.02271672995457482,0.013646864675975779,3.574613332748413,0.009069859270050195,0.003324251210346632,0.0012753602703336254,0.004599611480680258,0.027218997100094657,0.054231553670020596
winequality,8,2494,BetterCatBoost,0.028104232780801996,0.038866869572386095,0.03192416495386811,12.886700630187988,0.006942704618517981,0.010101058136957964,0.0010264815601853355,0.011127541839513968,0.02145239868992697,0.049556631470728967
winequality,8,2494,CheapBetterLGBMClassifier,0.029911541557315086,0.031639092381821776,0.02386800825026143,2.7499680519104004,0.007771084131560346,0.00699540958456738,0.0011250644267750492,0.00812047615371311,0.023259707466440054,0.05317124902375514
winequality,8,2494,XT,0.031153784420710717,0.05104309730207941,0.038168411410940274,2.4096176624298096,0.01287468589113917,0.01247700302369551,0.0015524403687112802,0.014029445534777465,0.02462259286819136,0.05577637728890208
winequality,8,2494,RF,0.032757473057855736,0.04100331992500672,0.034055943428227854,2.826324701309204,0.006947376496778901,0.011233406450808545,0.001270902952066305,0.01250431154524553,0.025904915997405818,0.05866238905526154
winequality,8,2494,tabICL,0.0362044502531345,0.059111873963966555,0.04252492846765811,5.365247011184692,0.016586941106335018,0.0140410241036453,0.001924591844738932,0.015965615948384228,0.02955261616225947,0.06575706641539396
winequality,8,2494,PartitionWise,0.0236521156852856,0.010122418047534543,0.008191530475995301,0.16910672187805176,0.001930887571539286,0.0017461573719255747,0.00036552253347359176,0.002111682047769836,0.017000281594410572,0.040652397279696176
winequality,8,2494,TabPFN,0.030950971971746816,0.03496079091693175,0.027606647185020337,4.313688278198242,0.007354139341937982,0.008376105212395573,0.0010875730190817168,0.009463678231477295,0.02429913788087179,0.05525010985261861
winequality,8,3250,BetterCatBoost,0.0330769153374892,0.04089680234082721,0.032014676939245146,13.162498712539673,0.008882125401582053,0.009692056114978729,0.001300585869724688,0.010992644058429249,0.027538477640885572,0.060615392978374774
winequality,8,3250,CheapBetterLGBMClassifier,0.0322769146332374,0.032973103774756894,0.02317088978927595,3.167212963104248,0.009802213985480968,0.006605525809978563,0.0013781370349616989,0.007983664918666086,0.02673847693663377,0.059015391569871165
winequality,8,3250,XT,0.03738460683822632,0.06198994129812487,0.041968433270300566,2.2611608505249023,0.02002150802782433,0.0133511671570434,0.002260097071573311,0.015611266302342552,0.033015399602743294,0.07040000644096961
winequality,8,3250,RF,0.03396922155526968,0.046686574324771704,0.03369804994860439,2.8331971168518066,0.012988524376167331,0.010966544934821179,0.00164669878097502,0.012613245789522031,0.027446168092580943,0.06141538964785063
winequality,8,3250,tabICL,0.03683076253304114,0.06541637653388402,0.04409541420173466,6.472700595855713,0.021320957679410713,0.014275629949156158,0.002415009508652752,0.016690639457808902,0.03129232483643753,0.06812308736947867
winequality,8,3250,PartitionWise,0.020615376692551833,0.01023521989181705,0.007902606935426193,0.17279314994812012,0.0023326129563908003,0.0017183123238576569,0.00042790488880286025,0.002146219286386358,0.015076938995948202,0.035692315688500044
winequality,8,3250,TabPFN,0.0328923014494089,0.04138200084693723,0.02997140624990824,5.4168860912323,0.011410589944290362,0.008818504931046984,0.0015281817778192736,0.010346686708866262,0.02735386375280527,0.060246165202214166
winequality,9,300,BetterCatBoost,0.013666658798853554,-0.011077574521875088,-0.0018326119375797368,5.0688934326171875,-0.009244962584295335,-0.0021011061493155583,-4.7725098709784644e-05,-0.0021488297212772095,0.017000015974044803,0.03066667477289836
winequality,9,300,CheapBetterLGBMClassifier,0.008999993403752645,-0.02205856734500656,-0.007956923337946597,1.4360380172729492,-0.014101644007059983,-0.0035529567509853368,-0.0009573190100233594,-0.004510274234260548,0.012333350578943887,0.021333343982696533
winequality,9,300,XT,0.015666659275690713,-0.0148189520486522,0.003928257148029824,3.362679958343506,-0.018747209196682095,-0.0004928904156370151,-0.0007471126378592568,-0.0012400015267481454,0.018666683038075765,0.03433334231376649
winequality,9,300,RF,0.01899999260902405,-0.023933764718295853,-0.009141897033601309,4.372113466262817,-0.014791867684694543,-0.005319112637859241,0.00031859106584444796,-0.0050005200452666616,0.02466668287913005,0.0436666754881541
winequality,9,300,tabICL,0.018666660785675047,-0.007187579790141158,0.00043114514026942885,3.1246368885040283,-0.007618731676922214,-0.001173204360529781,0.0001066848090219244,-0.0010665195515078565,0.022000017960866293,0.04066667874654134
winequality,9,300,PartitionWise,0.02533332665761312,-0.025908509883372795,0.0008920174156206384,0.1497969627380371,-0.026800527298993414,-0.0014082219796345621,0.0009405307361604511,-0.0004676897167259733,0.028666683832804362,0.05400001049041747
winequality,9,300,TabPFN,0.014666660626729328,-0.004933013776949024,-0.0014408210578173096,3.389101266860962,-0.003492199465643342,-0.0014438955454776678,0.0003293829333658002,-0.0011145126121118675,0.01800001780192057,0.032666678428649905
winequality,9,391,BetterCatBoost,0.007134042386689847,0.027384854944299826,-0.003994877777307226,6.8637285232543945,0.03137973272160708,-0.0011509041423699324,0.003708843504045478,0.0025579387066362535,0.04585526064594471,0.05298930303263456
winequality,9,391,CheapBetterLGBMClassifier,0.007877308348872685,0.02340895699551231,-0.001930524217270746,1.6974706649780273,0.025339481212783056,-0.0006707135739385695,0.003072730866057033,0.002402016637079167,0.04659852660812754,0.05447583495700022
winequality,9,391,XT,0.012982792979670362,0.03204365954199627,-0.0012094380074472277,3.416080951690674,0.03325309754944348,-0.0013712947396738256,0.0038878545264374466,0.0025165591317243274,0.05093802598651761,0.06392081896618798
winequality,9,391,RF,0.011944168908609195,0.029514814999862783,0.00012768637372565506,4.360340118408203,0.029387128626137148,-0.0007819013248373724,0.003443768551465401,0.0026618665715887335,0.050152566532777595,0.062096735441386795
winequality,9,391,tabICL,0.004862054661085604,0.02320359073580406,-0.0010106223481285038,2.939526081085205,0.02421419798576873,-0.0003085795628539931,0.0030422447990207354,0.0027336652361667478,0.04358327292034046,0.04844532758142607
winequality,9,391,PartitionWise,0.0058097973151549015,0.014294640902535228,-0.001833336251185952,0.1467118263244629,0.016127977153721183,-0.0005016252051509614,0.0022054846799166293,0.0017038588197263783,0.044531015574409756,0.05034081288956467
winequality,9,391,TabPFN,0.00026289866907725813,0.014743088707695473,-0.002560082367359234,3.534266233444214,0.01730315597689087,-0.0009957692315950117,0.002313860142817872,0.0013180909112228633,0.03898411692833212,0.039247015597409375
winequality,9,509,BetterCatBoost,0.022015134822139692,0.019960413896256517,0.007271441078838842,5.953417539596558,0.012688972817417649,0.0006454750249221347,0.0017853912994834921,0.0024308674677790076,0.031566702053630685,0.05358183687577038
winequality,9,509,CheapBetterLGBMClassifier,0.018248878231652152,0.018471350661328816,0.011934381227291836,1.8460469245910645,0.006536969434037037,0.0022549869862861114,0.0010591565427586185,0.003314144672418108,0.027800445463143142,0.046049323694795294
winequality,9,509,XT,0.017144236671556616,-0.0018372049442710425,0.0022897878520630245,3.423380136489868,-0.004126992796334083,-0.0012101795337614422,0.00047624769719694786,-0.0007339306931911149,0.02531937181405756,0.04246360848561419
winequality,9,509,RF,0.022203447820607534,-0.020932318480873992,-0.001986816529101243,4.381401777267456,-0.01894550195177272,-0.0026033193771575454,0.0009748378307201059,-0.0016284804030640531,0.030772681290421572,0.0529761291110291
winequality,9,509,tabICL,0.022195685613365965,0.020431273138649293,0.008903849889761294,3.1600706577301025,0.011527415034858279,0.0008792179835903538,0.0015247873527420657,0.0024040053363324114,0.03174725284485696,0.05394293845822292
winequality,9,509,PartitionWise,0.0180722115942863,0.012946517535825253,0.009748430781476946,0.13997697830200195,0.003198086754348295,0.0022175441217740107,0.0009434700687726172,0.0031610153339200033,0.027623778825777295,0.045695990420063594
winequality,9,509,TabPFN,0.02043486251990278,0.014238618780936707,0.006343294028623414,2.834012985229492,0.00789531653828358,-5.0276537159853196e-05,0.0013341000571596262,0.001283823519999777,0.029986429751393772,0.05042129227129656
winequality,9,664,BetterCatBoost,0.016599449587998177,0.01775414560793622,0.006771320170012163,8.245071649551392,0.010982825437924126,0.001588540863946253,0.0016990537041966472,0.003287594779081411,0.04127479810518076,0.05787424769317895
winequality,9,664,CheapBetterLGBMClassifier,0.009956705143794462,0.012892714391721304,0.002754310250706227,1.963754653930664,0.010138404141015061,0.0004636012300778536,0.0014912135525994824,0.00195481499361585,0.034632053660977054,0.04458875880477151
winequality,9,664,XT,0.011324897602006986,0.023903925146352027,0.01174931554615381,3.60684871673584,0.01215460960019823,0.0034914155760035898,0.0018914797515940719,0.00538289553853618,0.0356960761734499,0.04702097377545689
winequality,9,664,RF,0.012212342986704195,0.008222110118745218,0.008460325444924333,4.877922296524048,-0.00023821532617911977,0.002189330438918452,0.0012196656203062636,0.0034089962701632213,0.037188443096766687,0.049400786083470885
winequality,9,664,tabICL,0.017636132814748927,0.03139215742818054,0.011989948555357505,3.272474765777588,0.019402197089530948,0.0032553905243146095,0.00252270084554171,0.005778091369856327,0.04231148133193151,0.05994761414668043
winequality,9,664,PartitionWise,0.008136246269019216,0.000680956998271176,0.0014026926991397126,0.1575314998626709,-0.00072173570086852,0.00022524925743968582,0.00031255485412476217,0.0005378043225029619,0.032811594786201805,0.04094784105522102
winequality,9,664,TabPFN,0.008741168524687152,0.013724120766314624,0.0017166927785831454,3.29193115234375,0.012007416204439408,0.0003702965423491897,0.0018039979069481196,0.0021742944492973092,0.03341651704186974,0.0421576855665569
winequality,9,865,BetterCatBoost,0.015838144693760513,0.008375675233819813,0.0020848199401470647,7.568911075592041,0.006290855293672792,0.00022529660191787925,0.000989086015963192,0.0012143836730211023,0.026820827495155998,0.04265897218891651
winequality,9,865,CheapBetterLGBMClassifier,0.011445080338185924,0.005213274261068041,0.0010548128112513489,2.055924654006958,0.004158461449816697,-0.00012143424795668378,0.0006869347636925844,0.0005655015708759259,0.022427763139581405,0.033872843477767325
winequality,9,865,XT,0.020578027184988034,0.008966726226789573,0.008893547082462839,3.619129180908203,7.317914432677374e-05,0.0016504806404283728,0.0008556572621367817,0.0025061389577051866,0.030057819454656177,0.0506358466396442
winequality,9,865,RF,0.015375714632817086,0.0032154931010826672,0.0037740240607346378,4.7143003940582275,-0.0005585309596519538,0.00014011455179638034,0.00080252945224598,0.0009426450591823871,0.026242790194605126,0.04161850482742221
winequality,9,865,tabICL,0.019421959750225086,0.016244408914842568,0.004323995019942084,3.398183584213257,0.011920405343122758,0.0004983632281594874,0.0018922750339158607,0.0023906382620753493,0.030404642551620575,0.049826602301845664
winequality,9,865,PartitionWise,0.010289013454679809,-0.002237179552963142,0.002330236354349957,0.1442718505859375,-0.004567415907313077,0.00038397523642156315,-0.000358380878980101,2.5595412581488896e-05,0.021271696256075293,0.0315607097107551
winequality,9,865,TabPFN,0.012601151907375093,0.009525411743156914,0.0015842176254847406,2.8463423252105713,0.007941185565894482,0.00019001105014299357,0.0013284288135638465,0.0015184398637068399,0.02358383470877058,0.03618498661614567
winequality,9,1127,BetterCatBoost,0.019078066310113627,0.021462834042615397,0.006032653547842553,8.325794696807861,0.015430180494772832,0.0009802537194258873,0.002028918772096036,0.0030091733115275507,0.03387455032896269,0.052952616639076314
winequality,9,1127,CheapBetterLGBMClassifier,0.013666463959299125,0.015249148808768837,0.005512541107096531,2.1167869567871094,0.009736607701672307,0.0012827044596336518,0.0013808056232615287,0.002663510902900816,0.028462947978148183,0.042129411937447306
winequality,9,1127,XT,0.017126836104847807,0.021374108298427806,0.009081598537306224,3.666475296020508,0.012292509761121595,0.002206190592645957,0.0016382564945360528,0.0038444479071876396,0.031035610964164618,0.048162447069012425
winequality,9,1127,RF,0.013227131006171452,0.013738369603250856,0.005635591123737621,4.74067234992981,0.008102778479513217,0.0011096366321958345,0.001383295672947503,0.0024929331251489772,0.029002179239586274,0.042229310245757726
winequality,9,1127,tabICL,0.00912919810294167,0.02810088303570854,0.010469291464169911,3.740983247756958,0.0176315821196912,0.0031972612543755023,0.001912802849604507,0.005110064103980007,0.023925682121790734,0.03305488022473241
winequality,9,1127,PartitionWise,0.01561612069852936,0.017794672177042625,0.004798318438484645,0.1657118797302246,0.012996353738558003,0.0009516164291894349,0.0015742024655255788,0.0025258197147206506,0.030412604717378423,0.04602872541590777
winequality,9,1127,TabPFN,0.017567349422177265,0.023094626963717113,0.00831327724864277,2.8912084102630615,0.01478134026322695,0.0021202551874029015,0.0018670557953935824,0.003987310982796482,0.03236383344102632,0.049931182863203596
winequality,9,1469,BetterCatBoost,0.021300173306193357,0.028343003597517763,0.017195955156779175,8.620773792266846,0.011147048440738605,0.004791891965178749,0.001795229919440941,0.006587122781348123,0.034852239125251705,0.056152412431445066
winequality,9,1469,CheapBetterLGBMClassifier,0.018648969333318145,0.022503373507131597,0.014040551566353355,2.2203896045684814,0.008462821940778232,0.003982282235991228,0.0013161126717044585,0.005298395804424108,0.03220103515237649,0.05085000448569464
winequality,9,1469,XT,0.0253915553511328,0.04211335265951342,0.025049105611537215,3.6867880821228027,0.017064247047976162,0.007464804321528767,0.0023236325354081657,0.009788437753665362,0.03969377774208717,0.06508533309321997
winequality,9,1469,RF,0.023688088900997932,0.014549926543389352,0.021911447866810808,4.186485528945923,-0.007361521323421438,0.006802652422468039,0.0019032076297614247,0.008705860948957889,0.036833616418549105,0.06052170531954704
winequality,9,1469,tabICL,0.026409644120548432,0.041100894559830056,0.02464164136137157,4.141011714935303,0.0164592440402979,0.007414352046474612,0.00239112214427743,0.009805474190752037,0.03996170993960678,0.06637135406015521
winequality,9,1469,PartitionWise,0.014228595216208223,0.00922489674753223,0.004318231765057823,0.16747164726257324,0.004906664982474407,0.0008319481738796097,0.0009775975289910421,0.0018095465995990768,0.027780661035266573,0.042009256251474794
winequality,9,1469,TabPFN,0.014154066770963702,0.022391789542711166,0.015151479548656633,3.060694456100464,0.0072403008358939425,0.004623509964353578,0.0013209658416373671,0.005944475805990948,0.027706132590022046,0.04186019936098575
winequality,9,1914,BetterCatBoost,0.016198236185705896,0.02750505593900022,0.009461574908537185,8.920395135879517,0.018043481030463056,0.0023285799813038644,0.0024167061169240154,0.004745286561985346,0.03677294595978805,0.052971182145493956
winequality,9,1914,CheapBetterLGBMClassifier,0.014474452000466844,0.020808157558270108,0.007279276294807696,2.2399046421051025,0.013528881263462411,0.0016513398489364796,0.001935329930501098,0.0035866702431950432,0.035049161774549,0.04952361377501584
winequality,9,1914,XT,0.02278087737367883,0.036659318705627095,0.017617797730709605,3.407872438430786,0.019041520974917465,0.005126870493156277,0.002971377622050508,0.00809824857896425,0.04445314955379254,0.06723402692747138
winequality,9,1914,RF,0.021689602410692434,0.025193601957186902,0.013115241969145963,2.915435552597046,0.012078359988040932,0.003630348272604826,0.0027680783573435118,0.0063984270937058095,0.041689215891555456,0.06337881830224788
winequality,9,1914,tabICL,0.01902026814491951,0.03891542633354379,0.016428101336443977,4.659759283065796,0.022487314181571988,0.004996979124175178,0.0027855877045747184,0.007782566828749895,0.03959497791900167,0.05861524606392118
winequality,9,1914,PartitionWise,0.010813496323138183,0.0070355458752748845,0.002825306169077374,0.16594624519348145,0.00421023970619751,0.0005660044390391264,0.001333623523590538,0.0018996284263871302,0.03138820609722033,0.04220170242035852
winequality,9,1914,TabPFN,0.017610756734904576,0.024729777905287208,0.007350219701123295,3.583153486251831,0.01737954738863608,0.0014649457744446398,0.002406312687451467,0.0038712584618961028,0.03818546650898673,0.05579622324389131
winequality,9,2494,BetterCatBoost,0.01924619799254123,0.028033806696574202,0.011446028961081656,10.950523138046265,0.01658777773549252,0.003075647499825468,0.002291427974316007,0.005367076108852975,0.037048090632235776,0.05629428862477701
winequality,9,2494,CheapBetterLGBMClassifier,0.017360659876608196,0.022585797987009854,0.008217133753136586,2.771275281906128,0.014368664233873247,0.0018549145186239236,0.002057090176891166,0.003912005330226595,0.03516255251630275,0.052523212392910947
winequality,9,2494,XT,0.026305858489795497,0.04272484053257851,0.01719123583128921,2.5967965126037598,0.025533604701289313,0.004850369583636843,0.0030905359136194272,0.007940906131967771,0.044227508458830916,0.07053336694862641
winequality,9,2494,RF,0.021089159554885852,0.01768262900107039,0.013893039102012927,2.7630364894866943,0.0037895898990574217,0.004220420439476144,0.002618767790134621,0.00683918886432226,0.03901113145299659,0.06010029100788243
winequality,9,2494,tabICL,0.023173330013534638,0.0407470355853446,0.016880740448401942,5.54462194442749,0.023866284975808828,0.005103257922727228,0.003131252985901076,0.008234510908628302,0.040975222653229185,0.06414855266676381
winequality,9,2494,PartitionWise,0.011030812208360313,0.008411020686750526,0.0026537378264686164,0.1839296817779541,0.005757282860281865,0.0004991488222540641,0.0010063082413293678,0.0015054576982949264,0.028832704848054863,0.03986351705641518
winequality,9,2494,TabPFN,0.02048981029695997,0.025581924796722277,0.009859330400496325,4.483676433563232,0.015722584235092124,0.0023347262863657346,0.0022356175062615393,0.004570343792627276,0.038291702936654515,0.05878151323361448
winequality,9,3250,BetterCatBoost,0.022707686864412747,0.03386409479242949,0.018038935278911206,13.099159717559814,0.015825159513518327,0.005393659733355642,0.002307376665726024,0.007701037087973805,0.03963078762934758,0.06233847449376033
winequality,9,3250,CheapBetterLGBMClassifier,0.021599994292626015,0.029439242783189663,0.013758171820062799,3.070549249649048,0.015681070963126903,0.003771294054254572,0.00224156356952753,0.0060128583126742505,0.038523095057560845,0.06012308935018686
winequality,9,3250,XT,0.0277538397862361,0.057386348285003205,0.0302752431354614,2.287839412689209,0.02711110514954184,0.009592536063244606,0.0031457634136719563,0.012738300165808713,0.044246170997619634,0.07200001078385573
winequality,9,3250,RF,0.023261531683114862,0.0422728529495256,0.02586812544358914,2.9188363552093506,0.016404727505936488,0.008459763413671956,0.0027192505931591393,0.011179014695723235,0.03993847824976994,0.0632000099328848
winequality,9,3250,tabICL,0.025938456718738262,0.055609143760646094,0.028671941023846237,6.606588125228882,0.02693719278306389,0.00937563946652741,0.003229018378065525,0.012604657844592939,0.042861557483673096,0.06880001420241136
winequality,9,3250,PartitionWise,0.012246149136469913,0.009951388779493314,0.004171251160952355,0.17435002326965332,0.005780137618540943,0.0008765922570454332,0.0010071350410340422,0.0018837279869716324,0.029169249901404747,0.04141539903787465
winequality,9,3250,TabPFN,0.022246149173149696,0.032909558317147355,0.014798607631611282,5.400753974914551,0.018110940731800095,0.003966633100635729,0.0024872516167242066,0.006453884717359937,0.03916924993808453,0.061415399111234226
o11,0,300,BetterCatBoost,0.012999985615412397,-0.00272796955369205,-0.005009321750950491,29.485867977142334,0.002281352197258435,-0.00142918089024318,0.0003234002418930404,-0.0011057785050664667,0.006333342790603637,0.01933332840601603
o11,0,300,CheapBetterLGBMClassifier,0.019666656255722045,0.003662187857321303,0.0028162710833733507,1.7986929416656494,0.0008459167739479467,-1.3343219128393591e-05,0.00023122260662930273,0.00021788153078458467,0.013000013430913287,0.03266666968663533
o11,0,300,XT,-0.00033334294954935774,-0.1254203881626729,-0.05111655161992597,3.1962668895721436,-0.07430383654274697,-0.015634742884024423,-0.0032361132543947888,-0.018870853995135543,-0.0046666526794433595,-0.0049999956289927166
o11,0,300,RF,-0.005000009934107463,-0.05591023450014822,-0.024830067832563252,4.3287413120269775,-0.03108016666758494,-0.008226779921061455,-0.0025783725136540453,-0.01080515029143183,-0.011999986171722413,-0.016999996105829873
o11,0,300,tabICL,-0.0013333392143249512,-0.005119982787046668,-0.002243673469199581,34.966875314712524,-0.0028763137043256006,-0.0005413246589402343,-0.00042880413277695954,-0.000970128791717191,-0.00799998203913371,-0.009333321253458659
o11,0,300,PartitionWise,0.011666652758916218,-0.10985470492156821,-0.0005541065353782904,0.25487256050109863,-0.10930059838618991,-0.0003175526355588279,-0.0011884698847811446,-0.0015060203770562914,0.00500000993410746,0.016666662693023682
o11,0,300,TabPFN,0.005333318710327149,-0.010860525931491305,-0.010333639572634157,19.062318801879883,-0.0005268907453356564,-0.003056717300787569,-8.73233121819833e-05,-0.003144040612969544,-0.0013333241144816079,0.00399999459584554
o11,0,386,BetterCatBoost,0.019187466478173112,0.004469870103033036,0.002058363613111569,38.23180174827576,0.0024115064899214887,-0.0003748639718756053,0.0003629778936553113,-1.1883639705817518e-05,0.007732278864819568,0.026919745342992678
o11,0,386,CheapBetterLGBMClassifier,0.024342313481298162,0.015193192158095415,0.013840942212862828,2.1829638481140137,0.0013522499452325754,0.003360283308722242,0.0002879472588687815,0.0036482330061055114,0.012887125867944615,0.037229439349242784
o11,0,386,XT,0.012680644596809948,-0.01661378826780472,-0.005716035783022022,2.900747060775757,-0.010897752484782674,-0.003800915229427279,-0.0006876795761916243,-0.004488592367104413,0.005351330862416849,0.018031975459226798
o11,0,386,RF,0.01476522593985706,0.006568882801097797,0.0039489111177209765,4.31974196434021,0.0026199716833768204,0.00019377637526432623,0.00017527783676578312,0.0003690566505445969,0.0046087393155702944,0.01937396525542735
