Upload 10 files
Browse files- 03_2024_tt_hard_main_plotting_data/main_plotting_data.csv +31 -0
- 03_2024_tt_hard_main_plotting_data/main_plotting_data_AUC__test.csv +30 -0
- 03_2024_tt_hard_main_plotting_data/main_plotting_data_Accuracy__test.csv +30 -0
- 03_2024_tt_hard_main_plotting_data/main_plotting_data_F1__test.csv +30 -0
- 03_2024_tt_hard_main_plotting_data/main_plotting_data_Log Loss__test.csv +30 -0
- 03_2024_tt_hard_main_plotting_data/main_plotting_data_TACE__test.csv +30 -0
- 03_2024_tt_hard_main_plotting_data/main_plotting_data__runtime.csv +30 -0
- 05_2024_tabzilla_main_plotting_data/core_results_top_algs_acc_only.csv +676 -0
- 05_2024_tabzilla_main_plotting_data/main_table_results_newlogic_05_16_2024.csv +0 -0
- 05_2024_tabzilla_main_plotting_data/tt-rebuttal-all-algos-old-md-05_16_2024.csv +0 -0
03_2024_tt_hard_main_plotting_data/main_plotting_data.csv
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,dataset_name,CatBoost_Acc_Test,TabPFNS3000_Acc_Test,Classes,Features,Samples,Delta,PT-PFN_Acc_Test,TabPFNs3000_Acc_Test,_ft_Acc_Test,_pt100_Acc_Test,_pt100-pca_Acc_Test,_pt100-prop_Acc_Test,_pt100-rand_Acc_Test,_pt100-uniform_bptt_128_Acc_Test,_pt1000_Acc_Test,_pt1000-10ens-randinit-avg-top2_Acc_Test,_pt1000-10ens-randinit-avg-top2-unif_bptt_128_Acc_Test,_pt1000-uniform_bptt_128_Acc_Test,_zs-32_Acc_Test,_zs-ica-32_ica_Acc_Test,_zs-isomap-32_isomap_Acc_Test,_zs-mutual_information-32_mutual_information_Acc_Test,_zs-pca_white-32_pca_white_Acc_Test,_zs-random-32_random_Acc_Test,_zs-random-32_rdq_3000_random_Acc_Test,_zs-sparse_random_projection-32_sparse_random_projection_Acc_Test,_zs-ica-32_rdq_3000_ica_Acc_Test,_zs-isomap-32_rdq_3000_isomap_Acc_Test,_zs-mutual_information-32_rdq_3000_mutual_information_Acc_Test,_zs-pca_white-32_rdq_3000_pca_white_Acc_Test,_zs-sparse_random_projection-32_rdq_3000_sparse_random_projection_Acc_Test,_pt1000-10ens-randinit-avg-top1-unif-stopearly-mutinf_bptt_128_Acc_Test,_zs-random-32_bptt_128_random_Acc_Test,_pt1000-10ens-randinit-avg-top1-unif-stopearly_bptt_128_Acc_Test,_pt1000-10ens-randinit-avg-top2-unif-stopearly_bptt_128_Acc_Test,_pt10-5ens-randinit-avg-top1-highlr-longep_Acc_Test
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03_2024_tt_hard_main_plotting_data/main_plotting_data_AUC__test.csv
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,time__train_x,time__val_x,time__test_x,dataset_name,CatBoost_Accuracy__test,CatBoost_AUC__test,CatBoost_F1__test,CatBoost_Log Loss__test,CatBoost__runtime,time__train_y,time__val_y,time__test_y,TabPFNs3000_Accuracy__test,TabPFNs3000_AUC__test,TabPFNs3000_F1__test,Log Loss__test,TabPFNs3000__runtime,Classes,Features,Samples,Delta,CatBoost__runtime_cumul,TabPFNs3000__runtime_cumul,_ft_AUC__test,_pt100_AUC__test,_pt100-pca_AUC__test,_pt100-prop_AUC__test,_pt100-rand_AUC__test,_pt100-uniform_bptt_128_AUC__test,_pt1000_AUC__test,_pt1000-10ens-randinit-avg-top2_AUC__test,_pt1000-10ens-randinit-avg-top2-unif_bptt_128_AUC__test,_pt1000-uniform_bptt_128_AUC__test,_zs-32_AUC__test,_zs-ica-32_ica_AUC__test,_zs-isomap-32_isomap_AUC__test,_zs-mutual_information-32_mutual_information_AUC__test,_zs-pca_white-32_pca_white_AUC__test,_zs-random-32_random_AUC__test,_zs-random-32_rdq_3000_random_AUC__test,_zs-sparse_random_projection-32_sparse_random_projection_AUC__test,_zs-ica-32_rdq_3000_ica_AUC__test,_zs-isomap-32_rdq_3000_isomap_AUC__test,_zs-mutual_information-32_rdq_3000_mutual_information_AUC__test,_zs-pca_white-32_rdq_3000_pca_white_AUC__test,_zs-sparse_random_projection-32_rdq_3000_sparse_random_projection_AUC__test,_pt1000-10ens-randinit-avg-top1-unif-stopearly-mutinf_bptt_128_AUC__test,_zs-random-32_bptt_128_random_AUC__test,_pt1000-10ens-randinit-avg-top1-unif-stopearly_bptt_128_AUC__test,_pt1000-10ens-randinit-avg-top2-unif-stopearly_bptt_128_AUC__test,_pt10-5ens-randinit-avg-top1-highlr-longep_AUC__test,TuneTables_AUC__test
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| 3 |
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| 4 |
+
2,1.5888877130000765,0.0934003419999953,0.0894851520001793,openml__BNG(vote)__212,0.975,0.9965480960796268,0.975358559658224,0.0690769146346344,1.7717732070002512,0.0181596289666666,32.898036691,32.942841675,0.968,0.994735757,0.967958499,0.089439914,65.85903799496666,2,16,131072,0.007,42.33509391500075,1975.771139849,0.993,0.996,0.0,0.0,0.0,0.996,0.996,0.0,0.0,0.996,0.993,0.993,0.993,0.993,0.993,0.993,0.994,0.993,0.994,0.994,0.994,0.994,0.994,0.0,0.0,0.0,0.0,0.0,0.0
|
| 5 |
+
3,7.746180762999984,0.024661285,0.039857836,openml__Bioresponse__9910,0.803,0.8785657007692176,0.8026666668333333,0.4413562428209103,7.810699883999984,15.97173061,2.510121327,2.535230565,0.819,0.885324779,0.818666667,0.426594963,21.017082502,2,1776,3751,-0.0159999999999999,112.8807289969997,637.6825195179999,0.818,0.824,0.0,0.0,0.0,0.818,0.812,0.0,0.0,0.82,0.523,0.831,0.74,0.857,0.835,0.523,0.523,0.824,0.843,0.778,0.867,0.851,0.842,0.0,0.0,0.0,0.0,0.0,0.871
|
| 6 |
+
4,3.756384093333357,0.2087500393336085,0.1790102806668679,openml__Click_prediction_small__7294,0.842,0.7411903247483873,0.8420754877566449,0.3931113538083483,4.144144413333834,0.00419184864,205.15669212,205.23646846,0.834,0.660424981,0.834190276,0.438609122,410.39735242864,2,11,1997410,0.008,84.52601750300504,10420.932464965,0.595,0.658,0.0,0.0,0.0,0.668,0.667,0.0,0.0,0.674,0.656,0.656,0.656,0.656,0.656,0.656,0.664,0.656,0.664,0.664,0.664,0.664,0.664,0.0,0.0,0.0,0.0,0.0,0.0
|
| 7 |
+
5,7.002171533999899,0.1658183260000214,0.1667769039999029,openml__airlines__189354,0.664,0.715663080898347,0.6638424887372772,0.6102318729770216,7.334766763999823,0.107881647,46.35491462,46.32232302,0.602,0.627776793,0.601505432,0.662776883,92.785119287,2,7,539383,0.062,154.94846123799965,2601.905862934,0.622,0.663,0.0,0.0,0.0,0.697,0.685,0.0,0.0,0.687,0.613,0.613,0.613,0.613,0.613,0.613,0.62,0.613,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 8 |
+
6,32.9199185,1.065179694,1.028028079,openml__albert__189356,0.702,0.772683423,0.701650832,0.570533593,35.013126273000005,0.290836405,61.83054206,61.85995655,0.637,0.686704832,0.637146082,0.642012404,123.981335015,2,78,425240,0.0649999999999999,1077.832535778998,2363.26732168,0.64,0.696,0.0,0.0,0.0,0.704,0.691,0.0,0.0,0.703,0.679,0.679,0.679,0.679,0.679,0.679,0.691,0.679,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 9 |
+
7,2.0969730230000003,0.004232093,0.0037586944999999,openml__balance-scale__11,0.871,0.9269704435,0.8766434679999999,0.315155614,2.1049638105000006,0.0034269484611111,0.4837116587,0.4804506585166667,0.984,0.9986590038333332,0.9841059798333334,0.0376524361666666,0.9675892656777778,3,4,625,-0.1129999999999999,52.77163177800003,28.858380775,0.992,0.985,0.0,0.0,0.0,0.975,0.99,0.984,0.971,0.987,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.98,0.0,0.0,0.0,0.0,1.0
|
| 10 |
+
8,0.5243480059999968,0.0024975609999984,0.001858184999989,openml__blood-transfusion-service-center__10101,0.76,0.6837231968810916,0.76,0.529753857894844,0.5287037519999842,0.0027001020666666,0.4111778751166666,0.40855609365,0.8,0.7422027290000001,0.8,0.483310191,0.8224340708333333,2,4,748,-0.04,24.005330601000004,24.85534249,0.774,0.636,0.0,0.0,0.0,0.711,0.749,0.0,0.0,0.753,0.775,0.775,0.775,0.775,0.775,0.775,0.775,0.775,0.775,0.775,0.775,0.775,0.775,0.0,0.0,0.0,0.0,0.0,0.774
|
| 11 |
+
9,0.683357049,0.002083907,0.003628377,openml__breast-cancer__145799,0.724,0.572222222,0.724137931,0.623271668,0.6890693330000001,0.0036480464,0.4910725950333333,0.4890001832666666,0.724,0.683333333,0.724137931,0.607275837,0.9837208247,2,9,286,0.0,36.98268649699998,28.809067924,0.586,0.651,0.0,0.0,0.0,0.653,0.63,0.0,0.0,0.499,0.722,0.722,0.722,0.722,0.722,0.722,0.722,0.722,0.722,0.722,0.722,0.722,0.722,0.679,0.0,0.0,0.0,0.0,0.724
|
| 12 |
+
10,7.534317677,0.122488907,0.088211616,openml__christine__168908,0.747,0.805789682,0.747232472,0.53843966,7.7450182,17.26202825,2.645428466,2.649614014,0.718,0.803461282,0.717712177,0.54356054,22.55707073,2,1636,5418,0.029,331.16304046499994,665.780805546,0.754,0.776,0.0,0.0,0.0,0.819,0.764,0.0,0.0,0.795,0.65,0.761,0.719,0.803,0.766,0.65,0.646,0.735,0.788,0.747,0.821,0.791,0.751,0.0,0.0,0.0,0.0,0.0,0.827
|
| 13 |
+
11,0.7101826414666675,0.0030368920666662,0.0019932594666681,openml__climate-model-simulation-crashes__146819,0.931,0.9199591836734694,0.9308641975308642,0.1817228586090829,0.715212793000002,0.0031530145666666,0.9628938471333334,0.9609364159,0.963,0.995918367,0.962962963,0.095938911,1.9269832776,2,18,540,-0.0319999999999999,24.90149524999991,58.653850509,0.923,0.82,0.0,0.0,0.0,0.942,0.863,0.0,0.0,0.86,0.908,0.908,0.908,0.908,0.908,0.908,0.908,0.908,0.908,0.908,0.908,0.908,0.908,0.0,0.0,0.0,0.0,0.0,0.912
|
| 14 |
+
12,1.767557970499976,0.0041701067500045,0.0038837207499921,openml__cmc__23,0.541,0.7240648784766432,0.5394617101471331,0.9050649778636488,1.7756117979999728,0.0076830162,1.4816383416666667,1.517026279466667,0.612,0.801546795,0.6106029969999999,0.814499658,3.006347637333333,3,9,1473,-0.0709999999999999,78.0940242059999,90.992666256,0.721,0.714,0.0,0.0,0.0,0.704,0.726,0.474,0.468,0.715,0.725,0.725,0.725,0.725,0.725,0.725,0.725,0.725,0.725,0.725,0.725,0.725,0.725,0.722,0.0,0.722,0.709,0.0,0.731
|
| 15 |
+
13,3.116649851,0.0079430004,0.0087920426,openml__colic__27,0.88,0.9136566332,0.8800300302,0.3279212808,3.133384894,0.00626450725,1.039176798725,0.2950731888666666,0.878,0.9257246375,0.8783783785,0.3394817115,1.3405144948416667,2,22,368,0.002,218.03472810699975,39.318811862,0.919,0.913,0.0,0.0,0.0,0.896,0.918,0.0,0.0,0.916,0.932,0.932,0.932,0.932,0.932,0.932,0.932,0.932,0.932,0.932,0.932,0.932,0.932,0.912,0.0,0.0,0.0,0.0,0.93
|
| 16 |
+
14,16.10980553899992,0.1664539639999702,0.0753670149999834,openml__connect-4__146195,0.821,0.8714282929352183,0.7935125192418586,0.4735943453577545,16.351626517999875,0.078215876,11.57486992,11.56509022,0.674,0.63279599,0.561726899,0.798451332,23.218176016,3,42,67557,0.1469999999999999,203.91656724100008,696.1219075710001,0.416,0.564,0.0,0.0,0.0,0.901,0.898,0.0,0.0,0.892,0.639,0.639,0.639,0.639,0.639,0.639,0.671,0.639,0.671,0.671,0.671,0.671,0.671,0.0,0.0,0.0,0.0,0.0,0.0
|
| 17 |
+
15,2.2007190675,0.0068596795,0.006668592,openml__cylinder-bands__14954,0.787,0.875876578,0.7870370369999999,0.4432832614999999,2.2142473390000004,0.0086395307333333,1.2392787959,0.1384382922833333,0.796,0.8779803645,0.7962962965,0.426671806,1.3863566189166667,2,37,540,-0.009,93.96384226299988,40.877431747,0.933,0.923,0.0,0.0,0.0,0.864,0.929,0.911,0.0,0.888,0.938,0.938,0.938,0.938,0.938,0.938,0.938,0.938,0.938,0.938,0.938,0.938,0.938,0.0,0.0,0.0,0.0,0.0,0.936
|
| 18 |
+
16,12.705649266000364,0.0253858694999999,0.0240511625,openml__dilbert__168909,0.962,0.9980737767306512,0.9620142602004532,0.1891437944932896,12.755086298000364,20.24626359,2.63832077,2.643935549,0.926,0.994870308,0.926028549,0.207929398,25.528519909000003,5,2000,10000,0.0359999999999999,808.7302073720009,761.177292713,0.972,0.998,0.654,0.655,0.394,0.999,0.99,0.0,0.0,0.995,0.444,0.976,0.981,0.977,0.977,0.444,0.415,0.975,0.986,0.988,0.99,0.985,0.987,0.0,0.0,0.0,0.0,0.0,0.0
|
| 19 |
+
17,1.0613462890000278,0.002148983,0.001866037,openml__dresses-sales__125920,0.54,0.5336617407791462,0.54,0.7372118008245981,1.065361309000028,0.0047379718999999,0.6776733982333333,0.6741126546333334,0.6,0.518883415,0.6,0.680896459,1.3565240247666668,2,12,500,-0.0599999999999999,40.14926567900007,40.88002789,0.474,0.535,0.0,0.0,0.0,0.611,0.476,0.0,0.0,0.41,0.575,0.575,0.575,0.575,0.575,0.575,0.575,0.575,0.575,0.575,0.575,0.575,0.575,0.0,0.0,0.0,0.0,0.0,0.571
|
| 20 |
+
18,1.2137729179999042,0.0040946059999669,0.0018661049999764,openml__ecoli__145977,0.939,0.9864166666666668,0.940891675374434,0.473745157887242,1.2197336289998475,0.0031570047,0.5202862838666666,0.5174876858666667,0.727,0.933968254,0.722274469,0.808689146,1.0409309744333335,8,7,336,0.2119999999999999,73.0581343779998,30.157485255,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.934
|
| 21 |
+
19,0.7855818209999939,0.0096529170000394,0.0094471759999805,openml__eeg-eye-state__14951,0.892,0.9592269111034244,0.8918558077436582,0.2909743833609272,0.8046819140000138,0.009589148,2.88132878,2.885320427,0.937,0.985335236,0.9372496665,0.1639740025,5.776238355,2,14,14980,-0.045,27.7347285350001,177.537890798,0.606,0.653,0.0,0.0,0.0,0.673,0.743,0.0,0.0,0.704,0.974,0.974,0.974,0.974,0.974,0.974,0.985,0.974,0.985,0.985,0.985,0.985,0.985,0.0,0.0,0.0,0.0,0.0,0.0
|
| 22 |
+
20,2.5907953109999937,0.0022141070000145,0.0031435010000109,openml__elevators__3711,0.892,0.9422155602121648,0.891566265060241,0.2676982953037469,2.596152919000019,0.011595818,3.048263756,3.024166882,0.895,0.954868281,0.895180723,0.235062224,6.084026456,2,18,16599,-0.003,175.79024307999993,186.239942431,0.938,0.942,0.0,0.0,0.0,0.945,0.943,0.0,0.0,0.942,0.934,0.934,0.934,0.934,0.934,0.934,0.942,0.934,0.942,0.942,0.942,0.942,0.942,0.0,0.0,0.0,0.0,0.0,0.311
|
| 23 |
+
21,3.637687279,0.010283656,0.010784698,openml__har__14970,0.978,0.999670225,0.977649721,0.061473148,3.658755633,6.869466946,2.66944197,2.666020572,0.962,0.998168057,0.962103683,0.103501674,12.204929488,6,561,10299,0.016,302.2015474079996,370.311629352,0.996,0.998,0.0,0.0,0.0,0.999,0.999,0.0,0.0,0.999,0.693,0.997,0.993,0.995,0.996,0.693,0.668,0.996,0.998,0.994,0.996,0.997,0.998,0.0,0.0,0.0,0.0,0.0,0.0
|
| 24 |
+
22,0.5060319539999997,0.0009211037999944,0.0007649834000064,openml__heart-c__48,0.839,0.9016806722689076,0.8387096774193548,0.3848725473147411,0.5077180412000005,0.0070161615,0.7472180953333333,0.5735516052333334,0.839,0.945378151,0.838709677,0.305099716,1.3277858620666665,2,13,303,0.0,20.763378017000058,39.833575862,0.968,0.958,0.0,0.0,0.0,0.912,0.94,0.934,0.945,0.922,0.965,0.965,0.965,0.965,0.965,0.965,0.965,0.965,0.965,0.965,0.965,0.965,0.965,0.951,0.0,0.0,0.0,0.0,0.965
|
| 25 |
+
23,1.646659345,0.008067571,0.010838793,openml__higgs__146606,0.714,0.789788004,0.714227435,0.550702851,1.665565709,0.029005587,15.54555114,15.54479229,0.665,0.718481195,0.664558899,0.616013883,31.119349017,2,28,98050,0.0489999999999999,80.32815223099976,931.453607834,0.683,0.751,0.0,0.0,0.0,0.781,0.774,0.0,0.0,0.771,0.679,0.679,0.679,0.679,0.679,0.679,0.716,0.679,0.716,0.716,0.716,0.716,0.716,0.0,0.0,0.0,0.0,0.745,0.0
|
| 26 |
+
24,1.4284999560000031,0.0019136319999972,0.0013436509999991,openml__kc1__3917,0.848,0.7827715355805244,0.8483412322274881,0.3705616047255672,1.4317572389999995,0.0039983374333333,2.802545583633333,2.804047886766667,0.848,0.8334497209999999,0.848341232,0.343851776,5.610591807833334,2,21,2109,0.0,48.68953584500001,168.444710009,0.777,0.765,0.0,0.0,0.0,0.811,0.781,0.0,0.0,0.796,0.816,0.816,0.816,0.816,0.816,0.816,0.816,0.816,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.832
|
| 27 |
+
25,11.80475593,0.565833611,0.627260543,openml__poker-hand__9890,0.946,0.904151165,0.940036058,0.294163927,12.997850084,0.204482389,99.70247543,100.0869051,0.538,0.526817707,0.460420564,0.97826943,199.993862919,10,10,1025009,0.4079999999999999,5331.2158255689965,2422.621081536,0.398,0.621,0.0,0.0,0.0,0.658,0.662,0.0,0.0,0.665,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 28 |
+
26,22.8978285,0.044061628,0.041596603,openml__riccardo__168338,0.995,0.999322667,0.9945,0.067689156,22.983486731,41.65315646,2.850443753,2.859815671,0.955,0.994027333,0.9545,0.236307706,47.363415884,2,4296,20000,0.04,692.077559765,1395.120138703,0.921,0.99,0.0,0.0,0.0,0.995,0.996,0.0,0.0,0.996,0.491,0.899,0.953,0.899,0.913,0.491,0.494,0.888,0.98,0.982,0.979,0.984,0.973,0.0,0.0,0.0,0.0,0.0,0.0
|
| 29 |
+
27,21.52100564,0.064050898,0.064181641,openml__robert__168332,0.455,0.863807251,0.45238274,1.550217812,21.649238179,82.24773821,2.572721582,2.570836216,0.246,0.732318267,0.219929961,2.035676521,87.391296008,10,7200,10000,0.209,598.6642134619999,963.968665696,0.78,0.803,0.0,0.0,0.0,0.825,0.806,0.0,0.0,0.806,0.562,0.79,0.726,0.705,0.79,0.562,0.562,0.759,0.816,0.744,0.712,0.815,0.782,0.0,0.0,0.0,0.0,0.0,0.0
|
| 30 |
+
28,34.98679879200006,0.1007127519999357,0.0917363049999266,openml__volkert__168331,0.67,0.9236484636544132,0.6598869395543814,0.9568509029322412,35.17924784899992,3.614878545,5.87164821,5.867251964,0.569,0.861786603,0.511191627,1.237311835,15.353778719,10,180,58310,0.101,229.9278665180002,458.74335163,0.531,0.904,0.0,0.0,0.0,0.927,0.921,0.0,0.0,0.919,0.46,0.835,0.0,0.849,0.838,0.46,0.447,0.852,0.864,0.0,0.87,0.866,0.879,0.0,0.0,0.0,0.0,0.0,0.0
|
03_2024_tt_hard_main_plotting_data/main_plotting_data_Accuracy__test.csv
ADDED
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| 1 |
+
,time__train_x,time__val_x,time__test_x,dataset_name,CatBoost_Accuracy__test,CatBoost_AUC__test,CatBoost_F1__test,CatBoost_Log Loss__test,CatBoost__runtime,time__train_y,time__val_y,time__test_y,TabPFNs3000_Accuracy__test,TabPFNs3000_AUC__test,TabPFNs3000_F1__test,Log Loss__test,TabPFNs3000__runtime,Classes,Features,Samples,Delta,CatBoost__runtime_cumul,TabPFNs3000__runtime_cumul,_ft_Accuracy__test,_pt100_Accuracy__test,_pt100-pca_Accuracy__test,_pt100-prop_Accuracy__test,_pt100-rand_Accuracy__test,_pt100-uniform_bptt_128_Accuracy__test,_pt1000_Accuracy__test,_pt1000-10ens-randinit-avg-top2_Accuracy__test,_pt1000-10ens-randinit-avg-top2-unif_bptt_128_Accuracy__test,_pt1000-uniform_bptt_128_Accuracy__test,_zs-32_Accuracy__test,_zs-ica-32_ica_Accuracy__test,_zs-isomap-32_isomap_Accuracy__test,_zs-mutual_information-32_mutual_information_Accuracy__test,_zs-pca_white-32_pca_white_Accuracy__test,_zs-random-32_random_Accuracy__test,_zs-random-32_rdq_3000_random_Accuracy__test,_zs-sparse_random_projection-32_sparse_random_projection_Accuracy__test,_zs-ica-32_rdq_3000_ica_Accuracy__test,_zs-isomap-32_rdq_3000_isomap_Accuracy__test,_zs-mutual_information-32_rdq_3000_mutual_information_Accuracy__test,_zs-pca_white-32_rdq_3000_pca_white_Accuracy__test,_zs-sparse_random_projection-32_rdq_3000_sparse_random_projection_Accuracy__test,_pt1000-10ens-randinit-avg-top1-unif-stopearly-mutinf_bptt_128_Accuracy__test,_zs-random-32_bptt_128_random_Accuracy__test,_pt1000-10ens-randinit-avg-top1-unif-stopearly_bptt_128_Accuracy__test,_pt1000-10ens-randinit-avg-top2-unif-stopearly_bptt_128_Accuracy__test,_pt10-5ens-randinit-avg-top1-highlr-longep_Accuracy__test,TuneTables_Accuracy__test
