groupsafe-cp-final / results /summary.csv
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[final] 2 files @ 2026-06-18T03:03:24.134888+00:00
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dataset,backbone,seed,alpha,method,coverage,worst_group_coverage,set_size,fnr,worst_group_fnr,abstain_rate,ece
diabetes_readmission,tabpfn,0,0.1,split_lac,0.9000078610172156,0.8782287822878229,1.0369467809134503,,,,
diabetes_readmission,tabpfn,0,0.1,split_raps,1.0,1.0,2.0,,,,
diabetes_readmission,tabpfn,0,0.1,mondrian,0.9015014542881848,0.8826135105204873,1.0477949846710164,,,,
diabetes_readmission,tabpfn,0,0.1,clustered,0.8996541152425124,0.8745387453874539,1.042292272620077,,,,
diabetes_readmission,tabpfn,0,0.1,crc,,,,0.0943994364212751,0.3333333333333333,,
diabetes_readmission,tabpfn,0,0.1,groupsafe,,,,0.09475167312433956,0.1510791366906475,0.0,0.015967678120840816
diabetes_readmission,tabpfn,0,0.1,groupsafe_tau0,,,,0.09404719971821064,0.1510791366906475,0.0,0.015967678120840816
diabetes_readmission,tabpfn,0,0.1,groupsafe_adaptive,,,,0.09404719971821064,0.1510791366906475,0.0,0.015967678120840816
diabetes_readmission,tabpfn,1,0.1,split_lac,0.8997720305007468,0.8662420382165605,1.0346670859209182,,,,
diabetes_readmission,tabpfn,1,0.1,split_raps,1.0,1.0,2.0,,,,
diabetes_readmission,tabpfn,1,0.1,mondrian,0.9011084034274035,0.8425925925925926,1.0462227812278908,,,,
diabetes_readmission,tabpfn,1,0.1,clustered,0.900400911877997,0.8333333333333334,1.0432748997720305,,,,
diabetes_readmission,tabpfn,1,0.1,crc,,,,0.1119718309859155,0.4,,
diabetes_readmission,tabpfn,1,0.1,groupsafe,,,,0.1056338028169014,0.2,0.0,0.017828097291247996
diabetes_readmission,tabpfn,1,0.1,groupsafe_tau0,,,,0.10633802816901408,0.26666666666666666,0.0,0.017828097291247996
diabetes_readmission,tabpfn,1,0.1,groupsafe_adaptive,,,,0.10633802816901408,0.26666666666666666,0.0,0.017828097291247996
diabetes_readmission,tabpfn,2,0.1,split_lac,0.898671488090559,0.8764044943820225,1.0338416791132772,,,,
diabetes_readmission,tabpfn,2,0.1,split_raps,1.0,1.0,2.0,,,,
diabetes_readmission,tabpfn,2,0.1,mondrian,0.9011084034274035,0.8487394957983193,1.048816916909048,,,,
diabetes_readmission,tabpfn,2,0.1,clustered,0.9007546576527002,0.8487394957983193,1.0468516626051412,,,,
diabetes_readmission,tabpfn,2,0.1,crc,,,,0.09017259598450159,0.5,,
diabetes_readmission,tabpfn,2,0.1,groupsafe,,,,0.0943994364212751,0.13240418118466898,0.0,0.017286737732575753
diabetes_readmission,tabpfn,2,0.1,groupsafe_tau0,,,,0.09334272631208172,0.13240418118466898,0.0,0.017286737732575753
diabetes_readmission,tabpfn,2,0.1,groupsafe_adaptive,,,,0.09334272631208172,0.13240418118466898,0.0,0.017286737732575753
diabetes_readmission,tabpfn,4,0.1,split_lac,0.9024447763540602,0.8691099476439791,1.043943086235359,,,,
diabetes_readmission,tabpfn,4,0.1,split_raps,1.0,1.0,2.0,,,,
diabetes_readmission,tabpfn,4,0.1,mondrian,0.9028378272148416,0.8586387434554974,1.0572675104158478,,,,
diabetes_readmission,tabpfn,4,0.1,clustered,0.9013442339438723,0.8534031413612565,1.0498388491470796,,,,
diabetes_readmission,tabpfn,4,0.1,crc,,,,0.09545614653046848,0.19230769230769232,,
diabetes_readmission,tabpfn,4,0.1,groupsafe,,,,0.09369496301514618,0.11538461538461539,0.0,0.01689226763839382
diabetes_readmission,tabpfn,4,0.1,groupsafe_tau0,,,,0.09193377949982388,0.11538461538461539,0.0,0.01689226763839382
diabetes_readmission,tabpfn,4,0.1,groupsafe_adaptive,,,,0.09193377949982388,0.11538461538461539,0.0,0.01689226763839382
diabetes_readmission,tabpfn,9,0.1,split_lac,0.8975316405942929,0.8798449612403101,1.0299504755915416,,,,
diabetes_readmission,tabpfn,9,0.1,split_raps,1.0,1.0,2.0,,,,
diabetes_readmission,tabpfn,9,0.1,mondrian,0.8980426067133087,0.8631578947368421,1.0447684930429997,,,,
diabetes_readmission,tabpfn,9,0.1,clustered,0.897570945680371,0.8532110091743119,1.0417026963289049,,,,
diabetes_readmission,tabpfn,9,0.1,crc,,,,0.09299048960901726,0.4,,