o11,0,386,tabICL,0.02588410909835633,0.011656756652324008,0.005863141639662695,39.63779854774475,0.005793611756295181,0.0012319260350665163,0.0008384508096790977,0.002070376844745614,0.014428921485002782,0.040313030583359104
o11,0,386,PartitionWise,0.022001321193499446,0.006540431250570555,0.008431639727760487,0.21609210968017578,-0.0018912084771899318,0.0017680327262690615,-3.9430515985058866e-05,0.00172860464879849,0.0105461335801459,0.03254745477364534
o11,0,386,TabPFN,0.030063256850609416,0.005783534555259262,0.0004922178192200422,21.65714120864868,0.0052913134796730875,-0.0009751867601239195,0.000778002956287599,-0.0001971838038363205,0.018608069237255866,0.04867132608786528
o11,0,496,BetterCatBoost,0.017292918532785743,0.008371075319435617,-0.0012289919236339818,32.12708568572998,0.009600067243069632,-0.000523713630000433,0.0012827400861894433,0.0007590277400595147,0.024565669647370926,0.04185858818015667
o11,0,496,CheapBetterLGBMClassifier,0.012064637328639176,0.006829792308544302,0.0010193346755277832,2.393984079360962,0.005810457633016552,7.63183541877932e-05,0.0008075646823549026,0.0008838843204132058,0.01933738844322436,0.03140202577186353
o11,0,496,XT,0.0022282766260281967,-0.10244003422270813,-0.04152571670342816,2.5137717723846436,-0.060914317519279934,-0.014014023057158945,-0.00105082821989744,-0.015064849993185882,0.009299007490427807,0.011527284116456003
o11,0,496,RF,0.0017898922111048848,-0.03915243729066792,-0.01877532542321686,4.189953804016113,-0.02037711186745105,-0.006941080520683071,-0.001616803528539415,-0.008557882765351982,0.007852542027078493,0.009642434238183378
o11,0,496,tabICL,-0.0004121232321768094,0.004531585914151226,-0.0009070467894890077,50.56157970428467,0.005438625027418742,-0.00019582656635479812,0.0006925828135501799,0.0004967562471953818,0.006860627882408374,0.006448504650231564
o11,0,496,PartitionWise,-0.00039394814799530305,-0.009285471465278805,-0.003076743833351514,0.3715705871582031,-0.006208727631927302,-0.0007050321421357058,-0.0006947013287085246,-0.001399732186973726,0.006878802966589879,0.006484854818594577
o11,0,496,TabPFN,0.010052513714992639,0.005586187883706106,-0.003936657442755775,25.707382678985596,0.009522837650240368,-0.001625130074738404,0.0012212099606539323,-0.0004039201140844717,0.017325264829577823,0.027377778544570464
o11,0,637,BetterCatBoost,0.020676664318742717,0.016740378160244474,0.004277364833309355,29.96913456916809,0.012463013326935113,0.00023637822717932633,0.0015152172752114419,0.0017515970662564384,0.023407987373199053,0.04408465169194176
o11,0,637,CheapBetterLGBMClassifier,0.02368601504859962,0.020898683556776997,0.010225788418838543,2.880033016204834,0.010672895137938499,0.0020149258504973204,0.00153781572619473,0.003552743140557718,0.026417338103055955,0.05010335315165557
o11,0,637,XT,0.022579964257659405,-0.004591072690306652,-0.001693915446997879,2.367795944213867,-0.0028971572433087846,-0.002434053674539352,0.0006081578849532185,-0.0018258942257204508,0.024530037125851226,0.04711000138351064
o11,0,637,RF,0.015207916751914605,0.0011082539711792072,0.004678364143240682,4.689145565032959,-0.0035701101720614302,8.065392060501442e-05,0.00019946434273973996,0.0002801198272104344,0.017615666522050467,0.032823583273965076
o11,0,637,tabICL,0.018324304917665915,0.023956857059837116,0.0073694426295807525,64.42659306526184,0.01658740782582687,0.0015975748944462007,0.001956543452134846,0.0035541183465810492,0.02105562797212225,0.039379932889788166
o11,0,637,PartitionWise,0.010506877672719205,-0.004358398418287651,-0.00263881999979611,0.6322498321533203,-0.0017195784184915186,-0.0007657289075237106,0.00013736626341358387,-0.0006283610802444537,0.013238200727175542,0.023745078399894745
o11,0,637,TabPFN,0.026950038806718635,0.02126164535555481,0.006655763309731816,26.784075021743774,0.014605875441393485,0.00034738075794555067,0.001908159413487666,0.002255540171433215,0.02968136186117497,0.05663140066789361
o11,0,819,BetterCatBoost,0.03150754536712631,0.02360720705110373,0.009253091231418532,32.53269076347351,0.014354115819685199,0.001883252272397859,0.0018349672028657254,0.003718221291013732,0.030153386955505245,0.06166093232263157
o11,0,819,CheapBetterLGBMClassifier,0.025654635926340395,0.021531603259211517,0.0074091563082472,2.922504425048828,0.014122446950964308,0.0012172651548654934,0.0018245620836683351,0.0030418290542839677,0.02430047751471933,0.049955113441059726
o11,0,819,XT,0.01856051948850747,-0.0359546927743114,-0.005267406713083489,2.2244720458984375,-0.030687286061227937,-0.004378224919146819,-0.0001004251120076377,-0.004478648215404316,0.015864149175253202,0.03442466866376067
o11,0,819,RF,0.020146632431760337,-0.008165082748202369,0.0003844033222485055,4.527934789657593,-0.008549486070450918,-0.0015319468836670763,2.0530047850697564e-05,-0.0015114150200662452,0.018182717777201107,0.038329350208961444
o11,0,819,tabICL,0.02675294911595638,0.022371434157834224,0.007474940190731782,83.2647659778595,0.014896488326860035,0.0014814238040370075,0.0018280962653830473,0.003309520069420052,0.02539879070433531,0.0521517398202917
o11,0,819,PartitionWise,0.01000447916481535,-5.955870671143781e-05,0.00023013976043883,0.6507031917572021,-0.0002896984671503122,-1.4562110316068689e-05,3.903053654519262e-05,2.447024197926584e-05,0.008650320753194284,0.018654799918009637
o11,0,819,TabPFN,0.029681267560678883,0.016032405419581876,0.0044420487786098525,32.53203225135803,0.011590351000729615,7.693562038593171e-05,0.0015243398842566369,0.001601275504642566,0.028327109149057818,0.0580083767097367
o11,0,1052,BetterCatBoost,0.024704122513203072,0.032674252249418376,0.017907421892863797,43.837146520614624,0.014766830356554605,0.004840803635370214,0.0018828884125936334,0.006723693474112747,0.029669165538089643,0.05437328805129271
o11,0,1052,CheapBetterLGBMClassifier,0.02270231635057746,0.0264987696164093,0.01225351726233902,3.5376522541046143,0.014245252354070315,0.0028777254078701355,0.0018470296677240844,0.004724756501743116,0.02766735937546403,0.05036967572604149
o11,0,1052,XT,0.021568488961174376,-0.038055439746608966,-0.00672719900577452,2.32991886138916,-0.03132824074083442,0.000814562931031565,0.0006399283113069087,0.0014544926684873726,0.02748320451952539,0.04905169348069976
o11,0,1052,RF,0.020525382865607886,0.007643142875442643,0.011154191362016563,3.5579910278320312,-0.0035110484865738976,0.0023305690495400546,0.0009798066934127631,0.0033103771691017276,0.025487266106090062,0.04601264897169795
o11,0,1052,tabICL,0.029452940172601354,0.026462719311675504,0.010858269783811481,94.41919541358948,0.015604442396269203,0.002244316773277674,0.0019541359528449237,0.004198452726122598,0.03441798319748793,0.06387092337008929
o11,0,1052,PartitionWise,0.011967493217380448,-0.0006006892265394304,-0.0002534683897621792,0.6826484203338623,-0.0003472208367771845,-0.00020909779114534343,9.802474478055878e-05,-0.00011107162021588013,0.01693253624226702,0.02890002945964747
o11,0,1052,TabPFN,0.022503711906089602,0.023797634197845578,0.01208448255643021,37.99298930168152,0.01171314450982056,0.0030332212454526526,0.001573580814800249,0.004606802060252902,0.02746875493097617,0.04997246683706577
o11,0,1353,BetterCatBoost,0.021119849159855392,0.018652087216344905,0.007196361342777213,50.050429821014404,0.011455725873567735,0.0014282244677793793,0.001492307081630026,0.002920532993666322,0.025791186381513766,0.04691103554136916
o11,0,1353,CheapBetterLGBMClassifier,0.018976894590524564,0.015318282202365452,0.006496189304504285,3.911860942840576,0.0088220928978612,0.0014055631529693996,0.0012429749046193484,0.002648539501845651,0.02364823181218294,0.042625126402707506
o11,0,1353,XT,0.01447587238205934,-0.06604124714109966,-0.0221240960388309,2.458932638168335,-0.04391715110226872,-0.006243101956002764,-0.00013280526488770872,-0.006375905776633573,0.019517306373698376,0.03399317875575771
o11,0,1353,RF,0.012483798299833484,-0.016748413732522126,-0.0016239611904043994,2.961430072784424,-0.015124452542117672,-0.0013788800071166147,4.7585909394406986e-05,-0.0013312926534653046,0.016710964131260792,0.029194762431094274
o11,0,1353,tabICL,0.01913242619464807,0.018953111719441897,0.008149345823062527,124.6553463935852,0.010803758834100096,0.0019869221288986274,0.0013745768239529026,0.00336149895285153,0.023803763416306446,0.042936189610954516
o11,0,1353,PartitionWise,-0.0011841032207541673,-0.0030403522010365447,-0.002355182027113567,0.7835178375244141,-0.0006851701739229554,-0.0004929346922762423,-4.839766309601423e-05,-0.0005413309111153453,0.0034872340009042073,0.00230313078015004
o11,0,1353,TabPFN,0.019864683472851155,0.010950455384354418,6.931153241962473e-05,46.452802896499634,0.010881136789655476,-0.000953091029785455,0.0014152046845186366,0.00046211365473318444,0.024536020694509532,0.04440070416736069
o11,0,1738,BetterCatBoost,0.040278072915572706,0.04415132664736876,0.02749533001476325,68.43834924697876,0.01665599663260552,0.007722265641406117,0.00217709134241757,0.009899359290569251,0.030960133260792767,0.07123820617636546
o11,0,1738,CheapBetterLGBMClassifier,0.04407465302453352,0.03711495515169222,0.02216741816693585,4.953436374664307,0.01494753698475636,0.0057755741983366495,0.00210302713822792,0.00787860364331012,0.03475671336975358,0.07883136639428709
o11,0,1738,XT,0.038095988124088744,-0.0002307611047007607,0.012366884462497795,2.8096539974212646,-0.012597645567198579,0.00457300485921997,0.0014549726473399999,0.006027979813305532,0.028029596731138272,0.06612558485522702
o11,0,1738,RF,0.039302552894472056,0.036116104390953294,0.027391930369915062,2.9887046813964844,0.008724174021038245,0.007307975930360674,0.0015583464111465356,0.008866324648252762,0.03084651623897931,0.07014906913345136
o11,0,1738,tabICL,0.03993258412543989,0.039888896367079096,0.023592796553030183,152.06569123268127,0.016296096053285226,0.006248894207761191,0.0021087314998979754,0.008357625707659164,0.030614644470659952,0.07054722859609983
o11,0,1738,PartitionWise,0.015707197558422193,0.0009061902358813323,0.0013308337763444644,0.8296988010406494,-0.0004246435404631099,0.00021346546768944986,-5.019929529724298e-05,0.00016326847913775976,0.006389257903642252,0.022096455462064443
o11,0,1738,TabPFN,0.030091572819732553,0.024797057284400747,0.01811294227871225,57.76352858543396,0.006684111244924795,0.004679067431135853,0.0009514024957686246,0.005630469926904478,0.020773633164952614,0.05086520598468517
o11,0,2234,BetterCatBoost,0.03481776012219416,0.04016838727034435,0.019686546771352086,76.91485333442688,0.020481840498992255,0.005058816177486711,0.0025144598374508527,0.007573277818449756,0.03366209732366925,0.0684798574458634
o11,0,2234,CheapBetterLGBMClassifier,0.032578816936467206,0.032710185574616114,0.015468484047839593,5.799272298812866,0.0172417015267765,0.00361999682666847,0.0021785343012736018,0.005798532931454259,0.03142315413794229,0.0640019710744095
o11,0,2234,XT,0.031643436359647156,-0.036072171375536734,-0.0033793018564459596,3.136857271194458,-0.03269286951909082,0.00021234778054986803,0.0013564884113844461,0.0015688379954464982,0.03102518772076987,0.06266862408041701
o11,0,2234,RF,0.030523763699515816,0.018082603302847777,0.01457898359956411,3.113645553588867,0.003503619703283678,0.0031660679255903212,0.0017307180818108892,0.004896787810913392,0.028920372434441715,0.059444136133957534
o11,0,2234,tabICL,0.03379098638468971,0.03595734158315098,0.01602742763315167,183.47108006477356,0.0199299082629113,0.0038404979140624794,0.002404333006418502,0.0062448309204809925,0.032635323586164805,0.06642630997085452
o11,0,2234,PartitionWise,0.009484645187363848,-9.060265663134448e-05,0.0004741333615910448,1.0335474014282227,-0.0005647360182223449,6.567995397021298e-05,-2.631660878845421e-05,3.9365148693940034e-05,0.008328982388838935,0.017813627576202782
o11,0,2234,TabPFN,0.026938718149373826,0.01846364454673436,0.008622217617309602,73.52336597442627,0.009841421242336768,0.0015590927853073421,0.0013654384517301859,0.002924531237037531,0.025783055350848915,0.052721773500222745
o11,0,2872,BetterCatBoost,0.03726016315433622,0.04966142975368862,0.02852135388945174,104.6907868385315,0.02114007586423683,0.007641947047056691,0.0024396392133066934,0.010081588224779229,0.03349469691893311,0.07075486007326932
o11,0,2872,CheapBetterLGBMClassifier,0.03523974169032029,0.03970089695834084,0.020480490505599615,8.13585376739502,0.019220406452741246,0.00515054209411323,0.0022995385233595842,0.007450082581888654,0.03147427545491718,0.06671401714523748
o11,0,2872,XT,0.03520387206534837,-0.03431831039707982,-0.0009023525834769397,3.8522121906280518,-0.03341595781360288,0.001139240635190278,0.001217907759700035,0.002357150359306162,0.031264371385214595,0.06646824345056296
o11,0,2872,RF,0.034333275829440006,0.029405328386528717,0.021454992130047368,3.6725053787231445,0.007950336256481377,0.005158083504115865,0.001958418449999494,0.007116503918531192,0.03189148755897773,0.06622476338841773
o11,0,2872,tabICL,0.03795672619088168,0.039713770169906196,0.020238703892812248,236.64660143852234,0.019475061205928172,0.005076914810961985,0.0023393410117747843,0.007416255822736773,0.03419125995547857,0.07214798614636024
o11,0,2872,PartitionWise,0.011460433425695277,0.0004691966095061173,3.4123470956959336e-05,1.1265769004821777,0.00043507313854916906,-5.481414370439031e-05,8.652606971048804e-05,3.171389042194439e-05,0.007694967190292166,0.019155400615987445
o11,0,2872,TabPFN,0.03019165213139486,0.029312952837917138,0.017484422723366155,104.75274181365967,0.011828525043385218,0.004484254712579494,0.0015792521851149654,0.006063506897694459,0.02642618589599175,0.05661783802738661
o11,1,300,BetterCatBoost,-0.0006666668256123861,0.011965159275501607,-2.9987265185305033e-05,21.978017807006836,0.011995146540686914,-5.560111406914536e-06,0.001818085781306901,0.0018125247305059377,0.04266669034957886,0.042000023523966465
o11,1,300,CheapBetterLGBMClassifier,-0.002666668097178141,0.0027887869409979117,-0.0015341344985610682,1.7617313861846924,0.004322921439559019,-0.00038977621814106493,0.0012000390753980432,0.000810261917862927,0.0406666890780131,0.03800002098083496
o11,1,300,XT,-0.0006666700045267736,-0.058716010516007965,-0.018552820024999982,3.324547052383423,-0.04016319049100794,-0.007628480542087437,0.0012646676060607057,-0.006363813875420785,0.04233335375785828,0.0416666837533315
o11,1,300,RF,0.0016666638851165773,-0.00632356922462593,-0.010094738907146966,4.381356477737427,0.003771169682521064,-0.0035537398013466893,0.0017558157542088531,-0.0017979249865318916,0.04400002082188924,0.045666684707005814
o11,1,300,tabICL,-0.00033333341280619304,0.007963115609924808,-3.4564404695408556e-05,33.49727749824524,0.007997663827976403,-6.473620111743794e-06,0.0014895786127696446,0.0014831049926579006,0.04300002376238505,0.04266669034957885
o11,1,300,PartitionWise,-0.008666669527689616,-0.09998800295523758,-0.0010540215662153852,0.27087855339050293,-0.09893398138902218,-0.00020214306086207418,3.9635788090652825e-05,-0.0001625082121654714,0.03466668764750162,0.026000018119812007
o11,1,300,TabPFN,-0.0010000010331471761,0.012720742852480033,-0.001681088327377217,19.627559185028076,0.01440181499321343,-0.0004490744974464181,0.002229557005630339,0.001780482508183924,0.04233335614204407,0.041333355108896894
o11,1,386,BetterCatBoost,0.0012587366285143078,0.0021940153508996476,-0.007378233481967806,22.57904624938965,0.009572248832867452,-0.0031879603332347363,0.0015006290036360989,-0.0016873316072897036,0.03385949307110482,0.03511822969961912
o11,1,386,CheapBetterLGBMClassifier,0.0033866098671010295,-0.00048145516921138665,-0.005589194512528461,2.2764275074005127,0.005107739343317102,-0.0024246070383827285,0.0019741679322452786,-0.00045043938382852144,0.03598736630969154,0.03937397617679257
o11,1,386,XT,0.004135860183657388,-0.12463901744889032,-0.05845151046464905,3.0994389057159424,-0.06618750698424128,-0.012294397546706762,0.00022571234340311997,-0.012068685480994693,0.03518150470036886,0.03931736488402624
o11,1,386,RF,0.0023509785845563127,-0.026813195118272737,-0.01039016855873981,4.382927894592285,-0.0164230265595329,-0.004820719373028583,0.0004300413477321283,-0.004390678302987522,0.034691994705479665,0.037042973290035974
o11,1,386,tabICL,-0.0005061612461076115,-0.004534364137198465,-0.0061737436991227915,40.55569577217102,0.0016393659082096835,-0.0024460708991665635,0.0014379116407602296,-0.0010081592584063382,0.0320945951964829,0.03158843395037529
o11,1,386,PartitionWise,-0.0030569524476022434,-0.03626648040619877,-0.003083261870387288,0.22153306007385254,-0.03318321853581144,-0.0006203112108884648,0.001962028431724433,0.001341716943144901,0.029543803994988273,0.026486851547386024
o11,1,386,TabPFN,0.010093235711514692,-0.00044983543654551484,-0.00827544227944454,21.384415864944458,0.007825593189184372,-0.004393938874476625,0.0018507257159581208,-0.0025432131585185077,0.0426939921541052,0.05278722786561989
o11,1,496,BetterCatBoost,0.018341407455579196,0.013354661724708682,0.0028312108917094847,27.834598302841187,0.010523450832999198,-0.000161686304152113,0.001526125812466167,0.0013644409154916618,0.02361415857016438,0.04195556602574359
o11,1,496,CheapBetterLGBMClassifier,0.02214342712874364,0.022928465262732983,0.009915635636672198,2.6286416053771973,0.013012829626060807,0.0022618930838742375,0.0016576585015058848,0.003919552992557737,0.027416178243328825,0.04955960537207247
o11,1,496,XT,0.00905251924196879,-0.08838118663510004,-0.06497615669750652,2.773987054824829,-0.023405029937593552,-0.009279371328614196,1.3701174191635413e-05,-0.009265668747244962,0.013719209605997259,0.022771728847966057
o11,1,496,RF,0.013272720828200829,0.002989051944137444,-0.004699668877564051,4.329817533493042,0.007688720821701467,-0.0031809024172786233,0.0012097146422051092,-0.001971186367895901,0.018753552318823453,0.03202627314702429
o11,1,496,tabICL,0.01149696570454222,0.0069410956592343975,-0.0004322667238088329,48.68546724319458,0.007373355178828284,-0.0009629414910920966,0.0009816436981159068,1.8702207023812977e-05,0.016769716819127402,0.028266682523669623
o11,1,496,PartitionWise,-0.007064660171065667,-0.013319254362433003,-0.004964533861203757,0.32430410385131836,-0.008354720501229268,-0.0010943165610923303,-0.0008274725895945911,-0.0019217877435093096,-0.0017919090564804847,-0.008856569227546154
o11,1,496,TabPFN,0.026783828427093197,0.018898842374528692,0.00706183181835523,26.469772815704346,0.011837003351958492,0.0010213612541932662,0.0016890833739801575,0.002710444628173421,0.03205657954167838,0.05884040796877158
o11,1,637,BetterCatBoost,0.005479815537769963,0.004524434510970144,-0.0023173617689585756,32.99118423461914,0.006841796279928719,-0.0006153049696352886,0.0010058481827154235,0.0003905439099426915,0.0222736385922263,0.027753454129996264
o11,1,637,CheapBetterLGBMClassifier,0.00331446105746303,0.004486051761386156,-0.0004154032822664133,2.91325306892395,0.004901455043652586,-0.00021289452311392052,0.0008041229138573975,0.0005912290876060406,0.020108284111919367,0.0234227451693824
o11,1,637,XT,0.0079847392662773,-0.03837410601459963,-0.010306092509407044,2.4730255603790283,-0.028068013505192547,-0.004616692790038424,-0.00017493343964471928,-0.004791625532820576,0.024309812208974928,0.03229455147525222
o11,1,637,RF,0.0005831642003040615,-0.012103225975518805,-0.004258579480263591,4.779147386550903,-0.007844646495255231,-0.0019415072858826904,-0.00033484677079082605,-0.0022763533598109524,0.01643825671598902,0.01702142091629308
o11,1,637,tabICL,0.0025024586100512607,0.003545621696432888,0.0012083486452543757,65.2179024219513,0.002337263127952516,0.00030394553083799917,0.00048556492966194407,0.000789510460499946,0.019296281664507593,0.02179874027455886
o11,1,637,PartitionWise,-0.008010587112347442,-0.006129949560705427,-0.00432708443366841,0.6010406017303467,-0.0018028651270370066,-0.0009306755578812574,-6.294503664582979e-05,-0.0009936198976645224,0.008783235942108895,0.000772648829761452
o11,1,637,TabPFN,0.009869575867150713,0.005658495686428089,-0.00421933021675292,26.129177808761597,0.009877815979955013,-0.0013835486423248943,0.0015812464190755736,0.00019769777675067852,0.026663398921607045,0.03653297478875776
o11,1,819,BetterCatBoost,0.015613489308507788,0.01644140248283734,0.005351611976631065,35.9708685874939,0.011089790506206287,0.0012160707585493814,0.0015773586309772464,0.002793430602856123,0.02403039179767978,0.039643881106187565
o11,1,819,CheapBetterLGBMClassifier,0.015377067897948751,0.011537830601453348,0.0008627403844566172,3.163367748260498,0.010675090216996752,-7.827421558970205e-08,0.001518525344124752,0.0015184482832386603,0.023793970387120743,0.039171038285069494
o11,1,819,XT,0.012688158875041142,-0.10384026044776881,-0.031076568375745996,2.233539581298828,-0.07276369207202282,-0.0028795015209092585,-0.0004807101431181876,-0.0033602104506979423,0.020373353872687343,0.033061512747728485
o11,1,819,RF,0.01585215667256263,0.0006972060497567933,0.00648940792484014,4.60350775718689,-0.005792201875083336,0.0013493787224944042,0.0010134121738718555,0.0023627921096957575,0.025128702946663906,0.04098085961922653
o11,1,819,tabICL,0.014393980894976347,0.015819947331672846,0.0032836810943368986,83.7709448337555,0.012536258291090873,0.0005098597314704883,0.0016756652696476332,0.002185525001118119,0.02281088338414834,0.037204864279124686
o11,1,819,PartitionWise,-0.004761344889190299,-0.00430081513146704,-0.0012418310085270945,0.6296710968017578,-0.003058984122939934,-0.0002536715115743382,-0.0003748831603759523,-0.0006285534586207925,0.003655557599981691,-0.0011057872892086078
o11,1,819,TabPFN,0.015149621874847651,0.014955228923278363,0.006965974613257519,31.245625495910645,0.007989246363775793,0.0017451807150925785,0.0011911260693137,0.0029363067844062783,0.023566524364019643,0.03871614623886729
o11,1,1052,BetterCatBoost,0.012064084747364387,0.007976517406083867,0.0004753108313742649,37.81879687309265,0.007501206574709646,7.594982729758337e-07,0.0010350460318900717,0.0010358069568685152,0.017020100464645454,0.02908418521200984
o11,1,1052,CheapBetterLGBMClassifier,0.011687645705551735,0.005869635503819126,0.0004687277020989589,3.3932316303253174,0.005400907801720201,-7.004248448786166e-05,0.0008533245160549027,0.0007832834582725129,0.0166436614228328,0.028331307128384543
o11,1,1052,XT,0.008074469733684819,-0.06595958252276181,-0.014846231327753655,2.373392343521118,-0.051113351195008115,-0.005058944730198536,-0.0013302191352738912,-0.006389162438766952,0.014360207725233054,0.022434677458917873
o11,1,1052,RF,0.006930257995896456,-0.019145925114929695,-0.0017119327794467675,3.4101059436798096,-0.017433992335482908,-0.0009038517740060481,-0.0008642908522176473,-0.001768141199518221,0.015498550579580703,0.022428808575477164
o11,1,1052,tabICL,0.010836826971545225,0.008644114154290523,0.0028908662634093084,94.97540831565857,0.0057532407614168946,0.0006151760383537486,0.0008039506599826246,0.0014191266983363717,0.015792842688826293,0.026629669660371513