|
| 2 |
+
0,5.470622146000058,0.3081685930000711,0.2697746459999158,openml__Agrawal1__146093,0.95,0.9922524338093052,0.95028,0.1015905347595692,6.048565385000045,0.0257159914999999,216.10440818333333,216.100852075,0.946,0.991382224,0.94613,0.118412576,432.23097624983336,2,9,1000000,0.004,142.21880345900058,5158.457872427,0.948,0.95,0.95,0.949,0.95,0.949,0.951,0.95,0.949,0.95,0.946,0.946,0.946,0.946,0.946,0.946,0.949,0.946,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.95
|
| 3 |
+
1,6.712467547000415,0.333046784000544,0.2795216579997941,openml__BNG(labor)__2137,0.971,0.995435226212942,0.9709,0.0789120235817314,7.325035989000753,0.0404576729166666,229.75083339166667,230.02355321666667,0.938,0.982160934,0.93836,0.158320097,459.81484428125,2,16,1000000,0.033,226.24090193899963,5517.778131375,0.931,0.965,0.0,0.0,0.0,0.964,0.966,0.0,0.967,0.965,0.931,0.931,0.931,0.931,0.931,0.931,0.939,0.931,0.939,0.939,0.939,0.939,0.939,0.0,0.0,0.0,0.0,0.0,0.967
|
| 4 |
+
2,1.5888877130000765,0.0934003419999953,0.0894851520001793,openml__BNG(vote)__212,0.975,0.9965480960796268,0.975358559658224,0.0690769146346344,1.7717732070002512,0.0181596289666666,32.898036691,32.942841675,0.968,0.994735757,0.967958499,0.089439914,65.85903799496666,2,16,131072,0.007,42.33509391500075,1975.771139849,0.964,0.974,0.0,0.0,0.0,0.974,0.973,0.0,0.974,0.974,0.964,0.964,0.964,0.964,0.964,0.964,0.969,0.964,0.969,0.969,0.969,0.969,0.969,0.0,0.0,0.0,0.0,0.0,0.974
|
| 5 |
+
3,7.746180762999984,0.024661285,0.039857836,openml__Bioresponse__9910,0.803,0.8785657007692176,0.8026666668333333,0.4413562428209103,7.810699883999984,15.97173061,2.510121327,2.535230565,0.819,0.885324779,0.818666667,0.426594963,21.017082502,2,1776,3751,-0.0159999999999999,112.8807289969997,637.6825195179999,0.743,0.746,0.0,0.0,0.0,0.763,0.747,0.782,0.766,0.76,0.511,0.757,0.676,0.785,0.765,0.511,0.496,0.744,0.768,0.705,0.794,0.773,0.763,0.0,0.0,0.0,0.0,0.0,0.798
|
| 6 |
+
4,3.756384093333357,0.2087500393336085,0.1790102806668679,openml__Click_prediction_small__7294,0.842,0.7411903247483873,0.8420754877566449,0.3931113538083483,4.144144413333834,0.00419184864,205.15669212,205.23646846,0.834,0.660424981,0.834190276,0.438609122,410.39735242864,2,11,1997410,0.008,84.52601750300504,10420.932464965,0.834,0.834,0.0,0.0,0.0,0.835,0.834,0.0,0.837,0.834,0.833,0.833,0.833,0.833,0.833,0.833,0.833,0.833,0.833,0.833,0.833,0.833,0.833,0.0,0.0,0.0,0.0,0.0,0.837
|
| 7 |
+
5,7.002171533999899,0.1658183260000214,0.1667769039999029,openml__airlines__189354,0.664,0.715663080898347,0.6638424887372772,0.6102318729770216,7.334766763999823,0.107881647,46.35491462,46.32232302,0.602,0.627776793,0.601505432,0.662776883,92.785119287,2,7,539383,0.062,154.94846123799965,2601.905862934,0.597,0.642,0.0,0.0,0.0,0.651,0.642,0.646,0.653,0.645,0.591,0.591,0.591,0.591,0.591,0.591,0.592,0.591,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.653
|
| 8 |
+
6,32.9199185,1.065179694,1.028028079,openml__albert__189356,0.702,0.772683423,0.701650832,0.570533593,35.013126273000005,0.290836405,61.83054206,61.85995655,0.637,0.686704832,0.637146082,0.642012404,123.981335015,2,78,425240,0.0649999999999999,1077.832535778998,2363.26732168,0.614,0.658,0.0,0.0,0.0,0.649,0.653,0.654,0.658,0.648,0.631,0.631,0.631,0.631,0.631,0.631,0.64,0.631,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.658
|
| 9 |
+
7,2.0969730230000003,0.004232093,0.0037586944999999,openml__balance-scale__11,0.871,0.9269704435,0.8766434679999999,0.315155614,2.1049638105000006,0.0034269484611111,0.4837116587,0.4804506585166667,0.984,0.9986590038333332,0.9841059798333334,0.0376524361666666,0.9675892656777778,3,4,625,-0.1129999999999999,52.77163177800003,28.858380775,0.932,0.926,0.0,0.0,0.0,0.91,0.937,0.926,0.931,0.937,0.995,0.995,0.995,0.995,0.995,0.995,0.995,0.995,0.995,0.995,0.995,0.995,0.995,0.937,0.0,0.0,0.0,0.0,0.995
|
| 10 |
+
8,0.5243480059999968,0.0024975609999984,0.001858184999989,openml__blood-transfusion-service-center__10101,0.76,0.6837231968810916,0.76,0.529753857894844,0.5287037519999842,0.0027001020666666,0.4111778751166666,0.40855609365,0.8,0.7422027290000001,0.8,0.483310191,0.8224340708333333,2,4,748,-0.04,24.005330601000004,24.85534249,0.787,0.764,0.0,0.0,0.0,0.773,0.773,0.76,0.769,0.782,0.782,0.782,0.782,0.782,0.782,0.782,0.782,0.782,0.782,0.782,0.782,0.782,0.782,0.0,0.0,0.0,0.0,0.0,0.782
|
| 11 |
+
9,0.683357049,0.002083907,0.003628377,openml__breast-cancer__145799,0.724,0.572222222,0.724137931,0.623271668,0.6890693330000001,0.0036480464,0.4910725950333333,0.4890001832666666,0.724,0.683333333,0.724137931,0.607275837,0.9837208247,2,9,286,0.0,36.98268649699998,28.809067924,0.747,0.724,0.0,0.0,0.0,0.736,0.736,0.724,0.724,0.701,0.77,0.77,0.77,0.77,0.77,0.77,0.77,0.77,0.77,0.77,0.77,0.77,0.77,0.724,0.0,0.0,0.0,0.0,0.77
|
| 12 |
+
10,7.534317677,0.122488907,0.088211616,openml__christine__168908,0.747,0.805789682,0.747232472,0.53843966,7.7450182,17.26202825,2.645428466,2.649614014,0.718,0.803461282,0.717712177,0.54356054,22.55707073,2,1636,5418,0.029,331.16304046499994,665.780805546,0.719,0.735,0.0,0.0,0.0,0.75,0.72,0.707,0.72,0.715,0.542,0.69,0.663,0.734,0.697,0.542,0.509,0.673,0.716,0.695,0.75,0.721,0.681,0.0,0.0,0.0,0.0,0.0,0.755
|
| 13 |
+
11,0.7101826414666675,0.0030368920666662,0.0019932594666681,openml__climate-model-simulation-crashes__146819,0.931,0.9199591836734694,0.9308641975308642,0.1817228586090829,0.715212793000002,0.0031530145666666,0.9628938471333334,0.9609364159,0.963,0.995918367,0.962962963,0.095938911,1.9269832776,2,18,540,-0.0319999999999999,24.90149524999991,58.653850509,0.95,0.895,0.0,0.0,0.0,0.957,0.901,0.932,0.932,0.938,0.951,0.951,0.951,0.951,0.951,0.951,0.951,0.951,0.951,0.951,0.951,0.951,0.951,0.0,0.0,0.0,0.0,0.0,0.951
|
| 14 |
+
12,1.767557970499976,0.0041701067500045,0.0038837207499921,openml__cmc__23,0.541,0.7240648784766432,0.5394617101471331,0.9050649778636488,1.7756117979999728,0.0076830162,1.4816383416666667,1.517026279466667,0.612,0.801546795,0.6106029969999999,0.814499658,3.006347637333333,3,9,1473,-0.0709999999999999,78.0940242059999,90.992666256,0.538,0.536,0.0,0.0,0.0,0.552,0.545,0.532,0.55,0.559,0.529,0.529,0.529,0.529,0.529,0.529,0.527,0.529,0.527,0.527,0.527,0.527,0.527,0.545,0.0,0.538,0.532,0.0,0.556
|
| 15 |
+
13,3.116649851,0.0079430004,0.0087920426,openml__colic__27,0.88,0.9136566332,0.8800300302,0.3279212808,3.133384894,0.00626450725,1.039176798725,0.2950731888666666,0.878,0.9257246375,0.8783783785,0.3394817115,1.3405144948416667,2,22,368,0.002,218.03472810699975,39.318811862,0.901,0.838,0.0,0.0,0.0,0.847,0.847,0.829,0.838,0.883,0.892,0.892,0.892,0.892,0.892,0.892,0.892,0.892,0.892,0.892,0.892,0.892,0.892,0.865,0.0,0.0,0.0,0.0,0.892
|
| 16 |
+
14,16.10980553899992,0.1664539639999702,0.0753670149999834,openml__connect-4__146195,0.821,0.8714282929352183,0.7935125192418586,0.4735943453577545,16.351626517999875,0.078215876,11.57486992,11.56509022,0.674,0.63279599,0.561726899,0.798451332,23.218176016,3,42,67557,0.1469999999999999,203.91656724100008,696.1219075710001,0.691,0.772,0.0,0.0,0.0,0.818,0.813,0.815,0.816,0.81,0.658,0.658,0.658,0.658,0.658,0.658,0.659,0.658,0.659,0.659,0.659,0.659,0.659,0.0,0.0,0.0,0.0,0.0,0.817
|
| 17 |
+
15,2.2007190675,0.0068596795,0.006668592,openml__cylinder-bands__14954,0.787,0.875876578,0.7870370369999999,0.4432832614999999,2.2142473390000004,0.0086395307333333,1.2392787959,0.1384382922833333,0.796,0.8779803645,0.7962962965,0.426671806,1.3863566189166667,2,37,540,-0.009,93.96384226299988,40.877431747,0.852,0.833,0.0,0.0,0.0,0.765,0.876,0.864,0.0,0.778,0.839,0.839,0.839,0.839,0.839,0.839,0.839,0.839,0.839,0.839,0.839,0.839,0.839,0.0,0.0,0.0,0.0,0.0,0.846
|
| 18 |
+
16,12.705649266000364,0.0253858694999999,0.0240511625,openml__dilbert__168909,0.962,0.9980737767306512,0.9620142602004532,0.1891437944932896,12.755086298000364,20.24626359,2.63832077,2.643935549,0.926,0.994870308,0.926028549,0.207929398,25.528519909000003,5,2000,10000,0.0359999999999999,808.7302073720009,761.177292713,0.826,0.956,0.866,0.851,0.247,0.981,0.897,0.989,0.992,0.938,0.187,0.836,0.852,0.845,0.84,0.187,0.166,0.825,0.871,0.894,0.908,0.871,0.883,0.0,0.0,0.0,0.0,0.0,0.992
|
| 19 |
+
17,1.0613462890000278,0.002148983,0.001866037,openml__dresses-sales__125920,0.54,0.5336617407791462,0.54,0.7372118008245981,1.065361309000028,0.0047379718999999,0.6776733982333333,0.6741126546333334,0.6,0.518883415,0.6,0.680896459,1.3565240247666668,2,12,500,-0.0599999999999999,40.14926567900007,40.88002789,0.52,0.513,0.0,0.0,0.0,0.58,0.567,0.0,0.0,0.533,0.58,0.58,0.58,0.58,0.58,0.58,0.58,0.58,0.58,0.58,0.58,0.58,0.58,0.0,0.0,0.0,0.0,0.0,0.58
|
| 20 |
+
18,1.2137729179999042,0.0040946059999669,0.0018661049999764,openml__ecoli__145977,0.939,0.9864166666666668,0.940891675374434,0.473745157887242,1.2197336289998475,0.0031570047,0.5202862838666666,0.5174876858666667,0.727,0.933968254,0.722274469,0.808689146,1.0409309744333335,8,7,336,0.2119999999999999,73.0581343779998,30.157485255,0.814,0.804,0.0,0.0,0.0,0.774,0.765,0.0,0.0,0.775,0.0,0.0,0.0,0.0,0.0,0.833,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.843
|
| 21 |
+
19,0.7855818209999939,0.0096529170000394,0.0094471759999805,openml__eeg-eye-state__14951,0.892,0.9592269111034244,0.8918558077436582,0.2909743833609272,0.8046819140000138,0.009589148,2.88132878,2.885320427,0.937,0.985335236,0.9372496665,0.1639740025,5.776238355,2,14,14980,-0.045,27.7347285350001,177.537890798,0.574,0.619,0.0,0.0,0.0,0.621,0.67,0.975,0.986,0.651,0.916,0.916,0.916,0.916,0.916,0.916,0.944,0.916,0.944,0.944,0.944,0.944,0.944,0.0,0.0,0.0,0.0,0.0,0.986
|
| 22 |
+
20,2.5907953109999937,0.0022141070000145,0.0031435010000109,openml__elevators__3711,0.892,0.9422155602121648,0.891566265060241,0.2676982953037469,2.596152919000019,0.011595818,3.048263756,3.024166882,0.895,0.954868281,0.895180723,0.235062224,6.084026456,2,18,16599,-0.003,175.79024307999993,186.239942431,0.894,0.898,0.0,0.0,0.0,0.899,0.897,0.9,0.895,0.896,0.893,0.893,0.893,0.893,0.893,0.893,0.898,0.893,0.898,0.898,0.898,0.898,0.898,0.0,0.0,0.0,0.0,0.0,0.902
|
| 23 |
+
21,3.637687279,0.010283656,0.010784698,openml__har__14970,0.978,0.999670225,0.977649721,0.061473148,3.658755633,6.869466946,2.66944197,2.666020572,0.962,0.998168057,0.962103683,0.103501674,12.204929488,6,561,10299,0.016,302.2015474079996,370.311629352,0.942,0.963,0.0,0.0,0.0,0.975,0.972,0.981,0.0,0.982,0.158,0.944,0.93,0.938,0.94,0.158,0.142,0.944,0.955,0.943,0.946,0.951,0.957,0.0,0.0,0.0,0.0,0.0,0.981
|
| 24 |
+
22,0.5060319539999997,0.0009211037999944,0.0007649834000064,openml__heart-c__48,0.839,0.9016806722689076,0.8387096774193548,0.3848725473147411,0.5077180412000005,0.0070161615,0.7472180953333333,0.5735516052333334,0.839,0.945378151,0.838709677,0.305099716,1.3277858620666665,2,13,303,0.0,20.763378017000058,39.833575862,0.893,0.86,0.0,0.0,0.0,0.785,0.828,0.839,0.871,0.817,0.903,0.903,0.903,0.903,0.903,0.903,0.903,0.903,0.903,0.903,0.903,0.903,0.903,0.849,0.0,0.0,0.0,0.0,0.903
|
| 25 |
+
23,1.646659345,0.008067571,0.010838793,openml__higgs__146606,0.714,0.789788004,0.714227435,0.550702851,1.665565709,0.029005587,15.54555114,15.54479229,0.665,0.718481195,0.664558899,0.616013883,31.119349017,2,28,98050,0.0489999999999999,80.32815223099976,931.453607834,0.648,0.702,0.0,0.0,0.0,0.707,0.701,0.714,0.714,0.703,0.633,0.633,0.633,0.633,0.633,0.633,0.658,0.633,0.658,0.658,0.658,0.658,0.658,0.0,0.0,0.0,0.0,0.7,0.714
|
| 26 |
+
24,1.4284999560000031,0.0019136319999972,0.0013436509999991,openml__kc1__3917,0.848,0.7827715355805244,0.8483412322274881,0.3705616047255672,1.4317572389999995,0.0039983374333333,2.802545583633333,2.804047886766667,0.848,0.8334497209999999,0.848341232,0.343851776,5.610591807833334,2,21,2109,0.0,48.68953584500001,168.444710009,0.843,0.86,0.0,0.0,0.0,0.853,0.853,0.0,0.0,0.848,0.855,0.855,0.855,0.855,0.855,0.855,0.853,0.855,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.856
|
| 27 |
+
25,11.80475593,0.565833611,0.627260543,openml__poker-hand__9890,0.946,0.904151165,0.940036058,0.294163927,12.997850084,0.204482389,99.70247543,100.0869051,0.538,0.526817707,0.460420564,0.97826943,199.993862919,10,10,1025009,0.4079999999999999,5331.2158255689965,2422.621081536,0.679,0.756,0.0,0.0,0.0,0.997,0.999,0.999,0.999,0.993,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0
|
| 28 |
+
26,22.8978285,0.044061628,0.041596603,openml__riccardo__168338,0.995,0.999322667,0.9945,0.067689156,22.983486731,41.65315646,2.850443753,2.859815671,0.955,0.994027333,0.9545,0.236307706,47.363415884,2,4296,20000,0.04,692.077559765,1395.120138703,0.92,0.968,0.0,0.0,0.0,0.988,0.991,0.995,0.0,0.993,0.75,0.939,0.932,0.884,0.935,0.75,0.75,0.758,0.937,0.963,0.795,0.965,0.782,0.0,0.0,0.0,0.0,0.0,0.995
|
| 29 |
+
27,21.52100564,0.064050898,0.064181641,openml__robert__168332,0.455,0.863807251,0.45238274,1.550217812,21.649238179,82.24773821,2.572721582,2.570836216,0.246,0.732318267,0.219929961,2.035676521,87.391296008,10,7200,10000,0.209,598.6642134619999,963.968665696,0.301,0.359,0.0,0.0,0.0,0.406,0.389,0.411,0.406,0.404,0.114,0.346,0.26,0.22,0.342,0.114,0.096,0.308,0.392,0.272,0.237,0.385,0.344,0.0,0.0,0.0,0.0,0.0,0.414
|
| 30 |
+
28,34.98679879200006,0.1007127519999357,0.0917363049999266,openml__volkert__168331,0.67,0.9236484636544132,0.6598869395543814,0.9568509029322412,35.17924784899992,3.614878545,5.87164821,5.867251964,0.569,0.861786603,0.511191627,1.237311835,15.353778719,10,180,58310,0.101,229.9278665180002,458.74335163,0.506,0.612,0.0,0.0,0.0,0.658,0.647,0.693,0.673,0.647,0.22,0.504,0.0,0.537,0.512,0.22,0.22,0.534,0.528,0.0,0.555,0.533,0.551,0.0,0.0,0.0,0.0,0.0,0.693
|
03_2024_tt_hard_main_plotting_data/main_plotting_data_F1__test.csv
ADDED
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| 1 |
+
,time__train_x,time__val_x,time__test_x,dataset_name,CatBoost_Accuracy__test,CatBoost_AUC__test,CatBoost_F1__test,CatBoost_Log Loss__test,CatBoost__runtime,time__train_y,time__val_y,time__test_y,TabPFNs3000_Accuracy__test,TabPFNs3000_AUC__test,TabPFNs3000_F1__test,Log Loss__test,TabPFNs3000__runtime,Classes,Features,Samples,Delta,CatBoost__runtime_cumul,TabPFNs3000__runtime_cumul,_ft_F1__test,_pt100_F1__test,_pt100-pca_F1__test,_pt100-prop_F1__test,_pt100-rand_F1__test,_pt100-uniform_bptt_128_F1__test,_pt1000_F1__test,_pt1000-10ens-randinit-avg-top2_F1__test,_pt1000-10ens-randinit-avg-top2-unif_bptt_128_F1__test,_pt1000-uniform_bptt_128_F1__test,_zs-32_F1__test,_zs-ica-32_ica_F1__test,_zs-isomap-32_isomap_F1__test,_zs-mutual_information-32_mutual_information_F1__test,_zs-pca_white-32_pca_white_F1__test,_zs-random-32_random_F1__test,_zs-random-32_rdq_3000_random_F1__test,_zs-sparse_random_projection-32_sparse_random_projection_F1__test,_zs-ica-32_rdq_3000_ica_F1__test,_zs-isomap-32_rdq_3000_isomap_F1__test,_zs-mutual_information-32_rdq_3000_mutual_information_F1__test,_zs-pca_white-32_rdq_3000_pca_white_F1__test,_zs-sparse_random_projection-32_rdq_3000_sparse_random_projection_F1__test,_pt1000-10ens-randinit-avg-top1-unif-stopearly-mutinf_bptt_128_F1__test,_zs-random-32_bptt_128_random_F1__test,_pt1000-10ens-randinit-avg-top1-unif-stopearly_bptt_128_F1__test,_pt1000-10ens-randinit-avg-top2-unif-stopearly_bptt_128_F1__test,_pt10-5ens-randinit-avg-top1-highlr-longep_F1__test,TuneTables_F1__test
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| 2 |
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0,5.470622146000058,0.3081685930000711,0.2697746459999158,openml__Agrawal1__146093,0.95,0.9922524338093052,0.95028,0.1015905347595692,6.048565385000045,0.0257159914999999,216.10440818333333,216.100852075,0.946,0.991382224,0.94613,0.118412576,432.23097624983336,2,9,1000000,0.004,142.21880345900058,5158.457872427,0.948,0.951,0.95,0.949,0.95,0.949,0.951,0.0,0.0,0.95,0.946,0.946,0.946,0.946,0.946,0.946,0.949,0.946,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
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| 3 |
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1,6.712467547000415,0.333046784000544,0.2795216579997941,openml__BNG(labor)__2137,0.971,0.995435226212942,0.9709,0.0789120235817314,7.325035989000753,0.0404576729166666,229.75083339166667,230.02355321666667,0.938,0.982160934,0.93836,0.158320097,459.81484428125,2,16,1000000,0.033,226.24090193899963,5517.778131375,0.931,0.965,0.0,0.0,0.0,0.964,0.965,0.0,0.0,0.965,0.93,0.93,0.93,0.93,0.93,0.93,0.939,0.93,0.939,0.939,0.939,0.939,0.939,0.0,0.0,0.0,0.0,0.0,0.0
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| 4 |
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2,1.5888877130000765,0.0934003419999953,0.0894851520001793,openml__BNG(vote)__212,0.975,0.9965480960796268,0.975358559658224,0.0690769146346344,1.7717732070002512,0.0181596289666666,32.898036691,32.942841675,0.968,0.994735757,0.967958499,0.089439914,65.85903799496666,2,16,131072,0.007,42.33509391500075,1975.771139849,0.964,0.974,0.0,0.0,0.0,0.974,0.973,0.0,0.0,0.974,0.964,0.964,0.964,0.964,0.964,0.964,0.969,0.964,0.969,0.969,0.969,0.969,0.969,0.0,0.0,0.0,0.0,0.0,0.0