diabetes_readmission,tabpfn,9,0.1,groupsafe,,,,0.09122930609369496,0.15789473684210525,0.0,0.01956941373280205
diabetes_readmission,tabpfn,9,0.1,groupsafe_tau0,,,,0.09193377949982388,0.15789473684210525,0.0,0.01956941373280205
diabetes_readmission,tabpfn,9,0.1,groupsafe_adaptive,,,,0.09193377949982388,0.15789473684210525,0.0,0.01956941373280205
diabetes_readmission,torch_mlp,0,0.1,split_lac,0.895566386290386,0.8708487084870848,1.2797342976181119,,,,
diabetes_readmission,torch_mlp,0,0.1,split_raps,0.9934360506249509,0.9886363636363636,1.9644288970992847,,,,
diabetes_readmission,torch_mlp,0,0.1,mondrian,0.8968634541309646,0.863013698630137,1.2837041113120038,,,,
diabetes_readmission,torch_mlp,0,0.1,clustered,0.8963131829258706,0.863013698630137,1.2820139926106437,,,,
diabetes_readmission,torch_mlp,0,0.1,crc,,,,0.10848890454385347,0.21428571428571427,,
diabetes_readmission,torch_mlp,0,0.1,groupsafe,,,,0.10496653751320888,0.21428571428571427,0.0,0.125356939329815
diabetes_readmission,torch_mlp,0,0.1,groupsafe_tau0,,,,0.10426206410707996,0.17266187050359713,0.0,0.125356939329815
diabetes_readmission,torch_mlp,0,0.1,groupsafe_adaptive,,,,0.10426206410707996,0.17266187050359713,0.0,0.125356939329815
diabetes_readmission,torch_mlp,1,0.1,split_lac,0.9024840814401384,0.8630573248407644,1.29687131514818,,,,
diabetes_readmission,torch_mlp,1,0.1,split_raps,0.9939470167439667,0.9878048780487805,1.9640751513245813,,,,
diabetes_readmission,torch_mlp,1,0.1,mondrian,0.90181589497681,0.8299595141700404,1.2975788066975866,,,,
diabetes_readmission,torch_mlp,1,0.1,clustered,0.9014228441160286,0.8218623481781376,1.2963210439430863,,,,
diabetes_readmission,torch_mlp,1,0.1,crc,,,,0.11021126760563381,0.4,,
diabetes_readmission,torch_mlp,1,0.1,groupsafe,,,,0.10316901408450704,0.16666666666666666,0.0,0.12212018956928902
diabetes_readmission,torch_mlp,1,0.1,groupsafe_tau0,,,,0.1028169014084507,0.15454545454545454,0.0,0.12212018956928902
diabetes_readmission,torch_mlp,1,0.1,groupsafe_adaptive,,,,0.1028169014084507,0.15454545454545454,0.0,0.12212018956928902
diabetes_readmission,torch_mlp,2,0.1,split_lac,0.901226318685638,0.8860759493670886,1.2967140948038676,,,,
diabetes_readmission,torch_mlp,2,0.1,split_raps,0.9948117286376857,0.9929577464788732,1.9643895920132064,,,,
diabetes_readmission,torch_mlp,2,0.1,mondrian,0.9017765898907318,0.8599439775910365,1.3004480779812908,,,,
diabetes_readmission,torch_mlp,2,0.1,clustered,0.9008332678248565,0.8599439775910365,1.296556874459555,,,,
diabetes_readmission,torch_mlp,2,0.1,crc,,,,0.10496653751320888,0.25,,
diabetes_readmission,torch_mlp,2,0.1,groupsafe,,,,0.1074321944346601,0.14150943396226415,0.0,0.1291105858691692
diabetes_readmission,torch_mlp,2,0.1,groupsafe_tau0,,,,0.1074321944346601,0.14150943396226415,0.0,0.1291105858691692
diabetes_readmission,torch_mlp,2,0.1,groupsafe_adaptive,,,,0.1074321944346601,0.14150943396226415,0.0,0.1291105858691692
diabetes_readmission,torch_mlp,4,0.1,split_lac,0.9014228441160286,0.8795811518324608,1.2953384167911328,,,,
diabetes_readmission,torch_mlp,4,0.1,split_raps,0.9941042370882792,0.9790575916230366,1.961087964782643,,,,
diabetes_readmission,torch_mlp,4,0.1,mondrian,0.9033487933338574,0.8638743455497382,1.3000550271205094,,,,
diabetes_readmission,torch_mlp,4,0.1,clustered,0.9022089458375914,0.8167539267015707,1.297657416869743,,,,
diabetes_readmission,torch_mlp,4,0.1,crc,,,,0.10426206410707996,0.22580645161290322,,
diabetes_readmission,torch_mlp,4,0.1,groupsafe,,,,0.09827404015498414,0.15789473684210525,0.0,0.12290498445163534
diabetes_readmission,torch_mlp,4,0.1,groupsafe_tau0,,,,0.09686509334272632,0.15384615384615385,0.0,0.12290498445163534
diabetes_readmission,torch_mlp,4,0.1,groupsafe_adaptive,,,,0.09686509334272632,0.15384615384615385,0.0,0.12290498445163534
diabetes_readmission,torch_mlp,9,0.1,split_lac,0.8997720305007468,0.872093023255814,1.295141891360742,,,,
diabetes_readmission,torch_mlp,9,0.1,split_raps,0.9937897963996541,0.9862385321100917,1.9618347614181275,,,,