o11,1,1052,PartitionWise,-0.003237654389067391,-0.004006908280659416,-0.002158255788612273,0.7007951736450195,-0.0018486524920471093,-0.00044136379302066596,-0.00019440681923355574,-0.0006357691855487596,0.001718361328213673,-0.0015192930608537176
o11,1,1052,TabPFN,0.015200615822932598,0.0018821711724222923,-0.0028938803358997344,38.306490659713745,0.004776044378857697,-0.0010091922270385023,0.0007249483483520072,-0.00028424387868649926,0.020156631540213663,0.03535724736314626
o11,1,1353,BetterCatBoost,0.026826832314992156,0.02532106764327462,0.013107701612709233,54.168320417404175,0.012213366030565364,0.00326432330738953,0.0016574646544410293,0.004921789633928414,0.02780266591494765,0.05462949822993981
o11,1,1353,CheapBetterLGBMClassifier,0.023203488375721237,0.01291370450168764,0.005148715474017485,3.8365631103515625,0.007764989027670133,0.0009600217702449316,0.0011350858161155025,0.002095109258458283,0.024179321975676727,0.047382810351397964
o11,1,1353,XT,0.024602699559031736,-0.061768205015528745,-0.005077716010486633,2.5591909885406494,-0.0566904890050421,0.001818076744982619,0.00012087324628096419,0.0019389516633614324,0.025650146873625834,0.05025284643265757
o11,1,1353,RF,0.020612265722533628,0.012747192922574545,0.013555598641788569,2.943298816680908,-0.0008084057192139892,0.0036839993908757444,0.0005028585468747099,0.004186859609848307,0.021587005802007,0.04219927152454063
o11,1,1353,tabICL,0.021806745497242288,0.020010827501316386,0.010053113388914448,125.30571103096008,0.009957707922273717,0.002406670938534752,0.001388493058109197,0.003795163996643952,0.022782579097197782,0.04458932459444007
o11,1,1353,PartitionWise,-0.0027350131426252464,-0.004351017685715141,-0.0014271970288682878,0.7655837535858154,-0.002923820656846854,-0.0002849600840682226,-0.0004258175427352878,-0.0007107759547056614,-0.0017591795426697549,-0.0044941926852950015
o11,1,1353,TabPFN,0.016844592020781098,0.010238074335674885,0.005433609711061882,46.5084969997406,0.00480445843448476,0.0012379968451335737,0.0007054417341865044,0.0019434385793200865,0.017820425620736588,0.034665017641517686
o11,1,1738,BetterCatBoost,0.024859542604264956,0.0212080917563637,0.008436884402939427,57.35690379142761,0.012771207353424274,0.0017837575725143634,0.0018230172932232835,0.0036067762150753246,0.031070437955613085,0.05592998055987804
o11,1,1738,CheapBetterLGBMClassifier,0.023827378461153147,0.015878546491865174,0.005167342395873476,4.878048896789551,0.010711204095991678,0.0009459426034725771,0.0016213699653609803,0.0025673139181712433,0.030038273812501272,0.053865652273654405
o11,1,1738,XT,0.020315506689561683,-0.11357476315476311,-0.048962272871815496,2.8455519676208496,-0.06461249028294762,-0.004485513069942312,5.12908799879308e-05,-0.004434220840616704,0.02698799384671312,0.0473035005362748
o11,1,1738,RF,0.019345947733545844,0.00275185262016292,0.00559255014044181,2.9826974868774414,-0.0028406975202788674,0.0002445016337209005,0.000937897517431302,0.0011824005004898858,0.027743731910250737,0.04708967964379658
o11,1,1738,tabICL,0.018822910241021788,0.01784691227274019,0.00513610522647725,152.0447084903717,0.012710799620642855,0.0010714973363013026,0.0016834787204417444,0.0027549760567430444,0.025033805592369906,0.04385671583339169
o11,1,1738,PartitionWise,-0.0036255031957382784,-0.003124764432543348,-0.0009398561221566015,0.8180499076843262,-0.0021849083103867573,-0.00018255081862055266,-0.00026002540790052433,-0.0004425748771833826,0.0025853921556098433,-0.0010401110401284351
o11,1,1738,TabPFN,0.013643695743936335,0.0078807611720343,0.002291895552431,58.93597078323364,0.005588858193983204,0.00016069378964019275,0.0008325001474448812,0.0009931939370850767,0.01985459109528446,0.03349828683922079
o11,1,2234,BetterCatBoost,0.017768672992157022,0.021897357129833105,0.004261295362700151,66.80718874931335,0.017636061767132928,0.0009013971034361051,0.0021633293532862126,0.0030647275153027594,0.02869555350680112,0.046464226498958136
o11,1,2234,CheapBetterLGBMClassifier,0.01637713429195476,0.018489255797072435,0.004468000357048252,5.88588809967041,0.014021255440024149,0.0009461494297673221,0.0018911316834093555,0.0028372821717571038,0.02730401480659885,0.04368114909855361
o11,1,2234,XT,0.01624541791488677,-0.14215370633489882,-0.056076461590736405,3.1457457542419434,-0.08607724474416242,-0.005529047048622006,8.878981764806753e-05,-0.005440256172393507,0.026232199289853247,0.04247761720474001
o11,1,2234,RF,0.017989280293304762,-0.0004527503672749122,0.0019373693526755886,3.07438588142395,-0.002390119719950534,-0.0008226078520293237,0.0012631137331607727,0.0004405069397118877,0.028782133014527332,0.04677141330783209
o11,1,2234,tabICL,0.014053124509820339,0.02188271851835789,0.0047535378678515315,184.67284083366394,0.017129172111898145,0.0010539441952049171,0.0020468904677704916,0.0031008346629754144,0.024980005024464437,0.039033129534284776
o11,1,2234,PartitionWise,-0.004076008435001527,-0.001740103020390915,-0.0011249469114136656,0.9289841651916504,-0.0006151561089772828,-0.00022506199323665403,-6.468380354113512e-05,-0.0002897447381973589,0.006850872079642571,0.0027748636446410448
o11,1,2234,TabPFN,0.0157963758962911,0.009288919563348824,-0.00011076575635055597,72.97983741760254,0.00939967678109117,-0.000409510865088461,0.0013633291060622416,0.0009538182409737861,0.026723256410935196,0.04251963230722629
o11,1,2872,BetterCatBoost,0.019808202816417517,0.02404291820753849,0.007124138996202211,84.39843320846558,0.016918779211336287,0.0016793924877438193,0.0021561045096800376,0.003835498059667275,0.03067567098489261,0.05048387380131012
o11,1,2872,CheapBetterLGBMClassifier,0.016432107645929665,0.019095241576684067,0.005584061338838886,6.71037220954895,0.013511180237845245,0.0011793364330470236,0.0018060731991060785,0.002985410694396523,0.02729957581440475,0.04373168346033442
o11,1,2872,XT,0.01577209001489705,-0.09530588551997454,-0.03930186090729578,3.9321775436401367,-0.056004024612678706,-0.005096100629649031,0.0005048704892050198,-0.004591229078200598,0.02636081238938649,0.04213290240428354
o11,1,2872,RF,0.01821165927918169,0.004938836229682636,0.004451967707710813,3.646468162536621,0.0004868685219718449,0.00020263292923935471,0.001557907160416444,0.0017605411518992198,0.030366992731633246,0.04857865201081494
o11,1,2872,tabICL,0.01688561811903682,0.023510077793093907,0.005927085003508204,236.45362305641174,0.017582984264999053,0.001361153309887994,0.002172782212787322,0.0035339355226753216,0.027753086287511913,0.044638704406548727
o11,1,2872,PartitionWise,-0.004319899179414987,-0.0012950718039336894,-0.0007610213725640525,1.033806324005127,-0.0005340504313695815,-0.0001471281573130201,-6.465205864963908e-05,-0.00021177915371923262,0.006547568989060103,0.0022276698096451155
o11,1,2872,TabPFN,0.012879911013072846,0.005585526615560188,-0.0019739451211883696,103.78006029129028,0.007559463212161932,-0.0011216301137033785,0.0011193062452038022,-2.3238684995763315e-06,0.023747379181547935,0.036627290194620785
o11,2,300,BetterCatBoost,-0.003333341280619303,-0.010530866105598136,-0.007078090324619068,18.939525365829468,-0.003452775780979092,-0.002244940245863746,0.00044045179360877317,-0.001804488158577939,0.020000015894571937,0.016666674613952638
o11,2,300,CheapBetterLGBMClassifier,0.004999993244806924,0.002854717785486549,-0.007535316494640154,1.7398836612701416,0.010390034280126711,-0.002252806760527402,0.0015485731563996477,-0.0007042333104507158,0.028333350419998172,0.033333343664805094
o11,2,300,XT,-0.009666672150293987,-0.2000901130644716,-0.06510611063254441,3.2617433071136475,-0.13498400243192718,-0.010372592886269637,-0.0024900373307140842,-0.012862629923306678,0.013333351612091066,0.0036666794617970775
o11,2,300,RF,-0.005333338578542074,-0.04457409890479643,-0.01579713259204827,4.325159788131714,-0.028776966312748196,-0.005441963256640003,-0.0017408891825659357,-0.007182852145528903,0.01566668470700582,0.010333346128463747
o11,2,300,tabICL,-0.0020000004768371583,-0.004477318157886578,-0.0016105259136707684,33.46210598945618,-0.0028668037107935614,-0.0005851307356109225,-0.00018521065862538987,-0.0007703413942363096,0.021333356698354088,0.019333356221516926
o11,2,300,PartitionWise,-0.009666673739751181,-0.03711118526198389,-0.0032959486958853146,0.2315385341644287,-0.03381523656609857,-0.0006740348656795126,-0.00018003701116578035,-0.0008540715831682491,0.013666683435440063,0.004000009695688883
o11,2,300,TabPFN,-0.0046666733423868815,-0.003563859635477362,-0.007799253133570249,19.07790756225586,0.004235382031515134,-0.0023619803103307863,0.0006571675972857849,-0.0017048127130450043,0.018666683832804364,0.014000010490417481
o11,2,386,BetterCatBoost,0.004079245794545878,0.002981114987511008,-0.0019602014111225695,24.052374601364136,0.004941316398633577,-0.0006396037020623788,0.0007134721558039097,7.386912867281132e-05,0.02122878678592094,0.02530803258046681
o11,2,386,CheapBetterLGBMClassifier,-0.0026040687824621465,-0.006583871012272385,-0.0035510707057589074,2.206092119216919,-0.0030328003065135055,-0.0009029002010621942,-0.00015508964586859463,-0.0010579891719995015,0.014545472208912913,0.011941403426450767
o11,2,386,XT,0.0007559047672615977,-0.06409719428425288,-0.013731314524434334,2.9869401454925537,-0.0503658797598185,-0.004851034085964702,-0.0008831530780836969,-0.0057341864891171145,0.01972362739103777,0.02047953215829936
o11,2,386,RF,0.0012653953982241103,-0.04499627356454906,-0.004390521954551118,4.35523533821106,-0.04060575160999795,-0.0014546486195792408,-0.000559501914432535,-0.0020141498590804828,0.019980037708580988,0.0212454331068051
o11,2,386,tabICL,0.0023509810536931127,0.0016340433403110866,-0.00044214728682770985,40.968616247177124,0.0020761806199621146,-8.798685232490195e-05,0.00037168718196353977,0.0002837003296386309,0.019500522045068174,0.021851503098761285
o11,2,386,PartitionWise,-0.011168836920093862,-0.007937921410546538,-0.0026826074431611667,0.23746609687805176,-0.005255313967385345,-0.000578288674728944,-0.00048172711881632054,-0.0010600151186139731,0.005980704071281197,-0.005188132848812666
o11,2,386,TabPFN,-0.004668670720034665,-0.010003643484848751,-0.00852315679125797,21.209635972976685,-0.001480496700767453,-0.002417845612523943,-3.2556666563458846e-05,-0.002450402279087406,0.012480870271340394,0.007812199551305729
o11,2,496,BetterCatBoost,0.020406055366150054,0.02132314030864707,0.009545946080181444,35.302170753479004,0.011777194228465604,0.0013038937958053027,0.0016560896586021584,0.0029599844904182075,0.03169900850093726,0.05210506386708732
o11,2,496,CheapBetterLGBMClassifier,0.01147878196504381,0.008199033885493933,0.004926187232581425,2.5720958709716797,0.0032728466529124756,0.0011640446643452623,0.0006558096182757184,0.0018198553186317356,0.022771735099831013,0.03425051706487482
o11,2,496,XT,0.017959590622873018,-0.06270877258240815,-0.02657195134649467,2.6816954612731934,-0.03613682123591348,-0.0026777893637324164,0.00010906248811943519,-0.0025687258396022206,0.028042442459048644,0.04600203308192167
o11,2,496,RF,0.024626256952382096,0.015321382915988457,0.011629471697914218,4.305380821228027,0.0036919112180742396,0.002469525114382065,0.0012396467754370532,0.0037091729258298734,0.03511112908642701,0.05973738603880911
o11,2,496,tabICL,0.017583835356163258,0.01622935360698712,0.007155089251531732,49.37613296508789,0.009074255730452785,0.0013471885171314397,0.0014262814303646093,0.0027734699474960462,0.02887678849095046,0.04646062384711371
o11,2,496,PartitionWise,-0.0034303120169976746,-0.010055755571656643,-0.0017357658860763015,0.37072157859802246,-0.008319989685580332,-0.0003414262383500982,-0.0006892242761684069,-0.0010306494785077502,0.007862641117789528,0.004432329100791855
o11,2,496,TabPFN,0.024006052867330686,0.01878800426154902,0.006025838165482122,26.33858609199524,0.012762157471064305,0.00018440475083436047,0.0018926394694717603,0.0020770442203061233,0.03529900600211789,0.059305058869448576
o11,2,637,BetterCatBoost,0.017875236107080472,0.020850319686649032,0.003224675927947501,32.66881465911865,0.017625643758701563,0.0005880110964442021,0.002084522994917637,0.002672535269134266,0.026868862311143105,0.04474409841822358
o11,2,637,CheapBetterLGBMClassifier,0.013925926394643276,0.01565458455177931,0.004797673524357976,2.8289942741394043,0.010856911027421335,0.0011669747030825296,0.0013607127654638757,0.0025276886463188194,0.022919552598705914,0.03684547899334919
o11,2,637,XT,0.0031151507431127897,-0.03092112445523933,-0.020981877199830017,2.220996141433716,-0.0099392472554093,-0.00710136901460533,-0.0002467582042378763,-0.007348126041070778,0.015083678110729993,0.01819882885384278
o11,2,637,RF,0.009710868948146583,-0.009223346126468319,-0.005778160471995514,4.668700933456421,-0.0034451856544727875,-0.002629845884684062,0.00013297249348740713,-0.002496872213424227,0.018223441515381883,0.027934310463528466
o11,2,637,tabICL,0.009718253831635779,0.015333519884113345,0.0007810495774431825,64.63124346733093,0.01455246222431642,8.632593043882004e-05,0.0016553769880372827,0.0017417029184760998,0.018711880035698413,0.028430133867334194
o11,2,637,PartitionWise,0.0004601293016137098,-0.008300692653121227,-0.0021516131569128292,0.6212296485900879,-0.006149079496208415,-0.0005004575042172291,-0.0007043293594943434,-0.0012047856859391485,0.009453755505676346,0.009913884807290056
o11,2,637,TabPFN,0.01788138730495464,0.017979744605533927,0.002970316426312397,26.751105070114136,0.015009420096867787,0.0003024368870597302,0.001840187204951453,0.002142624092011185,0.026875013509017276,0.04475640081397192
o11,2,819,BetterCatBoost,0.0403007529425118,0.02847071665341393,0.013268311673821443,35.3602557182312,0.015202404979592498,0.002456662574473062,0.002015136973642598,0.004471801965363895,0.029190496969915124,0.06949124991242693
o11,2,819,CheapBetterLGBMClassifier,0.03932589111919623,0.025880383266520625,0.01092249027904385,3.2535693645477295,0.014957892987476818,0.0017429081829832744,0.002002446773289407,0.0037453573735209216,0.028215635146599548,0.06754152626579576
o11,2,819,XT,0.02431317597881827,-0.10184915027949693,-0.04784586962369545,2.250786304473877,-0.05400328065580149,-0.009351920966801824,2.16625868251219e-05,-0.009330255962728467,0.012843051305274559,0.037156227284092826
o11,2,819,RF,0.028353276361378122,0.003907265908159374,0.0023783828456656942,4.396013021469116,0.0015288830624936689,-0.0019281622589693488,0.0006079266565210323,-0.0013202331852000843,0.016633264145843284,0.04498654050722141
o11,2,819,tabICL,0.03395031437659075,0.021197834093571642,0.009521404438615788,83.29435634613037,0.011676426317184718,0.0017835411262650646,0.001546501442832357,0.003330042569097433,0.022840058403994067,0.05679037278058482
o11,2,819,PartitionWise,0.005989062182296452,-0.0048948018059113306,8.300298739172263e-06,0.643620491027832,-0.004903102104650492,-2.8244767137344808e-05,-0.0006869599887048717,-0.0007152023385939871,-0.005121193790300224,0.0008678683919962265
o11,2,819,TabPFN,0.04116039440140616,0.01905376355761266,0.00731560703442895,31.15329146385193,0.01173815318541258,0.0001463220573066526,0.001654469405338882,0.001800791462645529,0.030050138428809485,0.07121053283021565
o11,2,1052,BetterCatBoost,0.029180764513827156,0.026969591533640563,0.009798067857766135,44.449440002441406,0.017171523675874455,0.0018353057357440665,0.0023172723814141928,0.004152579661299077,0.03223201832634632,0.061412782840173465
o11,2,1052,CheapBetterLGBMClassifier,0.0320351982719337,0.02759727290849291,0.013011026582150998,3.699819326400757,0.01458624632634189,0.0027171746029612835,0.002011581240842536,0.004728757387944626,0.035086452084452865,0.06712165035638656
o11,2,1052,XT,0.022707283863281993,-0.08644928254696219,-0.029570352448417204,2.2379543781280518,-0.056878930098544965,-0.0038477350881113287,0.0008884120570026438,-0.002959321486967867,0.025378487934998428,0.04808577179828042
o11,2,1052,RF,0.02090633533846253,0.015645129083259646,0.005358024278099405,3.6247315406799316,0.01028710480516023,0.0005528873447480682,0.001563476075659076,0.0021163649645479675,0.022911775315542355,0.043818110654004885
o11,2,1052,tabICL,0.03031730440071328,0.026900328514525083,0.00989506465294442,94.62393569946289,0.017005257181646416,0.0024132845749987334,0.0022675655791325688,0.0046808501541313,0.03336855821323244,0.06368586261394574
o11,2,1052,PartitionWise,-0.00419951401454174,-0.005788533866631284,-0.002708923913873673,0.7238461971282959,-0.003079609952757645,-0.0005760629164292347,-0.00043472908767907826,-0.0010107904599674894,-0.0011482602020225791,-0.005347774216564319
o11,2,1052,TabPFN,0.0302324429281515,0.02591711474162662,0.01207349524644783,38.00890231132507,0.013843612815244533,0.0023831267148521932,0.0019282666500573698,0.004311393364909569,0.03328369674067066,0.06351613966882216
o11,2,1353,BetterCatBoost,0.01943555472994235,0.026651627702804798,0.01062763298540797,46.229934215545654,0.016023994717396794,0.002820468423546607,0.0020800493481785143,0.0049005186687930465,0.03298211403715491,0.05241766876709727
o11,2,1353,CheapBetterLGBMClassifier,0.02039469016157116,0.021451625048437544,0.009235421076302852,4.396946430206299,0.012216203972134687,0.0021920176614838942,0.0017483602719525148,0.003940378830504328,0.03394124946878373,0.05433593963035488
o11,2,1353,XT,0.019878087690884384,-0.03197052568560167,-0.004161393284316084,2.472935676574707,-0.027809132401285564,-0.0006461103226066244,0.0011433312518091168,0.0004972218262704164,0.034089673454357136,0.05396776114524152
o11,2,1353,RF,0.020839136648784166,0.018084898872504012,0.011796514662395657,2.9118263721466064,0.006288384210108367,0.0026700420774358967,0.0015653509623765965,0.0042353939368804105,0.03431080167991176,0.05514993832869593
o11,2,1353,tabICL,0.019142541040467715,0.022982855897211697,0.00798975031582227,125.2890305519104,0.014993096424528363,0.0018878781768034245,0.001949404328061627,0.0038372825048650526,0.03268910034768028,0.051831641388148
o11,2,1353,PartitionWise,-0.012869214930787867,-0.008268243007130794,-0.0018634620652128787,0.7578048706054688,-0.006404780941917931,-0.0003646710546254928,-0.000841977157831901,-0.001206647315389464,0.0006773443764246957,-0.01219187055436317
o11,2,1353,TabPFN,0.014317604063051523,0.015120971873238381,0.004823025782881879,47.10978579521179,0.01029793693349541,0.0011158225318633045,0.0013937425635923081,0.0025095650954556183,0.027864163370264084,0.0421817674333156
o11,2,1738,BetterCatBoost,0.02836794149856292,0.026844089547765505,0.012113992697085785,65.80572581291199,0.014730096850679709,0.0022293268990969117,0.0020196362038180067,0.004248964523118753,0.03342941156255472,0.061797353061117645
o11,2,1738,CheapBetterLGBMClassifier,0.023822244962798843,0.021612786591357912,0.010659010788134004,4.909600496292114,0.01095377580322393,0.0023158413492337633,0.0015355741239473143,0.0038514168933849154,0.028883715026790647,0.05270595998958949
o11,2,1738,XT,0.022490471738903253,-0.11421621538980069,-0.04621369341510939,2.780930995941162,-0.0680025219746913,-0.00797134168026913,0.0002900037693243596,-0.007681336490740936,0.028473469319516203,0.05096394105841946
o11,2,1738,RF,0.023589215478156622,0.011612502086606608,0.004984872840997967,2.8848459720611572,0.006627629245608635,-0.0007759142618937815,0.0013205068407153354,0.0005445939990253834,0.02882392721831801,0.052413142696474624
o11,2,1738,tabICL,0.025775111661196948,0.021969504623985326,0.008134821166623618,152.6880156993866,0.013834676303009785,0.0016841851712573104,0.0018717176536463098,0.00355590282490362,0.03083658172518875,0.0566116933863857
o11,2,1738,PartitionWise,0.00022556806961924382,-0.00012413239609948556,-0.0009518097285458715,0.9541511535644531,0.0008276773324464082,-0.00020294132548689115,0.00013581913500894383,-6.712077027410945e-05,0.005287038133611043,0.005512606203230287
o11,2,1738,TabPFN,0.0198539063800913,0.01271126732130139,0.003944291848623704,58.03365612030029,0.008766968318325751,1.4778292782050006e-05,0.001251659349809514,0.0012664376425915586,0.0249153764440831,0.044769282824174396
o11,2,2234,BetterCatBoost,0.031114547588178935,0.03709421676821058,0.011883464167956482,75.27081346511841,0.025210752600254092,0.002566633229961729,0.0031176274640016487,0.005684261918737063,0.039345829142138446,0.07046037673031738
o11,2,2234,CheapBetterLGBMClassifier,0.03021577998764522,0.03392768716986111,0.011960015275562053,6.455580234527588,0.021967671894299025,0.002687054132245198,0.00276129936603296,0.005448354723051868,0.03844706154160474,0.06866284152924998
o11,2,2234,XT,0.025963919691293674,-0.04805341669894779,-0.01610063060306577,3.1484594345092773,-0.031952786095882035,0.0009627511999054733,0.0014686419803840943,0.0024313944050632697,0.034463356511612794,0.06042727620290646
o11,2,2234,RF,0.025741108444648532,0.03145395588945995,0.01670184717039257,3.148714303970337,0.014752108719067392,0.004200582961001148,0.00200209440472886,0.00620267859050371,0.03330114857895348,0.059042257023601996
o11,2,2234,tabICL,0.027620704163446003,0.033645661383185844,0.011224643026300362,183.65967798233032,0.022421010454447554,0.002467552359668573,0.002733610113556087,0.0052011624732246605,0.03585198571740552,0.06347268988085152
o11,2,2234,PartitionWise,0.004659358823382284,0.0007848182888557376,0.002064021871499011,0.9451913833618164,-0.00127920358264334,0.0004417503047187826,-0.00014952513147341583,0.0002922263980190659,0.012890640377341797,0.017549999200724083
o11,2,2234,TabPFN,0.02475665909376166,0.02106583387853177,0.006848008474662559,72.61817955970764,0.014217817501431284,0.000970157323371379,0.001954257735706852,0.0029244150590782307,0.03298794064772117,0.05774459974148283
o11,2,2872,BetterCatBoost,0.03144213760030972,0.03701055177005459,0.01592994138225575,100.1766836643219,0.021080610387798848,0.003957422749055703,0.002698960336584527,0.006656384362517595,0.03882831505525656,0.07027045265556628
o11,2,2872,CheapBetterLGBMClassifier,0.027888796433230778,0.033070605791667956,0.013749061880768076,7.566957473754883,0.019321543910899873,0.0034085308452623335,0.002481377711221433,0.005889909833361134,0.035274973888177616,0.0631637703214084
o11,2,2872,XT,0.027295010959247877,-0.06819769581052235,-0.020662705628218737,3.9056127071380615,-0.047534990182303574,-0.0016316368001145886,0.0011711448457639884,-0.00046049067747323537,0.03478499072726035,0.062080001686508235
o11,2,2872,RF,0.028898403687109425,0.028932084312164087,0.01751501928681486,3.662548065185547,0.011417065025349227,0.004046513816795311,0.0020170429487450098,0.006063558042417688,0.03562316604723191,0.06452156973434134
o11,2,2872,tabICL,0.02872473323881545,0.03718852521141287,0.015093908077482076,236.64784002304077,0.02209460943094025,0.003929919748396749,0.002770221575538201,0.006700141323934952,0.03611091069376228,0.06483564393257774