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| 5 |
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3,7.746180762999984,0.024661285,0.039857836,openml__Bioresponse__9910,0.803,0.8785657007692176,0.8026666668333333,0.4413562428209103,7.810699883999984,15.97173061,2.510121327,2.535230565,0.819,0.885324779,0.818666667,0.426594963,21.017082502,2,1776,3751,-0.0159999999999999,112.8807289969997,637.6825195179999,0.742,0.746,0.0,0.0,0.0,0.762,0.746,0.0,0.0,0.76,0.509,0.756,0.67,0.784,0.764,0.509,0.496,0.743,0.768,0.701,0.793,0.773,0.762,0.0,0.0,0.0,0.0,0.0,0.798
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| 6 |
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4,3.756384093333357,0.2087500393336085,0.1790102806668679,openml__Click_prediction_small__7294,0.842,0.7411903247483873,0.8420754877566449,0.3931113538083483,4.144144413333834,0.00419184864,205.15669212,205.23646846,0.834,0.660424981,0.834190276,0.438609122,410.39735242864,2,11,1997410,0.008,84.52601750300504,10420.932464965,0.761,0.763,0.0,0.0,0.0,0.765,0.764,0.0,0.0,0.766,0.758,0.758,0.758,0.758,0.758,0.758,0.758,0.758,0.758,0.758,0.758,0.758,0.758,0.0,0.0,0.0,0.0,0.0,0.0
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| 7 |
+
5,7.002171533999899,0.1658183260000214,0.1667769039999029,openml__airlines__189354,0.664,0.715663080898347,0.6638424887372772,0.6102318729770216,7.334766763999823,0.107881647,46.35491462,46.32232302,0.602,0.627776793,0.601505432,0.662776883,92.785119287,2,7,539383,0.062,154.94846123799965,2601.905862934,0.562,0.626,0.0,0.0,0.0,0.64,0.628,0.0,0.0,0.631,0.574,0.574,0.574,0.574,0.574,0.574,0.56,0.574,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 8 |
+
6,32.9199185,1.065179694,1.028028079,openml__albert__189356,0.702,0.772683423,0.701650832,0.570533593,35.013126273000005,0.290836405,61.83054206,61.85995655,0.637,0.686704832,0.637146082,0.642012404,123.981335015,2,78,425240,0.0649999999999999,1077.832535778998,2363.26732168,0.613,0.658,0.0,0.0,0.0,0.649,0.653,0.0,0.0,0.648,0.631,0.631,0.631,0.631,0.631,0.631,0.64,0.631,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 9 |
+
7,2.0969730230000003,0.004232093,0.0037586944999999,openml__balance-scale__11,0.871,0.9269704435,0.8766434679999999,0.315155614,2.1049638105000006,0.0034269484611111,0.4837116587,0.4804506585166667,0.984,0.9986590038333332,0.9841059798333334,0.0376524361666666,0.9675892656777778,3,4,625,-0.1129999999999999,52.77163177800003,28.858380775,0.917,0.923,0.0,0.0,0.0,0.906,0.926,0.914,0.922,0.923,0.995,0.995,0.995,0.995,0.995,0.995,0.995,0.995,0.995,0.995,0.995,0.995,0.995,0.926,0.0,0.0,0.0,0.0,0.995
|
| 10 |
+
8,0.5243480059999968,0.0024975609999984,0.001858184999989,openml__blood-transfusion-service-center__10101,0.76,0.6837231968810916,0.76,0.529753857894844,0.5287037519999842,0.0027001020666666,0.4111778751166666,0.40855609365,0.8,0.7422027290000001,0.8,0.483310191,0.8224340708333333,2,4,748,-0.04,24.005330601000004,24.85534249,0.763,0.75,0.0,0.0,0.0,0.744,0.759,0.0,0.0,0.762,0.756,0.756,0.756,0.756,0.756,0.756,0.756,0.756,0.756,0.756,0.756,0.756,0.756,0.0,0.0,0.0,0.0,0.0,0.782
|
| 11 |
+
9,0.683357049,0.002083907,0.003628377,openml__breast-cancer__145799,0.724,0.572222222,0.724137931,0.623271668,0.6890693330000001,0.0036480464,0.4910725950333333,0.4890001832666666,0.724,0.683333333,0.724137931,0.607275837,0.9837208247,2,9,286,0.0,36.98268649699998,28.809067924,0.678,0.699,0.0,0.0,0.0,0.669,0.693,0.0,0.0,0.642,0.746,0.746,0.746,0.746,0.746,0.746,0.746,0.746,0.746,0.746,0.746,0.746,0.746,0.653,0.0,0.0,0.0,0.0,0.77
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| 12 |
+
10,7.534317677,0.122488907,0.088211616,openml__christine__168908,0.747,0.805789682,0.747232472,0.53843966,7.7450182,17.26202825,2.645428466,2.649614014,0.718,0.803461282,0.717712177,0.54356054,22.55707073,2,1636,5418,0.029,331.16304046499994,665.780805546,0.719,0.735,0.0,0.0,0.0,0.75,0.72,0.0,0.0,0.714,0.438,0.689,0.662,0.734,0.696,0.438,0.361,0.673,0.716,0.694,0.75,0.721,0.681,0.0,0.0,0.0,0.0,0.0,0.755
|
| 13 |
+
11,0.7101826414666675,0.0030368920666662,0.0019932594666681,openml__climate-model-simulation-crashes__146819,0.931,0.9199591836734694,0.9308641975308642,0.1817228586090829,0.715212793000002,0.0031530145666666,0.9628938471333334,0.9609364159,0.963,0.995918367,0.962962963,0.095938911,1.9269832776,2,18,540,-0.0319999999999999,24.90149524999991,58.653850509,0.95,0.895,0.0,0.0,0.0,0.955,0.902,0.0,0.0,0.935,0.951,0.951,0.951,0.951,0.951,0.951,0.951,0.951,0.951,0.951,0.951,0.951,0.951,0.0,0.0,0.0,0.0,0.0,0.951
|
| 14 |
+
12,1.767557970499976,0.0041701067500045,0.0038837207499921,openml__cmc__23,0.541,0.7240648784766432,0.5394617101471331,0.9050649778636488,1.7756117979999728,0.0076830162,1.4816383416666667,1.517026279466667,0.612,0.801546795,0.6106029969999999,0.814499658,3.006347637333333,3,9,1473,-0.0709999999999999,78.0940242059999,90.992666256,0.535,0.513,0.0,0.0,0.0,0.547,0.544,0.36,0.341,0.541,0.525,0.525,0.525,0.525,0.525,0.525,0.523,0.525,0.523,0.523,0.523,0.523,0.523,0.529,0.0,0.529,0.519,0.0,0.555
|
| 15 |
+
13,3.116649851,0.0079430004,0.0087920426,openml__colic__27,0.88,0.9136566332,0.8800300302,0.3279212808,3.133384894,0.00626450725,1.039176798725,0.2950731888666666,0.878,0.9257246375,0.8783783785,0.3394817115,1.3405144948416667,2,22,368,0.002,218.03472810699975,39.318811862,0.899,0.834,0.0,0.0,0.0,0.847,0.84,0.0,0.0,0.883,0.892,0.892,0.892,0.892,0.892,0.892,0.892,0.892,0.892,0.892,0.892,0.892,0.892,0.874,0.0,0.0,0.0,0.0,0.892
|
| 16 |
+
14,16.10980553899992,0.1664539639999702,0.0753670149999834,openml__connect-4__146195,0.821,0.8714282929352183,0.7935125192418586,0.4735943453577545,16.351626517999875,0.078215876,11.57486992,11.56509022,0.674,0.63279599,0.561726899,0.798451332,23.218176016,3,42,67557,0.1469999999999999,203.91656724100008,696.1219075710001,0.595,0.741,0.0,0.0,0.0,0.804,0.795,0.0,0.0,0.804,0.523,0.523,0.523,0.523,0.523,0.523,0.524,0.523,0.524,0.524,0.524,0.524,0.524,0.0,0.0,0.0,0.0,0.0,0.0
|
| 17 |
+
15,2.2007190675,0.0068596795,0.006668592,openml__cylinder-bands__14954,0.787,0.875876578,0.7870370369999999,0.4432832614999999,2.2142473390000004,0.0086395307333333,1.2392787959,0.1384382922833333,0.796,0.8779803645,0.7962962965,0.426671806,1.3863566189166667,2,37,540,-0.009,93.96384226299988,40.877431747,0.85,0.834,0.0,0.0,0.0,0.763,0.875,0.838,0.0,0.777,0.836,0.836,0.836,0.836,0.836,0.836,0.836,0.836,0.836,0.836,0.836,0.836,0.836,0.0,0.0,0.0,0.0,0.0,0.846
|
| 18 |
+
16,12.705649266000364,0.0253858694999999,0.0240511625,openml__dilbert__168909,0.962,0.9980737767306512,0.9620142602004532,0.1891437944932896,12.755086298000364,20.24626359,2.63832077,2.643935549,0.926,0.994870308,0.926028549,0.207929398,25.528519909000003,5,2000,10000,0.0359999999999999,808.7302073720009,761.177292713,0.826,0.956,0.866,0.852,0.212,0.981,0.897,0.0,0.0,0.938,0.162,0.836,0.852,0.845,0.841,0.162,0.156,0.825,0.871,0.894,0.908,0.871,0.883,0.0,0.0,0.0,0.0,0.0,0.0
|
| 19 |
+
17,1.0613462890000278,0.002148983,0.001866037,openml__dresses-sales__125920,0.54,0.5336617407791462,0.54,0.7372118008245981,1.065361309000028,0.0047379718999999,0.6776733982333333,0.6741126546333334,0.6,0.518883415,0.6,0.680896459,1.3565240247666668,2,12,500,-0.0599999999999999,40.14926567900007,40.88002789,0.406,0.507,0.0,0.0,0.0,0.544,0.511,0.0,0.0,0.48,0.426,0.426,0.426,0.426,0.426,0.426,0.426,0.426,0.426,0.426,0.426,0.426,0.426,0.0,0.0,0.0,0.0,0.0,0.58
|
| 20 |
+
18,1.2137729179999042,0.0040946059999669,0.0018661049999764,openml__ecoli__145977,0.939,0.9864166666666668,0.940891675374434,0.473745157887242,1.2197336289998475,0.0031570047,0.5202862838666666,0.5174876858666667,0.727,0.933968254,0.722274469,0.808689146,1.0409309744333335,8,7,336,0.2119999999999999,73.0581343779998,30.157485255,0.79,0.789,0.0,0.0,0.0,0.748,0.727,0.0,0.0,0.738,0.0,0.0,0.0,0.0,0.0,0.813,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.843
|
| 21 |
+
19,0.7855818209999939,0.0096529170000394,0.0094471759999805,openml__eeg-eye-state__14951,0.892,0.9592269111034244,0.8918558077436582,0.2909743833609272,0.8046819140000138,0.009589148,2.88132878,2.885320427,0.937,0.985335236,0.9372496665,0.1639740025,5.776238355,2,14,14980,-0.045,27.7347285350001,177.537890798,0.552,0.613,0.0,0.0,0.0,0.608,0.656,0.0,0.0,0.645,0.916,0.916,0.916,0.916,0.916,0.916,0.944,0.916,0.944,0.944,0.944,0.944,0.944,0.0,0.0,0.0,0.0,0.0,0.0
|
| 22 |
+
20,2.5907953109999937,0.0022141070000145,0.0031435010000109,openml__elevators__3711,0.892,0.9422155602121648,0.891566265060241,0.2676982953037469,2.596152919000019,0.011595818,3.048263756,3.024166882,0.895,0.954868281,0.895180723,0.235062224,6.084026456,2,18,16599,-0.003,175.79024307999993,186.239942431,0.892,0.895,0.0,0.0,0.0,0.897,0.894,0.0,0.0,0.892,0.891,0.891,0.891,0.891,0.891,0.891,0.896,0.891,0.896,0.896,0.896,0.896,0.896,0.0,0.0,0.0,0.0,0.0,0.298
|
| 23 |
+
21,3.637687279,0.010283656,0.010784698,openml__har__14970,0.978,0.999670225,0.977649721,0.061473148,3.658755633,6.869466946,2.66944197,2.666020572,0.962,0.998168057,0.962103683,0.103501674,12.204929488,6,561,10299,0.016,302.2015474079996,370.311629352,0.942,0.963,0.0,0.0,0.0,0.975,0.972,0.0,0.0,0.982,0.071,0.944,0.93,0.938,0.94,0.071,0.056,0.944,0.955,0.942,0.946,0.951,0.957,0.0,0.0,0.0,0.0,0.0,0.0
|
| 24 |
+
22,0.5060319539999997,0.0009211037999944,0.0007649834000064,openml__heart-c__48,0.839,0.9016806722689076,0.8387096774193548,0.3848725473147411,0.5077180412000005,0.0070161615,0.7472180953333333,0.5735516052333334,0.839,0.945378151,0.838709677,0.305099716,1.3277858620666665,2,13,303,0.0,20.763378017000058,39.833575862,0.893,0.86,0.0,0.0,0.0,0.785,0.828,0.807,0.868,0.813,0.903,0.903,0.903,0.903,0.903,0.903,0.903,0.903,0.903,0.903,0.903,0.903,0.903,0.858,0.0,0.0,0.0,0.0,0.903
|
| 25 |
+
23,1.646659345,0.008067571,0.010838793,openml__higgs__146606,0.714,0.789788004,0.714227435,0.550702851,1.665565709,0.029005587,15.54555114,15.54479229,0.665,0.718481195,0.664558899,0.616013883,31.119349017,2,28,98050,0.0489999999999999,80.32815223099976,931.453607834,0.648,0.702,0.0,0.0,0.0,0.707,0.7,0.0,0.0,0.702,0.629,0.629,0.629,0.629,0.629,0.629,0.655,0.629,0.655,0.655,0.655,0.655,0.655,0.0,0.0,0.0,0.0,0.682,0.0
|
| 26 |
+
24,1.4284999560000031,0.0019136319999972,0.0013436509999991,openml__kc1__3917,0.848,0.7827715355805244,0.8483412322274881,0.3705616047255672,1.4317572389999995,0.0039983374333333,2.802545583633333,2.804047886766667,0.848,0.8334497209999999,0.848341232,0.343851776,5.610591807833334,2,21,2109,0.0,48.68953584500001,168.444710009,0.798,0.841,0.0,0.0,0.0,0.822,0.815,0.0,0.0,0.809,0.817,0.817,0.817,0.817,0.817,0.817,0.814,0.817,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.856
|
| 27 |
+
25,11.80475593,0.565833611,0.627260543,openml__poker-hand__9890,0.946,0.904151165,0.940036058,0.294163927,12.997850084,0.204482389,99.70247543,100.0869051,0.538,0.526817707,0.460420564,0.97826943,199.993862919,10,10,1025009,0.4079999999999999,5331.2158255689965,2422.621081536,0.65,0.74,0.0,0.0,0.0,0.996,0.999,0.0,0.0,0.993,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 28 |
+
26,22.8978285,0.044061628,0.041596603,openml__riccardo__168338,0.995,0.999322667,0.9945,0.067689156,22.983486731,41.65315646,2.850443753,2.859815671,0.955,0.994027333,0.9545,0.236307706,47.363415884,2,4296,20000,0.04,692.077559765,1395.120138703,0.915,0.967,0.0,0.0,0.0,0.988,0.991,0.0,0.0,0.993,0.643,0.937,0.932,0.871,0.933,0.643,0.643,0.66,0.934,0.964,0.737,0.965,0.708,0.0,0.0,0.0,0.0,0.0,0.0
|
| 29 |
+
27,21.52100564,0.064050898,0.064181641,openml__robert__168332,0.455,0.863807251,0.45238274,1.550217812,21.649238179,82.24773821,2.572721582,2.570836216,0.246,0.732318267,0.219929961,2.035676521,87.391296008,10,7200,10000,0.209,598.6642134619999,963.968665696,0.284,0.352,0.0,0.0,0.0,0.4,0.385,0.0,0.0,0.405,0.08,0.316,0.23,0.173,0.315,0.08,0.055,0.281,0.376,0.241,0.205,0.373,0.33,0.0,0.0,0.0,0.0,0.0,0.0
|
| 30 |
+
28,34.98679879200006,0.1007127519999357,0.0917363049999266,openml__volkert__168331,0.67,0.9236484636544132,0.6598869395543814,0.9568509029322412,35.17924784899992,3.614878545,5.87164821,5.867251964,0.569,0.861786603,0.511191627,1.237311835,15.353778719,10,180,58310,0.101,229.9278665180002,458.74335163,0.437,0.601,0.0,0.0,0.0,0.653,0.642,0.0,0.0,0.636,0.079,0.431,0.0,0.486,0.449,0.079,0.079,0.489,0.451,0.0,0.496,0.463,0.501,0.0,0.0,0.0,0.0,0.0,0.0
|
03_2024_tt_hard_main_plotting_data/main_plotting_data_Log Loss__test.csv
ADDED
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@@ -0,0 +1,30 @@
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| 1 |
+
,time__train_x,time__val_x,time__test_x,dataset_name,CatBoost_Accuracy__test,CatBoost_AUC__test,CatBoost_F1__test,CatBoost_Log Loss__test,CatBoost__runtime,time__train_y,time__val_y,time__test_y,TabPFNs3000_Accuracy__test,TabPFNs3000_AUC__test,TabPFNs3000_F1__test,Log Loss__test,TabPFNs3000__runtime,Classes,Features,Samples,Delta,CatBoost__runtime_cumul,TabPFNs3000__runtime_cumul,_ft_Log Loss__test,_pt100_Log Loss__test,_pt100-pca_Log Loss__test,_pt100-prop_Log Loss__test,_pt100-rand_Log Loss__test,_pt100-uniform_bptt_128_Log Loss__test,_pt1000_Log Loss__test,_pt1000-10ens-randinit-avg-top2_Log Loss__test,_pt1000-10ens-randinit-avg-top2-unif_bptt_128_Log Loss__test,_pt1000-uniform_bptt_128_Log Loss__test,_zs-32_Log Loss__test,_zs-ica-32_ica_Log Loss__test,_zs-isomap-32_isomap_Log Loss__test,_zs-mutual_information-32_mutual_information_Log Loss__test,_zs-pca_white-32_pca_white_Log Loss__test,_zs-random-32_random_Log Loss__test,_zs-random-32_rdq_3000_random_Log Loss__test,_zs-sparse_random_projection-32_sparse_random_projection_Log Loss__test,_zs-ica-32_rdq_3000_ica_Log Loss__test,_zs-isomap-32_rdq_3000_isomap_Log Loss__test,_zs-mutual_information-32_rdq_3000_mutual_information_Log Loss__test,_zs-pca_white-32_rdq_3000_pca_white_Log Loss__test,_zs-sparse_random_projection-32_rdq_3000_sparse_random_projection_Log Loss__test,_pt1000-10ens-randinit-avg-top1-unif-stopearly-mutinf_bptt_128_Log Loss__test,_zs-random-32_bptt_128_random_Log Loss__test,_pt1000-10ens-randinit-avg-top1-unif-stopearly_bptt_128_Log Loss__test,_pt1000-10ens-randinit-avg-top2-unif-stopearly_bptt_128_Log Loss__test,_pt10-5ens-randinit-avg-top1-highlr-longep_Log Loss__test,TuneTables_Log Loss__test
|
| 2 |
+
0,5.470622146000058,0.3081685930000711,0.2697746459999158,openml__Agrawal1__146093,0.95,0.9922524338093052,0.95028,0.1015905347595692,6.048565385000045,0.0257159914999999,216.10440818333333,216.100852075,0.946,0.991382224,0.94613,0.118412576,432.23097624983336,2,9,1000000,0.004,142.21880345900058,5158.457872427,0.157,0.146,0.147,0.165,0.147,0.107,0.104,0.0,0.0,0.104,0.133,0.133,0.133,0.133,0.133,0.133,0.116,0.133,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 3 |
+
1,6.712467547000415,0.333046784000544,0.2795216579997941,openml__BNG(labor)__2137,0.971,0.995435226212942,0.9709,0.0789120235817314,7.325035989000753,0.0404576729166666,229.75083339166667,230.02355321666667,0.938,0.982160934,0.93836,0.158320097,459.81484428125,2,16,1000000,0.033,226.24090193899963,5517.778131375,0.184,0.099,0.0,0.0,0.0,0.1,0.098,0.0,0.0,0.099,0.184,0.184,0.184,0.184,0.184,0.184,0.16,0.184,0.16,0.16,0.16,0.16,0.16,0.0,0.0,0.0,0.0,0.0,0.0
|
| 4 |
+
2,1.5888877130000765,0.0934003419999953,0.0894851520001793,openml__BNG(vote)__212,0.975,0.9965480960796268,0.975358559658224,0.0690769146346344,1.7717732070002512,0.0181596289666666,32.898036691,32.942841675,0.968,0.994735757,0.967958499,0.089439914,65.85903799496666,2,16,131072,0.007,42.33509391500075,1975.771139849,0.105,0.081,0.0,0.0,0.0,0.082,0.085,0.0,0.0,0.083,0.104,0.104,0.104,0.104,0.104,0.104,0.094,0.104,0.094,0.094,0.094,0.094,0.094,0.0,0.0,0.0,0.0,0.0,0.0
|
| 5 |
+
3,7.746180762999984,0.024661285,0.039857836,openml__Bioresponse__9910,0.803,0.8785657007692176,0.8026666668333333,0.4413562428209103,7.810699883999984,15.97173061,2.510121327,2.535230565,0.819,0.885324779,0.818666667,0.426594963,21.017082502,2,1776,3751,-0.0159999999999999,112.8807289969997,637.6825195179999,0.548,0.544,0.0,0.0,0.0,0.565,0.58,0.0,0.0,0.537,0.731,0.512,0.63,0.476,0.505,0.731,0.75,0.523,0.494,0.578,0.457,0.483,0.497,0.0,0.0,0.0,0.0,0.0,0.45
|
| 6 |
+
4,3.756384093333357,0.2087500393336085,0.1790102806668679,openml__Click_prediction_small__7294,0.842,0.7411903247483873,0.8420754877566449,0.3931113538083483,4.144144413333834,0.00419184864,205.15669212,205.23646846,0.834,0.660424981,0.834190276,0.438609122,410.39735242864,2,11,1997410,0.008,84.52601750300504,10420.932464965,0.525,0.445,0.0,0.0,0.0,0.434,0.44,0.0,0.0,0.433,0.443,0.443,0.443,0.443,0.443,0.443,0.439,0.443,0.439,0.439,0.439,0.439,0.439,0.0,0.0,0.0,0.0,0.0,0.0
|
| 7 |
+
5,7.002171533999899,0.1658183260000214,0.1667769039999029,openml__airlines__189354,0.664,0.715663080898347,0.6638424887372772,0.6102318729770216,7.334766763999823,0.107881647,46.35491462,46.32232302,0.602,0.627776793,0.601505432,0.662776883,92.785119287,2,7,539383,0.062,154.94846123799965,2601.905862934,0.67,0.652,0.0,0.0,0.0,0.627,0.634,0.0,0.0,0.632,0.669,0.669,0.669,0.669,0.669,0.669,0.666,0.669,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 8 |
+