diabetes_readmission,torch_mlp,9,0.1,mondrian,0.8995755050703561,0.7684210526315789,1.2963210439430863,,,,
diabetes_readmission,torch_mlp,9,0.1,clustered,0.8993789796399654,0.7578947368421053,1.2938055184340853,,,,
diabetes_readmission,torch_mlp,9,0.1,crc,,,,0.09933075026417752,0.4,,
diabetes_readmission,torch_mlp,9,0.1,groupsafe,,,,0.10144417048256428,0.2,0.0,0.12471778800807821
diabetes_readmission,torch_mlp,9,0.1,groupsafe_tau0,,,,0.09933075026417752,0.15168539325842698,0.0,0.12471778800807821
diabetes_readmission,torch_mlp,9,0.1,groupsafe_adaptive,,,,0.09933075026417752,0.15168539325842698,0.0,0.12471778800807821
diabetes_readmission,xgboost,0,0.1,split_lac,0.9006367423944659,0.8859357696566998,1.037772187721091,,,,
diabetes_readmission,xgboost,0,0.1,split_raps,1.0,1.0,2.0,,,,
diabetes_readmission,xgboost,0,0.1,mondrian,0.9018945051489663,0.8859357696566998,1.051646883106674,,,,
diabetes_readmission,xgboost,0,0.1,clustered,0.901226318685638,0.8522727272727273,1.0511359169876582,,,,
diabetes_readmission,xgboost,0,0.1,crc,,,,0.09475167312433956,0.3333333333333333,,
diabetes_readmission,xgboost,0,0.1,groupsafe,,,,0.0891158858753082,0.2857142857142857,0.0,0.015218880547919412
diabetes_readmission,xgboost,0,0.1,groupsafe_tau0,,,,0.08946812257837267,0.2857142857142857,0.0,0.015218880547919412
diabetes_readmission,xgboost,0,0.1,groupsafe_adaptive,,,,0.08946812257837267,0.2857142857142857,0.0,0.015218880547919412
diabetes_readmission,xgboost,1,0.1,split_lac,0.9009118779970128,0.8694267515923567,1.0347063910069962,,,,
diabetes_readmission,xgboost,1,0.1,split_raps,1.0,1.0,2.0,,,,
diabetes_readmission,xgboost,1,0.1,mondrian,0.9013049288577942,0.8694267515923567,1.0435500353745775,,,,
diabetes_readmission,xgboost,1,0.1,clustered,0.9011084034274035,0.8598726114649682,1.0415454759845924,,,,
diabetes_readmission,xgboost,1,0.1,crc,,,,0.10070422535211268,0.4,,
diabetes_readmission,xgboost,1,0.1,groupsafe,,,,0.09788732394366197,0.17757009345794392,0.0,0.012936335866738561
diabetes_readmission,xgboost,1,0.1,groupsafe_tau0,,,,0.09753521126760563,0.17757009345794392,0.0,0.012936335866738561
diabetes_readmission,xgboost,1,0.1,groupsafe_adaptive,,,,0.09753521126760563,0.17757009345794392,0.0,0.012936335866738561
diabetes_readmission,xgboost,2,0.1,split_lac,0.9002043864476064,0.876750700280112,1.0345884757487618,,,,
diabetes_readmission,xgboost,2,0.1,split_raps,1.0,1.0,2.0,,,,
diabetes_readmission,xgboost,2,0.1,mondrian,0.9014228441160286,0.8487394957983193,1.0474805439823913,,,,
diabetes_readmission,xgboost,2,0.1,clustered,0.900990488169169,0.8515406162464986,1.0433535099441869,,,,
diabetes_readmission,xgboost,2,0.1,crc,,,,0.09933075026417752,0.5,,
diabetes_readmission,xgboost,2,0.1,groupsafe,,,,0.09580838323353294,0.14150943396226415,0.0,0.015409135746324262
diabetes_readmission,xgboost,2,0.1,groupsafe_tau0,,,,0.09545614653046848,0.14150943396226415,0.0,0.015409135746324262
diabetes_readmission,xgboost,2,0.1,groupsafe_adaptive,,,,0.09545614653046848,0.14150943396226415,0.0,0.015409135746324262
diabetes_readmission,xgboost,4,0.1,split_lac,0.9008725729109347,0.8638743455497382,1.0378901029793255,,,,
diabetes_readmission,xgboost,4,0.1,split_raps,1.0,1.0,2.0,,,,
diabetes_readmission,xgboost,4,0.1,mondrian,0.9018945051489663,0.8638743455497382,1.0518827136231428,,,,
diabetes_readmission,xgboost,4,0.1,clustered,0.9005974373083877,0.8481675392670157,1.04539737442025,,,,
diabetes_readmission,xgboost,4,0.1,crc,,,,0.10285311729482212,0.3333333333333333,,
diabetes_readmission,xgboost,4,0.1,groupsafe,,,,0.10250088059175766,0.12903225806451613,0.0,0.017576090155715395
diabetes_readmission,xgboost,4,0.1,groupsafe_tau0,,,,0.1021486438886932,0.12903225806451613,0.0,0.017576090155715395
diabetes_readmission,xgboost,4,0.1,groupsafe_adaptive,,,,0.1021486438886932,0.12903225806451613,0.0,0.017576090155715395
diabetes_readmission,xgboost,9,0.1,split_lac,0.8984749626601682,0.8798449612403101,1.0298325603333072,,,,
diabetes_readmission,xgboost,9,0.1,split_raps,1.0,1.0,2.0,,,,