o11,2,2872,PartitionWise,0.004556820580569601,0.0005238447529050894,0.0008474909836990397,1.023069143295288,-0.00032364623079393916,0.00016201352381274846,-3.049778892737498e-05,0.00013151701176273566,0.011942998035516437,0.016499818616086036
o11,2,2872,TabPFN,0.0224214969832795,0.022227443894887566,0.009254621039668055,103.8353443145752,0.012972815152228968,0.002091740571342801,0.0017520383437816867,0.0038437789151244905,0.029807674438226333,0.05222917142150583
o11,3,300,BetterCatBoost,-0.009666673739751181,-0.0006297121891162827,-0.0059585297227084276,22.02692198753357,0.005328817533592117,-0.001949779839761262,0.0006789934071340347,-0.0012707861389501904,0.013666683435440063,0.0040000096956888855
o11,3,300,CheapBetterLGBMClassifier,0.005999996662139893,-0.005784902700041195,0.0037856500267155536,1.9065110683441162,-0.00957055272675672,0.000998989337439947,-0.0007266775078680482,0.0002723121232489356,0.029333353837331138,0.035333350499471027
o11,3,300,XT,-0.0026666712760925297,-0.017157065973408554,-0.017599550740434518,3.2062556743621826,0.00044248476702599127,-0.005626185478862233,0.0004409256322488703,-0.005185259552936319,0.023666685819625853,0.021000014543533323
o11,3,300,RF,-0.00500000516573588,-0.0012030472064477825,-0.006470257904509597,4.269941329956055,0.005267210698061825,-0.0018640743677511215,0.000610777484100726,-0.001253296589973349,0.017000018358230593,0.012000013192494711
o11,3,300,tabICL,0.0,0.0008351420808483557,-1.1466577704011272e-08,33.16983604431152,0.0008351420808483557,0.0,0.0002506102175296593,0.0002506102175296593,0.023333357175191242,0.023333357175191242
o11,3,300,PartitionWise,-0.00900000770886739,-0.07001918679390905,-0.0019298820563823371,0.276339054107666,-0.06808930473752672,-0.00040918608109373754,-0.0003579778461056685,-0.0007671636335223553,0.014333349466323853,0.005333341757456461
o11,3,300,TabPFN,-0.009333337942759196,-0.006050618159408433,-0.008714479151005611,20.19273567199707,0.0026638495250194518,-0.002278339980791014,0.0004568571938822624,-0.001821482786908747,0.014000019232432048,0.0046666812896728515
o11,3,386,BetterCatBoost,0.00898101373072906,0.0017595906024728825,-0.00238620576541424,29.62543487548828,0.004145796367887133,-0.0008156448922296194,0.0006279672743301878,-0.00018767646460389058,0.018371646963196358,0.027352660693925418
o11,3,386,CheapBetterLGBMClassifier,-0.0013719690985335056,-0.0022262164585553136,-0.0041088161906951805,2.143061637878418,0.0018825997321398724,-0.0010547260619605426,0.0002550783336458598,-0.0007996465750191528,0.008018664133933795,0.00664669503540029
o11,3,386,XT,0.007978682481484376,-0.07267735738181884,-0.017759796029573865,2.925434112548828,-0.054917561352245,-0.0083133267166211,-0.0018682203415147259,-0.010181545904840297,0.01736931571395168,0.025347998195436056
o11,3,386,RF,0.003050276997325185,-0.02041149678492756,-0.00688775766397604,4.26652193069458,-0.013523739120951506,-0.0030502216735160516,-0.0010168650301594084,-0.0040670855503799315,0.010885798303913443,0.013936075301238627
o11,3,386,tabICL,0.0038994329713242792,0.0036232572210066092,0.001875389004602651,39.4945068359375,0.0017478600403551148,0.0004184220514042894,0.00025046967074481284,0.0006688917221490967,0.013290066203791579,0.017189499175115856
o11,3,386,PartitionWise,-0.010685988767441614,-0.014983778270614307,-0.005779118413381817,0.21698236465454102,-0.0092046598572325,-0.0012566511835676365,-0.001075707480002673,-0.0023323575102747796,-0.0012953555349743135,-0.011981344302415927
o11,3,386,TabPFN,-0.003942732282213636,-0.004536466751428031,-0.004814275003337526,22.129518508911133,0.0002778000758606458,-0.0015010903068717967,7.743957947754925e-05,-0.0014236507273942503,0.005447900950253664,0.0015051686680400285
o11,3,496,BetterCatBoost,0.01976564974255032,0.01716124271673709,0.00638475306894386,25.097119569778442,0.010776489647793297,0.0011679394595670537,0.0016128187345588255,0.0027807589835224062,0.03505860287733752,0.054824252619887846
o11,3,496,CheapBetterLGBMClassifier,0.005240397602620751,-0.00915447733938884,-0.006523306342524171,2.5317320823669434,-0.002631170996864618,-0.0021706406509818268,0.0001301327555720544,-0.002040507106013245,0.020533350737407953,0.025773748340028702
o11,3,496,XT,0.013333327856930819,-0.07081458977174808,-0.02934325427553146,2.623656988143921,-0.041471335496216594,-0.004070801687264099,0.0018287821511197427,-0.002242018746747826,0.02943436151080662,0.042767689367737435
o11,3,496,RF,0.01593938812583384,-0.005732039717576115,0.0024161402087301996,4.277539968490601,-0.008148179926306325,-0.0003601819341776752,0.001523549154486739,0.0011633680097055982,0.030828300760249894,0.04676768888608374
o11,3,496,tabICL,-0.0009939415575277927,0.0008066644750743424,-0.001124495563243949,50.21475410461426,0.0019311504693025506,-0.00030428202399475774,0.0004354721591643268,0.00013119013516956906,0.014299011577259407,0.013305070019731616
o11,3,496,PartitionWise,-0.00604849109745989,-0.00602754150458335,-0.0035463002094259233,0.3517472743988037,-0.0024812412951573993,-0.0007353106503365486,-0.00021333708845436007,-0.0009486469493943759,0.009244462037327313,0.003195970939867425
o11,3,496,TabPFN,0.017751507366546477,0.015677830130702952,0.005991594406780004,25.045660495758057,0.009686226154907213,0.001049722833069737,0.0015521533205679588,0.002601876153637693,0.03304446050133368,0.05079596786788017
o11,3,637,BetterCatBoost,0.012549201745217241,-0.003992921071474342,-0.0058940475363199905,26.994943380355835,0.0019011264648456261,-0.0018196470731017683,0.00048514255991623234,-0.0013345024615832063,0.007369599602823182,0.019918801348040423
o11,3,637,CheapBetterLGBMClassifier,0.012859240068694738,0.003719864483389146,-0.0018232059829765834,2.8410990238189697,0.00554307046636573,-0.0006455502830934684,0.0007465192500309247,0.00010097101853978607,0.00767963792630068,0.020538877994995416
o11,3,637,XT,0.006740888670145527,-0.08261374500546735,-0.02081348860684653,2.238264322280884,-0.06180025639862084,-0.007937657618094016,-0.002203566547446614,-0.010141222113938305,0.0017212271353039218,0.008462115805449448
o11,3,637,RF,0.003768447013645191,-0.02732430479335094,-0.011892573072852764,4.533915281295776,-0.015431731720498198,-0.004024873688741437,-0.0012175113473153725,-0.005242382984454483,0.000310055163549626,0.004078502177194817
o11,3,637,tabICL,-0.00015994697281225442,0.0047041287734982725,0.001765744726478191,62.96059989929199,0.002938379309595096,0.0005749441175808667,0.00029841979021010543,0.0008733639077909722,-0.005339549115206313,-0.005499496088018568
o11,3,637,PartitionWise,0.0012610611586472177,-0.006894682879760572,-0.004258968241713679,0.6117420196533203,-0.002635714638046871,-0.0009637974516419317,-0.00040141497111819693,-0.0013652103711577824,-0.003918540983746841,-0.0026574798250996222
o11,3,637,TabPFN,0.02088704148644772,-0.008390144142606115,-0.015280870743898578,25.72533345222473,0.006890721863867477,-0.005455590938914598,0.0010067682240161053,-0.004448822714898493,0.01570743934405366,0.03659448083050138
o11,3,819,BetterCatBoost,0.014636382985468238,0.010638666362602661,-4.185273510380338e-05,33.067503452301025,0.010680519097706486,-0.0003076470617427607,0.0015443281214738646,0.001236682123608618,0.025477346525066686,0.04011372951053492
o11,3,819,CheapBetterLGBMClassifier,0.01061872586454083,0.007028699421793438,-0.0005705919691223916,3.126692056655884,0.007599291390915841,-0.0003704272557720531,0.0011374566337539194,0.0007670304418593884,0.021459689404139275,0.032078415268680105
o11,3,819,XT,0.008659278961171937,-0.018792652328888805,-0.014833786355887136,2.1902382373809814,-0.003958865973001708,-0.006325539245332953,0.0004073848406563718,-0.00591815334079906,0.01949799770850827,0.02815727666968021
o11,3,819,RF,0.014284746158663496,0.0019860674546354983,-0.004871610043574603,4.551192998886108,0.006857677498210107,-0.0022514400383899596,0.0011351627015638132,-0.0011162762729486284,0.026223270354041893,0.0405080165127054
o11,3,819,tabICL,0.004759835747389599,0.008673058571018749,0.000852268602693923,83.79249691963196,0.007820781449993314,0.0001755982185192087,0.0010945374775500893,0.0012701356960692924,0.015600799286988046,0.020360635034377645
o11,3,819,PartitionWise,-0.009899752057635033,-0.008139214670524786,-0.002132474375768356,0.6527512073516846,-0.006006740294756435,-0.0004394877146902773,-0.0007984014615347784,-0.0012378881123475377,0.0009412114819634124,-0.008958540575671619
o11,3,819,TabPFN,0.018930858748233477,0.007953581149626054,-0.0015077445759164143,31.11833930015564,0.00946131720721095,-0.0010053727180827545,0.0014325438884096903,0.0004271711703269274,0.02977182228783193,0.04870268103606541
o11,3,1052,BetterCatBoost,0.017481374923544204,0.024547462719684592,0.002597754542150693,37.759684562683105,0.021949708177533916,0.0003160223528193312,0.002798348595697939,0.0031143712629263963,0.04047846489043032,0.057959839813974526
o11,3,1052,CheapBetterLGBMClassifier,0.009494464881692937,0.010764103184587166,-0.0028284155314161176,3.544888734817505,0.013592518716003272,-0.0015348990361485847,0.0019024321122938586,0.0003675333905544018,0.03249155484857906,0.04198601973027199
o11,3,1052,XT,0.014254565994940233,-0.07726413432273403,-0.034369663868866765,2.318173408508301,-0.04289447045386729,-0.00570988080288677,0.0018297869921933454,-0.003880093496284301,0.03734418566085447,0.05159875165579471
o11,3,1052,RF,0.010263593257132676,0.006550436139754773,-0.001206473401550784,3.817844867706299,0.0077569095413055345,-0.0016139334621811357,0.0019956431069404605,0.00038170995916845114,0.03326293982439293,0.043526533081525605
o11,3,1052,tabICL,0.004840891686230528,0.015647997749145347,0.0001109501350362363,94.86399865150452,0.015537036226891576,-4.0727860383196754e-05,0.0019638991778350113,0.0019231713174518174,0.02783798165311665,0.03267887333934718
o11,3,1052,PartitionWise,0.00560053731108648,0.0025807902304614437,-0.00043468332081042504,0.6812272071838379,0.003015473551271919,-0.00016456442631724994,0.0006890048942576208,0.0005244407823495015,0.028597627277972597,0.03419816458905908
o11,3,1052,TabPFN,0.016157516092835472,0.0180161414024394,0.0008622466817491348,38.60989594459534,0.017153883333472737,-0.0004372925835734523,0.0023340077299485217,0.0018967151463750733,0.0391546060597216,0.05531212215255706
o11,3,1353,BetterCatBoost,0.02402267993205197,0.026705930349835528,0.010568728004610072,50.28679037094116,0.016137202345225442,0.0022245196171994273,0.002156459253336332,0.004380979859784892,0.03607409095444835,0.06009677088650032
o11,3,1353,CheapBetterLGBMClassifier,0.023506074818135023,0.025599422268599487,0.012210402281150234,4.165783643722534,0.013389019987449213,0.0029410354114543596,0.0019130240353223027,0.0048540604360257835,0.03555748584053141,0.059063560658666435
o11,3,1353,XT,0.019513730096641063,-0.016775689023499053,-0.002557154850802601,2.407193660736084,-0.014218534172696473,-0.0026397561105040435,0.0012195988467492286,-0.001420156274505696,0.032231807591437116,0.05174553768807818
o11,3,1353,RF,0.019879453313208936,0.019545253566308596,0.004919898626417174,2.9917922019958496,0.014625354939891366,0.0004282649971144387,0.001939089287579568,0.002367355273943128,0.030895740404242415,0.05077519371745136
o11,3,1353,tabICL,0.0244602937236972,0.030057314753250138,0.011631426696791503,125.32284665107727,0.018425879252457495,0.003025116727498911,0.0023210657986499073,0.005346182526148824,0.03651170474609359,0.060971998469790775
o11,3,1353,PartitionWise,0.0004411588791079153,-0.0014657033711944934,-0.0010424453950008128,0.7812650203704834,-0.00042325797619369165,-0.00021121350323692611,-1.4004102325718137e-05,-0.0002252166163135033,0.012492569901504297,0.012933728780612214
o11,3,1353,TabPFN,0.01810194192826137,0.02203132449244114,0.009720439102968348,45.74581027030945,0.012310876585471675,0.00237234304109592,0.0016940764285161252,0.004066419469612048,0.030153352950657752,0.04825529487891912
o11,3,1738,BetterCatBoost,0.028994161885273317,0.03692336045378916,0.016737029561157368,55.34723472595215,0.020186330892631787,0.0043183443994608325,0.002533742280157081,0.0068520878866106085,0.03751384520574927,0.06650800709102259
o11,3,1738,CheapBetterLGBMClassifier,0.023183104864881045,0.029210531581974498,0.012100311091038863,4.912716388702393,0.017110220490935635,0.0028765916984167333,0.0022367166207506615,0.0051133095261600954,0.031702788185357,0.05488589305023804
o11,3,1738,XT,0.02473681959533641,-0.021871195881254878,-0.008435493186095443,2.7407901287078857,-0.013435702695159446,0.00040050088906142255,0.0020988103542455756,0.00249931245029969,0.03337078284181129,0.0581076024371477
o11,3,1738,RF,0.023241075618580825,0.026923755777843707,0.01480461015187844,2.915066957473755,0.012119145625965255,0.0037935649926164328,0.0018334374995265968,0.005627003699135727,0.030897696028327835,0.05413877164690867
o11,3,1738,tabICL,0.023415642692054855,0.03249433768789835,0.013337965142150809,152.73926854133606,0.019156364575245843,0.0032818422913430427,0.002311513206263638,0.005593355497606675,0.03193532601253081,0.05535096870458565
o11,3,1738,PartitionWise,0.0005225359595873481,-0.0008246400766863116,-0.00036712955344123663,0.816601037979126,-0.00045751052324507493,-8.800466910376947e-05,-5.649648789058381e-05,-0.0001444999500016586,0.0090422192800633,0.009564755239650648
o11,3,1738,TabPFN,0.023753837200057578,0.019692955467907704,0.006550023451980125,59.136404275894165,0.013142924045425875,0.0011801978063735203,0.0018274099185422777,0.003007607724915795,0.032273520520533526,0.05602735772059111
o11,3,2234,BetterCatBoost,0.024845148416919784,0.03284429544054672,0.01334424343874362,69.528391122818,0.019500052001803093,0.0034683042883736303,0.0024872385249994104,0.005955544037528238,0.033086461972965955,0.057931610389885736
o11,3,2234,CheapBetterLGBMClassifier,0.024975965756275788,0.02636355390262554,0.010978203614370286,5.633169651031494,0.015385350288255283,0.0026298343550242853,0.0020836237446789003,0.004713459323858374,0.033217279312321955,0.05819324506859774
o11,3,2234,XT,0.02547205083149994,-0.05473143076407163,-0.03126063730448634,3.2383298873901367,-0.02347079345958526,-0.0021289744487416216,0.0014877448636426648,-0.000641228360943763,0.03380274933409934,0.05927480016559929
o11,3,2234,RF,0.023724776398373677,0.023632078885620456,0.011464166920793717,3.098769187927246,0.012167911964826661,0.002471911756029377,0.002073117680706879,0.004545030660891442,0.03196578878093553,0.05569056517930922
o11,3,2234,tabICL,0.02063622467351454,0.029115621394064716,0.010559274376167304,183.912446975708,0.01855633911309189,0.0025677382886760856,0.002301570485278642,0.004869308773954731,0.028877538229560712,0.049513762903075256
o11,3,2234,PartitionWise,-9.069615007588931e-05,-7.2943682427606404e-06,-0.0003966432036157208,0.8812534809112549,0.00038934883537294906,-7.791394819916254e-05,7.706528632976939e-05,-8.474377142020373e-07,0.00815061740597028,0.008059921255894392
o11,3,2234,TabPFN,0.02193154727408903,0.01888561997063647,0.0075983424201586545,73.11011815071106,0.011287269645672272,0.0014756981867907527,0.0016200538690283456,0.003095752055819101,0.0301728608301352,0.05210440810422423
o11,3,2872,BetterCatBoost,0.026149787607454494,0.03279262905574869,0.012736538821363618,94.71418261528015,0.0200560902343851,0.0030994967860380764,0.0025531487309785605,0.005652646622485724,0.03631614988288308,0.06246593749033756
o11,3,2872,CheapBetterLGBMClassifier,0.022841561456933706,0.02808869744387677,0.011695511917929563,7.5285890102386475,0.016393185525947197,0.0028639853005543807,0.0021712446437521737,0.00503523104977565,0.03300792373236229,0.055849485189295986
o11,3,2872,XT,0.022073195916525325,-0.03655663498432917,-0.018305330879236702,3.8018860816955566,-0.018251304105092493,-0.0036239245648775897,0.001676677195798397,-0.0019472462636101113,0.033005017738345174,0.0550782136548705
o11,3,2872,RF,0.024649592884308173,0.022712293898798686,0.008128635851649973,3.613645553588867,0.014583658047148701,0.0012340899312425241,0.0023701604054131033,0.0036042514421247146,0.03523383108967453,0.0598834239739827
o11,3,2872,tabICL,0.02151661386289049,0.0287041180937113,0.010899649028909674,236.30449843406677,0.01780446070567825,0.002749004398494477,0.002191501831148106,0.004940506229642582,0.031682976138319066,0.053199590001209565
o11,3,2872,PartitionWise,-0.0008010977417244149,-0.0007701390604829661,9.57321538449185e-05,1.0731570720672607,-0.0008658712143279179,1.7526302265216676e-05,-9.999217530021476e-05,-8.246476756590682e-05,0.009365264533704166,0.00856416679197975
o11,3,2872,TabPFN,0.01647342791880212,0.013016730733936189,0.002534550143068859,104.21492123603821,0.010482172231743936,0.00017217675623959483,0.001485235570439658,0.00165741232667925,0.0266397901942307,0.043113218113032814
o11,4,300,BetterCatBoost,0.009666653871536254,-0.00346272552516671,-0.0028408106574795643,31.111099004745483,-0.0006219148676871233,-0.0012313112103226526,-0.00011055253235380674,-0.0013418615993927782,0.003000011046727498,0.012666664918263754
o11,4,300,CheapBetterLGBMClassifier,0.004666655063629151,-0.010306865811076099,-0.0030000954036895956,1.9162793159484863,-0.007306770407386471,-0.0010886961255567665,-0.0009013138263383568,-0.001990007808611445,-0.001999987761179607,0.002666667302449544
o11,4,300,XT,0.004333324829737346,-0.06624793455027442,-0.005940531436214558,3.282412052154541,-0.06030740311405982,-0.002965668809950343,-0.0025254095506911057,-0.005491076217357764,-0.0026666514078776044,0.0016666734218597407
o11,4,300,RF,0.009666657050450642,-0.010890201309876118,0.004114100045734098,4.31816291809082,-0.015004301355610173,0.0010052571159755775,-0.0015315206618022076,-0.0005262614025429546,0.0016666805744171135,0.011333337624867757
o11,4,300,tabICL,0.010999993880589802,0.003934301830258113,0.0034204619223139167,34.808186292648315,0.0005138355214656832,0.0006118964093426854,2.2886821534484624e-05,0.0006347832308771714,0.004333351055781047,0.01533334493637085
o11,4,300,PartitionWise,-0.015000013907750447,-0.022507813181952097,-0.010511973716643613,0.24930691719055176,-0.011995839465308444,-0.002332420226528337,-0.001787775902144352,-0.004120193985389008,-0.021666656732559207,-0.03666667064030965
o11,4,300,TabPFN,0.008999988635381064,-0.007374562636587878,-0.004073589881831263,20.14539408683777,-0.003300977141235134,-0.002077799790228406,-0.0004911644321206665,-0.0025689642223490697,0.0023333458105723056,0.011333334445953368
o11,4,386,BetterCatBoost,0.00805527441032402,0.016952463367860816,0.0013465984655517738,26.26761794090271,0.01560586490230909,6.0523088069436295e-05,0.0021918364743599207,0.0022523592826852274,0.04068933088621456,0.04874460529653858
o11,4,386,CheapBetterLGBMClassifier,0.01611721129803272,0.01768774474384695,0.0042493251416333535,2.2591331005096436,0.013438419602213609,0.0006551731429490143,0.0026780323930680723,0.003333205256272946,0.04875126777392326,0.06486847907195598
o11,4,386,XT,0.007279383449446468,-0.03787425664528708,-0.0027410079410276566,3.071998119354248,-0.03513324870425943,-0.0015378496481058032,0.0005300132297570648,-0.0010078366980928607,0.039134218960335525,0.04641360240978199
o11,4,386,RF,0.006253742179273566,0.004710581986274265,0.007301196650464021,4.399270296096802,-0.002590614664189772,0.0021254966352404784,0.001123029842773686,0.0032485261982700365,0.038887798655164105,0.04514154083443768
o11,4,386,tabICL,0.006490174949149311,0.023497254383887105,0.007378559794843947,39.487096071243286,0.016118680927469597,0.0019055797055095706,0.002225048756832042,0.004130628462341609,0.03912423142503985,0.04561440637418916
o11,4,386,PartitionWise,-0.001278724052728989,-0.04467800235455691,-0.00023257792491676588,0.23838353157043457,-0.04444542442964013,-6.569087052896577e-05,0.0008214344417379268,0.0007557432914648332,0.03135533242316156,0.030076608370432568
o11,4,386,TabPFN,0.01166832642359929,0.020499616305770307,0.0035883820857872117,20.702760934829712,0.01691122055840954,0.000755065467575819,0.0026519541450246388,0.003407019612600458,0.04430238289948983,0.05597070932308912
o11,4,496,BetterCatBoost,-0.0024505094735309332,0.00650880981974924,-0.0019204933416494263,27.73169708251953,0.008429303161398661,-0.00040856346558603015,0.0014102269046657235,0.0010016634811604156,0.02496365578246839,0.02251314630893746
o11,4,496,CheapBetterLGBMClassifier,0.00019393511011142893,0.003198275865240174,-0.0025511860879860403,2.453505039215088,0.005749461953226237,-0.0007413856494860996,0.0010589487682652512,0.00031756316085987114,0.027608100366110756,0.027802035476222182
o11,4,496,XT,-0.0002363680131507645,-0.07520437192236369,-0.011824924279798593,2.688434600830078,-0.0633794476425651,-0.00409070599045334,-0.0009170889309696187,-0.0050077948793422295,0.026573756694793706,0.026337388681642936
o11,4,496,RF,-0.00044040798418449635,-0.04491119657322825,-0.009041098487274269,4.2427144050598145,-0.035870098085954,-0.003260232814246836,-0.0003731376402849915,-0.003633370412451098,0.027983858041088987,0.027543450056904496
o11,4,496,tabICL,-0.0012121215011134292,0.004781470029882595,-0.00017634273176073134,50.279632806777954,0.0049578003319813825,-3.46467952535609e-05,0.0007575711761483694,0.00072292438089481,0.026202043754885895,0.024989922253772466
o11,4,496,PartitionWise,-0.0034242470890584625,-0.022966225838556904,-0.0017170125853991803,0.34861183166503906,-0.021249213253157716,-0.0003601411247143679,-1.625732716418471e-05,-0.0003763984097978276,0.02398991816694086,0.020565671077882403
o11,4,496,TabPFN,-0.0006282877753479313,0.005740402296349745,-0.003557351120329366,26.863583087921143,0.009297740987017184,-0.0008159329419146558,0.001321083341362994,0.00050515039944833,0.026785877480651393,0.026157589705303463
o11,4,637,BetterCatBoost,0.00984866200968271,-0.005304908253383744,-0.003886039852528478,26.62450122833252,-0.0014188684008552888,-0.0012089804043364377,0.0007042473990303347,-0.0005047314391648198,0.012543075615320148,0.02239173762500286
o11,4,637,CheapBetterLGBMClassifier,0.014756387307887942,0.00567669918625518,-0.002289783783290161,2.9407501220703125,0.007966482969545335,-0.0008198231341155187,0.001180086265530647,0.00036026469755640473,0.017450800913525376,0.032207188221413316
o11,4,637,XT,0.010356785574062602,-0.019920568469430144,-0.0070877229286772205,2.3926286697387695,-0.012832845540752907,-0.003929255038363495,-0.0008363006420380361,-0.0047655541142602635,0.013682350529519122,0.024039136103581726
o11,4,637,RF,0.010191922582040621,-0.0041552411938719554,-0.0008832645515291892,4.690189599990845,-0.0032719766423427556,-0.0009528452341202754,-0.0002565192279960479,-0.001209362895975044,0.012726394832134247,0.02291831741417487
o11,4,637,tabICL,0.010669286396559768,0.009095253345249776,0.002569185882450503,65.24957275390625,0.00652606086708053,0.0005847409860378558,0.0008040903681651945,0.0013888313542030502,0.013363700002197203,0.02403298639875697