6,32.9199185,1.065179694,1.028028079,openml__albert__189356,0.702,0.772683423,0.701650832,0.570533593,35.013126273000005,0.290836405,61.83054206,61.85995655,0.637,0.686704832,0.637146082,0.642012404,123.981335015,2,78,425240,0.0649999999999999,1077.832535778998,2363.26732168,0.682,0.649,0.0,0.0,0.0,0.632,0.651,0.0,0.0,0.632,0.644,0.644,0.644,0.644,0.644,0.644,0.636,0.644,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 9 |
+
7,2.0969730230000003,0.004232093,0.0037586944999999,openml__balance-scale__11,0.871,0.9269704435,0.8766434679999999,0.315155614,2.1049638105000006,0.0034269484611111,0.4837116587,0.4804506585166667,0.984,0.9986590038333332,0.9841059798333334,0.0376524361666666,0.9675892656777778,3,4,625,-0.1129999999999999,52.77163177800003,28.858380775,0.171,0.171,0.0,0.0,0.0,0.198,0.156,0.197,0.229,0.161,0.022,0.022,0.022,0.022,0.022,0.022,0.022,0.022,0.022,0.022,0.022,0.022,0.022,0.182,0.0,0.0,0.0,0.0,0.023
|
| 10 |
+
8,0.5243480059999968,0.0024975609999984,0.001858184999989,openml__blood-transfusion-service-center__10101,0.76,0.6837231968810916,0.76,0.529753857894844,0.5287037519999842,0.0027001020666666,0.4111778751166666,0.40855609365,0.8,0.7422027290000001,0.8,0.483310191,0.8224340708333333,2,4,748,-0.04,24.005330601000004,24.85534249,0.48,0.596,0.0,0.0,0.0,0.519,0.501,0.0,0.0,0.523,0.479,0.479,0.479,0.479,0.479,0.479,0.479,0.479,0.479,0.479,0.479,0.479,0.479,0.0,0.0,0.0,0.0,0.0,0.479
|
| 11 |
+
9,0.683357049,0.002083907,0.003628377,openml__breast-cancer__145799,0.724,0.572222222,0.724137931,0.623271668,0.6890693330000001,0.0036480464,0.4910725950333333,0.4890001832666666,0.724,0.683333333,0.724137931,0.607275837,0.9837208247,2,9,286,0.0,36.98268649699998,28.809067924,0.589,0.798,0.0,0.0,0.0,0.644,0.62,0.0,0.0,0.699,0.55,0.55,0.55,0.55,0.55,0.55,0.55,0.55,0.55,0.55,0.55,0.55,0.55,0.629,0.0,0.0,0.0,0.0,0.55
|
| 12 |
+
10,7.534317677,0.122488907,0.088211616,openml__christine__168908,0.747,0.805789682,0.747232472,0.53843966,7.7450182,17.26202825,2.645428466,2.649614014,0.718,0.803461282,0.717712177,0.54356054,22.55707073,2,1636,5418,0.029,331.16304046499994,665.780805546,0.627,0.602,0.0,0.0,0.0,0.531,0.622,0.0,0.0,0.558,0.721,0.593,0.624,0.54,0.588,0.721,0.858,0.609,0.559,0.596,0.519,0.558,0.594,0.0,0.0,0.0,0.0,0.0,0.511
|
| 13 |
+
11,0.7101826414666675,0.0030368920666662,0.0019932594666681,openml__climate-model-simulation-crashes__146819,0.931,0.9199591836734694,0.9308641975308642,0.1817228586090829,0.715212793000002,0.0031530145666666,0.9628938471333334,0.9609364159,0.963,0.995918367,0.962962963,0.095938911,1.9269832776,2,18,540,-0.0319999999999999,24.90149524999991,58.653850509,0.168,0.463,0.0,0.0,0.0,0.216,0.219,0.0,0.0,0.243,0.184,0.184,0.184,0.184,0.184,0.184,0.184,0.184,0.184,0.184,0.184,0.184,0.184,0.0,0.0,0.0,0.0,0.0,0.183
|
| 14 |
+
12,1.767557970499976,0.0041701067500045,0.0038837207499921,openml__cmc__23,0.541,0.7240648784766432,0.5394617101471331,0.9050649778636488,1.7756117979999728,0.0076830162,1.4816383416666667,1.517026279466667,0.612,0.801546795,0.6106029969999999,0.814499658,3.006347637333333,3,9,1473,-0.0709999999999999,78.0940242059999,90.992666256,0.958,0.99,0.0,0.0,0.0,1.066,0.972,0.692,0.871,1.054,0.947,0.947,0.947,0.947,0.947,0.947,0.948,0.947,0.948,0.948,0.948,0.948,0.948,1.166,0.0,1.166,1.191,0.0,1.007
|
| 15 |
+
13,3.116649851,0.0079430004,0.0087920426,openml__colic__27,0.88,0.9136566332,0.8800300302,0.3279212808,3.133384894,0.00626450725,1.039176798725,0.2950731888666666,0.878,0.9257246375,0.8783783785,0.3394817115,1.3405144948416667,2,22,368,0.002,218.03472810699975,39.318811862,0.343,0.374,0.0,0.0,0.0,0.423,0.369,0.0,0.0,0.364,0.316,0.316,0.316,0.316,0.316,0.316,0.316,0.316,0.316,0.316,0.316,0.316,0.316,0.334,0.0,0.0,0.0,0.0,0.313
|
| 16 |
+
14,16.10980553899992,0.1664539639999702,0.0753670149999834,openml__connect-4__146195,0.821,0.8714282929352183,0.7935125192418586,0.4735943453577545,16.351626517999875,0.078215876,11.57486992,11.56509022,0.674,0.63279599,0.561726899,0.798451332,23.218176016,3,42,67557,0.1469999999999999,203.91656724100008,696.1219075710001,0.91,0.751,0.0,0.0,0.0,0.508,0.492,0.0,0.0,0.765,0.829,0.829,0.829,0.829,0.829,0.829,0.81,0.829,0.81,0.81,0.81,0.81,0.81,0.0,0.0,0.0,0.0,0.0,0.0
|
| 17 |
+
15,2.2007190675,0.0068596795,0.006668592,openml__cylinder-bands__14954,0.787,0.875876578,0.7870370369999999,0.4432832614999999,2.2142473390000004,0.0086395307333333,1.2392787959,0.1384382922833333,0.796,0.8779803645,0.7962962965,0.426671806,1.3863566189166667,2,37,540,-0.009,93.96384226299988,40.877431747,0.349,0.353,0.0,0.0,0.0,0.51,0.346,0.38,0.0,0.609,0.344,0.344,0.344,0.344,0.344,0.344,0.344,0.344,0.344,0.344,0.344,0.344,0.344,0.0,0.0,0.0,0.0,0.0,0.347
|
| 18 |
+
16,12.705649266000364,0.0253858694999999,0.0240511625,openml__dilbert__168909,0.962,0.9980737767306512,0.9620142602004532,0.1891437944932896,12.755086298000364,20.24626359,2.63832077,2.643935549,0.926,0.994870308,0.926028549,0.207929398,25.528519909000003,5,2000,10000,0.0359999999999999,808.7302073720009,761.177292713,0.461,0.135,0.475,0.623,2.827,0.073,0.348,0.0,0.0,0.274,1.882,0.46,0.356,0.424,0.442,1.882,1.931,0.443,0.37,0.292,0.283,0.361,0.324,0.0,0.0,0.0,0.0,0.0,0.0
|
| 19 |
+
17,1.0613462890000278,0.002148983,0.001866037,openml__dresses-sales__125920,0.54,0.5336617407791462,0.54,0.7372118008245981,1.065361309000028,0.0047379718999999,0.6776733982333333,0.6741126546333334,0.6,0.518883415,0.6,0.680896459,1.3565240247666668,2,12,500,-0.0599999999999999,40.14926567900007,40.88002789,0.793,1.57,0.0,0.0,0.0,0.67,0.791,0.0,0.0,0.855,0.678,0.678,0.678,0.678,0.678,0.678,0.678,0.678,0.678,0.678,0.678,0.678,0.678,0.0,0.0,0.0,0.0,0.0,0.678
|
| 20 |
+
18,1.2137729179999042,0.0040946059999669,0.0018661049999764,openml__ecoli__145977,0.939,0.9864166666666668,0.940891675374434,0.473745157887242,1.2197336289998475,0.0031570047,0.5202862838666666,0.5174876858666667,0.727,0.933968254,0.722274469,0.808689146,1.0409309744333335,8,7,336,0.2119999999999999,73.0581343779998,30.157485255,0.444,0.607,0.0,0.0,0.0,0.416,1.121,0.0,0.0,0.528,0.0,0.0,0.0,0.0,0.0,0.785,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.778
|
| 21 |
+
19,0.7855818209999939,0.0096529170000394,0.0094471759999805,openml__eeg-eye-state__14951,0.892,0.9592269111034244,0.8918558077436582,0.2909743833609272,0.8046819140000138,0.009589148,2.88132878,2.885320427,0.937,0.985335236,0.9372496665,0.1639740025,5.776238355,2,14,14980,-0.045,27.7347285350001,177.537890798,0.674,0.68,0.0,0.0,0.0,1.026,0.868,0.0,0.0,0.813,0.211,0.211,0.211,0.211,0.211,0.211,0.16,0.211,0.16,0.16,0.16,0.16,0.16,0.0,0.0,0.0,0.0,0.0,0.0
|
| 22 |
+
20,2.5907953109999937,0.0022141070000145,0.0031435010000109,openml__elevators__3711,0.892,0.9422155602121648,0.891566265060241,0.2676982953037469,2.596152919000019,0.011595818,3.048263756,3.024166882,0.895,0.954868281,0.895180723,0.235062224,6.084026456,2,18,16599,-0.003,175.79024307999993,186.239942431,0.273,0.267,0.0,0.0,0.0,0.258,0.26,0.0,0.0,0.281,0.273,0.273,0.273,0.273,0.273,0.273,0.257,0.273,0.257,0.257,0.257,0.257,0.257,0.0,0.0,0.0,0.0,0.0,0.092
|
| 23 |
+
21,3.637687279,0.010283656,0.010784698,openml__har__14970,0.978,0.999670225,0.977649721,0.061473148,3.658755633,6.869466946,2.66944197,2.666020572,0.962,0.998168057,0.962103683,0.103501674,12.204929488,6,561,10299,0.016,302.2015474079996,370.311629352,0.15,0.099,0.0,0.0,0.0,0.088,0.084,0.0,0.0,0.1,1.905,0.164,0.222,0.154,0.165,1.905,1.883,0.151,0.118,0.17,0.136,0.121,0.11,0.0,0.0,0.0,0.0,0.0,0.0
|
| 24 |
+
22,0.5060319539999997,0.0009211037999944,0.0007649834000064,openml__heart-c__48,0.839,0.9016806722689076,0.8387096774193548,0.3848725473147411,0.5077180412000005,0.0070161615,0.7472180953333333,0.5735516052333334,0.839,0.945378151,0.838709677,0.305099716,1.3277858620666665,2,13,303,0.0,20.763378017000058,39.833575862,0.257,0.305,0.0,0.0,0.0,0.384,0.399,0.366,0.336,0.463,0.268,0.268,0.268,0.268,0.268,0.268,0.268,0.268,0.268,0.268,0.268,0.268,0.268,0.334,0.0,0.0,0.0,0.0,0.266
|
| 25 |
+
23,1.646659345,0.008067571,0.010838793,openml__higgs__146606,0.714,0.789788004,0.714227435,0.550702851,1.665565709,0.029005587,15.54555114,15.54479229,0.665,0.718481195,0.664558899,0.616013883,31.119349017,2,28,98050,0.0489999999999999,80.32815223099976,931.453607834,0.657,0.622,0.0,0.0,0.0,0.619,0.593,0.0,0.0,0.588,0.639,0.639,0.639,0.639,0.639,0.639,0.616,0.639,0.616,0.616,0.616,0.616,0.616,0.0,0.0,0.0,0.0,0.603,0.0
|
| 26 |
+
24,1.4284999560000031,0.0019136319999972,0.0013436509999991,openml__kc1__3917,0.848,0.7827715355805244,0.8483412322274881,0.3705616047255672,1.4317572389999995,0.0039983374333333,2.802545583633333,2.804047886766667,0.848,0.8334497209999999,0.848341232,0.343851776,5.610591807833334,2,21,2109,0.0,48.68953584500001,168.444710009,1.036,0.387,0.0,0.0,0.0,0.357,0.392,0.0,0.0,0.371,0.35,0.35,0.35,0.35,0.35,0.35,0.35,0.35,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.339
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| 27 |
+
25,11.80475593,0.565833611,0.627260543,openml__poker-hand__9890,0.946,0.904151165,0.940036058,0.294163927,12.997850084,0.204482389,99.70247543,100.0869051,0.538,0.526817707,0.460420564,0.97826943,199.993862919,10,10,1025009,0.4079999999999999,5331.2158255689965,2422.621081536,0.929,0.582,0.0,0.0,0.0,0.011,0.002,0.0,0.0,0.023,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 28 |
+
26,22.8978285,0.044061628,0.041596603,openml__riccardo__168338,0.995,0.999322667,0.9945,0.067689156,22.983486731,41.65315646,2.850443753,2.859815671,0.955,0.994027333,0.9545,0.236307706,47.363415884,2,4296,20000,0.04,692.077559765,1395.120138703,0.277,0.115,0.0,0.0,0.0,0.055,0.048,0.0,0.0,0.047,0.595,0.314,0.226,0.34,0.25,0.595,0.629,0.448,0.252,0.129,0.352,0.144,0.375,0.0,0.0,0.0,0.0,0.0,0.0
|
| 29 |
+
27,21.52100564,0.064050898,0.064181641,openml__robert__168332,0.455,0.863807251,0.45238274,1.550217812,21.649238179,82.24773821,2.572721582,2.570836216,0.246,0.732318267,0.219929961,2.035676521,87.391296008,10,7200,10000,0.209,598.6642134619999,963.968665696,1.892,1.874,0.0,0.0,0.0,2.103,2.218,0.0,0.0,2.819,2.319,1.854,2.034,2.092,1.85,2.319,2.343,1.948,1.785,1.998,2.074,1.779,1.884,0.0,0.0,0.0,0.0,0.0,0.0
|
| 30 |
+
28,34.98679879200006,0.1007127519999357,0.0917363049999266,openml__volkert__168331,0.67,0.9236484636544132,0.6598869395543814,0.9568509029322412,35.17924784899992,3.614878545,5.87164821,5.867251964,0.569,0.861786603,0.511191627,1.237311835,15.353778719,10,180,58310,0.101,229.9278665180002,458.74335163,1.765,1.14,0.0,0.0,0.0,1.088,1.107,0.0,0.0,1.128,2.248,1.444,0.0,1.344,1.416,2.248,2.245,1.38,1.369,0.0,1.279,1.34,1.282,0.0,0.0,0.0,0.0,0.0,0.0
|
03_2024_tt_hard_main_plotting_data/main_plotting_data_TACE__test.csv
ADDED
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| 1 |
+
,time__train_x,time__val_x,time__test_x,dataset_name,CatBoost_Accuracy__test,CatBoost_AUC__test,CatBoost_F1__test,CatBoost_Log Loss__test,CatBoost__runtime,time__train_y,time__val_y,time__test_y,TabPFNs3000_Accuracy__test,TabPFNs3000_AUC__test,TabPFNs3000_F1__test,Log Loss__test,TabPFNs3000__runtime,Classes,Features,Samples,Delta,CatBoost__runtime_cumul,TabPFNs3000__runtime_cumul,_ft_TACE__test,_pt100_TACE__test,_pt100-pca_TACE__test,_pt100-prop_TACE__test,_pt100-rand_TACE__test,_pt100-uniform_bptt_128_TACE__test,_pt1000_TACE__test,_pt1000-10ens-randinit-avg-top2_TACE__test,_pt1000-10ens-randinit-avg-top2-unif_bptt_128_TACE__test,_pt1000-uniform_bptt_128_TACE__test,_zs-32_TACE__test,_zs-ica-32_ica_TACE__test,_zs-isomap-32_isomap_TACE__test,_zs-mutual_information-32_mutual_information_TACE__test,_zs-pca_white-32_pca_white_TACE__test,_zs-random-32_random_TACE__test,_zs-random-32_rdq_3000_random_TACE__test,_zs-sparse_random_projection-32_sparse_random_projection_TACE__test,_zs-ica-32_rdq_3000_ica_TACE__test,_zs-isomap-32_rdq_3000_isomap_TACE__test,_zs-mutual_information-32_rdq_3000_mutual_information_TACE__test,_zs-pca_white-32_rdq_3000_pca_white_TACE__test,_zs-sparse_random_projection-32_rdq_3000_sparse_random_projection_TACE__test,_pt1000-10ens-randinit-avg-top1-unif-stopearly-mutinf_bptt_128_TACE__test,_zs-random-32_bptt_128_random_TACE__test,_pt1000-10ens-randinit-avg-top1-unif-stopearly_bptt_128_TACE__test,_pt1000-10ens-randinit-avg-top2-unif-stopearly_bptt_128_TACE__test,_pt10-5ens-randinit-avg-top1-highlr-longep_TACE__test,TuneTables_TACE__test
|
| 2 |
+
0,5.470622146000058,0.3081685930000711,0.2697746459999158,openml__Agrawal1__146093,0.95,0.9922524338093052,0.95028,0.1015905347595692,6.048565385000045,0.0257159914999999,216.10440818333333,216.100852075,0.946,0.991382224,0.94613,0.118412576,432.23097624983336,2,9,1000000,0.004,142.21880345900058,5158.457872427,1.566,2.24,2.237,2.035,2.237,0.012,0.014,0.014,0.01,0.014,0.038,0.038,0.038,0.038,0.038,0.038,0.031,0.038,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.013
|
| 3 |
+
1,6.712467547000415,0.333046784000544,0.2795216579997941,openml__BNG(labor)__2137,0.971,0.995435226212942,0.9709,0.0789120235817314,7.325035989000753,0.0404576729166666,229.75083339166667,230.02355321666667,0.938,0.982160934,0.93836,0.158320097,459.81484428125,2,16,1000000,0.033,226.24090193899963,5517.778131375,0.022,0.016,0.0,0.0,0.0,0.016,0.016,0.0,0.017,0.017,0.017,0.017,0.017,0.017,0.017,0.017,0.007,0.017,0.007,0.007,0.007,0.007,0.007,0.0,0.0,0.0,0.0,0.0,0.017
|
| 4 |
+
2,1.5888877130000765,0.0934003419999953,0.0894851520001793,openml__BNG(vote)__212,0.975,0.9965480960796268,0.975358559658224,0.0690769146346344,1.7717732070002512,0.0181596289666666,32.898036691,32.942841675,0.968,0.994735757,0.967958499,0.089439914,65.85903799496666,2,16,131072,0.007,42.33509391500075,1975.771139849,0.019,0.015,0.0,0.0,0.0,0.014,0.016,0.0,0.015,0.016,0.021,0.021,0.021,0.021,0.021,0.021,0.015,0.021,0.015,0.015,0.015,0.015,0.015,0.0,0.0,0.0,0.0,0.0,0.015
|
| 5 |
+
3,7.746180762999984,0.024661285,0.039857836,openml__Bioresponse__9910,0.803,0.8785657007692176,0.8026666668333333,0.4413562428209103,7.810699883999984,15.97173061,2.510121327,2.535230565,0.819,0.885324779,0.818666667,0.426594963,21.017082502,2,1776,3751,-0.0159999999999999,112.8807289969997,637.6825195179999,0.099,0.101,0.0,0.0,0.0,0.096,0.104,0.095,0.103,0.098,0.126,0.097,0.121,0.077,0.092,0.126,0.14,0.091,0.089,0.115,0.087,0.086,0.087,0.0,0.0,0.0,0.0,0.0,
|
| 6 |
+
4,3.756384093333357,0.2087500393336085,0.1790102806668679,openml__Click_prediction_small__7294,0.842,0.7411903247483873,0.8420754877566449,0.3931113538083483,4.144144413333834,0.00419184864,205.15669212,205.23646846,0.834,0.660424981,0.834190276,0.438609122,410.39735242864,2,11,1997410,0.008,84.52601750300504,10420.932464965,0.525,0.05,0.0,0.0,0.0,0.041,0.05,0.0,0.045,0.042,0.049,0.049,0.049,0.049,0.049,0.049,0.05,0.049,0.05,0.05,0.05,0.05,0.05,0.0,0.0,0.0,0.0,0.0,0.045
|
| 7 |
+
5,7.002171533999899,0.1658183260000214,0.1667769039999029,openml__airlines__189354,0.664,0.715663080898347,0.6638424887372772,0.6102318729770216,7.334766763999823,0.107881647,46.35491462,46.32232302,0.602,0.627776793,0.601505432,0.662776883,92.785119287,2,7,539383,0.062,154.94846123799965,2601.905862934,1.175,2.432,0.0,0.0,0.0,0.034,0.034,0.036,0.038,0.03,0.027,0.027,0.027,0.027,0.027,0.027,0.025,0.027,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038
|
| 8 |
+
6,32.9199185,1.065179694,1.028028079,openml__albert__189356,0.702,0.772683423,0.701650832,0.570533593,35.013126273000005,0.290836405,61.83054206,61.85995655,0.637,0.686704832,0.637146082,0.642012404,123.981335015,2,78,425240,0.0649999999999999,1077.832535778998,2363.26732168,0.364,1.709,0.0,0.0,0.0,0.037,1.682,0.042,0.038,0.036,0.018,0.018,0.018,0.018,0.018,0.018,0.012,0.018,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.038
|
| 9 |
+
7,2.0969730230000003,0.004232093,0.0037586944999999,openml__balance-scale__11,0.871,0.9269704435,0.8766434679999999,0.315155614,2.1049638105000006,0.0034269484611111,0.4837116587,0.4804506585166667,0.984,0.9986590038333332,0.9841059798333334,0.0376524361666666,0.9675892656777778,3,4,625,-0.1129999999999999,52.77163177800003,28.858380775,0.218,0.158,0.0,0.0,0.0,0.136,0.175,0.19,0.131,0.148,0.048,0.048,0.048,0.048,0.048,0.048,0.048,0.048,0.048,0.048,0.048,0.048,0.048,0.137,0.0,0.0,0.0,0.0,
|
| 10 |
+
8,0.5243480059999968,0.0024975609999984,0.001858184999989,openml__blood-transfusion-service-center__10101,0.76,0.6837231968810916,0.76,0.529753857894844,0.5287037519999842,0.0027001020666666,0.4111778751166666,0.40855609365,0.8,0.7422027290000001,0.8,0.483310191,0.8224340708333333,2,4,748,-0.04,24.005330601000004,24.85534249,0.192,0.213,0.0,0.0,0.0,0.203,0.198,0.179,0.208,0.182,0.188,0.188,0.188,0.188,0.188,0.188,0.188,0.188,0.188,0.188,0.188,0.188,0.188,0.0,0.0,0.0,0.0,0.0,
|
| 11 |
+
9,0.683357049,0.002083907,0.003628377,openml__breast-cancer__145799,0.724,0.572222222,0.724137931,0.623271668,0.6890693330000001,0.0036480464,0.4910725950333333,0.4890001832666666,0.724,0.683333333,0.724137931,0.607275837,0.9837208247,2,9,286,0.0,36.98268649699998,28.809067924,0.247,0.278,0.0,0.0,0.0,0.326,0.316,0.332,0.305,0.343,0.34,0.34,0.34,0.34,0.34,0.34,0.34,0.34,0.34,0.34,0.34,0.34,0.34,0.322,0.0,0.0,0.0,0.0,
|
| 12 |
+
10,7.534317677,0.122488907,0.088211616,openml__christine__168908,0.747,0.805789682,0.747232472,0.53843966,7.7450182,17.26202825,2.645428466,2.649614014,0.718,0.803461282,0.717712177,0.54356054,22.55707073,2,1636,5418,0.029,331.16304046499994,665.780805546,2.282,2.05,0.0,0.0,0.0,0.072,1.83,0.112,0.075,0.083,0.237,0.086,0.094,0.079,0.079,0.237,0.326,0.096,0.081,0.086,0.07,0.085,0.099,0.0,0.0,0.0,0.0,0.0,
|
| 13 |
+