diabetes_readmission,xgboost,9,0.1,mondrian,0.9010690983413253,0.8564356435643564,1.0479915101014072,,,,
diabetes_readmission,xgboost,9,0.1,clustered,0.8994968948981998,0.8316831683168316,1.0444540523543746,,,,
diabetes_readmission,xgboost,9,0.1,crc,,,,0.10285311729482212,0.4,,
diabetes_readmission,xgboost,9,0.1,groupsafe,,,,0.09933075026417752,0.21428571428571427,0.0,0.015951419015339675
diabetes_readmission,xgboost,9,0.1,groupsafe_tau0,,,,0.0986262768580486,0.21428571428571427,0.0,0.015951419015339675
diabetes_readmission,xgboost,9,0.1,groupsafe_adaptive,,,,0.0986262768580486,0.21428571428571427,0.0,0.015951419015339675
e1_synth,tabpfn,0,0.1,split_lac,0.8985,0.5833333333333334,1.156,,,,
e1_synth,tabpfn,0,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,tabpfn,0,0.1,mondrian,0.9055,0.8678815489749431,1.167,,,,
e1_synth,tabpfn,0,0.1,clustered,0.9055,0.8438818565400844,1.1655,,,,
e1_synth,tabpfn,0,0.1,crc,,,,0.09833585476550681,0.29411764705882354,,
e1_synth,tabpfn,0,0.1,groupsafe,,,,0.09682299546142209,0.22916666666666666,0.0,0.016567860603332523
e1_synth,tabpfn,0,0.1,groupsafe_tau0,,,,0.09531013615733737,0.22916666666666666,0.0,0.016567860603332523
e1_synth,tabpfn,0,0.1,groupsafe_adaptive,,,,0.09682299546142209,0.22916666666666666,0.0,0.016567860603332523
e1_synth,tabpfn,1,0.1,split_lac,0.8955,0.6521739130434783,1.1805,,,,
e1_synth,tabpfn,1,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,tabpfn,1,0.1,mondrian,0.8965,0.8666666666666667,1.1765,,,,
e1_synth,tabpfn,1,0.1,clustered,0.893,0.8524590163934426,1.167,,,,
e1_synth,tabpfn,1,0.1,crc,,,,0.13003095975232198,0.3684210526315789,,
e1_synth,tabpfn,1,0.1,groupsafe,,,,0.11609907120743033,0.1450381679389313,0.0,0.037016164720058455
e1_synth,tabpfn,1,0.1,groupsafe_tau0,,,,0.11145510835913312,0.1450381679389313,0.0,0.037016164720058455
e1_synth,tabpfn,1,0.1,groupsafe_adaptive,,,,0.11145510835913312,0.1450381679389313,0.0,0.037016164720058455
e1_synth,tabpfn,2,0.1,split_lac,0.905,0.6774193548387096,1.1725,,,,
e1_synth,tabpfn,2,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,tabpfn,2,0.1,mondrian,0.888,0.8064516129032258,1.1415,,,,
e1_synth,tabpfn,2,0.1,clustered,0.8905,0.8064516129032258,1.1405,,,,
e1_synth,tabpfn,2,0.1,crc,,,,0.08144796380090498,0.5625,,
e1_synth,tabpfn,2,0.1,groupsafe,,,,0.10407239819004525,0.375,0.0,0.017978351831436135
e1_synth,tabpfn,2,0.1,groupsafe_tau0,,,,0.10407239819004525,0.375,0.0,0.017978351831436135
e1_synth,tabpfn,2,0.1,groupsafe_adaptive,,,,0.10407239819004525,0.375,0.0,0.017978351831436135
e1_synth,tabpfn,3,0.1,split_lac,0.911,0.723404255319149,1.254,,,,
e1_synth,tabpfn,3,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,tabpfn,3,0.1,mondrian,0.906,0.8701657458563536,1.219,,,,
e1_synth,tabpfn,3,0.1,clustered,0.9005,0.8529411764705882,1.2045,,,,
e1_synth,tabpfn,3,0.1,crc,,,,0.0773109243697479,0.25,,
e1_synth,tabpfn,3,0.1,groupsafe,,,,0.08739495798319327,0.14018691588785046,0.0,0.025627988368272757
e1_synth,tabpfn,3,0.1,groupsafe_tau0,,,,0.08235294117647059,0.14018691588785046,0.0,0.025627988368272757
e1_synth,tabpfn,3,0.1,groupsafe_adaptive,,,,0.08235294117647059,0.14018691588785046,0.0,0.025627988368272757
e1_synth,tabpfn,4,0.1,split_lac,0.9055,0.5641025641025641,1.226,,,,
e1_synth,tabpfn,4,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,tabpfn,4,0.1,mondrian,0.9055,0.8602941176470589,1.2045,,,,
e1_synth,tabpfn,4,0.1,clustered,0.9015,0.8205128205128205,1.1955,,,,
e1_synth,tabpfn,4,0.1,crc,,,,0.09951060358890701,0.30303030303030304,,
e1_synth,tabpfn,4,0.1,groupsafe,,,,0.0799347471451876,0.17333333333333334,0.0,0.02037505310773851
e1_synth,tabpfn,4,0.1,groupsafe_tau0,,,,0.0799347471451876,0.18666666666666668,0.0,0.02037505310773851
e1_synth,tabpfn,4,0.1,groupsafe_adaptive,,,,0.0799347471451876,0.18666666666666668,0.0,0.02037505310773851
e1_synth,tabpfn,5,0.1,split_lac,0.9035,0.6666666666666666,1.1585,,,,
e1_synth,tabpfn,5,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,tabpfn,5,0.1,mondrian,0.8865,0.8526011560693642,1.124,,,,