o11,4,637,PartitionWise,-0.011206951738870518,-0.04316004115554457,-0.006529772487919189,0.5938003063201904,-0.03663026866762538,-0.0014943064766117827,-0.0009254916087211948,-0.002419796519191697,-0.008512538133233083,-0.0197194898721036
o11,4,637,TabPFN,0.017225627781544614,0.0009282527693915188,-0.008637704137874657,25.732653617858887,0.009565950311547422,-0.0028845682704347316,0.001389808645880415,-0.0014947596245543163,0.019920041387182053,0.037145669168726664
o11,4,819,BetterCatBoost,0.003160999015867755,0.01005856954328641,-0.00041396710248667865,38.73469924926758,0.010472536645773078,-0.0004194372596629803,0.001380679782969374,0.0009612432841285074,0.018917419685497622,0.022078418701365378
o11,4,819,CheapBetterLGBMClassifier,0.004503209754483492,0.006581713484359752,-0.0025256299595709407,3.3418750762939453,0.009107343443930683,-0.0007421252085552443,0.0012776638845645421,0.0005355394368314115,0.020259630424113363,0.024762840178596854
o11,4,819,XT,0.00463189712616742,-0.027477743201219727,-0.010445136877994888,2.2152295112609863,-0.017032606323224862,-0.004874499655197562,-0.0006051976950000509,-0.00547969658937549,0.019899764634277513,0.024531661760444932
o11,4,819,RF,0.005728709614778125,-0.00990414618413844,-0.00159520577220974,4.62176251411438,-0.0083089404119287,-0.001020122795171291,6.009816348001018e-05,-0.0009600238708691672,0.020264121464193176,0.025992831078971306
o11,4,819,tabICL,0.006954957638674468,0.009423344469719907,0.0009697756092751253,84.09799718856812,0.00845355918204912,0.00018640772336972754,0.0011041693221438386,0.001290577045513558,0.022711378308304338,0.029666335946978806
o11,4,819,PartitionWise,0.00013092343239625126,-0.0058587950012475186,-0.00036831735209775785,0.6456844806671143,-0.005490477649149772,-7.597460309943238e-05,-0.0005876373087063458,-0.0006636111509836535,0.015887344102026118,0.016018267534422374
o11,4,819,TabPFN,0.015123437772017651,0.011052098035739321,-0.0020521674881570197,31.82108211517334,0.013104255845500679,-0.0009146578497482322,0.0017974512241554913,0.0008827933744072591,0.030879858441647524,0.046003296213665175
o11,4,1052,BetterCatBoost,0.015401932759522799,0.022340188598889022,0.002880144890938219,41.00737166404724,0.019460043707950757,9.849981230154598e-05,0.0023291056004512284,0.002427606313225478,0.02889326781781041,0.04429520057733321
o11,4,1052,CheapBetterLGBMClassifier,0.020157968635834574,0.021505586803169906,0.0034359972525024817,3.373626232147217,0.018069589550667443,0.0005948743526698024,0.002362094916140714,0.0029569701692832213,0.03364930369412218,0.05380727232995676
o11,4,1052,XT,0.018332199549411333,-0.01254441148765762,-0.009462567605432865,2.2317137718200684,-0.003081843882224816,-0.005991012560745024,0.0007786004185172488,-0.005212411241755086,0.030872958890204232,0.049205158439615565
o11,4,1052,RF,0.01634438616566022,0.0027941913696239553,0.00014590991218317307,3.9885520935058594,0.00264828145744076,-0.0013713036914152986,0.0016100228714373277,0.00023872008049471844,0.030218027565124695,0.04656241373078491
o11,4,1052,tabICL,0.016058671810750203,0.027000850414026674,0.004513520361886375,95.00653862953186,0.02248732090831232,0.0009709443249728153,0.0025397478035261655,0.0035106921284989807,0.029550006869037814,0.04560867867978801
o11,4,1052,PartitionWise,0.0029722338012259696,0.0011111839664220801,0.0003571097329236383,0.7025048732757568,0.0007540742334983975,1.2874532948921325e-05,0.00026343510245022405,0.0002763105358718473,0.01646356885951358,0.01943580266073955
o11,4,1052,TabPFN,0.021678615565010505,0.020094943558415162,-0.0008456640704621654,37.971450328826904,0.020940598485049366,-0.001150878264212063,0.0026926414631040967,0.0015417631988920322,0.03516995062329812,0.05684856618830862
o11,4,1353,BetterCatBoost,0.033571946803412675,0.03511332915125871,0.021980426377268703,58.66113352775574,0.013132902773990096,0.005701282168181554,0.0016920248109712683,0.00739330897228394,0.02934072833284746,0.06291267513626012
o11,4,1353,CheapBetterLGBMClassifier,0.029721187732902988,0.025461550519234145,0.016872113023164836,4.558241367340088,0.008589437496069363,0.004152032598894942,0.0012217320064882853,0.005373766598514335,0.02548996926233777,0.05521115699524075
o11,4,1353,XT,0.028237796070896014,-0.03898742985844328,0.004283983095263799,2.434837818145752,-0.04327141295370705,0.00010164139441386777,0.0001412123479011762,0.00024285573544616801,0.025339637386256338,0.053577433457152344
o11,4,1353,RF,0.029429267034091405,0.012520568296514068,0.019722918926626455,2.9650003910064697,-0.007202350630112364,0.005096999206510511,0.0006732183612946502,0.005770219560936274,0.025052086892505314,0.05448135392659672
o11,4,1353,tabICL,0.03170561034349987,0.029918947883876845,0.018235786300111224,124.05851793289185,0.011683156622518908,0.004734727486179402,0.001520519897082223,0.006255247383261625,0.02747439187293465,0.059180002216434525
o11,4,1353,PartitionWise,0.0020084583894532286,-0.0028034370863624035,-0.0018414752382382438,0.7871263027191162,-0.0009619618481241599,-0.0003873257316950901,-0.00013824992642535728,-0.0005255736649893456,-0.0022227600811119855,-0.00021430169165875742
o11,4,1353,TabPFN,0.02448269582925411,0.016806981533109944,0.008285629288132835,46.14108967781067,0.008521347283730418,0.0017112617343267023,0.0011511924141856672,0.002862454148512375,0.02025147735868889,0.044734173187943
o11,4,1738,BetterCatBoost,0.02215011425161098,0.032118319097695205,0.014864964023330363,72.355886220932,0.017253355074364884,0.004249588735039123,0.0022209804908599,0.006470570433300166,0.03066317264247681,0.052813286894087784
o11,4,1738,CheapBetterLGBMClassifier,0.023532239834751882,0.028116357159105505,0.012255021788440401,5.097085237503052,0.01586133537066512,0.0031947095038975526,0.0021389595740055277,0.005333670285304223,0.032045298225617705,0.055577538060369594
o11,4,1738,XT,0.025035106982758033,-0.009011836898536874,0.005825602863863699,2.69340443611145,-0.014837439762400562,0.0005821529436693257,0.0015462712575511294,0.0021284254086216094,0.03429496046793047,0.059330067450688494
o11,4,1738,RF,0.024344954639056237,0.026765859572452422,0.015017219767226253,2.92671799659729,0.011748639805226158,0.0039454362035763555,0.0016735916023419089,0.005619029013319421,0.03170709685900373,0.056052051498059974
o11,4,1738,tabICL,0.024681169898509426,0.03349667880511192,0.0154533828923186,152.88056468963623,0.018043287943855145,0.004262262659593219,0.0022063395496292187,0.00646860220922244,0.03319422828937525,0.057875398187884675
o11,4,1738,PartitionWise,-0.011665348304127915,-0.0053590597144723365,-0.0014683646512905768,0.8414416313171387,-0.003890695063181737,-0.0002860579865272189,-0.0005814609015175221,-0.0008675176806435981,-0.003152289913262089,-0.014817638217390003
o11,4,1738,TabPFN,0.017092800954813796,0.015180945983081584,0.0048247556682456064,57.74574279785156,0.010356182345897792,0.0013707586387632282,0.001436870071808627,0.0028076287105718604,0.025605859345679625,0.04269866030049342
o11,4,2234,BetterCatBoost,0.028642361153162422,0.029644788577453562,0.010995548123309207,82.1837739944458,0.018649240454144355,0.002450877865862697,0.0023572465542426426,0.004808125754849854,0.03508995273611442,0.06373231388927683
o11,4,2234,CheapBetterLGBMClassifier,0.022066282643725656,0.02343540866769229,0.008305019670220192,6.005771636962891,0.0151303889974721,0.0018036959029013532,0.0020067456927568535,0.0038104429304027217,0.028513874226677654,0.05058015687040331
o11,4,2234,XT,0.019246591200284987,-0.07003802519268779,-0.015151087805171127,3.217552423477173,-0.054886937387516675,-0.004240233798526194,0.0005034088325781283,-0.003736823631203562,0.025425525596628522,0.044672116796913505
o11,4,2234,RF,0.020990553898747766,-0.0018738270901871856,0.0061665112804466515,3.1981208324432373,-0.008040338370633815,0.0004820890112369469,0.001070306725746223,0.0015523970717276846,0.02770730384159305,0.048697857740340814
o11,4,2234,tabICL,0.022961140111275764,0.02496383668387232,0.007983925105774748,184.1335220336914,0.016979904096616438,0.0017573542763971023,0.002034255802420193,0.0037916100788173007,0.029408731694227763,0.05236987180550352
o11,4,2234,PartitionWise,-0.0019256495560975085,-0.00044588411614561175,-0.00012729766423614787,1.0132522583007812,-0.00031858645190945277,-2.7018715685570016e-05,-4.2891696803276645e-05,-6.990907774432619e-05,0.004521942026854492,0.002596292470756984
o11,4,2234,TabPFN,0.017274590047959205,0.009401420246378245,-0.0013938561106789037,73.122802734375,0.010795268875575992,-0.0012761009704141152,0.0014831818137183788,0.0002070808433042609,0.023722181630911204,0.040996771678870406
o11,4,2872,BetterCatBoost,0.02544965176227652,0.03587018898527136,0.01614757599408743,108.8957622051239,0.019722612991183906,0.004419379586780761,0.002433592326893043,0.006852972975655698,0.03632136171229986,0.061771013474576385
o11,4,2872,CheapBetterLGBMClassifier,0.020993477890625487,0.030597687794754032,0.01315256997291151,7.893791675567627,0.01744511782184252,0.003457323983614334,0.002229615874472671,0.0056869409200689,0.031865187840648825,0.05285866573127431
o11,4,2872,XT,0.023533035766065274,-0.06244133287962972,-0.014985721527680396,3.7659554481506348,-0.04745561135194938,0.0015794974921092332,0.0009447976654836405,0.002524296219574773,0.03367346240281878,0.057206498168884054
o11,4,2872,RF,0.02196660573156363,0.0206403713377463,0.017612199629088804,3.60124135017395,0.0030281717086574735,0.005037819308669015,0.0014546237659061282,0.006492444136557048,0.03182846836486814,0.053795074096431764
o11,4,2872,tabICL,0.02335857664507603,0.03301410942581963,0.013716654995387855,235.51232266426086,0.019297445904844,0.0035933666760986555,0.0023339405843039477,0.0059273072604026,0.03423028659509937,0.057588863240175404
o11,4,2872,PartitionWise,-0.002266449335505973,-0.0016130217854411378,-0.0005046247440154805,1.1673049926757812,-0.0011083970414256738,-0.00010349201719767332,-0.0001435757591562739,-0.0002470667143720462,0.008605260614517366,0.0063388112790113945
o11,4,2872,TabPFN,0.015659309069219276,0.014783424079778895,0.002627289718757231,105.25005197525024,0.012156125835433912,0.000724006145426162,0.0016592786240598914,0.002383284769486052,0.026531019019242617,0.04219032808846189
o11,5,300,BetterCatBoost,0.006333327690760293,0.009464992307139814,0.012846760501756144,23.063039541244507,-0.0033817681946163303,0.004429666533226758,-0.0003317112688472651,0.004097956791127613,0.009666684865951536,0.01600001255671183
o11,5,300,CheapBetterLGBMClassifier,0.00466665744781494,-0.00443741645612244,-0.006380184742300105,1.8657186031341553,0.0019427682861776375,-0.0022376475175057073,0.0003634754527445591,-0.0018741705380130118,0.008000014623006186,0.01266667207082113
o11,5,300,XT,0.010999992291132608,-0.06036725640168179,0.004126332366361646,3.2959914207458496,-0.06449358876804342,0.0010477762510296487,-0.0017101867119333175,-0.0006624089341555423,0.014000016053517661,0.02500000834465027
o11,5,300,RF,0.004999992450078327,-0.0038007106316727767,0.012809069639771242,4.342235803604126,-0.016609780271444025,0.004988368843622236,-0.0011952607860073988,0.00379310958436298,0.009333349068959555,0.014333341519037885
o11,5,300,tabICL,0.011666663090387979,0.0033417743158728917,0.007246384207148437,33.28174161911011,-0.003904616637787134,0.0024425603821873697,-0.00029740814478524806,0.002145152237402122,0.015000020265579223,0.026666683355967204
o11,5,300,PartitionWise,0.02266665856043498,-0.043235894109045214,0.014914464717972298,0.2736666202545166,-0.05815035882701749,0.003272843070098805,0.0009277298637969167,0.004200574460643859,0.02600001573562622,0.048666674296061196
o11,5,300,TabPFN,0.014333325624465942,0.0033781451322030033,0.0036363222040127706,19.48622226715088,-0.00025818381832133365,0.001054877468074361,0.0002627319795525801,0.0013176094476269426,0.01766668279965719,0.03200000842412313
o11,5,386,BetterCatBoost,0.014255739000690725,0.013679158605036601,-0.0008477754032730989,37.347978591918945,0.014526934008309655,-0.0009977315368721734,0.0018743588109386533,0.0008766281070838169,0.028841177427963223,0.043096916428653945
o11,5,386,CheapBetterLGBMClassifier,0.009567093821394416,0.008148309018123462,0.00613109354485204,2.317193031311035,0.0020172154732713997,0.0014369732471040384,0.0006998945739038961,0.0021368686540252507,0.02415253224866691,0.03371962607006132
o11,5,386,XT,0.0028404873409074343,-0.018369630562751416,-0.015368662903949937,3.0009515285491943,-0.003000967658801551,-0.005692133145149643,0.0001624752094587109,-0.005529657102673606,0.016386964481511276,0.019227451822418713
o11,5,386,RF,0.005694300255853257,0.000935472698603873,-0.004111075484825144,4.363083600997925,0.005046548183429001,-0.0016530958861123769,0.00039217920916270326,-0.0012609158439323461,0.01924410740058104,0.0249384076564343
o11,5,386,tabICL,0.005437893645984905,0.00595831284867746,0.0010060484469990917,41.41414499282837,0.004952254999638328,0.00019296823715145433,0.0007499637005771914,0.0009429319377286443,0.0200233320732574,0.0254612257192423
o11,5,386,PartitionWise,-0.008581425565661807,-0.005950764688375726,-0.004894555872672568,0.21890711784362793,-0.0010562088157031525,-0.0010411111513627114,-3.9899863885516086e-05,-0.001081010182230903,0.00600401286161069,-0.0025774127040511163
o11,5,386,TabPFN,0.02097568238452399,0.012953348688154492,-0.0024786059495549686,21.076709985733032,0.015431945235669426,-0.002024701167619998,0.001984171224456814,-4.0529943163182534e-05,0.035561120811796486,0.056536803196320484
o11,5,496,BetterCatBoost,0.02198988981198783,0.01722734798602772,0.011386196002964293,29.197376489639282,0.005841151983063453,0.0027134864744563112,0.0007714477282919283,0.003484936109381913,0.019161630825562912,0.041151520637550745
o11,5,496,CheapBetterLGBMClassifier,0.02483635272401752,0.013825617094470454,0.006722481418801929,2.492316484451294,0.007103135675668576,0.0011656663735250094,0.0009797504038707757,0.002145418684029461,0.0220080937375926,0.046844446461610116
o11,5,496,XT,0.02359999312776508,-0.033286642432068775,0.011041736763079008,2.689592123031616,-0.044328379195147795,0.002154056230291121,-0.0009036441064092127,0.0012504140305155884,0.020367693640969013,0.043967686768734096
o11,5,496,RF,0.0215616088082092,0.0022730001946670076,0.013650196104540064,4.2296462059021,-0.011377195909873006,0.0035471273862956163,-6.81424229075328e-05,0.003478986870021758,0.020555571515150747,0.04211718032335994
o11,5,496,tabICL,0.029450498609831836,0.013978559560122561,0.006153297796214064,49.553022384643555,0.007825256471558717,0.0012767058918911097,0.0010858818604893045,0.0023625877523804142,0.026622239623406922,0.05607273823323876
o11,5,496,PartitionWise,-0.002242436307849307,-0.004983785690770365,-0.0014646481523046483,0.34973621368408203,-0.0035191375384657,-0.0004291631319679398,-0.0004007391803771035,-0.0008299004057113659,-0.005070695294274224,-0.00731313160212353
o11,5,496,TabPFN,0.025220190722532947,0.020738087947761524,0.011856598209974329,26.32201361656189,0.008881484445437382,0.002968869272901703,0.0011606139749058663,0.004129483247807569,0.02239193173610803,0.04761212245864098
o11,5,637,BetterCatBoost,0.021213082136131645,0.010685265222695906,0.0009036252226993669,34.83550214767456,0.009781639999996584,-0.00037101061676862723,0.0014863246732477742,0.0011153155293208844,0.025420783143343884,0.046633865279475537
o11,5,637,CheapBetterLGBMClassifier,0.026550188953951594,0.017084346814206564,0.007133663671895818,2.794909715652466,0.009950683142310745,0.0010638783583274774,0.0014980066863127307,0.0025618865174819373,0.030757889961163833,0.05730807891511541
o11,5,637,XT,0.014607523277577921,-0.06448816069138899,-0.02606338026359737,2.2898285388946533,-0.03842478042779157,-0.004877386233340419,9.042476294129353e-05,-0.004786959997557396,0.01724411170548341,0.03185163498306133
o11,5,637,RF,0.018565445944784195,0.0035729110204565815,0.0016387160044262438,4.703127145767212,0.0019341950160303377,-0.0006469988208294864,0.0009784737568170553,0.00033147640882930096,0.021358284409942592,0.03992373035472678
o11,5,637,tabICL,0.01771530148932549,0.014161436696647456,0.004012197427296416,65.17098069190979,0.010149232316491508,0.0007284993429894665,0.0013953539675181704,0.0021238533105076398,0.02192300249653773,0.039638303985863224
o11,5,637,PartitionWise,0.004751465528264759,-0.004990757166300252,-0.002547982612049493,0.5741965770721436,-0.0024427745542507373,-0.0006617458404331922,-0.0002143742676384508,-0.0008761186352299055,0.008959166535477,0.013710632063741759
o11,5,637,TabPFN,0.024358994116288002,0.013074373857802645,0.004210920582454569,27.695786714553833,0.008863446322488543,0.00036088518432147445,0.001327071764168125,0.001687956948489594,0.028566695123500248,0.05292568923978824
o11,5,819,BetterCatBoost,0.01842360577593302,0.0208320034540607,0.011486536550483595,40.482593059539795,0.009345466903577104,0.0030683877805755266,0.001328076739299655,0.0043964659573826614,0.02320441668946533,0.04162802246539835
o11,5,819,CheapBetterLGBMClassifier,0.025267087378652443,0.024319915141076436,0.01508934882609777,3.26784348487854,0.00923056631497864,0.0038329408185580225,0.0015632380011661353,0.005396180257231624,0.03004789829218475,0.05531498567083719
o11,5,819,XT,0.02429896196918753,0.02356826306718337,0.017360173289146595,2.244314193725586,0.006208089778036718,0.004613325744230598,0.00114466047414232,0.0057579876558803865,0.029688780667734383,0.05398774263692191
o11,5,819,RF,0.022709854901702072,0.02594162081420976,0.018736207820137286,4.44933295249939,0.007205412994072485,0.005813311695317108,0.001150593438379928,0.006963906571204518,0.02712331544437862,0.0498331703460807
o11,5,819,tabICL,0.02185245765534486,0.028768644435976914,0.016261507058325696,83.65033197402954,0.012507130289535779,0.004772441990660442,0.0016590717276063205,0.006431513718266761,0.026633268568877173,0.04848572622422203
o11,5,819,PartitionWise,0.005118199667851403,-0.0003934911194316326,-0.00024798713217391024,0.6468076705932617,-0.00014550398725775017,-7.522803975365255e-05,6.680962937872237e-05,-8.416972867456019e-06,0.009899010581383713,0.015017210249235113
o11,5,819,TabPFN,0.025750401916215648,0.02341949697998965,0.009109240355249005,32.33057451248169,0.014310249536625203,0.0018807155276841987,0.0018970553593071148,0.0037777708869913135,0.030531212829747956,0.056281614745963604
o11,5,1052,BetterCatBoost,0.017387492261226704,0.02417381015245691,0.008420099324104046,43.42193531990051,0.01575371082835289,0.0015700638073144258,0.0022038101783863036,0.0037738745923067947,0.035645245735221834,0.053032737996448545
o11,5,1052,CheapBetterLGBMClassifier,0.02184968921030329,0.022720612133234185,0.006210889367072448,3.6783010959625244,0.01650972276616176,0.0008647247398491681,0.002288116482404004,0.003152841828859229,0.04010744268429842,0.06195713189460171
o11,5,1052,XT,0.015196565316186697,-0.007180918151417975,-0.004750228092049097,2.2511844635009766,-0.0024306900593688728,-0.0021087720903443657,0.0008097260164286191,-0.0012990454673096924,0.032693767943088474,0.04789033325927518
o11,5,1052,RF,0.01766824182068298,0.0018346865874470542,0.006312516611594638,3.892810106277466,-0.0044778300241475775,0.0012387816597496716,0.0014011653203228973,0.0026399475866786233,0.036308753001342856,0.05397699482202584
o11,5,1052,tabICL,0.018144433090525915,0.022165535898338695,0.003718185309793309,94.55995750427246,0.018447340319826942,0.00048807021605006137,0.0024119856423694937,0.0029000558584195537,0.036402186564521044,0.05454661965504696
o11,5,1052,PartitionWise,-0.010082604985720308,-0.0056949067012799556,-0.0008657428622429631,0.6963198184967041,-0.0048291638390370204,-0.0001646156506325283,-0.0005694198381108045,-0.0007340348821372675,0.008175148488274818,-0.00190745649744549
o11,5,1052,TabPFN,0.017301728509667498,0.023388242798809383,0.007489214229701729,39.41625952720642,0.015899018300389194,0.0013804024720240394,0.0021008617105845893,0.0034812641826086287,0.03555948198366262,0.05286121049333011
o11,5,1353,BetterCatBoost,0.00930845421748978,0.018488380304587475,0.0017468494210881702,48.59931778907776,0.01674153088349935,0.00014479372896860075,0.002204209414904429,0.0023490034495993574,0.03244637610499481,0.04175483032248459
o11,5,1353,CheapBetterLGBMClassifier,0.004799775252238607,0.01388134039647781,-0.0005126100646497544,3.8968935012817383,0.01439395046112757,-0.00027103709975133394,0.0019455218429798916,0.001674485048954881,0.027937697139743638,0.03273747239198225
o11,5,1353,XT,0.009825607413262867,-0.04564017850363515,-0.02066304040615935,2.4591126441955566,-0.02497713809747578,-0.0020646233904756893,0.0008721876887461996,-0.0011924353960031582,0.033334446255098814,0.04316005366836168
o11,5,1353,RF,0.011302715341983247,0.001477659287181965,0.004463569963027913,3.0045015811920166,-0.0029859106758459153,0.0008162377699877626,0.0013795131864456343,0.0021957512621597203,0.03429057551714115,0.0455932908591244
o11,5,1353,tabICL,0.007020088526921405,0.02062488856937745,0.0021250507547537767,124.56270790100098,0.018499826394169326,0.0004040903825421327,0.0022509867755616947,0.0026550771581038217,0.03015801041442644,0.03717809894134784
o11,5,1353,PartitionWise,-0.005115217305572206,-0.0032341566683031565,-0.00029283182749256786,0.7547194957733154,-0.002941324840810561,-5.4962820654114176e-05,-5.851438892512523e-05,-0.00011347690385291459,0.018022704581932825,0.012907487276360624
o11,5,1353,TabPFN,0.011963362077945272,0.017346898095419994,0.0005731012013289405,46.18764925003052,0.016773785473636716,-0.00014240918250302547,0.0022352111730726265,0.0020928019905695956,0.03510128396545031,0.047064646043395574
o11,5,1738,BetterCatBoost,0.025780574622453235,0.030512014390308106,0.017049430028718338,67.92942333221436,0.01346258436158979,0.004643110973119952,0.0018133340909073342,0.006456446485150136,0.03082713859482226,0.05660771321727549
o11,5,1738,CheapBetterLGBMClassifier,0.023081412167961224,0.024561940016763456,0.013982457667249449,5.2002012729644775,0.010579482349514025,0.0037272498785056924,0.0015052310678056262,0.005232482367434168,0.028127976140330253,0.051209388308291484
o11,5,1738,XT,0.016458969855577838,-0.04189864043480583,-0.006422801264174649,2.7129065990448,-0.03547583917063117,0.00040037165442711185,8.499127305199028e-05,0.0004853643486019632,0.02231211878842795,0.03877108864400579
o11,5,1738,RF,0.018474935455847295,0.013590790628391048,0.013390631885510661,2.9273345470428467,0.00020015874288042967,0.003880191474744299,0.0006331501867107598,0.0045133430825779084,0.023119531590868516,0.04159446704671581
o11,5,1738,tabICL,0.023074293798804695,0.024964779747363258,0.011726762197828266,153.0581395626068,0.01323801039870095,0.0029553414176161836,0.0018040382898989933,0.0047593797075151795,0.028120857771173718,0.05119515156997841
o11,5,1738,PartitionWise,0.00950924935351622,-0.0015523174966233122,-0.0013512840797712423,0.8456821441650391,-0.0002010334168520256,-0.0003412972160691696,5.489886838646318e-05,-0.00028639692655985094,0.014555813325885241,0.02406506267940146