11,0.7101826414666675,0.0030368920666662,0.0019932594666681,openml__climate-model-simulation-crashes__146819,0.931,0.9199591836734694,0.9308641975308642,0.1817228586090829,0.715212793000002,0.0031530145666666,0.9628938471333334,0.9609364159,0.963,0.995918367,0.962962963,0.095938911,1.9269832776,2,18,540,-0.0319999999999999,24.90149524999991,58.653850509,0.138,0.148,0.0,0.0,0.0,0.154,0.117,0.15,0.119,0.172,0.121,0.121,0.121,0.121,0.121,0.121,0.121,0.121,0.121,0.121,0.121,0.121,0.121,0.0,0.0,0.0,0.0,0.0,
|
| 14 |
+
12,1.767557970499976,0.0041701067500045,0.0038837207499921,openml__cmc__23,0.541,0.7240648784766432,0.5394617101471331,0.9050649778636488,1.7756117979999728,0.0076830162,1.4816383416666667,1.517026279466667,0.612,0.801546795,0.6106029969999999,0.814499658,3.006347637333333,3,9,1473,-0.0709999999999999,78.0940242059999,90.992666256,0.164,0.176,0.0,0.0,0.0,0.191,0.167,0.168,0.183,0.154,0.172,0.172,0.172,0.172,0.172,0.172,0.17,0.172,0.17,0.17,0.17,0.17,0.17,0.183,0.0,0.183,0.182,0.0,0.181
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| 15 |
+
13,3.116649851,0.0079430004,0.0087920426,openml__colic__27,0.88,0.9136566332,0.8800300302,0.3279212808,3.133384894,0.00626450725,1.039176798725,0.2950731888666666,0.878,0.9257246375,0.8783783785,0.3394817115,1.3405144948416667,2,22,368,0.002,218.03472810699975,39.318811862,0.193,0.2,0.0,0.0,0.0,0.201,0.175,0.244,0.148,0.15,0.183,0.183,0.183,0.183,0.183,0.183,0.183,0.183,0.183,0.183,0.183,0.183,0.183,0.165,0.0,0.0,0.0,0.0,
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| 16 |
+
14,16.10980553899992,0.1664539639999702,0.0753670149999834,openml__connect-4__146195,0.821,0.8714282929352183,0.7935125192418586,0.4735943453577545,16.351626517999875,0.078215876,11.57486992,11.56509022,0.674,0.63279599,0.561726899,0.798451332,23.218176016,3,42,67557,0.1469999999999999,203.91656724100008,696.1219075710001,0.56,1.447,0.0,0.0,0.0,0.062,0.05,0.084,0.113,0.122,0.055,0.055,0.055,0.055,0.055,0.055,0.057,0.055,0.057,0.057,0.057,0.057,0.057,0.0,0.0,0.0,0.0,0.0,0.097
|
| 17 |
+
15,2.2007190675,0.0068596795,0.006668592,openml__cylinder-bands__14954,0.787,0.875876578,0.7870370369999999,0.4432832614999999,2.2142473390000004,0.0086395307333333,1.2392787959,0.1384382922833333,0.796,0.8779803645,0.7962962965,0.426671806,1.3863566189166667,2,37,540,-0.009,93.96384226299988,40.877431747,0.214,0.21,0.0,0.0,0.0,0.25,0.207,0.226,0.0,0.199,0.217,0.217,0.217,0.217,0.217,0.217,0.217,0.217,0.217,0.217,0.217,0.217,0.217,0.0,0.0,0.0,0.0,0.0,
|
| 18 |
+
16,12.705649266000364,0.0253858694999999,0.0240511625,openml__dilbert__168909,0.962,0.9980737767306512,0.9620142602004532,0.1891437944932896,12.755086298000364,20.24626359,2.63832077,2.643935549,0.926,0.994870308,0.926028549,0.207929398,25.528519909000003,5,2000,10000,0.0359999999999999,808.7302073720009,761.177292713,0.057,0.037,1.363,1.152,0.822,0.022,0.076,0.024,0.014,0.051,0.124,0.073,0.078,0.063,0.07,0.124,0.124,0.072,0.073,0.068,0.058,0.071,0.071,0.0,0.0,0.0,0.0,0.0,0.014
|
| 19 |
+
17,1.0613462890000278,0.002148983,0.001866037,openml__dresses-sales__125920,0.54,0.5336617407791462,0.54,0.7372118008245981,1.065361309000028,0.0047379718999999,0.6776733982333333,0.6741126546333334,0.6,0.518883415,0.6,0.680896459,1.3565240247666668,2,12,500,-0.0599999999999999,40.14926567900007,40.88002789,0.361,0.344,0.0,0.0,0.0,0.287,0.326,0.0,0.0,0.334,0.326,0.326,0.326,0.326,0.326,0.326,0.326,0.326,0.326,0.326,0.326,0.326,0.326,0.0,0.0,0.0,0.0,0.0,
|
| 20 |
+
18,1.2137729179999042,0.0040946059999669,0.0018661049999764,openml__ecoli__145977,0.939,0.9864166666666668,0.940891675374434,0.473745157887242,1.2197336289998475,0.0031570047,0.5202862838666666,0.5174876858666667,0.727,0.933968254,0.722274469,0.808689146,1.0409309744333335,8,7,336,0.2119999999999999,73.0581343779998,30.157485255,0.085,0.09,0.0,0.0,0.0,0.115,0.099,0.0,0.0,0.1,0.0,0.0,0.0,0.0,0.0,0.114,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,
|
| 21 |
+
19,0.7855818209999939,0.0096529170000394,0.0094471759999805,openml__eeg-eye-state__14951,0.892,0.9592269111034244,0.8918558077436582,0.2909743833609272,0.8046819140000138,0.009589148,2.88132878,2.885320427,0.937,0.985335236,0.9372496665,0.1639740025,5.776238355,2,14,14980,-0.045,27.7347285350001,177.537890798,1.087,1.137,0.0,0.0,0.0,0.162,0.102,0.119,0.098,0.086,0.043,0.043,0.043,0.043,0.043,0.043,0.037,0.043,0.037,0.037,0.037,0.037,0.037,0.0,0.0,0.0,0.0,0.0,0.098
|
| 22 |
+
20,2.5907953109999937,0.0022141070000145,0.0031435010000109,openml__elevators__3711,0.892,0.9422155602121648,0.891566265060241,0.2676982953037469,2.596152919000019,0.011595818,3.048263756,3.024166882,0.895,0.954868281,0.895180723,0.235062224,6.084026456,2,18,16599,-0.003,175.79024307999993,186.239942431,0.038,0.041,0.0,0.0,0.0,0.042,0.038,0.043,0.04,0.056,0.038,0.038,0.038,0.038,0.038,0.038,0.043,0.038,0.043,0.043,0.043,0.043,0.043,0.0,0.0,0.0,0.0,0.0,0.044
|
| 23 |
+
21,3.637687279,0.010283656,0.010784698,openml__har__14970,0.978,0.999670225,0.977649721,0.061473148,3.658755633,6.869466946,2.66944197,2.666020572,0.962,0.998168057,0.962103683,0.103501674,12.204929488,6,561,10299,0.016,302.2015474079996,370.311629352,0.046,0.038,0.0,0.0,0.0,0.023,0.03,0.025,0.0,0.025,0.206,0.061,0.069,0.045,0.058,0.206,0.193,0.047,0.046,0.055,0.044,0.044,0.037,0.0,0.0,0.0,0.0,0.0,0.025
|
| 24 |
+
22,0.5060319539999997,0.0009211037999944,0.0007649834000064,openml__heart-c__48,0.839,0.9016806722689076,0.8387096774193548,0.3848725473147411,0.5077180412000005,0.0070161615,0.7472180953333333,0.5735516052333334,0.839,0.945378151,0.838709677,0.305099716,1.3277858620666665,2,13,303,0.0,20.763378017000058,39.833575862,0.211,0.167,0.0,0.0,0.0,0.234,0.204,0.208,0.208,0.172,0.213,0.213,0.213,0.213,0.213,0.213,0.213,0.213,0.213,0.213,0.213,0.213,0.213,0.196,0.0,0.0,0.0,0.0,
|
| 25 |
+
23,1.646659345,0.008067571,0.010838793,openml__higgs__146606,0.714,0.789788004,0.714227435,0.550702851,1.665565709,0.029005587,15.54555114,15.54479229,0.665,0.718481195,0.664558899,0.616013883,31.119349017,2,28,98050,0.0489999999999999,80.32815223099976,931.453607834,1.404,1.716,0.0,0.0,0.0,0.084,0.062,0.07,0.043,0.055,0.03,0.03,0.03,0.03,0.03,0.03,0.026,0.03,0.026,0.026,0.026,0.026,0.026,0.0,0.0,0.0,0.0,0.038,0.043
|
| 26 |
+
24,1.4284999560000031,0.0019136319999972,0.0013436509999991,openml__kc1__3917,0.848,0.7827715355805244,0.8483412322274881,0.3705616047255672,1.4317572389999995,0.0039983374333333,2.802545583633333,2.804047886766667,0.848,0.8334497209999999,0.848341232,0.343851776,5.610591807833334,2,21,2109,0.0,48.68953584500001,168.444710009,0.087,0.106,0.0,0.0,0.0,0.092,0.104,0.0,0.0,0.087,0.102,0.102,0.102,0.102,0.102,0.102,0.101,0.102,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,
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| 27 |
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25,11.80475593,0.565833611,0.627260543,openml__poker-hand__9890,0.946,0.904151165,0.940036058,0.294163927,12.997850084,0.204482389,99.70247543,100.0869051,0.538,0.526817707,0.460420564,0.97826943,199.993862919,10,10,1025009,0.4079999999999999,5331.2158255689965,2422.621081536,0.951,0.038,0.0,0.0,0.0,0.024,0.014,0.031,0.061,0.045,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.044
|
| 28 |
+
26,22.8978285,0.044061628,0.041596603,openml__riccardo__168338,0.995,0.999322667,0.9945,0.067689156,22.983486731,41.65315646,2.850443753,2.859815671,0.955,0.994027333,0.9545,0.236307706,47.363415884,2,4296,20000,0.04,692.077559765,1395.120138703,0.091,0.034,0.0,0.0,0.0,0.023,0.02,0.012,0.0,0.017,0.08,0.136,0.044,0.152,0.071,0.08,0.116,0.215,0.152,0.039,0.22,0.073,0.232,0.0,0.0,0.0,0.0,0.0,0.012
|
| 29 |
+
27,21.52100564,0.064050898,0.064181641,openml__robert__168332,0.455,0.863807251,0.45238274,1.550217812,21.649238179,82.24773821,2.572721582,2.570836216,0.246,0.732318267,0.219929961,2.035676521,87.391296008,10,7200,10000,0.209,598.6642134619999,963.968665696,0.046,0.062,0.0,0.0,0.0,0.111,0.114,0.089,0.101,0.16,0.052,0.049,0.042,0.046,0.051,0.052,0.049,0.049,0.054,0.045,0.043,0.053,0.048,0.0,0.0,0.0,0.0,0.0,0.08
|
| 30 |
+
28,34.98679879200006,0.1007127519999357,0.0917363049999266,openml__volkert__168331,0.67,0.9236484636544132,0.6598869395543814,0.9568509029322412,35.17924784899992,3.614878545,5.87164821,5.867251964,0.569,0.861786603,0.511191627,1.237311835,15.353778719,10,180,58310,0.101,229.9278665180002,458.74335163,0.408,0.044,0.0,0.0,0.0,0.068,0.06,0.064,0.088,0.064,0.058,0.036,0.0,0.03,0.038,0.058,0.052,0.036,0.04,0.0,0.032,0.04,0.036,0.0,0.0,0.0,0.0,0.0,0.064
|
03_2024_tt_hard_main_plotting_data/main_plotting_data__runtime.csv
ADDED
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| 1 |
+
,time__train_x,time__val_x,time__test_x,dataset_name,CatBoost_Accuracy__test,CatBoost_AUC__test,CatBoost_F1__test,CatBoost_Log Loss__test,CatBoost__runtime,time__train_y,time__val_y,time__test_y,TabPFNs3000_Accuracy__test,TabPFNs3000_AUC__test,TabPFNs3000_F1__test,Log Loss__test,TabPFNs3000__runtime,Classes,Features,Samples,Delta,CatBoost__runtime_cumul,TabPFNs3000__runtime_cumul,_ft__runtime,_pt100__runtime,_pt100-pca__runtime,_pt100-prop__runtime,_pt100-rand__runtime,_pt100-uniform_bptt_128__runtime,_pt1000__runtime,_pt1000-10ens-randinit-avg-top2__runtime,_pt1000-10ens-randinit-avg-top2-unif_bptt_128__runtime,_pt1000-uniform_bptt_128__runtime,_zs-32__runtime,_zs-ica-32_ica__runtime,_zs-isomap-32_isomap__runtime,_zs-mutual_information-32_mutual_information__runtime,_zs-pca_white-32_pca_white__runtime,_zs-random-32_random__runtime,_zs-random-32_rdq_3000_random__runtime,_zs-sparse_random_projection-32_sparse_random_projection__runtime,_zs-ica-32_rdq_3000_ica__runtime,_zs-isomap-32_rdq_3000_isomap__runtime,_zs-mutual_information-32_rdq_3000_mutual_information__runtime,_zs-pca_white-32_rdq_3000_pca_white__runtime,_zs-sparse_random_projection-32_rdq_3000_sparse_random_projection__runtime,_pt1000-10ens-randinit-avg-top1-unif-stopearly-mutinf_bptt_128__runtime,_zs-random-32_bptt_128_random__runtime,_pt1000-10ens-randinit-avg-top1-unif-stopearly_bptt_128__runtime,_pt1000-10ens-randinit-avg-top2-unif-stopearly_bptt_128__runtime,_pt10-5ens-randinit-avg-top1-highlr-longep__runtime,TuneTables__runtime
|
| 2 |
+
0,5.470622146000058,0.3081685930000711,0.2697746459999158,openml__Agrawal1__146093,0.95,0.9922524338093052,0.95028,0.1015905347595692,6.048565385000045,0.0257159914999999,216.10440818333333,216.100852075,0.946,0.991382224,0.94613,0.118412576,432.23097624983336,2,9,1000000,0.004,142.21880345900058,5158.457872427,576.867,2094.731,2155.172,1557.475,2175.196,1795.344,3232.792,6741.296,8046.395,5126.982,84.26,84.644,84.494,84.567,84.55,84.612,141.563,84.593,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,9849.683
|
| 3 |
+
1,6.712467547000415,0.333046784000544,0.2795216579997941,openml__BNG(labor)__2137,0.971,0.995435226212942,0.9709,0.0789120235817314,7.325035989000753,0.0404576729166666,229.75083339166667,230.02355321666667,0.938,0.982160934,0.93836,0.158320097,459.81484428125,2,16,1000000,0.033,226.24090193899963,5517.778131375,112.198,1711.188,0.0,0.0,0.0,3210.884,2860.53,0.0,20756.716,3560.547,89.324,89.431,89.197,89.189,89.183,89.276,146.053,89.322,145.998,145.888,146.062,145.972,145.935,0.0,0.0,0.0,0.0,0.0,20756.716
|
| 4 |
+
2,1.5888877130000765,0.0934003419999953,0.0894851520001793,openml__BNG(vote)__212,0.975,0.9965480960796268,0.975358559658224,0.0690769146346344,1.7717732070002512,0.0181596289666666,32.898036691,32.942841675,0.968,0.994735757,0.967958499,0.089439914,65.85903799496666,2,16,131072,0.007,42.33509391500075,1975.771139849,25.446,157.675,0.0,0.0,0.0,432.449,246.323,0.0,1732.718,439.827,24.734,24.858,25.745,24.891,24.85,24.85,34.081,25.105,34.134,34.111,34.179,34.143,34.062,0.0,0.0,0.0,0.0,0.0,1732.718
|
| 5 |
+
3,7.746180762999984,0.024661285,0.039857836,openml__Bioresponse__9910,0.803,0.8785657007692176,0.8026666668333333,0.4413562428209103,7.810699883999984,15.97173061,2.510121327,2.535230565,0.819,0.885324779,0.818666667,0.426594963,21.017082502,2,1776,3751,-0.0159999999999999,112.8807289969997,637.6825195179999,16.372,25.014,0.0,0.0,0.0,49.006,21.962,51.388,261.923,35.121,18.946,23.02,24.607,39.78,19.866,18.576,22.957,18.915,26.18,27.727,42.886,22.964,21.993,0.0,0.0,0.0,0.0,0.0,21.229
|
| 6 |
+
4,3.756384093333357,0.2087500393336085,0.1790102806668679,openml__Click_prediction_small__7294,0.842,0.7411903247483873,0.8420754877566449,0.3931113538083483,4.144144413333834,0.00419184864,205.15669212,205.23646846,0.834,0.660424981,0.834190276,0.438609122,410.39735242864,2,11,1997410,0.008,84.52601750300504,10420.932464965,442.76,574.955,0.0,0.0,0.0,2183.614,1710.775,0.0,23287.235,2631.773,144.126,144.273,144.052,145.435,144.188,144.011,251.838,144.119,251.94,251.963,251.821,251.956,251.88,0.0,0.0,0.0,0.0,0.0,23287.235
|
| 7 |
+
5,7.002171533999899,0.1658183260000214,0.1667769039999029,openml__airlines__189354,0.664,0.715663080898347,0.6638424887372772,0.6102318729770216,7.334766763999823,0.107881647,46.35491462,46.32232302,0.602,0.627776793,0.601505432,0.662776883,92.785119287,2,7,539383,0.062,154.94846123799965,2601.905862934,202.124,1773.923,0.0,0.0,0.0,4024.653,1725.716,17506.9,22205.979,2737.166,46.682,46.84,46.854,46.879,46.804,46.855,72.368,46.817,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,22205.979
|
| 8 |
+
6,32.9199185,1.065179694,1.028028079,openml__albert__189356,0.702,0.772683423,0.701650832,0.570533593,35.013126273000005,0.290836405,61.83054206,61.85995655,0.637,0.686704832,0.637146082,0.642012404,123.981335015,2,78,425240,0.0649999999999999,1077.832535778998,2363.26732168,175.596,1138.513,0.0,0.0,0.0,850.498,1263.363,4829.524,8319.993,1697.752,74.222,75.127,75.037,75.056,76.133,74.918,99.418,74.864,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,8319.993
|
| 9 |
+
7,2.0969730230000003,0.004232093,0.0037586944999999,openml__balance-scale__11,0.871,0.9269704435,0.8766434679999999,0.315155614,2.1049638105000006,0.0034269484611111,0.4837116587,0.4804506585166667,0.984,0.9986590038333332,0.9841059798333334,0.0376524361666666,0.9675892656777778,3,4,625,-0.1129999999999999,52.77163177800003,28.858380775,16.475,20.323,0.0,0.0,0.0,21.509,19.687,49.167,32.086,22.667,15.06,15.117,15.108,15.103,15.104,18.391,15.163,15.091,15.178,15.123,15.211,15.167,15.197,33.493,0.0,0.0,0.0,0.0,1.091
|
| 10 |
+
8,0.5243480059999968,0.0024975609999984,0.001858184999989,openml__blood-transfusion-service-center__10101,0.76,0.6837231968810916,0.76,0.529753857894844,0.5287037519999842,0.0027001020666666,0.4111778751166666,0.40855609365,0.8,0.7422027290000001,0.8,0.483310191,0.8224340708333333,2,4,748,-0.04,24.005330601000004,24.85534249,17.114,17.248,0.0,0.0,0.0,19.094,22.428,73.043,65.161,20.59,14.746,14.645,14.634,14.582,14.656,14.639,14.99,14.617,14.806,14.77,15.344,14.766,14.723,0.0,0.0,0.0,0.0,0.0,0.81
|
| 11 |
+
9,0.683357049,0.002083907,0.003628377,openml__breast-cancer__145799,0.724,0.572222222,0.724137931,0.623271668,0.6890693330000001,0.0036480464,0.4910725950333333,0.4890001832666666,0.724,0.683333333,0.724137931,0.607275837,0.9837208247,2,9,286,0.0,36.98268649699998,28.809067924,19.07,17.317,0.0,0.0,0.0,19.268,16.385,55.138,28.103,18.924,15.498,15.469,15.803,15.556,15.495,15.515,15.604,15.502,15.569,15.575,15.794,15.637,15.81,26.08,0.0,0.0,0.0,0.0,0.692
|
| 12 |
+
10,7.534317677,0.122488907,0.088211616,openml__christine__168908,0.747,0.805789682,0.747232472,0.53843966,7.7450182,17.26202825,2.645428466,2.649614014,0.718,0.803461282,0.717712177,0.54356054,22.55707073,2,1636,5418,0.029,331.16304046499994,665.780805546,31.135,38.065,0.0,0.0,0.0,86.304,51.348,96.216,263.671,41.985,24.217,31.633,37.194,51.075,25.904,24.306,29.885,24.666,38.927,42.703,56.812,31.095,30.242,0.0,0.0,0.0,0.0,0.0,22.221
|
| 13 |
+
11,0.7101826414666675,0.0030368920666662,0.0019932594666681,openml__climate-model-simulation-crashes__146819,0.931,0.9199591836734694,0.9308641975308642,0.1817228586090829,0.715212793000002,0.0031530145666666,0.9628938471333334,0.9609364159,0.963,0.995918367,0.962962963,0.095938911,1.9269832776,2,18,540,-0.0319999999999999,24.90149524999991,58.653850509,16.127,21.266,0.0,0.0,0.0,20.723,18.723,128.653,35.412,20.101,15.687,15.717,15.729,15.76,15.746,15.693,15.885,15.715,15.929,15.832,16.502,15.799,15.977,0.0,0.0,0.0,0.0,0.0,1.93
|
| 14 |
+
12,1.767557970499976,0.0041701067500045,0.0038837207499921,openml__cmc__23,0.541,0.7240648784766432,0.5394617101471331,0.9050649778636488,1.7756117979999728,0.0076830162,1.4816383416666667,1.517026279466667,0.612,0.801546795,0.6106029969999999,0.814499658,3.006347637333333,3,9,1473,-0.0709999999999999,78.0940242059999,90.992666256,16.84,21.261,0.0,0.0,0.0,21.387,23.923,56.731,40.617,22.424,16.1,16.283,16.104,16.173,16.05,19.8,16.382,16.076,16.175,16.428,16.219,16.221,16.327,68.451,0.0,38.439,45.804,0.0,90.359
|
| 15 |
+
13,3.116649851,0.0079430004,0.0087920426,openml__colic__27,0.88,0.9136566332,0.8800300302,0.3279212808,3.133384894,0.00626450725,1.039176798725,0.2950731888666666,0.878,0.9257246375,0.8783783785,0.3394817115,1.3405144948416667,2,22,368,0.002,218.03472810699975,39.318811862,16.138,18.811,0.0,0.0,0.0,21.315,19.314,55.2,32.04,18.346,15.725,15.684,15.731,15.809,16.21,15.86,16.226,15.851,16.244,16.307,16.364,16.297,16.387,26.178,0.0,0.0,0.0,0.0,0.969
|
| 16 |
+
14,16.10980553899992,0.1664539639999702,0.0753670149999834,openml__connect-4__146195,0.821,0.8714282929352183,0.7935125192418586,0.4735943453577545,16.351626517999875,0.078215876,11.57486992,11.56509022,0.674,0.63279599,0.561726899,0.798451332,23.218176016,3,42,67557,0.1469999999999999,203.91656724100008,696.1219075710001,52.465,193.432,0.0,0.0,0.0,501.219,260.053,2560.032,3727.526,538.135,21.596,21.705,21.885,21.578,21.729,21.698,28.461,21.587,28.416,28.455,28.377,28.541,28.321,0.0,0.0,0.0,0.0,0.0,3712.69