e1_synth,tabpfn,5,0.1,clustered,0.8905,0.875,1.128,,,,
e1_synth,tabpfn,5,0.1,crc,,,,0.09174311926605505,0.3125,,
e1_synth,tabpfn,5,0.1,groupsafe,,,,0.11009174311926606,0.22727272727272727,0.0,0.014718973875045754
e1_synth,tabpfn,5,0.1,groupsafe_tau0,,,,0.11162079510703364,0.22727272727272727,0.0,0.014718973875045754
e1_synth,tabpfn,5,0.1,groupsafe_adaptive,,,,0.11162079510703364,0.22727272727272727,0.0,0.014718973875045754
e1_synth,tabpfn,6,0.1,split_lac,0.9045,0.7755102040816326,1.1985,,,,
e1_synth,tabpfn,6,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,tabpfn,6,0.1,mondrian,0.894,0.8533333333333334,1.1675,,,,
e1_synth,tabpfn,6,0.1,clustered,0.8965,0.8444444444444444,1.175,,,,
e1_synth,tabpfn,6,0.1,crc,,,,0.08923076923076922,0.2711864406779661,,
e1_synth,tabpfn,6,0.1,groupsafe,,,,0.10923076923076923,0.16,0.0,0.019712384134531028
e1_synth,tabpfn,6,0.1,groupsafe_tau0,,,,0.1076923076923077,0.16,0.0,0.019712384134531028
e1_synth,tabpfn,6,0.1,groupsafe_adaptive,,,,0.1076923076923077,0.16,0.0,0.019712384134531028
e1_synth,tabpfn,7,0.1,split_lac,0.897,0.56,1.122,,,,
e1_synth,tabpfn,7,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,tabpfn,7,0.1,mondrian,0.9125,0.9002123142250531,1.1435,,,,
e1_synth,tabpfn,7,0.1,clustered,0.9065,0.7714285714285715,1.1355,,,,
e1_synth,tabpfn,7,0.1,crc,,,,0.10751104565537556,0.5,,
e1_synth,tabpfn,7,0.1,groupsafe,,,,0.09131075110456553,0.14285714285714285,0.0,0.011400443047285085
e1_synth,tabpfn,7,0.1,groupsafe_tau0,,,,0.08689248895434462,0.14285714285714285,0.0,0.011400443047285085
e1_synth,tabpfn,7,0.1,groupsafe_adaptive,,,,0.08689248895434462,0.14285714285714285,0.0,0.011400443047285085
e1_synth,tabpfn,8,0.1,split_lac,0.91,0.6551724137931034,1.064,,,,
e1_synth,tabpfn,8,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,tabpfn,8,0.1,mondrian,0.907,0.8275862068965517,1.066,,,,
e1_synth,tabpfn,8,0.1,clustered,0.8995,0.8275862068965517,1.0505,,,,
e1_synth,tabpfn,8,0.1,crc,,,,0.08379888268156424,0.5294117647058824,,
e1_synth,tabpfn,8,0.1,groupsafe,,,,0.12150837988826815,0.29411764705882354,0.0,0.0176496021449566
e1_synth,tabpfn,8,0.1,groupsafe_tau0,,,,0.11731843575418995,0.29411764705882354,0.0,0.0176496021449566
e1_synth,tabpfn,8,0.1,groupsafe_adaptive,,,,0.11731843575418995,0.29411764705882354,0.0,0.0176496021449566
e1_synth,tabpfn,9,0.1,split_lac,0.899,0.6333333333333333,1.106,,,,
e1_synth,tabpfn,9,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,tabpfn,9,0.1,mondrian,0.91,0.8823529411764706,1.137,,,,
e1_synth,tabpfn,9,0.1,clustered,0.9055,0.8505747126436781,1.1255,,,,
e1_synth,tabpfn,9,0.1,crc,,,,0.11347517730496454,0.4,,
e1_synth,tabpfn,9,0.1,groupsafe,,,,0.11631205673758865,0.16363636363636364,0.0,0.015142975091934206
e1_synth,tabpfn,9,0.1,groupsafe_tau0,,,,0.11631205673758865,0.16363636363636364,0.0,0.015142975091934206
e1_synth,tabpfn,9,0.1,groupsafe_adaptive,,,,0.11631205673758865,0.16363636363636364,0.0,0.015142975091934206
e1_synth,torch_mlp,0,0.1,split_lac,0.9025,0.75,1.273,,,,
e1_synth,torch_mlp,0,0.1,split_raps,0.997,0.9931506849315068,1.9745,,,,
e1_synth,torch_mlp,0,0.1,mondrian,0.9085,0.8585858585858586,1.28,,,,
e1_synth,torch_mlp,0,0.1,clustered,0.9035,0.8181818181818182,1.2695,,,,
e1_synth,torch_mlp,0,0.1,crc,,,,0.10287443267776097,0.29411764705882354,,
e1_synth,torch_mlp,0,0.1,groupsafe,,,,0.10892586989409984,0.1875,0.0,0.07506807944178581
e1_synth,torch_mlp,0,0.1,groupsafe_tau0,,,,0.10287443267776097,0.1875,0.0,0.07506807944178581
e1_synth,torch_mlp,0,0.1,groupsafe_adaptive,,,,0.10287443267776097,0.1875,0.0,0.07506807944178581
e1_synth,torch_mlp,1,0.1,split_lac,0.893,0.7619047619047619,1.2705,,,,
e1_synth,torch_mlp,1,0.1,split_raps,0.995,0.96,1.9655,,,,
e1_synth,torch_mlp,1,0.1,mondrian,0.8955,0.819047619047619,1.276,,,,
e1_synth,torch_mlp,1,0.1,clustered,0.889,0.7523809523809524,1.2615,,,,
e1_synth,torch_mlp,1,0.1,crc,,,,0.11764705882352941,0.30303030303030304,,