o11,5,1738,TabPFN,0.01824852074972305,0.017523370582590448,0.007794214781605057,58.20315670967102,0.009729148650151353,0.001965662997243503,0.0013604908167018954,0.003326153813945401,0.02329508472209208,0.041543605471815126
o11,5,2234,BetterCatBoost,0.02582527429487006,0.02702939463016597,0.012223589143844315,78.10751581192017,0.014805805486321655,0.0029685674594386287,0.0019817110251960923,0.004950280012353916,0.02914288122678525,0.05496815552165531
o11,5,2234,CheapBetterLGBMClassifier,0.022782267016704168,0.026063309088314314,0.011897582658036032,5.723218202590942,0.014165726430278292,0.002876672009935283,0.0018871194076562376,0.004763792945310724,0.026099873948619366,0.048882140965323534
o11,5,2234,XT,0.02421293363057788,-0.05501737119860054,-0.021917226627609386,3.209381580352783,-0.03310014457099112,-0.004468029581655697,0.0007809091105502014,-0.003687118943386289,0.028156436895205028,0.0523693705257829
o11,5,2234,RF,0.027975034242079068,0.01278045557424241,0.00981313494977214,3.1836771965026855,0.002967320624470249,0.0014278951961633145,0.0014274081536086835,0.0028553048774911964,0.03097883986055769,0.05895387410263675
o11,5,2234,tabICL,0.025243621023014518,0.02558807416883028,0.0098934644318455,184.02563405036926,0.015694602994190322,0.002342739797949925,0.002040664267921885,0.004383404065871813,0.028561227954929713,0.05380484897794424
o11,5,2234,PartitionWise,-0.0020186501853047293,-0.002871060119628932,-0.0013509958619951634,0.8805580139160156,-0.0015200642576338019,-0.0002734922604819695,-0.00020240157892409681,-0.0004758923116868652,0.0012989567466104629,-0.0007196934386942669
o11,5,2234,TabPFN,0.02018146355992303,0.014627892049792146,0.006782088266229824,73.70992541313171,0.007845797040767877,0.0013226013290663723,0.0011297173605628347,0.0024523186896292072,0.023499070491838227,0.04368053405176126
o11,5,2872,BetterCatBoost,0.027957634421843975,0.03534372455689287,0.017671937198695864,100.5116400718689,0.01767178735819701,0.004926129814498003,0.002300428003027366,0.007226559287666692,0.03220913531263386,0.060166769734477835
o11,5,2872,CheapBetterLGBMClassifier,0.029595689153837406,0.032793684191320914,0.015315384931475728,7.406584024429321,0.017478299259845165,0.004132087695378592,0.0023012358737306365,0.006433325039250546,0.0338471900446273,0.06344287919846471
o11,5,2872,XT,0.024233959204716098,-0.06264149203449608,-0.017228493264244325,3.9166083335876465,-0.04541299877025177,-0.0021207371970513866,0.0004962203211697602,-0.0016245154057403012,0.029322423976039437,0.05355638318075554
o11,5,2872,RF,0.024896948988194573,0.01518494080945878,0.014076821354790048,3.863093137741089,0.0011081194546686767,0.0034976879641194806,0.001385769702576628,0.004883459136837432,0.030262038496800793,0.05515898748499537
o11,5,2872,tabICL,0.02820269058401197,0.03289323408349952,0.015244948270939362,236.53141355514526,0.017648278849363652,0.004001726233707837,0.002304130553852943,0.0063058567875607765,0.032454191474801865,0.06065688205881383
o11,5,2872,PartitionWise,0.002749633856098537,-0.001026264069595395,-0.00032572367589726035,1.070190668106079,-0.0007005403936981125,-7.226281839854131e-05,-8.336314687684976e-05,-0.0001556244951340713,0.007001134746888428,0.009750768602986966
o11,5,2872,TabPFN,0.0206799416767433,0.014495201808612235,0.005491968148315885,104.43840408325195,0.00900322669709983,0.0011998302458965076,0.001301274505121733,0.0025011047510182403,0.024931442567533192,0.04561138424427649
o11,6,300,BetterCatBoost,-0.015333341757456462,-0.021726952351031597,-0.00828274666236506,21.388859272003174,-0.013444205688666527,-0.0021802921279216016,-0.0006682805251239515,-0.0028485721538566615,0.004666682084401448,-0.010666659673055013
o11,6,300,CheapBetterLGBMClassifier,-0.011333340009053547,-0.009503567868570355,-0.0042245364827309395,1.7851512432098389,-0.005279031385839383,-0.0009485766795555711,-0.0005415021804302533,-0.00149007836079693,0.008666683832804363,-0.002666656176249186
o11,6,300,XT,-0.004000005722045899,-0.08223292388480394,-0.016853768050276597,3.262146472930908,-0.06537915583452736,-0.005965556054744447,-0.001647444943633347,-0.007613000499188902,0.014666684468587238,0.010666678746541342
o11,6,300,RF,-0.002666672865549722,-0.02074466320885457,-0.006661028247372758,4.257595777511597,-0.014083634961481817,-0.0019240004991889048,-0.0007599264251148263,-0.002683926425114834,0.01566668391227722,0.0130000110467275
o11,6,300,tabICL,0.0009999994436899824,-0.001190737232058614,-0.0003580930588040321,33.3283212184906,-0.0008326548531545797,-7.356941699981911e-05,0.00015725011626879087,8.368069926897732e-05,0.02100002328554789,0.022000022729237872
o11,6,300,PartitionWise,-0.018333339293797813,-0.02964874236023734,-0.00974629539807681,0.26458024978637695,-0.019902446962160536,-0.00227258466832876,-0.0020520578357457187,-0.00432464200488558,0.001666684548060099,-0.016666654745737714
o11,6,300,TabPFN,-0.00633333961168925,0.0013600440440184268,-0.00146324190074143,19.849228143692017,0.002823275264859837,-0.0003517187976588787,0.0003532472415827201,1.5284439238386071e-06,0.01366668423016866,0.00733334461847941
o11,6,386,BetterCatBoost,0.033929394099698876,0.031792167329638396,0.01187803296574359,25.414459228515625,0.019914134363894796,0.002681344280834025,0.0024048099771066837,0.00508615588960048,0.035561119573258415,0.0694905136729573
o11,6,386,CheapBetterLGBMClassifier,0.026653338185239545,0.01937362000594403,0.010146458714604739,2.2679104804992676,0.009227161291339303,0.0022406918274299192,0.0019193732138487961,0.004160066672938503,0.02828506365879909,0.05493840184403863
o11,6,386,XT,0.016033958122407124,-0.0031474925091162067,-0.001182231018603469,3.0247435569763184,-0.001965261490512721,-0.0016980088096669565,0.0003821206904625465,-0.0013158864875446319,0.016630052313421947,0.032664010435829074
o11,6,386,RF,0.015281377182457792,0.014302715479520611,0.0060072762081763206,4.369736909866333,0.008295439271344286,0.0008239022422441011,0.0011185235468653965,0.0019424274207692715,0.01665336233435017,0.03193473951680796
o11,6,386,tabICL,0.020702625142706262,0.02623961998226687,0.011465495290254119,39.55713248252869,0.014774118347091813,0.0025169732988493537,0.0017179370534488162,0.0042349103522981695,0.022334350616265805,0.04303697575897207
o11,6,386,PartitionWise,0.011508482486218006,-0.06371114651277589,-0.0027553116576778335,0.23909497261047363,-0.060955834855098014,-0.0009768306893812363,-0.0009904211458222427,-0.001967250203543697,0.013140207959777547,0.024648690445995554
o11,6,386,TabPFN,0.02980019022455384,0.026847850147317394,0.006386620516966851,22.389184951782227,0.020461223285429604,0.001052735879666214,0.002515366896993361,0.003568102776659571,0.03143191569811338,0.061232105922667215
o11,6,496,BetterCatBoost,0.034072718095297765,0.01484875609128986,0.0029027056527601235,30.075047731399536,0.011946050438529754,-0.0004999700919580699,0.0016099805547821339,0.0011100127418701353,0.025204055068468807,0.059276773163766575
o11,6,496,CheapBetterLGBMClassifier,0.025822212031393343,0.012185868033601588,0.0038077007205390588,2.74686861038208,0.008378167313062535,0.00011524624376875181,0.0010964541406321472,0.0012117026634469632,0.016953549004564382,0.042775761035957725
o11,6,496,XT,0.022185851376466077,-0.027949181633611615,-0.0045079164276242865,2.57118558883667,-0.023441265205987376,-0.0029872456011560424,-0.00012056007927053608,-0.003107803401380503,0.012309107301211117,0.03449495867767719
o11,6,496,RF,0.02318787085889566,0.009413382672991322,0.005595294070367579,4.256090879440308,0.0038180886026237372,0.0003944185963748167,0.0005632163517059058,0.0009576372271267675,0.015733349101712004,0.03892121996060767
o11,6,496,tabICL,0.019531306738805286,0.009354660555137524,0.0034447621918202885,49.99754071235657,0.005909894496522755,0.00010626685137700431,0.0007487627144754802,0.0008550295658524817,0.010662643711976328,0.03019395045078162
o11,6,496,PartitionWise,0.003814126949117641,-0.011743924472337769,-0.005971744557741271,0.40079593658447266,-0.005772179914596493,-0.0016354896759946322,-0.0008701705902554993,-0.002505657987204063,-0.005054536077711317,-0.001240409128593676
o11,6,496,TabPFN,0.030460594572202127,0.010236433839143655,-0.0051672042050027785,26.86939764022827,0.015403634177351988,-0.0036339786415261186,0.0017792721893719193,-0.0018547064521541937,0.021591931545373165,0.052052526117575285
o11,6,637,BetterCatBoost,0.031072822594501844,0.021198580541513478,0.006371780494207546,32.17965030670166,0.014826800047305999,0.0006251991358838333,0.0018590048315167361,0.0024842060190029104,0.02589322045210778,0.05696604304660963
o11,6,637,CheapBetterLGBMClassifier,0.029538622455979425,0.016884553393866707,0.004185268375726891,2.943790912628174,0.012699285018139883,8.273590970759304e-05,0.0016465988330258863,0.001729336794335823,0.024359020313585368,0.05389764276956479
o11,6,637,XT,0.013652798267976034,-0.04964006895930757,-0.03103854727880715,2.2507777214050293,-0.01860152168050041,-0.013865724793290879,5.27801006286327e-05,-0.013812942641059913,0.008937024603795817,0.02258982287177185
o11,6,637,RF,0.01758980483374023,-0.022170272866489406,-0.013429858621287195,4.648975372314453,-0.008740414245202176,-0.006746094571287381,0.0007949151071903138,-0.005951177412494721,0.013976393261645723,0.03156619809538595
o11,6,637,tabICL,0.028272629934033074,0.017665788479824307,0.0041121309145914055,64.00068259239197,0.013553652827807938,0.0007474368344854903,0.0017264946551087956,0.002473931489594286,0.023093027791639013,0.05136565772567209
o11,6,637,PartitionWise,-0.0064234882959817345,-0.004384534980838651,-0.002837024726010484,0.6022522449493408,-0.0015475102548281662,-0.0005701772202964167,-0.0002761308498479331,-0.0008463060185420118,-0.011603090438375792,-0.018026578734357528
o11,6,637,TabPFN,0.031706433075912824,0.01172912362203542,-0.0014158207828388503,26.668870449066162,0.01314493966744933,-0.0018939026825287642,0.0017866383696998583,-0.0001072643128289058,0.02652683093351877,0.05823326400943159
o11,6,819,BetterCatBoost,0.01891290506934149,0.015860969426293857,0.008092987516630451,35.50287175178528,0.007767981909663391,0.0017661830905148085,0.0010530611811353243,0.0028192459379483004,0.01998280770814688,0.03889571277748838
o11,6,819,CheapBetterLGBMClassifier,0.021731998087242122,0.01736967290330444,0.01127995438271474,3.2749783992767334,0.006089718520589709,0.002471325438873152,0.0009633446837064907,0.0034346717888778036,0.022801900726047514,0.04453389881328963
o11,6,819,XT,0.017349238878557216,-0.04864989426255405,-0.02323404203534658,2.273136854171753,-0.025415852227207474,-0.0040298201111083716,-0.0003986961148990942,-0.004428514559709311,0.018661547389445005,0.03601078626800223
o11,6,819,RF,0.01758715516789916,0.002889702289113483,0.001572508518013682,4.527097463607788,0.0013171937710998282,-0.0005894400422770077,0.0006390706897628204,4.96323137839802e-05,0.017312601403563603,0.03489975657146276
o11,6,819,tabICL,0.019529398015100907,0.014025382609727115,0.007574960043278373,82.86305928230286,0.006450416354119931,0.0017716177288313497,0.0009518104811657629,0.002723428209997118,0.020599300653906298,0.040128698669007194
o11,6,819,PartitionWise,-0.007575201607385511,-0.008009233215657885,-0.0032674676118092604,0.6441352367401123,-0.004741765603848635,-0.0006796991936698346,-0.000700688324923067,-0.0013803858522947368,-0.006505298968580121,-0.014080500575965632
o11,6,819,TabPFN,0.022843772749085278,0.015738760923635332,0.006191403420098762,31.37820792198181,0.009547351291207762,0.0009198644769910488,0.0012418153735184914,0.00216167985050954,0.023913675387890666,0.046757448136975945
o11,6,1052,BetterCatBoost,0.02502775178647585,0.028634482983551025,0.013482400658906407,39.81929540634155,0.015152082324644638,0.003258036359104738,0.002053881234127984,0.005311918553257943,0.03755316493097424,0.0625809167174501
o11,6,1052,CheapBetterLGBMClassifier,0.023297668554744667,0.023661221654852578,0.01130218287767092,3.480405807495117,0.012359038777181664,0.0026259343618512897,0.0017489657508928322,0.004374901072769333,0.035823081699243066,0.05912075025398773
o11,6,1052,XT,0.01798464879524732,-0.03630150827309776,-0.0072158444647460575,2.290069103240967,-0.029085663808351665,-0.003407335346544435,0.0007987977560910325,-0.0026085366304281904,0.029465150835282162,0.047449799630529484
o11,6,1052,RF,0.01922048704695739,0.006783386698214555,0.009099041563928633,3.8043739795684814,-0.0023156548657140897,0.0013295502824833688,0.0013761583218023065,0.002705709564310897,0.0325041937580552,0.05172468080501259
o11,6,1052,tabICL,0.0245353149888855,0.024553821070222907,0.006158887636380728,95.13011455535889,0.018394924517975014,0.0012346256922958238,0.0024333550244391724,0.003667980716734992,0.037060728133383895,0.06159604312226939
o11,6,1052,PartitionWise,-0.008352524698305228,-0.0031625227840455738,-0.0015655940359688536,0.6962745189666748,-0.0015969287480766814,-0.0003212860770503728,-0.0001410393307249347,-0.0004623244477500871,0.004172888446193171,-0.004179636252112056
o11,6,1052,TabPFN,0.013512062281740086,0.01449926488361119,0.005629945242020551,37.85643172264099,0.008869310725723467,0.0011200420876291916,0.0012968352327513144,0.0024168773203805047,0.026037475426238483,0.03954953770797857
o11,6,1353,BetterCatBoost,0.023584246659875158,0.022149496276689253,0.009570469417055782,45.63017153739929,0.012579026859633458,0.0019653381506330642,0.0017258610662921725,0.0036912008440278645,0.025289887557903633,0.048874134217778795
o11,6,1353,CheapBetterLGBMClassifier,0.02321633605173707,0.01999952737983789,0.0074370990225051895,3.9823219776153564,0.01256242835733271,0.0014890874120371573,0.0016880076941697604,0.003177096733309548,0.024921976949765546,0.04813831300150261
o11,6,1353,XT,0.021517829380515042,-0.07672745165653896,-0.023918229707993243,2.5150978565216064,-0.05280922194854566,-0.0062661963942354905,0.00044326467815301027,-0.005822930088979839,0.022705224796577737,0.044223054177092776
o11,6,1353,RF,0.023955986443089872,0.00802280327939967,0.005001868084204419,2.930082321166992,0.0030209351951952625,-0.000440835453959415,0.0009614320813085303,0.0005205982544517429,0.025881389239226373,0.04983737568231624
o11,6,1353,tabICL,0.018711761707195386,0.0157348280715493,0.004994820173250858,124.62984299659729,0.010740001535933274,0.000997341158217513,0.0014338120002098831,0.002431153158427399,0.020417402605223855,0.03912916431241924
o11,6,1353,PartitionWise,0.004136927732600855,-0.000534419026891586,-0.0007544409264911955,0.787003755569458,0.00022002189959959839,-0.00015622889268538108,7.035412612346192e-05,-8.587313945928322e-05,0.005842568630629328,0.009979496363230183
o11,6,1353,TabPFN,0.022391402322574444,0.008913590227941892,0.0025425562516334876,46.150864601135254,0.006371027613943236,-0.0001304919852252645,0.001009513352757449,0.0008790213675321873,0.024097043220602916,0.046488445543177354
o11,6,1738,BetterCatBoost,0.029181316051988915,0.03769190340681253,0.014206519422660113,65.63704228401184,0.023485383984152414,0.0035128335962897024,0.0029120599973843295,0.006424894943624392,0.03538227400892185,0.06456359006091075
o11,6,1738,CheapBetterLGBMClassifier,0.028602462141206368,0.034676329936541544,0.01260825256289171,4.947588205337524,0.022068077373649846,0.0029408726012532804,0.0027767304220996407,0.00571760437330328,0.03480342009813932,0.06340588223934569
o11,6,1738,XT,0.027685575503946642,-0.008414344223032156,0.003549879064134914,2.7197978496551514,-0.011964223287167074,0.0025892835257033996,0.0016993484316109961,0.004288633307264744,0.03354054629247902,0.06122612179642567
o11,6,1738,RF,0.02883781570036819,0.033255047343394614,0.017181164357632228,2.9446210861206055,0.016073882985762383,0.004471767837502025,0.002207572637631575,0.006679341825083962,0.03572875982923962,0.0645665755296078
o11,6,1738,tabICL,0.028663911669286446,0.03819658854053061,0.014253562847479102,153.20252346992493,0.023943018269776673,0.0036574141558708543,0.002930337614337304,0.006587751770208161,0.03486486962621938,0.06352878129550582
o11,6,1738,PartitionWise,0.0031716763426332026,0.00014916349376477013,-0.0003751378333659572,0.827775239944458,0.0005243013271307162,-9.955811653274694e-05,0.0001110601300145675,1.1503363432180392e-05,0.009372634299566142,0.012544310642199342
o11,6,1738,TabPFN,0.028547968102210663,0.02565803665592039,0.009378241463995195,58.50102186203003,0.016279787768650366,0.0022033971181394385,0.0022087378221568948,0.00441213494029633,0.034748926059143606,0.06329689416135427
o11,6,2234,BetterCatBoost,0.024171700704439896,0.03090982049710563,0.010582586184134967,75.5408546924591,0.020327234312970684,0.0023045302435315967,0.002703837930336525,0.005008368956531883,0.039573857349941434,0.06374555805438134
o11,6,2234,CheapBetterLGBMClassifier,0.020187691193082547,0.02382523517950231,0.00689798628151157,5.765760660171509,0.016927248897990715,0.001328484994929774,0.0023906693502370735,0.0037191551278306007,0.035589847838584085,0.05577753903166662
o11,6,2234,XT,0.018664134407757178,-0.05664992531639228,-0.019110468247654853,3.152331590652466,-0.037539457068737424,-0.0038384748482663544,0.0015013166755836055,-0.0023371573900189983,0.033752790806631475,0.052416925214388656
o11,6,2234,RF,0.021528571365917203,0.015864975705144113,0.005877766928685213,3.039252281188965,0.009987208776458877,0.0003643850191551584,0.00213220941230263,0.0024965952141215468,0.03733311139102531,0.058861682756942514
o11,6,2234,tabICL,0.02041421694778085,0.02810574239082057,0.006995906890565074,184.41947627067566,0.021109825905467356,0.0015547973359511969,0.002671225418082407,0.004226022754033604,0.035816373593282394,0.05623059054106323
o11,6,2234,PartitionWise,-0.0003999809277583727,0.0009658049673154534,-1.2287893199636191e-05,0.9245052337646484,0.0009780928605151006,-4.853770326396223e-06,0.00020623113486761268,0.00020137814720496973,0.01500217571774316,0.014602194789984788
o11,6,2234,TabPFN,0.01871047373014409,0.016668043031546165,0.0042768253701335746,72.438472032547,0.012391208066624448,0.00038443580814325194,0.0017819932405449962,0.0021664290486882454,0.03411263037564562,0.052823104105789706
o11,6,2872,BetterCatBoost,0.030568270792872266,0.039900305347040685,0.017956926488440973,107.1399040222168,0.021943378858599684,0.004903760656176795,0.0028266225526620004,0.007730384228155421,0.04213199710405301,0.07270026789692527
o11,6,2872,CheapBetterLGBMClassifier,0.022140758796851394,0.032188767573477745,0.012461312329028362,8.0638427734375,0.019727455244449393,0.0032052985541988236,0.0024589629957795568,0.005664262569295003,0.03370448510803213,0.055845243904883525
o11,6,2872,XT,0.0257634249686328,-0.04634992757760163,-0.00579814608205238,3.7420694828033447,-0.04055178149554926,-0.00037749789016111867,0.001729505843279952,0.00135200897243547,0.03715263214300589,0.0629160571116387
o11,6,2872,RF,0.030012113996426854,0.035469415789229686,0.01877473228432882,3.531972646713257,0.01669468350490087,0.004852311680779317,0.002378407504644389,0.007230720204740332,0.041262372493527176,0.07127448648995403
o11,6,2872,tabICL,0.02628528491895572,0.03664115996411549,0.014306261035121648,235.63504910469055,0.02233489024008794,0.003674825157321188,0.002782887207642401,0.006457712364963589,0.03784901123013647,0.06413429614909219
o11,6,2872,PartitionWise,-0.009159769757699467,-0.0022296196576851225,-0.0009110328540749002,1.2223293781280518,-0.0013185868036101889,-0.0001765020537409623,-0.00019415838150526333,-0.0003706594159295945,0.002403956553481272,-0.006755813204218196
o11,6,2872,TabPFN,0.021445161408934516,0.02340225827360115,0.008348165794143136,104.3553478717804,0.01505408379055213,0.0019212125264652213,0.002059575975544409,0.003980788502009627,0.03300888772011526,0.054454049129049775
o11,7,300,BetterCatBoost,0.037999990781148275,-0.0069158762727887235,-0.013863177401671834,22.608479261398315,0.006947301128883132,-0.00868283894014664,0.0010419140201165327,-0.007640922365722741,0.024666681289672854,0.06266667207082113
o11,7,300,CheapBetterLGBMClassifier,0.03633332371711731,0.01400572656035699,0.0078485983757006,1.956827163696289,0.0061571281846563575,-6.449155805292317e-05,0.0009622084365647265,0.0008977194328191717,0.023000014225641886,0.059333337942759204
o11,7,300,XT,0.01599999189376831,-0.09856471666997359,-0.0635015214993735,3.243706703186035,-0.0350631951706001,-0.012516780332085151,-0.00048415070245553247,-0.013000928480233312,0.001333348751068116,0.017333340644836426
o11,7,300,RF,0.02866665760676066,0.008779995599071166,0.00216567726579584,4.390641212463379,0.006614318333275337,-0.0022032988506036745,0.0010403678160629925,-0.001162928480233308,0.016000014146169028,0.04466667175292969
o11,7,300,tabICL,0.024333328008651733,0.005471076412218323,0.0014920034440532247,33.10859417915344,0.00397907015504192,-0.000272357063367959,0.0006651607842650287,0.0003928037208970669,0.01100001851717631,0.03533334652582804
o11,7,300,PartitionWise,-0.008000013033548992,-0.018404594840392408,-0.009913803095311624,0.28561997413635254,-0.00849079174508075,-0.002703994557214165,-0.0012945133878945164,-0.003998505390801302,-0.021333322525024415,-0.029333335558573405
o11,7,300,TabPFN,0.03466665744781494,0.0035672117081458564,0.00010781694771597739,20.628421306610107,0.0034593919473067,-0.003774033958713216,0.0005811640238001347,-0.0031928699349130785,0.021333347956339517,0.056000005404154465
o11,7,386,BetterCatBoost,0.012937053683754446,-0.003640980199806776,-0.00022745568929404268,26.29918932914734,-0.0034135245105127556,-0.0007705959627152092,0.0004329770695209595,-0.00033761725948140697,0.014535479124013956,0.0274725328077684
o11,7,386,CheapBetterLGBMClassifier,0.01674324779402523,0.0065581323790308895,-0.002166362555592549,2.2343411445617676,0.008724494934623406,-0.001288094601805559,0.0012371881024766719,-5.090486561604712e-05,0.01834167323428474,0.035084921028309964
o11,7,386,XT,0.011341984185464294,-0.09068291874172558,-0.033320226746511396,2.8334062099456787,-0.057362691995214266,-0.0026277949515061626,-0.0005746917584029704,-0.003202485076196293,0.015021661583916013,0.02636364576938031
o11,7,386,RF,0.02199133489674185,0.006439018242077832,0.0041912124821592124,4.3333539962768555,0.0022478057599185975,0.000489988746277542,0.0009109577772465655,0.0014009481572369391,0.022813868756854767,0.04480520365359662
o11,7,386,tabICL,0.02066932510940623,0.015588532380420229,0.0032791527894602936,39.46181106567383,0.012309373253897938,0.0004877935623910784,0.0016515318352138015,0.0021393253976048714,0.02226775054966574,0.04293707565907197
o11,7,386,PartitionWise,0.009074248884107683,-0.013511966713566515,-0.006708629866862104,0.21828937530517578,-0.006803336846704411,-0.0018642069163052805,-0.000581778266452454,-0.0024459835490448943,0.01067267432436719,0.019746923208474876