|
| 17 |
+
15,2.2007190675,0.0068596795,0.006668592,openml__cylinder-bands__14954,0.787,0.875876578,0.7870370369999999,0.4432832614999999,2.2142473390000004,0.0086395307333333,1.2392787959,0.1384382922833333,0.796,0.8779803645,0.7962962965,0.426671806,1.3863566189166667,2,37,540,-0.009,93.96384226299988,40.877431747,17.684,21.415,0.0,0.0,0.0,22.352,17.841,65.148,0.0,20.745,16.026,16.153,16.063,16.106,16.15,19.178,16.286,16.136,16.349,16.131,16.262,16.17,16.141,0.0,0.0,0.0,0.0,0.0,1.031
|
| 18 |
+
16,12.705649266000364,0.0253858694999999,0.0240511625,openml__dilbert__168909,0.962,0.9980737767306512,0.9620142602004532,0.1891437944932896,12.755086298000364,20.24626359,2.63832077,2.643935549,0.926,0.994870308,0.926028549,0.207929398,25.528519909000003,5,2000,10000,0.0359999999999999,808.7302073720009,761.177292713,21.31,40.191,68.56,87.061,28.469,104.04,75.391,439.539,687.848,87.176,21.277,32.36,68.462,89.388,24.013,21.57,26.673,21.172,38.913,76.339,95.017,28.331,26.486,0.0,0.0,0.0,0.0,0.0,687.848
|
| 19 |
+
17,1.0613462890000278,0.002148983,0.001866037,openml__dresses-sales__125920,0.54,0.5336617407791462,0.54,0.7372118008245981,1.065361309000028,0.0047379718999999,0.6776733982333333,0.6741126546333334,0.6,0.518883415,0.6,0.680896459,1.3565240247666668,2,12,500,-0.0599999999999999,40.14926567900007,40.88002789,16.618,24.572,0.0,0.0,0.0,19.042,17.247,0.0,0.0,17.56,15.557,15.576,16.268,15.802,15.7,15.646,16.375,15.653,17.599,16.712,16.263,15.765,16.335,0.0,0.0,0.0,0.0,0.0,1.354
|
| 20 |
+
18,1.2137729179999042,0.0040946059999669,0.0018661049999764,openml__ecoli__145977,0.939,0.9864166666666668,0.940891675374434,0.473745157887242,1.2197336289998475,0.0031570047,0.5202862838666666,0.5174876858666667,0.727,0.933968254,0.722274469,0.808689146,1.0409309744333335,8,7,336,0.2119999999999999,73.0581343779998,30.157485255,17.456,22.272,0.0,0.0,0.0,22.103,20.683,0.0,0.0,22.151,0.0,0.0,0.0,0.0,0.0,18.615,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.724
|
| 21 |
+
19,0.7855818209999939,0.0096529170000394,0.0094471759999805,openml__eeg-eye-state__14951,0.892,0.9592269111034244,0.8918558077436582,0.2909743833609272,0.8046819140000138,0.009589148,2.88132878,2.885320427,0.937,0.985335236,0.9372496665,0.1639740025,5.776238355,2,14,14980,-0.045,27.7347285350001,177.537890798,20.194,39.71,0.0,0.0,0.0,73.604,64.26,589.517,984.638,59.353,17.191,17.201,17.192,17.255,17.235,17.255,21.387,17.232,21.442,21.527,21.549,21.521,21.52,0.0,0.0,0.0,0.0,0.0,984.638
|
| 22 |
+
20,2.5907953109999937,0.0022141070000145,0.0031435010000109,openml__elevators__3711,0.892,0.9422155602121648,0.891566265060241,0.2676982953037469,2.596152919000019,0.011595818,3.048263756,3.024166882,0.895,0.954868281,0.895180723,0.235062224,6.084026456,2,18,16599,-0.003,175.79024307999993,186.239942431,18.427,53.982,0.0,0.0,0.0,117.895,50.18,279.479,395.355,102.171,17.267,17.35,17.347,17.365,17.402,17.549,21.439,17.39,21.696,21.511,21.764,21.498,21.484,0.0,0.0,0.0,0.0,0.0,210.698
|
| 23 |
+
21,3.637687279,0.010283656,0.010784698,openml__har__14970,0.978,0.999670225,0.977649721,0.061473148,3.658755633,6.869466946,2.66944197,2.666020572,0.962,0.998168057,0.962103683,0.103501674,12.204929488,6,561,10299,0.016,302.2015474079996,370.311629352,19.024,41.291,0.0,0.0,0.0,79.725,54.671,369.9,0.0,100.03,19.712,23.519,68.708,39.34,20.544,21.305,25.019,19.67,29.19,75.12,44.848,26.075,24.93,0.0,0.0,0.0,0.0,0.0,369.9
|
| 24 |
+
22,0.5060319539999997,0.0009211037999944,0.0007649834000064,openml__heart-c__48,0.839,0.9016806722689076,0.8387096774193548,0.3848725473147411,0.5077180412000005,0.0070161615,0.7472180953333333,0.5735516052333334,0.839,0.945378151,0.838709677,0.305099716,1.3277858620666665,2,13,303,0.0,20.763378017000058,39.833575862,17.558,25.302,0.0,0.0,0.0,19.99,21.732,56.842,46.263,22.479,15.571,15.738,15.638,15.589,15.642,18.948,15.763,15.674,15.725,15.772,16.398,15.738,15.739,27.346,0.0,0.0,0.0,0.0,0.963
|
| 25 |
+
23,1.646659345,0.008067571,0.010838793,openml__higgs__146606,0.714,0.789788004,0.714227435,0.550702851,1.665565709,0.029005587,15.54555114,15.54479229,0.665,0.718481195,0.664558899,0.616013883,31.119349017,2,28,98050,0.0489999999999999,80.32815223099976,931.453607834,47.955,276.008,0.0,0.0,0.0,717.426,313.673,2920.974,5046.889,489.993,23.021,22.974,23.144,23.106,23.049,23.012,30.92,23.053,30.911,30.913,30.961,30.884,31.063,0.0,0.0,0.0,0.0,1582.725,5046.889
|
| 26 |
+
24,1.4284999560000031,0.0019136319999972,0.0013436509999991,openml__kc1__3917,0.848,0.7827715355805244,0.8483412322274881,0.3705616047255672,1.4317572389999995,0.0039983374333333,2.802545583633333,2.804047886766667,0.848,0.8334497209999999,0.848341232,0.343851776,5.610591807833334,2,21,2109,0.0,48.68953584500001,168.444710009,17.045,20.417,0.0,0.0,0.0,23.258,19.027,0.0,0.0,29.168,16.352,16.557,16.439,16.461,16.466,20.165,16.585,16.517,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.646
|
| 27 |
+
25,11.80475593,0.565833611,0.627260543,openml__poker-hand__9890,0.946,0.904151165,0.940036058,0.294163927,12.997850084,0.204482389,99.70247543,100.0869051,0.538,0.526817707,0.460420564,0.97826943,199.993862919,10,10,1025009,0.4079999999999999,5331.2158255689965,2422.621081536,436.684,1933.842,0.0,0.0,0.0,7361.219,3378.016,17624.542,14827.661,2968.653,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12086.606
|
| 28 |
+
26,22.8978285,0.044061628,0.041596603,openml__riccardo__168338,0.995,0.999322667,0.9945,0.067689156,22.983486731,41.65315646,2.850443753,2.859815671,0.955,0.994027333,0.9545,0.236307706,47.363415884,2,4296,20000,0.04,692.077559765,1395.120138703,30.934,86.297,0.0,0.0,0.0,150.1,89.053,418.128,0.0,145.996,27.267,63.086,334.886,310.313,32.426,27.242,32.679,27.554,67.422,343.181,316.12,37.743,33.099,0.0,0.0,0.0,0.0,0.0,418.128
|
| 29 |
+
27,21.52100564,0.064050898,0.064181641,openml__robert__168332,0.455,0.863807251,0.45238274,1.550217812,21.649238179,82.24773821,2.572721582,2.570836216,0.246,0.732318267,0.219929961,2.035676521,87.391296008,10,7200,10000,0.209,598.6642134619999,963.968665696,26.915,48.994,0.0,0.0,0.0,103.346,46.78,149.533,632.923,76.145,25.342,97.324,79.571,300.914,29.778,25.289,30.774,25.461,104.219,86.284,310.461,35.12,30.895,0.0,0.0,0.0,0.0,0.0,258.911
|
| 30 |
+
28,34.98679879200006,0.1007127519999357,0.0917363049999266,openml__volkert__168331,0.67,0.9236484636544132,0.6598869395543814,0.9568509029322412,35.17924784899992,3.614878545,5.87164821,5.867251964,0.569,0.861786603,0.511191627,1.237311835,15.353778719,10,180,58310,0.101,229.9278665180002,458.74335163,61.451,131.151,0.0,0.0,0.0,475.182,214.199,2495.784,1248.594,224.921,22.698,39.329,0.0,63.717,25.67,22.76,30.725,23.574,46.796,0.0,71.338,32.638,30.789,0.0,0.0,0.0,0.0,0.0,2495.784
|
05_2024_tabzilla_main_plotting_data/core_results_top_algs_acc_only.csv
ADDED
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@@ -0,0 +1,676 @@
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|
| 1 |
+
dataset_name,alg_name,Accuracy__test,_runtime
|
| 2 |
+
openml__acute-inflammations__10089,CatBoost,1,
|
| 3 |
+
openml__acute-inflammations__10089,TabPFNs3000,1,0.588
|
| 4 |
+
openml__acute-inflammations__10089,XGBoost,1,
|
| 5 |
+
openml__acute-inflammations__10089,TuneTables,1,29.049
|
| 6 |
+
openml__ada_agnostic__3896,CatBoost,0.85,
|
| 7 |
+
openml__ada_agnostic__3896,TabPFNs3000,0.848,7.432
|
| 8 |
+
openml__ada_agnostic__3896,XGBoost,0.848,
|
| 9 |
+
openml__ada_agnostic__3896,TuneTables,0.84,317.544
|
| 10 |
+
openml__adult__7592,CatBoost,0.873,
|
| 11 |
+
openml__adult__7592,TabPFNs3000,0.848,12.499
|
| 12 |
+
openml__adult__7592,XGBoost,0.875,
|
| 13 |
+
openml__adult__7592,TuneTables,0.851,1466.192
|
| 14 |
+
openml__adult-census__3953,CatBoost,0.87,
|
| 15 |
+
openml__adult-census__3953,TabPFNs3000,0.845,11.877
|
| 16 |
+
openml__adult-census__3953,XGBoost,0.87,
|
| 17 |
+
openml__adult-census__3953,TuneTables,0.85,1148.228
|
| 18 |
+
openml__Agrawal1__146093,CatBoost,0.951,
|
| 19 |
+
openml__Agrawal1__146093,TabPFNs3000,0.948,431.949
|
| 20 |
+
openml__Agrawal1__146093,XGBoost,0.952,
|
| 21 |
+
openml__Agrawal1__146093,TuneTables,0.95,
|
| 22 |
+
openml__airlines__189354,CatBoost,0.664,
|
| 23 |
+
openml__airlines__189354,TabPFNs3000,0.603,93.602
|
| 24 |
+
openml__airlines__189354,XGBoost,0.673,
|
| 25 |
+
openml__airlines__189354,TuneTables,0.653,
|
| 26 |
+
openml__albert__189356,CatBoost,0.706,
|
| 27 |
+
openml__albert__189356,TabPFNs3000,0.643,123.502
|
| 28 |
+
openml__albert__189356,XGBoost,0.69,
|
| 29 |
+
openml__albert__189356,TuneTables,0.658,
|
| 30 |
+
openml__Amazon_employee_access__34539,CatBoost,0.946,
|
| 31 |
+
openml__Amazon_employee_access__34539,TabPFNs3000,0.942,11.021
|
| 32 |
+
openml__Amazon_employee_access__34539,XGBoost,0.946,
|
| 33 |
+
openml__Amazon_employee_access__34539,TuneTables,0.942,672.954
|
| 34 |
+
openml__analcatdata_authorship__3549,CatBoost,0.976,
|
| 35 |
+
openml__analcatdata_authorship__3549,TabPFNs3000,0.996,3.018
|
| 36 |
+
openml__analcatdata_authorship__3549,XGBoost,0.977,
|
| 37 |
+
openml__analcatdata_authorship__3549,TuneTables,0.996,31.977
|
| 38 |
+
openml__analcatdata_boxing1__3540,CatBoost,0.8,
|
| 39 |
+
openml__analcatdata_boxing1__3540,TabPFNs3000,0.611,0.442
|
| 40 |
+
openml__analcatdata_boxing1__3540,XGBoost,0.784,
|
| 41 |
+
openml__analcatdata_boxing1__3540,TuneTables,0.667,85.971
|
| 42 |
+
openml__analcatdata_chlamydia__3739,CatBoost,0.888,
|
| 43 |
+
openml__analcatdata_chlamydia__3739,TabPFNs3000,0.833,0.431
|
| 44 |
+
openml__analcatdata_chlamydia__3739,XGBoost,0.869,
|
| 45 |
+
openml__analcatdata_chlamydia__3739,TuneTables,0.833,32.071
|
| 46 |
+
openml__analcatdata_dmft__3560,CatBoost,0.217,
|
| 47 |
+
openml__analcatdata_dmft__3560,TabPFNs3000,0.233,1.469
|
| 48 |
+
openml__analcatdata_dmft__3560,XGBoost,0.208,
|
| 49 |
+
openml__analcatdata_dmft__3560,TuneTables,0.2,49.283
|
| 50 |
+
openml__anneal__2867,CatBoost,0.975,
|
| 51 |
+
openml__anneal__2867,TabPFNs3000,0.978,3.673
|
| 52 |
+
openml__anneal__2867,XGBoost,0.988,
|
| 53 |
+
openml__anneal__2867,TuneTables,0.978,29.18
|
| 54 |
+
openml__APSFailure__168868,CatBoost,0.993,
|
| 55 |
+
openml__APSFailure__168868,TabPFNs3000,0.989,19.163
|
| 56 |
+
openml__APSFailure__168868,XGBoost,0.994,
|
| 57 |
+
openml__APSFailure__168868,TuneTables,0.992,6069.662
|
| 58 |
+
openml__arrhythmia__5,CatBoost,0.717,
|
| 59 |
+
openml__arrhythmia__5,XGBoost,0.747,
|
| 60 |
+
openml__arrhythmia__5,TuneTables,0.628,466.426
|
| 61 |
+
openml__artificial-characters__14964,CatBoost,0.863,
|
| 62 |
+
openml__artificial-characters__14964,TabPFNs3000,0.65,4.907
|
| 63 |
+
openml__artificial-characters__14964,XGBoost,0.955,
|
| 64 |
+
openml__artificial-characters__14964,TuneTables,0.709,1080.493
|
| 65 |
+
openml__Australian__146818,CatBoost,0.858,
|
| 66 |
+
openml__Australian__146818,TabPFNs3000,0.87,2.194
|
| 67 |
+
openml__Australian__146818,XGBoost,0.845,
|
| 68 |
+
openml__Australian__146818,TuneTables,0.86,79.029
|
| 69 |
+
openml__autos__9,CatBoost,0.831,
|
| 70 |
+
openml__autos__9,TabPFNs3000,0.81,0.39
|
| 71 |
+
openml__autos__9,XGBoost,0.863,
|
| 72 |
+
openml__autos__9,TuneTables,0.825,29.444
|
| 73 |
+
openml__balance-scale__11,CatBoost,0.9,
|
| 74 |
+
openml__balance-scale__11,TabPFNs3000,0.995,1.091
|
| 75 |
+
openml__balance-scale__11,XGBoost,0.894,
|
| 76 |
+
openml__balance-scale__11,TuneTables,0.995,
|
| 77 |
+
openml__bank-marketing__14965,CatBoost,0.908,
|
| 78 |
+
openml__bank-marketing__14965,TabPFNs3000,0.893,12.608
|
| 79 |
+
openml__bank-marketing__14965,XGBoost,0.909,
|
| 80 |
+
openml__bank-marketing__14965,TuneTables,0.901,1540.299
|
| 81 |
+
openml__banknote-authentication__10093,CatBoost,0.992,
|
| 82 |
+
openml__banknote-authentication__10093,TabPFNs3000,1,1.419
|
| 83 |
+
openml__banknote-authentication__10093,XGBoost,0.993,
|
| 84 |
+
openml__banknote-authentication__10093,TuneTables,1,30.175
|
| 85 |
+
openml__Bioresponse__9910,CatBoost,0.79,
|
| 86 |
+
openml__Bioresponse__9910,TabPFNs3000,0.798,21.229
|
| 87 |
+
openml__Bioresponse__9910,XGBoost,0.8,
|
| 88 |
+
openml__Bioresponse__9910,TuneTables,0.798,
|
| 89 |
+
openml__blood-transfusion-service-center__10101,CatBoost,0.766,
|
| 90 |
+
openml__blood-transfusion-service-center__10101,TabPFNs3000,0.782,0.81
|
| 91 |
+
openml__blood-transfusion-service-center__10101,XGBoost,0.754,
|
| 92 |
+
openml__blood-transfusion-service-center__10101,TuneTables,0.782,
|
| 93 |
+
openml__BNG(labor)__2137,CatBoost,0.971,
|
| 94 |
+
openml__BNG(labor)__2137,TabPFNs3000,0.937,459.851
|
| 95 |
+
openml__BNG(labor)__2137,XGBoost,0.97,
|
| 96 |
+
openml__BNG(labor)__2137,TuneTables,0.967,
|
| 97 |
+
openml__BNG(vote)__212,CatBoost,0.975,
|
| 98 |
+
openml__BNG(vote)__212,TabPFNs3000,0.969,65.289
|
| 99 |
+
openml__BNG(vote)__212,XGBoost,0.975,
|
| 100 |
+
openml__BNG(vote)__212,TuneTables,0.974,
|
| 101 |
+
openml__breast-cancer__145799,CatBoost,0.718,
|
| 102 |
+
openml__breast-cancer__145799,TabPFNs3000,0.77,0.692
|
| 103 |
+
openml__breast-cancer__145799,XGBoost,0.718,
|
| 104 |
+
openml__breast-cancer__145799,TuneTables,0.77,
|
| 105 |
+
openml__breast-w__15,CatBoost,0.975,
|
| 106 |
+
openml__breast-w__15,TabPFNs3000,0.976,1.863
|
| 107 |
+
openml__breast-w__15,XGBoost,0.969,
|
| 108 |
+
openml__breast-w__15,TuneTables,0.981,38.562
|
| 109 |
+
openml__car__146821,CatBoost,0.955,
|
| 110 |
+
openml__car__146821,TabPFNs3000,0.967,3.433
|
| 111 |
+
openml__car__146821,XGBoost,0.993,
|
| 112 |
+
openml__car__146821,TuneTables,0.963,34.059
|
| 113 |
+
openml__car-evaluation__146192,CatBoost,0.997,
|
| 114 |
+
openml__car-evaluation__146192,TabPFNs3000,0.985,5.197
|
| 115 |
+
openml__car-evaluation__146192,XGBoost,0.998,
|
| 116 |
+
openml__car-evaluation__146192,TuneTables,0.983,34.252
|
| 117 |
+
openml__cardiotocography__9979,CatBoost,1,
|
| 118 |
+
openml__cardiotocography__9979,TabPFNs3000,1,6.373
|
| 119 |
+
openml__cardiotocography__9979,XGBoost,1,
|
| 120 |
+
openml__cardiotocography__9979,TuneTables,1,31.171
|
| 121 |
+
openml__Census-Income__168340,CatBoost,0.958,
|
| 122 |
+
openml__Census-Income__168340,TabPFNs3000,0.948,79.577
|
| 123 |
+
openml__Census-Income__168340,XGBoost,0.958,
|
| 124 |
+
openml__Census-Income__168340,TuneTables,0.947,610.366
|
| 125 |
+
openml__chess__3952,CatBoost,0.65,
|
| 126 |
+
openml__chess__3952,XGBoost,0.927,
|
| 127 |
+
openml__chess__3952,TuneTables,0.853,3147.075
|
| 128 |
+
openml__christine__168908,CatBoost,0.736,
|
| 129 |
+
openml__christine__168908,TabPFNs3000,0.755,22.221
|
| 130 |
+
openml__christine__168908,XGBoost,0.747,
|
| 131 |
+
openml__christine__168908,TuneTables,0.755,
|
| 132 |
+
openml__churn__167141,CatBoost,0.958,
|
| 133 |
+
openml__churn__167141,TabPFNs3000,0.935,6.311
|
| 134 |
+
openml__churn__167141,XGBoost,0.956,
|
| 135 |
+
openml__churn__167141,TuneTables,0.932,286.414
|
| 136 |
+
openml__cjs__14967,CatBoost,1,
|
| 137 |
+
openml__cjs__14967,TabPFNs3000,0.51,6.407
|
| 138 |
+
openml__cjs__14967,XGBoost,0.999,
|
| 139 |
+
openml__cjs__14967,TuneTables,0.485,30.527
|
| 140 |
+
openml__Click_prediction_small__190408,CatBoost,0.839,
|
| 141 |
+
openml__Click_prediction_small__190408,TabPFNs3000,0.832,11.074
|
| 142 |
+
openml__Click_prediction_small__190408,XGBoost,0.837,
|
| 143 |
+
openml__Click_prediction_small__190408,TuneTables,0.832,686.98
|
| 144 |
+
openml__Click_prediction_small__7294,CatBoost,0.842,
|
| 145 |
+
openml__Click_prediction_small__7294,TabPFNs3000,0.833,416.729
|
| 146 |
+
openml__Click_prediction_small__7294,XGBoost,0.843,
|
| 147 |
+
openml__Click_prediction_small__7294,TuneTables,0.837,
|
| 148 |
+
openml__climate-model-simulation-crashes__146819,CatBoost,0.949,
|
| 149 |
+
openml__climate-model-simulation-crashes__146819,TabPFNs3000,0.951,1.93
|
| 150 |
+
openml__climate-model-simulation-crashes__146819,XGBoost,0.923,
|
| 151 |
+
openml__climate-model-simulation-crashes__146819,TuneTables,0.951,
|
| 152 |
+
openml__cmc__23,CatBoost,0.561,
|
| 153 |
+
openml__cmc__23,TabPFNs3000,0.529,3.207
|
| 154 |
+
openml__cmc__23,XGBoost,0.552,
|
| 155 |
+
openml__cmc__23,TuneTables,0.556,
|
| 156 |
+
openml__cnae-9__9981,CatBoost,0.939,
|
| 157 |
+
openml__cnae-9__9981,TabPFNs3000,0.877,9.616
|
| 158 |
+
openml__cnae-9__9981,XGBoost,0.906,
|
| 159 |
+
openml__cnae-9__9981,TuneTables,0.92,36.502
|
| 160 |
+
openml__colic__25,CatBoost,0.91,
|
| 161 |
+
openml__colic__25,TabPFNs3000,0.847,1.012
|
| 162 |
+
openml__colic__25,XGBoost,0.862,
|
| 163 |
+
openml__colic__25,TuneTables,0.793,39.173
|
| 164 |
+
openml__colic__27,CatBoost,0.878,
|
| 165 |
+
openml__colic__27,TabPFNs3000,0.892,0.969
|
| 166 |
+
openml__colic__27,XGBoost,0.88,
|
| 167 |
+
openml__colic__27,TuneTables,0.892,
|
| 168 |
+
openml__collins__3567,CatBoost,1,
|
| 169 |
+
openml__collins__3567,XGBoost,0.999,
|
| 170 |
+
openml__collins__3567,TuneTables,0.607,206.663
|
| 171 |
+
openml__connect-4__146195,CatBoost,0.807,
|
| 172 |
+
openml__connect-4__146195,TabPFNs3000,0.668,23.236
|
| 173 |
+
openml__connect-4__146195,XGBoost,0.855,
|
| 174 |
+
openml__connect-4__146195,TuneTables,0.817,
|
| 175 |
+
openml__covertype__7593,TabPFNs3000,0.753,158.559
|
| 176 |
+
openml__covertype__7593,TuneTables,0.964,8492.378
|
| 177 |
+
openml__credit-approval__29,CatBoost,0.888,
|
| 178 |
+
openml__credit-approval__29,TabPFNs3000,0.889,2.416
|
| 179 |
+
openml__credit-approval__29,XGBoost,0.865,
|
| 180 |
+