e1_synth,torch_mlp,1,0.1,groupsafe,,,,0.0913312693498452,0.13636363636363635,0.0,0.09307797172665598
e1_synth,torch_mlp,1,0.1,groupsafe_tau0,,,,0.09287925696594428,0.15151515151515152,0.0,0.09307797172665598
e1_synth,torch_mlp,1,0.1,groupsafe_adaptive,,,,0.09287925696594428,0.15151515151515152,0.0,0.09307797172665598
e1_synth,torch_mlp,2,0.1,split_lac,0.906,0.8064516129032258,1.264,,,,
e1_synth,torch_mlp,2,0.1,split_raps,0.997,0.9927953890489913,1.9695,,,,
e1_synth,torch_mlp,2,0.1,mondrian,0.9015,0.8387096774193549,1.2675,,,,
e1_synth,torch_mlp,2,0.1,clustered,0.903,0.8709677419354839,1.263,,,,
e1_synth,torch_mlp,2,0.1,crc,,,,0.07993966817496229,0.375,,
e1_synth,torch_mlp,2,0.1,groupsafe,,,,0.10407239819004525,0.3125,0.0,0.07307635101675991
e1_synth,torch_mlp,2,0.1,groupsafe_tau0,,,,0.10558069381598793,0.3125,0.0,0.07307635101675991
e1_synth,torch_mlp,2,0.1,groupsafe_adaptive,,,,0.10558069381598793,0.3125,0.0,0.07307635101675991
e1_synth,torch_mlp,3,0.1,split_lac,0.9045,0.7857142857142857,1.403,,,,
e1_synth,torch_mlp,3,0.1,split_raps,0.9975,0.9893617021276596,1.9715,,,,
e1_synth,torch_mlp,3,0.1,mondrian,0.9095,0.8922651933701657,1.414,,,,
e1_synth,torch_mlp,3,0.1,clustered,0.9035,0.8927038626609443,1.4045,,,,
e1_synth,torch_mlp,3,0.1,crc,,,,0.06218487394957983,0.1875,,
e1_synth,torch_mlp,3,0.1,groupsafe,,,,0.07899159663865546,0.102803738317757,0.0,0.09630859950184825
e1_synth,torch_mlp,3,0.1,groupsafe_tau0,,,,0.07899159663865546,0.102803738317757,0.0,0.09630859950184825
e1_synth,torch_mlp,3,0.1,groupsafe_adaptive,,,,0.07899159663865546,0.102803738317757,0.0,0.09630859950184825
e1_synth,torch_mlp,4,0.1,split_lac,0.8965,0.7435897435897436,1.312,,,,
e1_synth,torch_mlp,4,0.1,split_raps,0.9955,0.9914529914529915,1.9645,,,,
e1_synth,torch_mlp,4,0.1,mondrian,0.8925,0.8308823529411765,1.306,,,,
e1_synth,torch_mlp,4,0.1,clustered,0.891,0.8308823529411765,1.301,,,,
e1_synth,torch_mlp,4,0.1,crc,,,,0.10114192495921696,0.23809523809523808,,
e1_synth,torch_mlp,4,0.1,groupsafe,,,,0.09461663947797716,0.13333333333333333,0.0,0.09850832957029342
e1_synth,torch_mlp,4,0.1,groupsafe_tau0,,,,0.09624796084828711,0.13333333333333333,0.0,0.09850832957029342
e1_synth,torch_mlp,4,0.1,groupsafe_adaptive,,,,0.09624796084828711,0.13333333333333333,0.0,0.09850832957029342
e1_synth,torch_mlp,5,0.1,split_lac,0.8945,0.7142857142857143,1.2125,,,,
e1_synth,torch_mlp,5,0.1,split_raps,0.9945,0.9444444444444444,1.9635,,,,
e1_synth,torch_mlp,5,0.1,mondrian,0.901,0.8472222222222222,1.223,,,,
e1_synth,torch_mlp,5,0.1,clustered,0.892,0.8472222222222222,1.2085,,,,
e1_synth,torch_mlp,5,0.1,crc,,,,0.08868501529051988,0.3181818181818182,,
e1_synth,torch_mlp,5,0.1,groupsafe,,,,0.08868501529051988,0.22727272727272727,0.0,0.08974323442578316
e1_synth,torch_mlp,5,0.1,groupsafe_tau0,,,,0.08409785932721713,0.13636363636363635,0.0,0.08974323442578316
e1_synth,torch_mlp,5,0.1,groupsafe_adaptive,,,,0.08409785932721713,0.13636363636363635,0.0,0.08974323442578316
e1_synth,torch_mlp,6,0.1,split_lac,0.913,0.8333333333333334,1.3025,,,,
e1_synth,torch_mlp,6,0.1,split_raps,0.9945,0.9473684210526315,1.9705,,,,
e1_synth,torch_mlp,6,0.1,mondrian,0.92,0.8755555555555555,1.331,,,,
e1_synth,torch_mlp,6,0.1,clustered,0.9135,0.8933333333333333,1.3155,,,,
e1_synth,torch_mlp,6,0.1,crc,,,,0.1,0.25,,
e1_synth,torch_mlp,6,0.1,groupsafe,,,,0.09230769230769231,0.1388888888888889,0.0,0.06381681099534034
e1_synth,torch_mlp,6,0.1,groupsafe_tau0,,,,0.08923076923076922,0.1388888888888889,0.0,0.06381681099534034
e1_synth,torch_mlp,6,0.1,groupsafe_adaptive,,,,0.08923076923076922,0.1388888888888889,0.0,0.06381681099534034
e1_synth,torch_mlp,7,0.1,split_lac,0.9025,0.68,1.211,,,,
e1_synth,torch_mlp,7,0.1,split_raps,0.994,0.9893842887473461,1.9645,,,,
e1_synth,torch_mlp,7,0.1,mondrian,0.9055,0.8747346072186837,1.2175,,,,
e1_synth,torch_mlp,7,0.1,clustered,0.903,0.8285714285714286,1.2085,,,,
e1_synth,torch_mlp,7,0.1,crc,,,,0.11487481590574374,0.4444444444444444,,