o11,7,386,TabPFN,0.024758565251207176,0.011218678173108631,0.0026377056539807152,21.991331577301025,0.008580966182065919,-1.3102579190757413e-05,0.001256711262339047,0.0012436086831482895,0.026356990691466686,0.05111555594267386
o11,7,496,BetterCatBoost,0.013474736748319682,0.0027026601942249815,0.004769796530819858,25.293342113494873,-0.0020671363365948768,0.0009316016208120725,-0.00020535965888356932,0.0007262442347469339,0.004707083822500827,0.01818182057082051
o11,7,496,CheapBetterLGBMClassifier,0.02277574762190231,0.005124578992437567,0.007519496349447629,2.6512720584869385,-0.0023949173570100625,0.0013326406043594808,-9.27641115792327e-05,0.0012398787655986566,0.014008094696083457,0.03678384231798577
o11,7,496,XT,0.01636160851729037,-0.05560970647982973,-0.007873095434049193,2.500068426132202,-0.047736611045780565,-0.004365361419844238,-0.002087731341280838,-0.006453090488306642,0.0065838543405436515,0.02294546285783402
o11,7,496,RF,0.010725244013950077,-0.016667481530312465,0.0010382482384634685,4.228736639022827,-0.01770572976877598,-0.0003339109147937391,-0.0014379142817971063,-0.0017718229237724092,-0.0006666519617793534,0.010058592052170726
o11,7,496,tabICL,0.02037373020432212,0.005639884840207721,0.007131820876414563,49.67559456825256,-0.0014919399268400134,0.0015678148295993732,-0.00012857400173923173,0.0014392408278601388,0.011606077278503263,0.03197980748282538
o11,7,496,PartitionWise,0.005206046458446619,-0.009386421235987652,-0.0047709881256827735,0.36535215377807617,-0.0046154331103048785,-0.0011838793035568007,-0.0005930162793234828,-0.0017768933100618639,-0.0035616064673722387,0.0016444399910743798
o11,7,496,TabPFN,0.02013938239848975,0.008565417259103546,0.008610811777412719,25.592033624649048,-4.5398408942332046e-05,0.0019566123924697892,5.0991276068601546e-05,0.0020076036685383962,0.011371729472670893,0.03151111187116064
o11,7,637,BetterCatBoost,0.01036539889842741,0.02091750722720328,0.001986398233385034,29.209168434143066,0.01893110899381823,0.0003643122541010013,0.0025229242763735323,0.002887236741876041,0.035033237700915244,0.04539863659934266
o11,7,637,CheapBetterLGBMClassifier,0.010505654095254075,0.014778172704216625,0.0012771709867583358,2.8848283290863037,0.013501001717458294,3.0449519950286053e-05,0.001945457108217151,0.0019759068395689486,0.0351734928977419,0.04567914699299598
o11,7,637,XT,0.015878440425034585,-0.03818612313234461,-0.021046672011186117,2.477283239364624,-0.017139451121158465,-0.001163845765863447,0.0020789474592021557,0.0009151019047402093,0.039290127353229384,0.055168567778263976
o11,7,637,RF,0.017130900981036697,0.017568712617047472,0.005877406272708913,4.771611928939819,0.01169130634433857,0.0009698007509781851,0.002166254709858323,0.0031360556722380235,0.043515028817740484,0.060645929798777184
o11,7,637,tabICL,0.001555116987955852,0.013315392599766506,-0.0006937290420971409,65.30336785316467,0.014009109860343844,-0.00024622497584223386,0.0019036900691137282,0.0016574650932714929,0.026222955790443682,0.027778072778399533
o11,7,637,PartitionWise,-0.0007935589502059565,-0.006494769526299427,-0.0012464041060188114,0.5879361629486084,-0.0052483654202806485,-0.00025551745609586065,2.0688433126053727e-06,-0.00025344840138174645,0.023874279852281875,0.02308072090207592
o11,7,637,TabPFN,0.01129551498938029,0.017374537485994025,0.0017412614585931463,28.265872478485107,0.015633264245881073,1.0855175386544069e-05,0.002239440487246036,0.0022502956626325827,0.03596335379186812,0.04725886878124841
o11,7,819,BetterCatBoost,0.019069270541456386,0.009969261577130184,0.0035638120532284433,30.138267278671265,0.00640544952390173,0.0004429250314721245,0.0008997537584150533,0.001342680380536801,0.021366167045292445,0.04043543758674883
o11,7,819,CheapBetterLGBMClassifier,0.013699676804818667,0.008766359864127193,0.006546606626295392,3.1929218769073486,0.002219753237831823,0.0015080491455053135,0.00037661480537721224,0.0018846655415321462,0.015996573308654734,0.029696250113473398
o11,7,819,XT,0.008191674184285468,-0.09253114535713017,-0.019438047857232698,2.259490489959717,-0.07309309749989744,-0.008567035524179145,-0.002339734744422878,-0.010906768677952403,0.010364374647271789,0.018556048831557256
o11,7,819,RF,0.01624793535165046,-0.0315271666434895,-0.004468501460593677,4.349592447280884,-0.027058665182895847,-0.0026173784340499605,-0.0008068340178695954,-0.003424210861269933,0.017567725532446975,0.03381566088409743
o11,7,819,tabICL,0.0146737954091405,0.006504745625485875,0.0019539504081528825,84.22067070007324,0.004550788715429544,0.00038407600930591423,0.0006221476243159968,0.0010062236336219111,0.016970691912976562,0.03164448732211707
o11,7,819,PartitionWise,-0.002190643080726063,-0.006773542881524053,-0.0023108850777519008,0.6811380386352539,-0.004462657803772152,-0.0006215086108767726,-0.0005589397769553917,-0.00118044679718253,0.00010625342311000111,-0.002084389657616061
o11,7,819,TabPFN,0.01332858036097056,0.0070448951449998964,0.001944412388590544,30.649606704711914,0.0051004762545059255,-4.8590659608574446e-05,0.0007244781435778475,0.0006758874839692675,0.015625476864806625,0.028954057225777187
o11,7,1052,BetterCatBoost,0.03392416171095652,0.02811326456825868,0.015582897722582223,39.316269874572754,0.012530366845676433,0.0037691020160127153,0.0017146731963440381,0.005483777166964706,0.030317776164414518,0.06424193787537104
o11,7,1052,CheapBetterLGBMClassifier,0.031067920904669637,0.02750218294404414,0.015429837798352775,3.431610107421875,0.01207234514569141,0.003645788877355266,0.001707261906640778,0.005353052738603986,0.027461535358127637,0.05852945626279728
o11,7,1052,XT,0.021394261201653192,-0.08956718125099164,-0.03539035102977067,2.3230037689208984,-0.05417683022122098,-0.005648598358730414,0.00010888161819979647,-0.005539714785922678,0.017123014291450366,0.03851727549310356
o11,7,1052,RF,0.023673203964853253,-0.012661887665708116,0.003528055430303678,3.5001461505889893,-0.01618994309601184,-0.0007463926865721393,0.0005936319379169442,-0.00015275879404725022,0.021015588220799918,0.04468879218565318
o11,7,1052,tabICL,0.033829377225924495,0.028304272805651464,0.015162078472969165,94.72641658782959,0.013142189223972967,0.0034690640157807873,0.0017685381534045057,0.005237602169185296,0.030222991679382492,0.064052368905307
o11,7,1052,PartitionWise,0.003705696608729139,-0.0018604257829667459,-0.0010527673462798037,0.6913182735443115,-0.0008076584366869422,-0.0002290285806326009,-0.00012771641219213591,-0.0003567430382167919,9.931106218713792e-05,0.0038050076709162757
o11,7,1052,TabPFN,0.026217998057180107,0.024924363915277803,0.014244206486556544,37.442302227020264,0.010680152320011927,0.0034154714055357692,0.001492086208437654,0.004907557613973423,0.022611612510638108,0.048829610567818205
o11,7,1353,BetterCatBoost,0.012045914872969632,0.017557582943017645,0.0018834280081991839,49.11329627037048,0.015674154934818486,0.00011948179469742498,0.002169138896532463,0.0022886209976303072,0.035172903317806904,0.04721881819077654
o11,7,1353,CheapBetterLGBMClassifier,0.010865924201312082,0.01393600487006329,0.0037282287309589822,3.898566961288452,0.01020777613910433,0.0005051937980710769,0.001557960175201664,0.002063154279673156,0.033992912646149356,0.04485883684746144
o11,7,1353,XT,0.007241487797938753,-0.04949044180446524,-0.024926620850550436,2.471437454223633,-0.024563820953914784,-0.006803111387140852,0.0007858292230059905,-0.006017281857734455,0.029629648678351966,0.036871136476290714
o11,7,1353,RF,0.006730349230052703,-0.007006915428267974,-0.005991141652835569,3.0566763877868652,-0.0010157737754323993,-0.0029135354528629963,0.0012873459952107507,-0.0016261891512518362,0.030155547041539138,0.03688589627159185
o11,7,1353,tabICL,0.011089241583197108,0.016371125167660837,0.003652862787946981,124.55841612815857,0.012718250961839844,0.0007189636699854299,0.0017545795247617402,0.00247354319474717,0.03421623002803438,0.04530547161123148
o11,7,1353,PartitionWise,-0.0036211583078990988,-0.0032978532759105226,-0.0007573459107667879,0.7487678527832031,-0.002540507365143746,-0.00014878616367137027,-0.00015601508332716978,-0.00030480094059812254,0.019505830136938174,0.015884671829039076
o11,7,1353,TabPFN,0.003987687788847709,0.008051278143411684,-0.0020521488549348097,45.825453758239746,0.010103415580472485,-0.0009512496490611422,0.0014189480688905202,0.0004676984198293835,0.027114676233684982,0.03110236402253269
o11,7,1738,BetterCatBoost,0.017718367356415944,0.019575149945315274,0.00631887049487041,61.31573987007141,0.013256279450444875,0.0013732031600522554,0.001738977205296044,0.0031121812533411843,0.03141212070239787,0.049130488058813815
o11,7,1738,CheapBetterLGBMClassifier,0.016913273553936087,0.017639440395901856,0.005847052379407802,4.759504318237305,0.011792388016494081,0.0011849446353380672,0.0017003532408926992,0.0028852987642236567,0.03060702689991801,0.0475203004538541
o11,7,1738,XT,0.010815027547761624,-0.1223309002609791,-0.046462733010597834,2.7825729846954346,-0.07586816725038126,-0.008644859408940548,-0.00032223218268816466,-0.008967090703635818,0.023991373630416462,0.03480640117817809
o11,7,1738,RF,0.01208088517745802,-0.01916175726396459,-0.0021607629677098507,2.9413414001464844,-0.01700099429625478,-0.0021142360214668255,0.0007228803306997183,-0.0013913548027742167,0.02652242722000795,0.03860331239746597
o11,7,1738,tabICL,0.011510148863899984,0.015018482404646715,0.003422881262445199,153.19906163215637,0.011595591950602191,0.0006965072335287064,0.001504878403871404,0.0022013856374001163,0.02520390220988191,0.036714051073781895
o11,7,1738,PartitionWise,-0.0036831344712814733,-0.003509979681088282,-0.0013478255870567391,0.8258767127990723,-0.002162154094031532,-0.000271809631425457,-0.00022847629237306432,-0.0005002850358056338,0.010010618874700453,0.006327484403418984
o11,7,1738,TabPFN,0.011338221472418237,0.010498730132078814,0.001493130730878378,59.248998165130615,0.009005590209601132,0.0001524678619048564,0.0012656134528830298,0.0014180813147878862,0.025031974818400166,0.036370196290818405
o11,7,2234,BetterCatBoost,0.018978234013496884,0.020530035293834802,0.008262561902243837,70.52697920799255,0.012267473391590945,0.002027057728234491,0.0016636511706986461,0.0036907099575754334,0.029904111327932314,0.0488823453414292
o11,7,2234,CheapBetterLGBMClassifier,0.020276574965633405,0.02272560841811454,0.010495654009525313,5.591635465621948,0.012229954408589228,0.0026628015130816113,0.0017143318640436556,0.004377134435767563,0.031202452280068838,0.05147902724570223
o11,7,2234,XT,0.013023841063439876,-0.1296206228915771,-0.03979245310213038,3.183100700378418,-0.0898281697894467,-0.007216808719524945,-0.00036194948523422257,-0.007578757146116885,0.024173833144335237,0.03719767420777511
o11,7,2234,RF,0.016558817094265998,-0.0028280939781727076,0.001792094742331407,3.1440532207489014,-0.004620188720504126,-0.0007633520148592865,0.0009011241975917655,0.00013777324137476677,0.027753551808460362,0.04431236890272637
o11,7,2234,tabICL,0.017011763269415427,0.018744601703066566,0.0071368969140359175,184.24610662460327,0.011607696250659206,0.0016941545647418317,0.0015575574816766497,0.0032517120464184866,0.027937640583850853,0.04494940385326629
o11,7,2234,PartitionWise,-0.0025499381002616977,-0.0009019420703713643,-0.0001804339610722905,0.9961185455322266,-0.0007215081092990961,-3.4608449551454254e-05,-9.777085995247847e-05,-0.00013237825086164222,0.008375939214173737,0.005826001113912038
o11,7,2234,TabPFN,0.005948157206728874,0.0016339967665019218,-0.004358543620262822,72.26460766792297,0.005992531848393323,-0.0013663975488688973,0.0008535644465179542,-0.0005128331023509403,0.01687403452116431,0.022822191727893185
o11,7,2872,BetterCatBoost,0.02231830835869738,0.024350167342676098,0.010376743974214998,98.53135681152344,0.013973423368461158,0.002740450284330598,0.0018408179517909406,0.004581269384666858,0.031785988616249886,0.054104296974947265
o11,7,2872,CheapBetterLGBMClassifier,0.021761725308623858,0.02226384534625041,0.009507302684438468,7.078616619110107,0.012756542661811943,0.0023661220335196827,0.0017419553267343125,0.0041080785087993146,0.03122940556617636,0.052991130874800216
o11,7,2872,XT,0.016817567972970033,-0.10670928030115978,-0.04037866082720731,3.8802084922790527,-0.0663306194739525,-0.0058776366111856606,0.0002090082069395427,-0.005668627255700792,0.026772507520827937,0.04359007549379797
o11,7,2872,RF,0.016712007603344098,-0.0018267147875166922,0.004458491358978167,3.6685078144073486,-0.006285206146494892,0.00038109603874953156,0.0009710966245193714,0.0013521938118142285,0.026597806095336535,0.04330981369868063
o11,7,2872,tabICL,0.019047957507105893,0.024410428143399054,0.010337552570356446,235.91738200187683,0.014072867378810527,0.002650464973733149,0.0017964648685227596,0.004446929842255906,0.028515637764658392,0.04756359527176428
o11,7,2872,PartitionWise,-0.004173856179364936,-0.0012489920772227325,-0.00036537324081100666,1.0077416896820068,-0.0008836188364117259,-6.915047078879521e-05,-0.0001329824106071159,-0.00020213173285059394,0.005293824078187565,0.001119967898822629
o11,7,2872,TabPFN,0.01138868147328918,0.0054020048848120615,-0.0020357419132276955,104.70520567893982,0.007437738603807653,-0.0006684734423643007,0.0010724536906414977,0.00040398024827719705,0.020856361730841686,0.032245043204130866
o11,8,300,BetterCatBoost,0.007333330313364665,0.004196268098777753,0.003864081106279854,26.09372878074646,0.0003321869924979015,0.0010288844945216904,0.0013148862580242774,0.0023437702241756162,0.04400002082188924,0.051333351135253905
o11,8,300,CheapBetterLGBMClassifier,-3.1789143876276295e-09,-0.008769501630811933,-0.0026807336310188446,1.9995317459106445,-0.006088767999793093,-0.0007123876498219571,0.00033291173509097385,-0.00037947644310133905,0.03666668732961019,0.03666668415069581
o11,8,300,XT,0.007333329518636067,-0.04295696280252706,2.1570701529610714e-05,3.331566095352173,-0.04297853350405668,-0.00022662910125927706,0.0010109634913333114,0.0007843338617036747,0.04400002002716065,0.051333349545796714
o11,8,300,RF,0.0006666628519694012,-0.0051975475594082665,0.0035233481811894397,4.412246465682983,-0.008720895740597711,0.0015621857135555285,0.0009606301579999727,0.002522815343185155,0.03600001970926921,0.03666668256123861
o11,8,300,tabICL,-0.0010000010331471761,0.0038879025563917286,-0.0005305340739268194,34.68627595901489,0.00441842201703011,-0.00011025838553905195,0.0012332753743006235,0.0011230169887615688,0.0356666894753774,0.03466668844223022
o11,8,300,PartitionWise,-0.008333336114883422,-0.03902457375914048,-0.0018674344220970362,0.2640511989593506,-0.03715713933704342,-0.00037134935064671374,-0.00012206009112427987,-0.0004934099701413431,0.028333354393641152,0.02000001827875773
o11,8,300,TabPFN,0.006999995311101277,0.012393226656846393,-0.0034060823522188365,19.555781602859497,0.01579929439577677,-0.0011645587254315664,0.0022588474400011627,0.0010942887145696037,0.043666685819625864,0.05066668113072713
o11,8,386,BetterCatBoost,-0.003060275647706125,-0.0051908774326147435,-0.006476731275327524,22.958793878555298,0.0012858538427127975,-0.0019229911749382774,0.0009229554551678301,-0.0010000363136335815,0.03466868592308951,0.03160841027538339
o11,8,386,CheapBetterLGBMClassifier,-0.005414589793929013,-0.0062136000945087755,-0.008001723941434146,2.1614773273468018,0.001788123846925374,-0.002010966044109922,0.001083076895408048,-0.0009278897425650176,0.03231437177686663,0.02689978198293762
o11,8,386,XT,-0.005141528225167371,-0.09304828360601598,-0.019879106515327226,3.0240190029144287,-0.07316917709068878,-0.008148351424488881,-0.00040278994892741713,-0.008551141967279435,0.031038981427997103,0.025897453202829733
o11,8,386,RF,-0.0009856836977617926,-0.002588934509217394,-0.010390683985002053,4.362833499908447,0.00780174947578467,-0.003955634141771595,0.0015931677970303323,-0.002362466938604404,0.03596405690803236,0.034978373210270565
o11,8,386,tabICL,-0.0023243428785087185,-0.0022365537577007876,-0.0005858643818854147,39.75208592414856,-0.0016507042398033356,-0.00012004439350895915,0.0005397380866601735,0.00041969369315121157,0.03540461869228692,0.0330802758137782
o11,8,386,PartitionWise,0.0018481491924404031,0.007904946518445838,-0.0019703542249894677,0.2363264560699463,0.009875300743435294,-0.0004527974004497802,0.0016125538704054088,0.0011597558760924858,0.03957711076323604,0.04142525995567644
o11,8,386,TabPFN,-0.0015084943452200567,-0.0038697115020445427,-0.007686932912976813,22.542290449142456,0.0038172065469443185,-0.0024986654401564826,0.000996398322502362,-0.0015022671176541228,0.03622046722557558,0.034711972880355525
o11,8,496,BetterCatBoost,-0.00262626421571982,0.012306734207174753,-0.001313798930638177,28.200377464294434,0.013620533137812928,-0.0003000594554801797,0.0018581639692876837,0.001558103930634,0.03492931518169364,0.03230305096597382
o11,8,496,CheapBetterLGBMClassifier,-0.0058808113998836935,-3.7608633057772954e-05,-0.003850870864747341,2.519592523574829,0.003813262231689546,-0.0010520713912615138,0.0008505853437790131,-0.00020148663065600592,0.031674767997529774,0.02579395659764608
o11,8,496,XT,-0.0032363663297710994,-0.08911136412061056,-0.01645763585051254,2.763838291168213,-0.07265372827009804,-0.006305384153077904,-0.00017073185229226907,-0.006476116588543669,0.034117192817456794,0.030880826487685697
o11,8,496,RF,-0.003242426937276667,-0.0403990417600882,-0.009520830379030181,4.229802846908569,-0.030878211381058007,-0.0032627302810240262,0.0002978562509625013,-0.002964874613235033,0.033707091709580084,0.030464664772303418
o11,8,496,tabICL,-0.00020202025018557155,0.005481999532378051,-4.321333452521059e-05,49.2887396812439,0.005525198043834051,-8.42560759999611e-06,0.0010514191314095935,0.0010429935238095989,0.03735355914722789,0.03715153889704232
o11,8,496,PartitionWise,-0.01292929601187658,-0.004184167160047098,-0.00047839547214746924,0.38432908058166504,-0.003705771687899645,-8.832702234353312e-05,-0.00010406333555655345,-0.0001923909410735919,0.02462628338553689,0.011696987373660307
o11,8,496,TabPFN,-0.010301014965230768,0.005257486191900062,-0.005997853739721342,24.72431492805481,0.011255325108552188,-0.0014977220936367899,0.001613446387153053,0.00011572429351626307,0.027254564432182698,0.016953549466951927
o11,8,637,BetterCatBoost,0.01489049728783801,0.01799565505684882,0.002742803588024373,33.48804807662964,0.015252851468824508,0.0001350494305362965,0.0021993866011798453,0.002334436240083518,0.039607548688751035,0.05449804597658905
o11,8,637,CheapBetterLGBMClassifier,0.013165594929257247,0.016560534322357066,0.003574195966133531,3.0071732997894287,0.012986338356223582,0.0006711692057284252,0.0019056251104713734,0.002576794524567168,0.03788264633017028,0.051048241259427515
o11,8,637,XT,0.01726746635555517,-0.016119094029270982,-0.010156389973375767,2.757441759109497,-0.005962704055895202,0.0009324296636798706,0.0018775592568557077,0.002809989128902954,0.041198346309187846,0.05846581266474302
o11,8,637,RF,0.017412643182993404,0.019571794657789222,0.013806258761699285,4.776089906692505,0.005765535896089991,0.003615317622997452,0.0017357599895766226,0.005351077820941448,0.04134475345188003,0.058757396634873435
o11,8,637,tabICL,0.011279524639835508,0.0210043753249248,0.003399267318711868,65.6793327331543,0.01760509621307883,0.0005229666359666693,0.002506765324995815,0.003029731960962485,0.03599657604074854,0.04727610068058405
o11,8,637,PartitionWise,-0.01256521155720386,-0.008785843865815402,-0.0006718326184726175,0.6134285926818848,-0.008114011247342762,-0.00012428190346852608,-0.0009784733113951823,-0.0011027550064963364,0.01215183984370917,-0.00041337171349469166
o11,8,637,TabPFN,0.011587099337906349,0.015392149250917437,0.0007818756187941367,25.557700157165527,0.014610261838989207,-0.000290056084755691,0.0020921906943481465,0.0018021346095924554,0.036304150738819374,0.04789125007672572
o11,8,819,BetterCatBoost,0.002311085185729224,0.01856402081514691,0.0019351562111728504,32.553534507751465,0.016628864603974038,0.0004440451463288739,0.002438289935179126,0.002882334261552541,0.04370718863255496,0.04601827381828419
o11,8,819,CheapBetterLGBMClassifier,-0.00037034536735144246,0.01432637917607329,-0.0017665832612557386,3.222242593765259,0.016092962437329043,-0.00043101091602690126,0.002215004214796465,0.0017839924788141087,0.0410257580794743,0.04065541271212285
o11,8,819,XT,0.005249136783540489,-0.0019552249188742486,0.004751783112460617,2.220219850540161,-0.006707008031334893,0.0013565069632377538,0.0018420484698798089,0.003198554613162105,0.046400589566021715,0.051649726349562206
o11,8,819,RF,0.006953461013581605,0.013721471218778286,0.006145776761292887,4.800375699996948,0.007575694457485399,0.0021199379739282277,0.00212716850911701,0.004247105663089774,0.04786026313171832,0.054813724145299926
o11,8,819,tabICL,0.002926080343378316,0.02039024591511605,0.0011692246664350592,84.04458522796631,0.019221005519235418,0.0002916506810519831,0.0025963322616076754,0.002887982942659663,0.044322183790204056,0.047248264133582366
o11,8,819,PartitionWise,0.0,0.004613716010869795,0.0,0.6891124248504639,0.004613716010869795,8.199554618615323e-10,0.0011313982398949139,0.0011313982398949139,0.04139610344682574,0.04139610344682574
o11,8,819,TabPFN,0.0026731969308446445,0.020751094719030094,-3.9941850802832635e-05,30.899288654327393,0.020791020840387347,-9.138555680968386e-05,0.0027995192983278462,0.002708133741518165,0.04406930037767039,0.04674249730851503
o11,8,1052,BetterCatBoost,0.020816062692863034,0.030449981064293752,0.013776534243013889,43.285017013549805,0.01667344682127983,0.0037008489147821316,0.002377454939359326,0.006078304521413167,0.038089839637857933,0.058905902330720974
o11,8,1052,CheapBetterLGBMClassifier,0.015967043709523576,0.02733502629634941,0.011004495029054779,3.777045488357544,0.016330531267294574,0.002963470488305718,0.002201174829321201,0.005164645984898626,0.03324082065451847,0.04920786436404205
o11,8,1052,XT,0.02033174933872813,-0.07431153904173027,-0.022364403650237112,2.2610106468200684,-0.051947135391493204,-0.0014816776902662602,0.0009504312893972147,-0.0005312457335973436,0.03646582842680273,0.05679757776553086
o11,8,1052,RF,0.020711798399411053,0.01883423252197879,0.009539070930729804,4.03547215461731,0.009295161591248968,0.0018200281198092084,0.0019136972188337638,0.003733726005914674,0.03884091249090155,0.059552710890312596
o11,8,1052,tabICL,0.020626942138590086,0.02855205428760667,0.010533184163659387,94.03886580467224,0.018018860087450517,0.002618989934482706,0.0023416886136888885,0.004960678548171592,0.037900719083584986,0.05852766122217508
o11,8,1052,PartitionWise,-0.006069065105616442,-0.0027244209331738376,-0.002061650221278821,0.7003099918365479,-0.0006627707118950277,-0.0004175528858711808,0.0002879388068305372,-0.00012961341176893348,0.011204711839378458,0.005135646733762019