openml__credit-approval__29,TuneTables,0.889,33.926
|
| 181 |
+
openml__credit-g__31,CatBoost,0.746,
|
| 182 |
+
openml__credit-g__31,TabPFNs3000,0.727,2.981
|
| 183 |
+
openml__credit-g__31,XGBoost,0.758,
|
| 184 |
+
openml__credit-g__31,TuneTables,0.727,33.621
|
| 185 |
+
openml__cylinder-bands__14954,CatBoost,0.831,
|
| 186 |
+
openml__cylinder-bands__14954,TabPFNs3000,0.846,1.031
|
| 187 |
+
openml__cylinder-bands__14954,XGBoost,0.848,
|
| 188 |
+
openml__cylinder-bands__14954,TuneTables,0.846,
|
| 189 |
+
openml__dermatology__35,CatBoost,0.968,
|
| 190 |
+
openml__dermatology__35,TabPFNs3000,0.982,1.123
|
| 191 |
+
openml__dermatology__35,XGBoost,0.98,
|
| 192 |
+
openml__dermatology__35,TuneTables,0.973,71.849
|
| 193 |
+
openml__Devnagari-Script__167121,XGBoost,0.906,
|
| 194 |
+
openml__Devnagari-Script__167121,TuneTables,0.901,12989.354
|
| 195 |
+
openml__diabetes__37,CatBoost,0.774,
|
| 196 |
+
openml__diabetes__37,TabPFNs3000,0.758,1.664
|
| 197 |
+
openml__diabetes__37,XGBoost,0.768,
|
| 198 |
+
openml__diabetes__37,TuneTables,0.736,69.927
|
| 199 |
+
openml__dilbert__168909,CatBoost,0.949,
|
| 200 |
+
openml__dilbert__168909,TabPFNs3000,0.913,25.247
|
| 201 |
+
openml__dilbert__168909,XGBoost,0.979,
|
| 202 |
+
openml__dilbert__168909,TuneTables,0.992,
|
| 203 |
+
openml__dna__167140,CatBoost,0.964,
|
| 204 |
+
openml__dna__167140,TabPFNs3000,0.971,7.479
|
| 205 |
+
openml__dna__167140,XGBoost,0.96,
|
| 206 |
+
openml__dna__167140,TuneTables,0.952,1055.588
|
| 207 |
+
openml__dresses-sales__125920,CatBoost,0.66,
|
| 208 |
+
openml__dresses-sales__125920,TabPFNs3000,0.58,1.354
|
| 209 |
+
openml__dresses-sales__125920,XGBoost,0.652,
|
| 210 |
+
openml__dresses-sales__125920,TuneTables,0.58,
|
| 211 |
+
openml__ecoli__145977,CatBoost,0.912,
|
| 212 |
+
openml__ecoli__145977,TabPFNs3000,0.843,0.724
|
| 213 |
+
openml__ecoli__145977,XGBoost,0.842,
|
| 214 |
+
openml__ecoli__145977,TuneTables,0.843,
|
| 215 |
+
openml__eeg-eye-state__14951,CatBoost,0.907,
|
| 216 |
+
openml__eeg-eye-state__14951,TabPFNs3000,0.943,5.853
|
| 217 |
+
openml__eeg-eye-state__14951,XGBoost,0.944,
|
| 218 |
+
openml__eeg-eye-state__14951,TuneTables,0.986,
|
| 219 |
+
openml__electricity__219,CatBoost,0.856,
|
| 220 |
+
openml__electricity__219,TabPFNs3000,0.798,10.636
|
| 221 |
+
openml__electricity__219,XGBoost,0.931,
|
| 222 |
+
openml__electricity__219,TuneTables,0.851,3452.496
|
| 223 |
+
openml__elevators__3711,CatBoost,0.891,
|
| 224 |
+
openml__elevators__3711,TabPFNs3000,0.902,6.177
|
| 225 |
+
openml__elevators__3711,XGBoost,0.896,
|
| 226 |
+
openml__elevators__3711,TuneTables,0.902,
|
| 227 |
+
openml__eucalyptus__2079,CatBoost,0.709,
|
| 228 |
+
openml__eucalyptus__2079,TabPFNs3000,0.721,2.791
|
| 229 |
+
openml__eucalyptus__2079,XGBoost,0.666,
|
| 230 |
+
openml__eucalyptus__2079,TuneTables,0.725,28.922
|
| 231 |
+
openml__eye_movements__3897,CatBoost,0.67,
|
| 232 |
+
openml__eye_movements__3897,TabPFNs3000,0.564,7.267
|
| 233 |
+
openml__eye_movements__3897,XGBoost,0.743,
|
| 234 |
+
openml__eye_movements__3897,TuneTables,0.617,1037.793
|
| 235 |
+
openml__fabert__168910,CatBoost,0.676,
|
| 236 |
+
openml__fabert__168910,TabPFNs3000,0.463,14.167
|
| 237 |
+
openml__fabert__168910,XGBoost,0.722,
|
| 238 |
+
openml__fabert__168910,TuneTables,0.572,1481.492
|
| 239 |
+
openml__fertility__9984,CatBoost,0.894,
|
| 240 |
+
openml__fertility__9984,TabPFNs3000,0.9,0.592
|
| 241 |
+
openml__fertility__9984,XGBoost,0.762,
|
| 242 |
+
openml__fertility__9984,TuneTables,0.9,28.388
|
| 243 |
+
openml__first-order-theorem-proving__9985,CatBoost,0.584,
|
| 244 |
+
openml__first-order-theorem-proving__9985,TabPFNs3000,0.583,7.402
|
| 245 |
+
openml__first-order-theorem-proving__9985,XGBoost,0.629,
|
| 246 |
+
openml__first-order-theorem-proving__9985,TuneTables,0.578,449.257
|
| 247 |
+
openml__fl2000__3566,CatBoost,0.802,
|
| 248 |
+
openml__fl2000__3566,TabPFNs3000,0.905,0.487
|
| 249 |
+
openml__fl2000__3566,XGBoost,0.788,
|
| 250 |
+
openml__fl2000__3566,TuneTables,0.809,28.519
|
| 251 |
+
openml__fri_c0_100_5__3620,CatBoost,0.813,
|
| 252 |
+
openml__fri_c0_100_5__3620,TabPFNs3000,0.867,0.58
|
| 253 |
+
openml__fri_c0_100_5__3620,XGBoost,0.832,
|
| 254 |
+
openml__fri_c0_100_5__3620,TuneTables,0.9,32.631
|
| 255 |
+
openml__fri_c3_100_5__3779,CatBoost,0.747,
|
| 256 |
+
openml__fri_c3_100_5__3779,TabPFNs3000,0.833,0.649
|
| 257 |
+
openml__fri_c3_100_5__3779,XGBoost,0.65,
|
| 258 |
+
openml__fri_c3_100_5__3779,TuneTables,0.8,27.964
|
| 259 |
+
openml__gas-drift__9986,CatBoost,0.994,
|
| 260 |
+
openml__gas-drift__9986,TabPFNs3000,0.993,8.108
|
| 261 |
+
openml__gas-drift__9986,XGBoost,0.995,
|
| 262 |
+
openml__gas-drift__9986,TuneTables,0.995,2785.351
|
| 263 |
+
openml__gas-drift-different-concentrations__9987,CatBoost,0.995,
|
| 264 |
+
openml__gas-drift-different-concentrations__9987,TabPFNs3000,0.995,8.06
|
| 265 |
+
openml__gas-drift-different-concentrations__9987,XGBoost,0.996,
|
| 266 |
+
openml__gas-drift-different-concentrations__9987,TuneTables,0.994,1501.565
|
| 267 |
+
openml__GesturePhaseSegmentationProcessed__14969,CatBoost,0.621,
|
| 268 |
+
openml__GesturePhaseSegmentationProcessed__14969,TabPFNs3000,0.561,7.306
|
| 269 |
+
openml__GesturePhaseSegmentationProcessed__14969,XGBoost,0.676,
|
| 270 |
+
openml__GesturePhaseSegmentationProcessed__14969,TuneTables,0.604,934.737
|
| 271 |
+
openml__gina_agnostic__3891,CatBoost,0.951,
|
| 272 |
+
openml__gina_agnostic__3891,TabPFNs3000,0.931,13.085
|
| 273 |
+
openml__gina_agnostic__3891,XGBoost,0.939,
|
| 274 |
+
openml__gina_agnostic__3891,TuneTables,0.924,1693.436
|
| 275 |
+
openml__glass__40,CatBoost,0.749,
|
| 276 |
+
openml__glass__40,TabPFNs3000,0.667,0.505
|
| 277 |
+
openml__glass__40,XGBoost,0.682,
|
| 278 |
+
openml__glass__40,TuneTables,0.636,56.497
|
| 279 |
+
openml__guillermo__168337,TabPFNs3000,0.788,40.777
|
| 280 |
+
openml__guillermo__168337,XGBoost,0.839,
|
| 281 |
+
openml__guillermo__168337,TuneTables,0.822,8979.78
|
| 282 |
+
openml__haberman__42,CatBoost,0.768,
|
| 283 |
+
openml__haberman__42,TabPFNs3000,0.763,0.302
|
| 284 |
+
openml__haberman__42,XGBoost,0.737,
|
| 285 |
+
openml__haberman__42,TuneTables,0.742,50.298
|
| 286 |
+
openml__har__14970,CatBoost,0.981,
|
| 287 |
+
openml__har__14970,TabPFNs3000,0.92,12.336
|
| 288 |
+
openml__har__14970,XGBoost,0.993,
|
| 289 |
+
openml__har__14970,TuneTables,0.981,
|
| 290 |
+
openml__hayes-roth__146063,CatBoost,0.724,
|
| 291 |
+
openml__hayes-roth__146063,TabPFNs3000,0.833,0.564
|
| 292 |
+
openml__hayes-roth__146063,XGBoost,0.775,
|
| 293 |
+
openml__hayes-roth__146063,TuneTables,0.812,48.89
|
| 294 |
+
openml__heart-c__48,CatBoost,0.891,
|
| 295 |
+
openml__heart-c__48,TabPFNs3000,0.903,0.963
|
| 296 |
+
openml__heart-c__48,XGBoost,0.839,
|
| 297 |
+
openml__heart-c__48,TuneTables,0.903,
|
| 298 |
+
openml__heart-h__50,CatBoost,0.839,
|
| 299 |
+
openml__heart-h__50,TabPFNs3000,0.811,0.947
|
| 300 |
+
openml__heart-h__50,XGBoost,0.785,
|
| 301 |
+
openml__heart-h__50,TuneTables,0.811,28.576
|
| 302 |
+
openml__helena__168329,TuneTables,0.351,2913.546
|
| 303 |
+
openml__hepatitis__54,CatBoost,0.849,
|
| 304 |
+
openml__hepatitis__54,TabPFNs3000,0.854,0.394
|
| 305 |
+
openml__hepatitis__54,XGBoost,0.858,
|
| 306 |
+
openml__hepatitis__54,TuneTables,0.854,45.407
|
| 307 |
+
openml__higgs__146606,CatBoost,0.724,
|
| 308 |
+
openml__higgs__146606,TabPFNs3000,0.67,31.118
|
| 309 |
+
openml__higgs__146606,XGBoost,0.725,
|
| 310 |
+
openml__higgs__146606,TuneTables,0.714,
|
| 311 |
+
openml__hill-valley__145847,CatBoost,0.543,
|
| 312 |
+
openml__hill-valley__145847,TabPFNs3000,0.559,3.41
|
| 313 |
+
openml__hill-valley__145847,XGBoost,0.532,
|
| 314 |
+
openml__hill-valley__145847,TuneTables,0.543,36.101
|
| 315 |
+
openml__house_16H__3686,CatBoost,0.89,
|
| 316 |
+
openml__house_16H__3686,TabPFNs3000,0.889,6.293
|
| 317 |
+
openml__house_16H__3686,XGBoost,0.892,
|
| 318 |
+
openml__house_16H__3686,TuneTables,0.891,1420.893
|
| 319 |
+
openml__ilpd__9971,CatBoost,0.718,
|
| 320 |
+
openml__ilpd__9971,TabPFNs3000,0.695,1.472
|
| 321 |
+
openml__ilpd__9971,XGBoost,0.672,
|
| 322 |
+
openml__ilpd__9971,TuneTables,0.667,58.787
|
| 323 |
+
openml__Internet-Advertisements__167125,CatBoost,0.968,
|
| 324 |
+
openml__Internet-Advertisements__167125,TabPFNs3000,0.965,16.673
|
| 325 |
+
openml__Internet-Advertisements__167125,XGBoost,0.966,
|
| 326 |
+
openml__Internet-Advertisements__167125,TuneTables,0.962,590.366
|
| 327 |
+
openml__ionosphere__145984,CatBoost,0.929,
|
| 328 |
+
openml__ionosphere__145984,TabPFNs3000,0.972,1.083
|
| 329 |
+
openml__ionosphere__145984,XGBoost,0.892,
|
| 330 |
+
openml__ionosphere__145984,TuneTables,0.972,32.482
|
| 331 |
+
openml__iris__59,CatBoost,0.974,
|
| 332 |
+
openml__iris__59,TabPFNs3000,1,0.581
|
| 333 |
+
openml__iris__59,XGBoost,0.976,
|
| 334 |
+
openml__iris__59,TuneTables,0.978,37.292
|
| 335 |
+
openml__irish__3543,CatBoost,1,
|
| 336 |
+
openml__irish__3543,TabPFNs3000,0.993,0.98
|
| 337 |
+
openml__irish__3543,XGBoost,0.987,
|
| 338 |
+
openml__irish__3543,TuneTables,0.993,30.967
|
| 339 |
+
openml__isolet__3481,XGBoost,0.948,
|
| 340 |
+
openml__isolet__3481,TuneTables,0.935,1870.254
|
| 341 |
+
openml__jannis__168330,CatBoost,0.713,
|
| 342 |
+
openml__jannis__168330,TabPFNs3000,0.647,24.092
|
| 343 |
+
openml__jannis__168330,XGBoost,0.722,
|
| 344 |
+
openml__jannis__168330,TuneTables,0.711,2233.818
|
| 345 |
+
openml__JapaneseVowels__3510,CatBoost,0.99,
|
| 346 |
+
openml__JapaneseVowels__3510,TabPFNs3000,0.978,5.89
|
| 347 |
+
openml__JapaneseVowels__3510,XGBoost,0.985,
|
| 348 |
+
openml__JapaneseVowels__3510,TuneTables,0.985,750.434
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openml__jasmine__168911,TabPFNs3000,0.809,6.707
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openml__jasmine__168911,XGBoost,0.824,
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openml__jasmine__168911,TuneTables,0.795,148.876
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openml__jm1__3904,CatBoost,0.822,
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openml__jm1__3904,TabPFNs3000,0.819,6.791
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openml__jm1__3904,XGBoost,0.823,
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openml__jm1__3904,TuneTables,0.82,746.826
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openml__jungle_chess_2pcs_raw_endgame_complete__167119,CatBoost,0.863,
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openml__jungle_chess_2pcs_raw_endgame_complete__167119,TabPFNs3000,0.829,10.372
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openml__jungle_chess_2pcs_raw_endgame_complete__167119,XGBoost,0.86,
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openml__jungle_chess_2pcs_raw_endgame_complete__167119,TuneTables,0.916,1961.475
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openml__kc1__3917,CatBoost,0.864,
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openml__kc1__3917,TabPFNs3000,0.856,5.646
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openml__kc1__3917,XGBoost,0.855,
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openml__kc1__3917,TuneTables,0.856,
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openml__kc2__3913,CatBoost,0.844,
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openml__kc2__3913,TabPFNs3000,0.848,2.624
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openml__kc2__3913,XGBoost,0.825,
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openml__kc2__3913,TuneTables,0.842,31.719
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openml__kr-vs-kp__3,CatBoost,0.993,
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openml__kr-vs-kp__3,TabPFNs3000,0.989,7.1
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openml__kr-vs-kp__3,XGBoost,0.99,
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openml__kr-vs-kp__3,TuneTables,0.989,169.951
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openml__kropt__2076,CatBoost,0.65,
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openml__kropt__2076,XGBoost,0.927,
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openml__kropt__2076,TuneTables,0.853,3140.885
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openml__labor__4,CatBoost,0.943,
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openml__labor__4,TabPFNs3000,1,0.454
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openml__labor__4,XGBoost,0.966,
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openml__labor__4,TuneTables,1,33.661
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openml__ldpa__9974,CatBoost,0.769,
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openml__ldpa__9974,XGBoost,0.98,
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openml__ldpa__9974,TuneTables,0.775,12874.47
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openml__LED-display-domain-7digit__125921,CatBoost,0.727,
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openml__LED-display-domain-7digit__125921,TabPFNs3000,0.727,1.292
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openml__LED-display-domain-7digit__125921,XGBoost,0.72,
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openml__LED-display-domain-7digit__125921,TuneTables,0.72,33.681
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openml__letter__6,CatBoost,0.942,
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openml__letter__6,XGBoost,0.964,
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openml__letter__6,TuneTables,0.97,2485.889
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openml__libras__360948,CatBoost,0.429,
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openml__libras__360948,TabPFNs3000,0.481,6.125
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openml__libras__360948,XGBoost,0.447,
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openml__libras__360948,TuneTables,0.509,230.533
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openml__lung-cancer__146024,CatBoost,0.451,
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openml__lung-cancer__146024,TabPFNs3000,0.639,0.427
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openml__lung-cancer__146024,XGBoost,0.649,
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openml__lung-cancer__146024,TuneTables,0.722,30.579
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openml__lymph__10,CatBoost,0.758,
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openml__lymph__10,TabPFNs3000,0.778,0.446
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openml__lymph__10,XGBoost,0.814,
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openml__lymph__10,TuneTables,0.756,35.144
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openml__madelon__9976,CatBoost,0.863,
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openml__madelon__9976,TabPFNs3000,0.667,9.237
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openml__madelon__9976,XGBoost,0.838,
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openml__madelon__9976,TuneTables,0.603,122.353
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openml__magic__146206,CatBoost,0.887,
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openml__magic__146206,TabPFNs3000,0.879,5.756
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openml__magic__146206,XGBoost,0.884,
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openml__magic__146206,TuneTables,0.879,1288.742
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openml__MagicTelescope__3954,CatBoost,0.887,
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openml__MagicTelescope__3954,TabPFNs3000,0.877,5.63
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openml__MagicTelescope__3954,XGBoost,0.884,
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openml__MagicTelescope__3954,TuneTables,0.879,1292.403
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openml__mfeat-factors__12,CatBoost,0.968,
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openml__mfeat-factors__12,TabPFNs3000,0.977,6.651
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openml__mfeat-factors__12,XGBoost,0.959,
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openml__mfeat-factors__12,TuneTables,0.977,88.974
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openml__mfeat-fourier__14,CatBoost,0.805,
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openml__mfeat-fourier__14,TabPFNs3000,0.825,6.488
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openml__mfeat-fourier__14,XGBoost,0.839,
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openml__mfeat-fourier__14,TuneTables,0.798,37.654
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openml__mfeat-karhunen__16,CatBoost,0.955,
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openml__mfeat-karhunen__16,TabPFNs3000,0.97,6.432
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openml__mfeat-karhunen__16,XGBoost,0.954,
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openml__mfeat-karhunen__16,TuneTables,0.967,32.454
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openml__mfeat-morphological__18,CatBoost,0.697,
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openml__mfeat-morphological__18,TabPFNs3000,0.708,3.384
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openml__mfeat-morphological__18,XGBoost,0.721,
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openml__mfeat-morphological__18,TuneTables,0.732,39.711