e1_synth,torch_mlp,7,0.1,groupsafe,,,,0.12665684830633284,0.2777777777777778,0.0,0.0679163951575756
e1_synth,torch_mlp,7,0.1,groupsafe_tau0,,,,0.12076583210603829,0.17391304347826086,0.0,0.0679163951575756
e1_synth,torch_mlp,7,0.1,groupsafe_adaptive,,,,0.12076583210603829,0.17391304347826086,0.0,0.0679163951575756
e1_synth,torch_mlp,8,0.1,split_lac,0.903,0.7241379310344828,1.109,,,,
e1_synth,torch_mlp,8,0.1,split_raps,0.997,0.9896640826873385,1.955,,,,
e1_synth,torch_mlp,8,0.1,mondrian,0.9055,0.8319672131147541,1.116,,,,
e1_synth,torch_mlp,8,0.1,clustered,0.9015,0.8319672131147541,1.1035,,,,
e1_synth,torch_mlp,8,0.1,crc,,,,0.1005586592178771,0.4117647058823529,,
e1_synth,torch_mlp,8,0.1,groupsafe,,,,0.10335195530726257,0.23529411764705882,0.0,0.06187135541439056
e1_synth,torch_mlp,8,0.1,groupsafe_tau0,,,,0.09916201117318436,0.1588785046728972,0.0,0.06187135541439056
e1_synth,torch_mlp,8,0.1,groupsafe_adaptive,,,,0.09916201117318436,0.1588785046728972,0.0,0.06187135541439056
e1_synth,torch_mlp,9,0.1,split_lac,0.9005,0.7333333333333333,1.19,,,,
e1_synth,torch_mlp,9,0.1,split_raps,0.997,0.9705882352941176,1.9655,,,,
e1_synth,torch_mlp,9,0.1,mondrian,0.9095,0.8735632183908046,1.2105,,,,
e1_synth,torch_mlp,9,0.1,clustered,0.9055,0.7647058823529411,1.203,,,,
e1_synth,torch_mlp,9,0.1,crc,,,,0.1148936170212766,0.4,,
e1_synth,torch_mlp,9,0.1,groupsafe,,,,0.12056737588652482,0.21739130434782608,0.0,0.0663059124648571
e1_synth,torch_mlp,9,0.1,groupsafe_tau0,,,,0.12056737588652482,0.21739130434782608,0.0,0.0663059124648571
e1_synth,torch_mlp,9,0.1,groupsafe_adaptive,,,,0.12056737588652482,0.21739130434782608,0.0,0.0663059124648571
e1_synth,xgboost,0,0.1,split_lac,0.8935,0.7083333333333334,1.2005,,,,
e1_synth,xgboost,0,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,xgboost,0,0.1,mondrian,0.902,0.8484848484848485,1.2065,,,,
e1_synth,xgboost,0,0.1,clustered,0.895,0.8585858585858586,1.184,,,,
e1_synth,xgboost,0,0.1,crc,,,,0.0907715582450832,0.23529411764705882,,
e1_synth,xgboost,0,0.1,groupsafe,,,,0.0907715582450832,0.1875,0.0,0.0831271409392357
e1_synth,xgboost,0,0.1,groupsafe_tau0,,,,0.08925869894099848,0.16666666666666666,0.0,0.0831271409392357
e1_synth,xgboost,0,0.1,groupsafe_adaptive,,,,0.08925869894099848,0.16666666666666666,0.0,0.0831271409392357
e1_synth,xgboost,1,0.1,split_lac,0.8885,0.6956521739130435,1.2275,,,,
e1_synth,xgboost,1,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,xgboost,1,0.1,mondrian,0.8875,0.8524590163934426,1.217,,,,
e1_synth,xgboost,1,0.1,clustered,0.8935,0.8360655737704918,1.2325,,,,
e1_synth,xgboost,1,0.1,crc,,,,0.10990712074303406,0.25757575757575757,,
e1_synth,xgboost,1,0.1,groupsafe,,,,0.10371517027863777,0.16037735849056603,0.0,0.10945244744420055
e1_synth,xgboost,1,0.1,groupsafe_tau0,,,,0.10061919504643962,0.16037735849056603,0.0,0.10945244744420055
e1_synth,xgboost,1,0.1,groupsafe_adaptive,,,,0.10061919504643962,0.16037735849056603,0.0,0.10945244744420055
e1_synth,xgboost,2,0.1,split_lac,0.907,0.7096774193548387,1.229,,,,
e1_synth,xgboost,2,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,xgboost,2,0.1,mondrian,0.9065,0.8746397694524496,1.2225,,,,
e1_synth,xgboost,2,0.1,clustered,0.9005,0.8064516129032258,1.2095,,,,
e1_synth,xgboost,2,0.1,crc,,,,0.08295625942684766,0.375,,
e1_synth,xgboost,2,0.1,groupsafe,,,,0.10105580693815988,0.21296296296296297,0.0,0.07294288465380666
e1_synth,xgboost,2,0.1,groupsafe_tau0,,,,0.10256410256410256,0.21296296296296297,0.0,0.07294288465380666
e1_synth,xgboost,2,0.1,groupsafe_adaptive,,,,0.10256410256410256,0.21296296296296297,0.0,0.07294288465380666
e1_synth,xgboost,3,0.1,split_lac,0.9105,0.6428571428571429,1.339,,,,
e1_synth,xgboost,3,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,xgboost,3,0.1,mondrian,0.9,0.8755364806866953,1.294,,,,
e1_synth,xgboost,3,0.1,clustered,0.8945,0.8480662983425414,1.2835,,,,
e1_synth,xgboost,3,0.1,crc,,,,0.058823529411764705,0.125,,
e1_synth,xgboost,3,0.1,groupsafe,,,,0.06554621848739496,0.125,0.0,0.0896874194443226