o11,8,1052,TabPFN,0.01996613853054697,0.030648324433793468,0.012302839630889234,37.726545095443726,0.018345474766407476,0.003445595110529294,0.0024829101054079524,0.005928505215937245,0.03723991547554187,0.05720605400608884
o11,8,1353,BetterCatBoost,0.009520291307836963,0.022071961649930895,-0.0009976196159560246,46.18370985984802,0.023069581265886895,-0.000591483115029906,0.0029910394134291434,0.002399555964586855,0.04303131692637931,0.052551608234216264
o11,8,1353,CheapBetterLGBMClassifier,0.0047973176923722894,0.018009660892758916,-9.000063996039142e-05,4.208718299865723,0.01809966153271931,-0.00011442376502295571,0.002384778657325942,0.002270354558490595,0.038308343310914636,0.04310566100328692
o11,8,1353,XT,0.005826975079659345,-0.01830402293023244,-0.011027105034589013,2.406157970428467,-0.007276917895643465,-0.003798886763206731,0.0018248759203460265,-0.001974011176673092,0.040373124277003555,0.0462000993566629
o11,8,1353,RF,0.008265406007533421,0.01278158837999469,-0.001366897711189169,3.110229015350342,0.014148486091183864,-0.001203016840803804,0.002283393861821735,0.0010803766872055447,0.04192567297746628,0.05019107898499971
o11,8,1353,tabICL,0.002432689811421888,0.018137410114128255,1.4943986449234003e-05,125.44758534431458,0.0181224522591379,-1.0963356743763641e-05,0.0023127031179571212,0.0023017397612133546,0.03594371542996423,0.03837640524138612
o11,8,1353,PartitionWise,-0.0032472332465252754,-0.0003924407114880457,-0.0006751250956172128,0.7794516086578369,0.00028268438412916707,-0.0001314035479151751,0.0002853480204238548,0.00015394413869629226,0.030263792372017068,0.02701655912549179
o11,8,1353,TabPFN,0.008770252030062289,0.01876576076207486,0.0002767165180004416,47.07159447669983,0.018489030375533295,-0.00014019697776795486,0.0025837222613004514,0.0024435252835324967,0.04228127764860463,0.05105152967866692
o11,8,1738,BetterCatBoost,0.017207918188753495,0.031617425268081104,0.006957555281534411,57.49829053878784,0.024659869986546706,0.001509900175772956,0.0031957511397376235,0.004705651210764635,0.047003562952139116,0.0642114811408926
o11,8,1738,CheapBetterLGBMClassifier,0.01219814659614175,0.023401129229715222,0.0030283556404200273,4.6473283767700195,0.020372773589295134,0.0005796669057500537,0.0027440937837513737,0.0033237605847554834,0.04199379135952737,0.05419193795566912
o11,8,1738,XT,0.01133939126130266,-0.052583513521592164,-0.028016527318515578,2.666106700897217,-0.024566986203076617,-0.0038365935956820975,0.002069294255301153,-0.0017672994451268908,0.04044521506456814,0.0517846063258708
o11,8,1738,RF,0.010133156777533878,0.00884198493481383,0.00357949912463702,2.8914716243743896,0.005262485810176793,0.00023782826879392566,0.00242565652485482,0.002663484688902801,0.04062077532884217,0.05075393210637604
o11,8,1738,tabICL,0.016692500599507304,0.027210683159626808,0.0031678086460943055,153.17314505577087,0.024042861521833554,0.0006301724748361617,0.0031299233201089417,0.003760095794945102,0.046488145362892926,0.06318064596240022
o11,8,1738,PartitionWise,-0.001781610579326235,0.004011275110126666,-0.00018964385740233292,0.8941490650177002,0.004200918967528999,-3.5691701235807113e-05,0.0007892163675608896,0.0007535245615791289,0.028014034184059382,0.02623242360473315
o11,8,1738,TabPFN,0.00685231823430609,0.014970899333243332,-0.0004542735748782667,58.29686951637268,0.015425159916422643,-0.0005657556097101348,0.002103445637419396,0.0015376900277092654,0.036647962997691706,0.0435002812319978
o11,8,2234,BetterCatBoost,0.01418554739611445,0.028511785303344327,0.004200350859354185,75.04156494140625,0.024311434443990136,0.0008158754596827355,0.003204460672064713,0.004020335948486336,0.04525468170034734,0.05944022909646178
o11,8,2234,CheapBetterLGBMClassifier,0.011547632457832538,0.025075251787526877,0.0037969790544034377,5.719639778137207,0.021278272733123466,0.0007988116940186904,0.0028061411454762862,0.0036049526562338687,0.042616766762065425,0.05416439921989796
o11,8,2234,XT,0.011054761145272544,-0.05772531946062879,-0.021711660383246057,3.086030960083008,-0.03601365907738271,-0.0039781214692548635,0.0020669199127537467,-0.0019112017397622306,0.042303367796036155,0.0533581289413087
o11,8,2234,RF,0.012711244977554636,0.0008302676057223735,0.0026902089225482205,3.022169351577759,-0.001859941316825825,2.2362630579164656e-05,0.0023437383636119857,0.002366100810930037,0.043466778715115506,0.056178023692670144
o11,8,2234,tabICL,0.008636247320512228,0.024415216579997644,0.0019028454179244425,183.96504259109497,0.022512357869826506,0.0003828321396708509,0.00282686985373192,0.003209701993402764,0.03970538162474511,0.04834162894525734
o11,8,2234,PartitionWise,-0.001569507528313607,0.0050974536482399245,-0.00016584434628469925,0.9430291652679443,0.005263297994524613,-3.10596352388004e-05,0.0008883932737638031,0.0008573334552638895,0.02949962677591928,0.027930119247605672
o11,8,2234,TabPFN,0.007470820395722939,0.016788212664615592,-0.00010173352165846473,73.2046411037445,0.01688993289402736,-0.0004902122409927337,0.0023309535745574166,0.0018407413335646745,0.03853995469995583,0.04601077509567877
o11,8,2872,BetterCatBoost,0.012777938477398137,0.0332119249311338,0.006981818276464408,100.4923255443573,0.026230106654669422,0.0018016923794918274,0.0034085756337991326,0.005210267615762025,0.0473224252794136,0.06010036375681175
o11,8,2872,CheapBetterLGBMClassifier,0.011941458873867248,0.032655856479156406,0.005683671218408992,8.333638191223145,0.02697218526074744,0.0013791311680372022,0.00339877083478487,0.004777901605293129,0.04648594567588271,0.05842740454974996
o11,8,2872,XT,0.011383120589826238,-0.06019491123713332,-0.021192679591132857,3.607630729675293,-0.03900223164600046,-0.002801493726257015,0.0024431709676445757,-0.0003583231561413838,0.0462402871975193,0.057623407787345524
o11,8,2872,RF,0.012949670655964687,0.01619751174584444,0.005782712880006785,3.5154521465301514,0.010414798865837672,0.0012214095981551015,0.002973636459405084,0.0041950456600312516,0.04798165921878859,0.06093132987475327
o11,8,2872,tabICL,0.012744369209363521,0.03251313701256331,0.005766436411812031,235.70394802093506,0.02674668648830992,0.0014056640096029068,0.003312980822427819,0.004718644832030728,0.047288856011378985,0.0600332252207425
o11,8,2872,PartitionWise,0.0,0.006672791420618685,0.0,1.068662166595459,0.006672791420618685,3.975289444846375e-10,0.001086313533380387,0.001086313533380387,0.03454448680201546,0.03454448680201546
o11,8,2872,TabPFN,0.007134483691147467,0.014723125967719375,-0.003352021671113664,103.48905491828918,0.01807513352639169,-0.0012561163387311155,0.002507635519906945,0.0012515191811758295,0.04167897049316293,0.04881345418431039
o11,9,300,BetterCatBoost,0.054333320061365764,0.030802838629091518,0.024254068644800418,26.026276111602783,0.006548769984291064,0.0051174799843690414,0.0008755970564751816,0.005993081239246381,0.014333343903223671,0.06866666396458944
o11,9,300,CheapBetterLGBMClassifier,0.05333331982294719,0.041627335965014146,0.031636988374885336,1.9320192337036133,0.009990347590128717,0.00783693276811684,0.0012517579722320384,0.009088694938751054,0.013333343664805092,0.06666666348775228
o11,9,300,XT,0.04666665633519491,0.01233533154753751,0.015311300384373061,3.3216159343719482,-0.00297596883683558,0.0012443661719681975,-4.2596790994768596e-05,0.0012017735793756062,0.008333346446355184,0.055000002781550095
o11,9,300,RF,0.049333321253458656,0.031794738761672145,0.02556958055931293,4.385848045349121,0.006225158202359177,0.005862366171968206,0.0007122550608570935,0.006574625431227462,0.007666678031285604,0.056999999284744265
o11,9,300,tabICL,0.046333321332931526,0.030783773303909124,0.025990397784494385,34.90260577201843,0.004793378999713088,0.0060737770516425356,0.0006178243186635262,0.006691601370306062,0.006333345174789428,0.05266666650772095
o11,9,300,PartitionWise,0.010333314339319864,-0.020068678858969347,-0.012602045294026688,0.27071428298950195,-0.007466633564942715,-0.0032614660828636953,-0.0010678070323219796,-0.004329268916783494,-0.029666661818822226,-0.019333347479502362
o11,9,300,TabPFN,0.04466665347417195,0.03559301857862178,0.03472276598551176,19.4233877658844,0.0008702560734083542,0.010092509472742673,0.00015824959128318827,0.010250759064025868,0.0046666773160298665,0.04933333079020183
o11,9,386,BetterCatBoost,0.04144188032283649,0.025311442389525263,0.020178242616515952,24.68669033050537,0.0051331997730093785,0.003886078082217423,0.0007258738376550832,0.004611955150870248,0.017132879855670097,0.05857476017850659
o11,9,386,CheapBetterLGBMClassifier,0.04635363579431535,0.0198077172298196,0.017885956543173577,2.303649663925171,0.0019217606866460569,0.0029533216704129618,0.0003921712852266668,0.003345496186637348,0.022044635327148947,0.0683982711214643
o11,9,386,XT,0.031355303388970954,-0.031161813126216697,0.016033912259676375,3.0091464519500732,-0.04719572538589302,0.0029462090752145646,-0.0015594382404327505,0.0013867740657795558,0.0060073416351359,0.037362645024106855
o11,9,386,RF,0.038578079872595004,0.019020973726246716,0.029413807496606416,4.430647850036621,-0.010392833770359622,0.007922453941459443,-0.0004731881941827026,0.007449268978274465,0.012197816840339177,0.05077589671293418
o11,9,386,tabICL,0.043000325341245316,0.029418175659435088,0.022874506136678706,39.85580897331238,0.006543669299932631,0.0055069241989087634,0.0009097694385248767,0.006416693637433643,0.018691324874078912,0.061691650215324224
o11,9,386,PartitionWise,0.029770214018566065,-0.00420207767808396,0.00043883864325499066,0.2477245330810547,-0.004640916321338973,-0.00021358335203513213,-0.00048516311481855423,-0.0006987432358559504,0.00546121355139967,0.03523142756996574
o11,9,386,TabPFN,0.0442723832168541,0.02944044694959359,0.023955189597420046,23.07713222503662,0.005485257129349774,0.0050932507174566545,0.0008807373976542244,0.005973988115110881,0.0199633827496877,0.0642357659665418
o11,9,496,BetterCatBoost,0.014301000539702596,0.0003188525769545647,-0.0012658443414229835,35.42757534980774,0.0015846969183775927,-0.0013424906202639808,0.00023545916071267546,-0.0011070296749792125,0.013452539533075661,0.02775354007277826
o11,9,496,CheapBetterLGBMClassifier,0.013519181203360509,-0.003234810356622686,-0.00027228960133108827,2.614581346511841,-0.0029625207552915534,-0.0003251883436781039,-0.0002560658871397697,-0.0005812524462457863,0.01267072019673357,0.026189901400094077
o11,9,496,XT,0.008272720589782253,-0.08847359416674574,-0.01795901297440091,2.6150596141815186,-0.07051458119234476,-0.007839319405223056,-0.002374880347983993,-0.010214197968634962,0.00662021898741674,0.01489293957719899
o11,9,496,RF,0.004076760465448553,-0.029873903673659774,-0.007526533252975143,4.369765043258667,-0.02234737042068462,-0.003115500325537293,-0.0019005485859188986,-0.005016047126884105,0.005418198017158893,0.009494958482607447
o11,9,496,tabICL,0.011468683360803008,0.001984329369419546,0.0011472589223936569,49.24151825904846,0.0008370646874372612,0.00019981832962219503,0.00015908445512894387,0.0003589027847511417,0.010620222354176067,0.022088905714979075
o11,9,496,PartitionWise,0.01675958553468338,-0.011569808926049373,-0.005866192779638646,0.38307952880859375,-0.005703616146410717,-0.0015952763569278855,-0.0005076999562532269,-0.002102974528609014,0.01591112452805644,0.032670710062739826
o11,9,496,TabPFN,0.012111097174461441,-0.004112502319482447,-0.006424117788435468,25.58460545539856,0.0023116097093643707,-0.002308269615369768,0.0003326326070701435,-0.0019756370082996215,0.011262636167834503,0.023373733342295942
o11,9,637,BetterCatBoost,0.012399107393786662,0.008713175081762049,0.0009203189305689973,33.00310683250427,0.007792856151193095,-0.0006794032467311445,0.0011144911475557517,0.0004350890778385019,0.021405036747455596,0.03380414414124226
o11,9,637,CheapBetterLGBMClassifier,0.01881396776930554,0.015584186080079287,0.002671507264134121,2.963324785232544,0.012912678815945166,0.00019966876623780106,0.001814204279520576,0.0020138742227722717,0.027819897122974474,0.04663386489228001
o11,9,637,XT,0.019900339133450833,-0.0690670272343727,-0.024590304247350557,2.4581499099731445,-0.04447672298702219,-0.004514034559559834,-2.0920632394477723e-05,-0.00453495401494042,0.02953003794834839,0.049430377081799225
o11,9,637,RF,0.01173596860708918,-0.013463690491986913,-0.0018539503191859375,4.816759824752808,-0.011609740172800953,-0.0017005176358940387,-0.0003916779596035841,-0.002092194418483728,0.02074558853105767,0.03248155713814684
o11,9,637,tabICL,0.01710506436657014,0.014576324451832457,0.0030581327463388487,63.1797149181366,0.011518183620236312,0.0005366322147205282,0.0015897657508492729,0.002126397965569801,0.026110993720239072,0.043216058086809214
o11,9,637,PartitionWise,0.0004539773381483838,-0.003388550930897738,-0.000707749043497774,0.616384744644165,-0.0026808018873999973,-0.00021397954887828196,-0.00031030782344111386,-0.0005242861953055067,0.009459906691817318,0.009913884029965701
o11,9,637,TabPFN,0.01770791061603882,0.0069108606270017695,-0.0033898439972252503,28.27141809463501,0.01030069653896971,-0.001780793606807793,0.0014292665955082605,-0.000351527011299535,0.026713839969707755,0.04442175058574658
o11,9,819,BetterCatBoost,0.03774576060396993,0.01996341009833551,0.00838857180913588,37.23007392883301,0.011574838289199679,0.0006996228434900901,0.0015312807200833529,0.0022309065860099354,0.01681955371112786,0.0545653143150978
o11,9,819,CheapBetterLGBMClassifier,0.031893598748844544,0.007959451820262897,0.0006329353877516763,3.26737380027771,0.007326516432511243,-0.001053012591499318,0.0009499838732391422,-0.00010302569582368998,0.010967391856002465,0.042860990604847014
o11,9,819,XT,0.03359568168102723,-0.025958372283398555,-0.009960967302621849,2.3063032627105713,-0.015997404980776647,-0.006355370704947664,-0.00024199314663221893,-0.0065973608291434015,0.01364358786103898,0.0472392695420662
o11,9,819,RF,0.035797536786080976,0.007831770280383787,0.0037926749559346494,4.510510206222534,0.004039095324449199,-0.0015686144245014258,0.0006645327815105115,-0.0009040786205544368,0.01670433858385276,0.05250187536993374
o11,9,819,tabICL,0.02772107452720507,0.011124125361023552,0.003303304543582586,84.97381901741028,0.007820819796266787,4.5919417185268094e-05,0.0010041737237157678,0.0010500931409010276,0.006794867634362987,0.03451594216156805
o11,9,819,PartitionWise,0.006336209130255064,-0.0087622964244369,-0.005596841672003983,0.6514604091644287,-0.0031654547524328724,-0.0015459237763951542,-0.0005239850405423796,-0.002069905794501044,-0.014589997762587011,-0.008253788632331952
o11,9,819,TabPFN,0.04351038514149683,0.014686110225661974,0.003239087826314302,31.001496076583862,0.011447021378173461,-0.001173313723250803,0.0015395797411027964,0.00036626601785198917,0.022584178248654756,0.06609456339015159
o11,9,1052,BetterCatBoost,0.029951241775065883,0.022727458786919175,0.01617075058411821,36.72409534454346,0.006556708202800954,0.003655440236628238,0.0009460493874681342,0.004601491931288634,0.020626056860435414,0.0505772986355013
o11,9,1052,CheapBetterLGBMClassifier,0.029951693593608258,0.01722278088240603,0.012505480665182155,3.5113818645477295,0.004717300217223852,0.002762789989476014,0.0007967621256831092,0.003559554422351377,0.020626508678977792,0.05057820227258605
o11,9,1052,XT,0.022729850773132297,-0.07685573846416868,-0.02648792802304344,2.343465805053711,-0.050367810441125274,-0.0065397713084209665,7.603951741019799e-06,-0.006532165049487701,0.015583406390575597,0.03831325716370789
o11,9,1052,RF,0.02995034199055848,0.00958985244891919,0.006014482845050994,3.5404019355773926,0.003575369603868206,-0.0002744693199057041,0.000782110835063074,0.00050764382234961,0.02072129769778311,0.050671639688341596
o11,9,1052,tabICL,0.03383795203379168,0.025262290628283036,0.014800625114866628,95.88105273246765,0.010461661754362616,0.0033039410001739324,0.0013638519540828341,0.0046677929542567696,0.024512767119161217,0.0583507191529529
o11,9,1052,PartitionWise,0.015420432621295768,-0.003211592044266798,-0.0021510691037324057,0.6878230571746826,-0.0010605229405344363,-0.000656350319093102,-8.639131969966074e-05,-0.0007427393316005087,0.006095247706665302,0.021515680327961067
o11,9,1052,TabPFN,0.029751284827876107,0.019173933474435235,0.011998280292338149,39.03828978538513,0.0071756494230432845,0.0024198624145183255,0.0010674702388355967,0.0034873326533539223,0.020426099913245642,0.050177384741121746
o11,9,1353,BetterCatBoost,0.01795434341284687,0.019240633977163656,0.009485437230761996,45.62737989425659,0.009755196746401674,0.00237668580263527,0.001271909054541695,0.003648596528600734,0.018941110455470124,0.03689545386831699
o11,9,1353,CheapBetterLGBMClassifier,0.012490081855862032,0.010860381063960079,0.005082947652398884,3.9034414291381836,0.005777433411561217,0.001282325275836041,0.0007521145218348735,0.002034441469094672,0.013476848898485282,0.025966930754347316
o11,9,1353,XT,0.020323623998969635,-0.041330562906243526,-0.014714187130753564,2.5306315422058105,-0.02661637577548994,-0.002902869088246074,0.00024855016372422043,-0.0026543172530980957,0.02249229594725019,0.042815919946219826
o11,9,1353,RF,0.01958178920923108,0.011094598953051283,0.00879653878745632,3.0089380741119385,0.002298060165594973,0.0020073387990179824,0.0007134387792770396,0.00272077924971878,0.020567189219285673,0.040148978428516745
o11,9,1353,tabICL,0.020552406691944435,0.019409517867988633,0.010446476593534005,124.58571648597717,0.008963035081746085,0.0024849128399033584,0.0011015288167829235,0.003586441656686282,0.021539173734567686,0.04209158042651212
o11,9,1353,PartitionWise,0.0016979518933131327,-0.005605044728978126,-0.0021264384308949833,0.735973596572876,-0.003478606298083131,-0.00046233919506487585,-0.00039750714287205833,-0.000859844666513171,0.0026847189359363835,0.004382670829249517
o11,9,1353,TabPFN,0.01926990352335793,0.013613384045915878,0.004330813913816312,46.2416353225708,0.009282563939391041,0.0009003268736896358,0.0012500503665872575,0.0021503772402768962,0.02025667056598119,0.039526574089339114
o11,9,1738,BetterCatBoost,0.02417253696427656,0.023873567394076256,0.009909786005628507,54.80618906021118,0.01396378138844776,0.002300163058952884,0.0017501885198661332,0.004050353354374756,0.023470318267461442,0.047642855231738
o11,9,1738,CheapBetterLGBMClassifier,0.022848047322540477,0.017678030322415515,0.007329587063986387,4.801645278930664,0.010348443258429152,0.0016460926463148756,0.0014262485092835868,0.0030723429311541955,0.02214582862572536,0.04499387594826583
o11,9,1738,XT,0.023648508612303807,-0.04119992881042937,-0.011424193435322371,2.8095688819885254,-0.02977573537510696,-0.005099268855912447,1.4476529640053415e-05,-0.005084790550716661,0.02334792609481561,0.046996434707119415
o11,9,1738,RF,0.022150445910421607,0.012732035554697629,0.005125657133120532,2.950010061264038,0.0076063784215771426,-5.240327573423631e-05,0.0009971477380640165,0.0009447462378855132,0.02167728393544358,0.04382772984586518
o11,9,1738,tabICL,0.0228995601417111,0.02250587259065575,0.009974804512088209,153.3941514492035,0.012531062284465244,0.0022697384385608364,0.0014985716775189396,0.003768310116079776,0.02219734144489598,0.045096901586607084
o11,9,1738,PartitionWise,0.0039698113584144094,-0.0038683651840705213,-0.0011324544309847418,0.8590772151947021,-0.0027359107530857798,-0.0002401147428213707,-0.0004066189297232681,-0.0006467318969888946,0.0032675926615992924,0.007237404020013702
o11,9,1738,TabPFN,0.023772883051540843,0.01898068056982737,0.008585613208585929,58.595759868621826,0.01039506156713913,0.0017078815054185736,0.0014468814777425037,0.003154762983161072,0.023070664354725726,0.04684354740626657
o11,9,2234,BetterCatBoost,0.03545448995084044,0.035331553764301395,0.01758535528802683,69.56995940208435,0.017746198476274556,0.004180579602996393,0.0022166303139357023,0.006397211996732044,0.0298175318202061,0.06527202177104655
o11,9,2234,CheapBetterLGBMClassifier,0.03375215932471683,0.029505508710744456,0.01800904376503417,5.842782974243164,0.011496464945710327,0.004459412424535647,0.0016285295503810997,0.00608794405471672,0.028115201194082496,0.06186736051879932
o11,9,2234,XT,0.025692152157075328,-0.11552423050118535,-0.057514774300550145,3.314408302307129,-0.05800945620063515,-0.006053985297375134,3.854338021749282e-05,-0.006015439837357683,0.02063654836594351,0.04632870052301884
o11,9,2234,RF,0.030883712340467516,0.01446141168216225,0.011373574358086436,3.152569532394409,0.003087837324075782,0.0016444481497656898,0.001152997533410624,0.0027974477629762657,0.02453137186355917,0.05541508420402669
o11,9,2234,tabICL,0.033979587320007505,0.03138991527211512,0.015085316486954126,184.13135409355164,0.0163045941556735,0.003461078534000697,0.001971046631624421,0.005432125165625118,0.028342629189373164,0.06232221650938067
o11,9,2234,PartitionWise,0.006712903097424247,-0.0009392545769810967,0.00029137055806401915,0.910308837890625,-0.001230625135045149,7.435067128794271e-06,-0.0001900855311972871,-0.00018264838426853557,0.001075944966789908,0.007788848064214156
o11,9,2234,TabPFN,0.030571206755984504,0.02147085751235652,0.010785324710779021,73.91110849380493,0.010685528172090054,0.001988083384237088,0.0014459339101392215,0.00343401729437631,0.024934248625350163,0.05550545538133467
o11,9,2872,BetterCatBoost,0.03491845662961167,0.03346138582275482,0.017665605322605926,94.99920392036438,0.015795780500148925,0.004407354981664555,0.0019821211596806943,0.006389478255126887,0.028730327161365053,0.06364878379097673
o11,9,2872,CheapBetterLGBMClassifier,0.029347118372556713,0.02924278068703373,0.01684796353180006,7.438131093978882,0.012394817155233684,0.00415236674238523,0.0016518098410899906,0.005804178697256865,0.023158988904310097,0.05250610727686681
o11,9,2872,XT,0.028586874723831757,-0.09156401914203194,-0.031155540723075515,4.007848739624023,-0.0604084784189564,-0.005344901937040741,-4.0887245664017466e-05,-0.005385787068923115,0.022362689855044186,0.050949564578875936
o11,9,2872,RF,0.03213803257658307,0.016001889472706733,0.01157270792421351,3.72786808013916,0.004429181548493188,0.00192050743191009,0.0011785822690559777,0.0030990918147477094,0.026192714529567694,0.05833074710615077
o11,9,2872,tabICL,0.029210596641976262,0.030636930804375885,0.015130884628277209,237.77341175079346,0.01550604167668943,0.0036572078478515095,0.001858642890588061,0.0055158507384395735,0.023022467173729643,0.0522330638157059
o11,9,2872,PartitionWise,0.003931814755224637,-0.0032797417373044537,-0.0009276192499662606,1.2324779033660889,-0.0023521224873381706,-0.0002748660794225255,-0.00035008465075584696,-0.0006249486163967338,-0.002256314713021984,0.0016755000422026523
o11,9,2872,TabPFN,0.02934250711582047,0.019097939086110828,0.010048706612476376,104.76921558380127,0.009049227974225204,0.00203692284184373,0.0012568929660876054,0.003293815807931341,0.023154377647573852,0.052496884763394314