e1_synth,xgboost,3,0.1,groupsafe_tau0,,,,0.06386554621848739,0.09917355371900827,0.0,0.0896874194443226
e1_synth,xgboost,3,0.1,groupsafe_adaptive,,,,0.06386554621848739,0.09917355371900827,0.0,0.0896874194443226
e1_synth,xgboost,4,0.1,split_lac,0.9025,0.5641025641025641,1.287,,,,
e1_synth,xgboost,4,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,xgboost,4,0.1,mondrian,0.906,0.8461538461538461,1.2825,,,,
e1_synth,xgboost,4,0.1,clustered,0.902,0.8382352941176471,1.2755,,,,
e1_synth,xgboost,4,0.1,crc,,,,0.11419249592169657,0.3333333333333333,,
e1_synth,xgboost,4,0.1,groupsafe,,,,0.09624796084828711,0.17333333333333334,0.0,0.10128729110956192
e1_synth,xgboost,4,0.1,groupsafe_tau0,,,,0.0929853181076672,0.17333333333333334,0.0,0.10128729110956192
e1_synth,xgboost,4,0.1,groupsafe_adaptive,,,,0.0929853181076672,0.17333333333333334,0.0,0.10128729110956192
e1_synth,xgboost,5,0.1,split_lac,0.9,0.6111111111111112,1.211,,,,
e1_synth,xgboost,5,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,xgboost,5,0.1,mondrian,0.8955,0.8684971098265896,1.1965,,,,
e1_synth,xgboost,5,0.1,clustered,0.893,0.8611111111111112,1.1875,,,,
e1_synth,xgboost,5,0.1,crc,,,,0.09174311926605505,0.2727272727272727,,
e1_synth,xgboost,5,0.1,groupsafe,,,,0.09938837920489296,0.18,0.0,0.08252492979168896
e1_synth,xgboost,5,0.1,groupsafe_tau0,,,,0.09785932721712538,0.18,0.0,0.08252492979168896
e1_synth,xgboost,5,0.1,groupsafe_adaptive,,,,0.09785932721712538,0.18,0.0,0.08252492979168896
e1_synth,xgboost,6,0.1,split_lac,0.899,0.7551020408163265,1.237,,,,
e1_synth,xgboost,6,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,xgboost,6,0.1,mondrian,0.8995,0.8622222222222222,1.231,,,,
e1_synth,xgboost,6,0.1,clustered,0.899,0.8577777777777778,1.2275,,,,
e1_synth,xgboost,6,0.1,crc,,,,0.1,0.23728813559322035,,
e1_synth,xgboost,6,0.1,groupsafe,,,,0.10461538461538461,0.14814814814814814,0.0,0.0820715021789074
e1_synth,xgboost,6,0.1,groupsafe_tau0,,,,0.10153846153846154,0.1388888888888889,0.0,0.0820715021789074
e1_synth,xgboost,6,0.1,groupsafe_adaptive,,,,0.10153846153846154,0.1388888888888889,0.0,0.0820715021789074
e1_synth,xgboost,7,0.1,split_lac,0.898,0.64,1.172,,,,
e1_synth,xgboost,7,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,xgboost,7,0.1,mondrian,0.902,0.8,1.176,,,,
e1_synth,xgboost,7,0.1,clustered,0.9065,0.8,1.178,,,,
e1_synth,xgboost,7,0.1,crc,,,,0.09720176730486009,0.5,,
e1_synth,xgboost,7,0.1,groupsafe,,,,0.101620029455081,0.2777777777777778,0.0,0.08096315902471542
e1_synth,xgboost,7,0.1,groupsafe_tau0,,,,0.101620029455081,0.2777777777777778,0.0,0.08096315902471542
e1_synth,xgboost,7,0.1,groupsafe_adaptive,,,,0.101620029455081,0.2777777777777778,0.0,0.08096315902471542
e1_synth,xgboost,8,0.1,split_lac,0.911,0.7241379310344828,1.1065,,,,
e1_synth,xgboost,8,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,xgboost,8,0.1,mondrian,0.9015,0.8401639344262295,1.1045,,,,
e1_synth,xgboost,8,0.1,clustered,0.901,0.8401639344262295,1.099,,,,
e1_synth,xgboost,8,0.1,crc,,,,0.09636871508379888,0.4117647058823529,,
e1_synth,xgboost,8,0.1,groupsafe,,,,0.10335195530726257,0.23529411764705882,0.0,0.05403480952978137
e1_synth,xgboost,8,0.1,groupsafe_tau0,,,,0.10195530726256984,0.205607476635514,0.0,0.05403480952978137
e1_synth,xgboost,8,0.1,groupsafe_adaptive,,,,0.10195530726256984,0.205607476635514,0.0,0.05403480952978137
e1_synth,xgboost,9,0.1,split_lac,0.9145,0.7333333333333333,1.211,,,,
e1_synth,xgboost,9,0.1,split_raps,1.0,1.0,2.0,,,,
e1_synth,xgboost,9,0.1,mondrian,0.916,0.8505747126436781,1.2125,,,,
e1_synth,xgboost,9,0.1,clustered,0.9135,0.7931034482758621,1.2035,,,,
e1_synth,xgboost,9,0.1,crc,,,,0.09787234042553192,0.32608695652173914,,
e1_synth,xgboost,9,0.1,groupsafe,,,,0.10638297872340426,0.18518518518518517,0.0,0.07010613533854484
e1_synth,xgboost,9,0.1,groupsafe_tau0,,,,0.10638297872340426,0.18518518518518517,0.0,0.07010613533854484
e1_synth,xgboost,9,0.1,groupsafe_adaptive,,,,0.10638297872340426,0.18518518518518517,0.0,0.07010613533854484