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openml__mfeat-pixel__146824,CatBoost,0.969,
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openml__mfeat-pixel__146824,TabPFNs3000,0.968,7.179
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openml__mfeat-pixel__146824,XGBoost,0.972,
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openml__mfeat-pixel__146824,TuneTables,0.968,97.017
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openml__mfeat-zernike__22,CatBoost,0.77,
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openml__mfeat-zernike__22,TabPFNs3000,0.838,6.298
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openml__mfeat-zernike__22,XGBoost,0.803,
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openml__mfeat-zernike__22,TuneTables,0.828,32.805
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openml__MiceProtein__146800,CatBoost,0.974,
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openml__MiceProtein__146800,TabPFNs3000,0.997,3.125
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openml__MiceProtein__146800,XGBoost,0.976,
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openml__MiceProtein__146800,TuneTables,0.997,30.833
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openml__MiniBooNE__168335,CatBoost,0.94,
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openml__MiniBooNE__168335,TabPFNs3000,0.927,39.159
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openml__MiniBooNE__168335,XGBoost,0.942,
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openml__MiniBooNE__168335,TuneTables,0.911,659.067
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openml__mnist_784__3573,CatBoost,0.964,
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openml__mnist_784__3573,TabPFNs3000,0.889,26.748
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openml__mnist_784__3573,XGBoost,0.976,
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openml__mnist_784__3573,TuneTables,0.982,4581.983
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openml__monks-problems-2__146065,CatBoost,0.911,
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openml__monks-problems-2__146065,TabPFNs3000,1,1.217
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openml__monks-problems-2__146065,XGBoost,0.971,
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openml__monks-problems-2__146065,TuneTables,1,29.53
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openml__mushroom__24,CatBoost,1,
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openml__mushroom__24,TabPFNs3000,1,6.34
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openml__mushroom__24,XGBoost,1,
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openml__mushroom__24,TuneTables,1,41.373
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openml__musk__3950,CatBoost,0.999,
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openml__musk__3950,TabPFNs3000,1,7.812
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openml__musk__3950,XGBoost,1,
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openml__musk__3950,TuneTables,0.999,146.184
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openml__nomao__9977,CatBoost,0.968,
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openml__nomao__9977,TabPFNs3000,0.954,13.231
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openml__nomao__9977,XGBoost,0.972,
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openml__nomao__9977,TuneTables,0.959,2071.302
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openml__numerai28.6__167120,CatBoost,0.519,
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openml__numerai28.6__167120,TabPFNs3000,0.519,29.885
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openml__numerai28.6__167120,XGBoost,0.517,
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openml__numerai28.6__167120,TuneTables,0.515,2251.113
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openml__nursery__9892,CatBoost,1,
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openml__nursery__9892,TabPFNs3000,0.962,5.122
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openml__nursery__9892,XGBoost,1,
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openml__nursery__9892,TuneTables,1,836.919
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openml__one-hundred-plants-texture__9956,CatBoost,0.829,
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openml__one-hundred-plants-texture__9956,XGBoost,0.734,
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openml__one-hundred-plants-texture__9956,TuneTables,0.269,273.525
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openml__optdigits__28,CatBoost,0.982,
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openml__optdigits__28,TabPFNs3000,0.989,7.457
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openml__optdigits__28,XGBoost,0.985,
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openml__optdigits__28,TuneTables,0.982,444.291
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openml__ozone-level-8hr__9978,CatBoost,0.942,
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openml__ozone-level-8hr__9978,TabPFNs3000,0.949,7.275
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openml__ozone-level-8hr__9978,XGBoost,0.943,
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openml__ozone-level-8hr__9978,TuneTables,0.946,36.731
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openml__page-blocks__30,CatBoost,0.97,
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openml__page-blocks__30,TabPFNs3000,0.973,5.013
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openml__page-blocks__30,XGBoost,0.971,
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openml__page-blocks__30,TuneTables,0.972,308.642
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openml__pc1__3918,CatBoost,0.935,
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openml__pc1__3918,TabPFNs3000,0.934,3.386
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openml__pc1__3918,XGBoost,0.934,
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openml__pc1__3918,TuneTables,0.934,52.13
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openml__pc3__3903,CatBoost,0.892,
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openml__pc3__3903,TabPFNs3000,0.894,5.561
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openml__pc3__3903,XGBoost,0.905,
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openml__pc3__3903,TuneTables,0.889,37.425
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openml__pc4__3902,CatBoost,0.899,
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openml__pc4__3902,TabPFNs3000,0.916,5.391
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openml__pc4__3902,XGBoost,0.894,
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openml__pc4__3902,TuneTables,0.915,33.95
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openml__pendigits__32,TabPFNs3000,0.991,6.36
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openml__pendigits__32,XGBoost,0.986,
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openml__pendigits__32,TuneTables,0.992,781.821
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openml__philippine__190410,CatBoost,0.757,
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openml__philippine__190410,TabPFNs3000,0.749,8.873
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openml__philippine__190410,XGBoost,0.779,
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openml__philippine__190410,TuneTables,0.745,1896.65
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openml__PhishingWebsites__14952,CatBoost,0.96,
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openml__PhishingWebsites__14952,TabPFNs3000,0.948,7.28
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openml__PhishingWebsites__14952,XGBoost,0.971,
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openml__PhishingWebsites__14952,TuneTables,0.97,1088.055
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openml__phoneme__9952,CatBoost,0.89,
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openml__phoneme__9952,TabPFNs3000,0.888,4.223
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openml__phoneme__9952,XGBoost,0.907,
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openml__phoneme__9952,TuneTables,0.887,269.07
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openml__poker-hand__9890,CatBoost,0.912,
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openml__poker-hand__9890,TabPFNs3000,0.527,202.754
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openml__poker-hand__9890,XGBoost,0.94,
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openml__poker-hand__9890,TuneTables,1,
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openml__pollen__3735,CatBoost,0.507,
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openml__pollen__3735,TabPFNs3000,0.503,4.179
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openml__pollen__3735,XGBoost,0.515,
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openml__pollen__3735,TuneTables,0.494,348.38
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openml__postoperative-patient-data__146210,CatBoost,0.759,
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openml__postoperative-patient-data__146210,TabPFNs3000,0.778,0.596
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openml__postoperative-patient-data__146210,XGBoost,0.683,
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openml__postoperative-patient-data__146210,TuneTables,0.741,57.637
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openml__primary-tumor__146032,CatBoost,0.459,
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openml__primary-tumor__146032,XGBoost,0.451,
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openml__primary-tumor__146032,TuneTables,0.451,162.387
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openml__profb__3561,CatBoost,0.714,
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openml__profb__3561,TabPFNs3000,0.67,1.457
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openml__profb__3561,XGBoost,0.63,
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openml__profb__3561,TuneTables,0.66,47.145
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openml__qsar-biodeg__9957,CatBoost,0.865,
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openml__qsar-biodeg__9957,TabPFNs3000,0.881,4.623
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openml__qsar-biodeg__9957,XGBoost,0.872,
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openml__qsar-biodeg__9957,TuneTables,0.874,54.135
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openml__rabe_266__3647,CatBoost,0.964,
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openml__rabe_266__3647,TabPFNs3000,0.972,0.245
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openml__rabe_266__3647,XGBoost,0.905,
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openml__rabe_266__3647,TuneTables,0.972,50.152
|
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openml__riccardo__168338,CatBoost,0.997,
|
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openml__riccardo__168338,TabPFNs3000,0.919,46.196
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openml__riccardo__168338,XGBoost,0.998,
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openml__riccardo__168338,TuneTables,0.995,
|
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openml__robert__168332,CatBoost,0.464,
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openml__robert__168332,TabPFNs3000,0.25,87.533
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openml__robert__168332,XGBoost,0.5,
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openml__robert__168332,TuneTables,0.414,
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openml__Satellite__167211,CatBoost,0.992,
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openml__Satellite__167211,TabPFNs3000,0.993,7.046
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openml__Satellite__167211,XGBoost,0.992,
|
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openml__Satellite__167211,TuneTables,0.993,121.477
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openml__satimage__2074,CatBoost,0.906,
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openml__satimage__2074,TabPFNs3000,0.913,7.305
|
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openml__satimage__2074,XGBoost,0.923,
|
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openml__satimage__2074,TuneTables,0.918,637.106
|
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openml__scene__3485,CatBoost,0.983,
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openml__scene__3485,TabPFNs3000,0.979,7.133
|
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openml__scene__3485,XGBoost,0.979,
|
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openml__scene__3485,TuneTables,0.983,34.073
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openml__segment__146822,CatBoost,0.919,
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openml__segment__146822,TabPFNs3000,0.941,5.45
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openml__segment__146822,XGBoost,0.933,
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openml__segment__146822,TuneTables,0.932,31.844
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openml__semeion__9964,CatBoost,0.917,
|
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openml__semeion__9964,TabPFNs3000,0.915,6.802
|
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openml__semeion__9964,XGBoost,0.915,
|
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openml__semeion__9964,TuneTables,0.89,57.567
|
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openml__shuttle__146212,TabPFNs3000,0.998,11.285
|
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openml__shuttle__146212,XGBoost,1,
|
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openml__shuttle__146212,TuneTables,0.998,59.216
|
| 574 |
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openml__sick__3021,CatBoost,0.992,
|
| 575 |
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openml__sick__3021,TabPFNs3000,0.975,6.631
|
| 576 |
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openml__sick__3021,XGBoost,0.994,
|
| 577 |
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openml__sick__3021,TuneTables,0.972,188.027
|
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openml__skin-segmentation__9965,CatBoost,0.999,
|
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openml__skin-segmentation__9965,TabPFNs3000,0.999,33.544
|
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openml__skin-segmentation__9965,XGBoost,0.999,
|
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openml__skin-segmentation__9965,TuneTables,0.999,582.647
|
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openml__socmob__3797,CatBoost,0.946,
|
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openml__socmob__3797,TabPFNs3000,0.922,1.465
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openml__socmob__3797,XGBoost,0.936,
|
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openml__socmob__3797,TuneTables,0.937,116.759
|
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openml__solar-flare__2068,TabPFNs3000,0.994,2
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openml__solar-flare__2068,XGBoost,0.994,
|
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openml__solar-flare__2068,TuneTables,0.994,28.846
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| 589 |
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openml__sonar__39,CatBoost,0.814,
|
| 590 |
+
openml__sonar__39,TabPFNs3000,0.81,0.357
|
| 591 |
+
openml__sonar__39,XGBoost,0.833,
|
| 592 |
+
openml__sonar__39,TuneTables,0.842,56.483
|
| 593 |
+
openml__soybean__41,CatBoost,0.92,
|
| 594 |
+
openml__soybean__41,XGBoost,0.901,
|
| 595 |
+
openml__soybean__41,TuneTables,0.87,194.421
|
| 596 |
+
openml__spambase__43,CatBoost,0.959,
|
| 597 |
+
openml__spambase__43,TabPFNs3000,0.951,7.451
|
| 598 |
+
openml__spambase__43,XGBoost,0.956,
|
| 599 |
+
openml__spambase__43,TuneTables,0.954,117.034
|
| 600 |
+
openml__SpeedDating__146607,CatBoost,0.868,
|
| 601 |
+
openml__SpeedDating__146607,TabPFNs3000,0.864,7.362
|
| 602 |
+
openml__SpeedDating__146607,XGBoost,0.871,
|
| 603 |
+
openml__SpeedDating__146607,TuneTables,0.86,1079.832
|
| 604 |
+
openml__splice__45,CatBoost,0.958,
|
| 605 |
+
openml__splice__45,TabPFNs3000,0.873,7.471
|
| 606 |
+
openml__splice__45,XGBoost,0.951,
|
| 607 |
+
openml__splice__45,TuneTables,0.883,429.324
|
| 608 |
+
openml__steel-plates-fault__146817,CatBoost,0.788,
|
| 609 |
+
openml__steel-plates-fault__146817,TabPFNs3000,0.803,5.386
|
| 610 |
+
openml__steel-plates-fault__146817,XGBoost,0.798,
|
| 611 |
+
openml__steel-plates-fault__146817,TuneTables,0.777,37.617
|
| 612 |
+
openml__sylva_agnostic__3889,CatBoost,0.995,
|
| 613 |
+
openml__sylva_agnostic__3889,TabPFNs3000,0.993,7.959
|
| 614 |
+
openml__sylva_agnostic__3889,XGBoost,0.996,
|
| 615 |
+
openml__sylva_agnostic__3889,TuneTables,0.993,640.793
|
| 616 |
+
openml__sylvine__168912,CatBoost,0.944,
|
| 617 |
+
openml__sylvine__168912,TabPFNs3000,0.93,6.382
|
| 618 |
+
openml__sylvine__168912,XGBoost,0.952,
|
| 619 |
+
openml__sylvine__168912,TuneTables,0.93,553.241
|
| 620 |
+
openml__synthetic_control__3512,CatBoost,0.969,
|
| 621 |
+
openml__synthetic_control__3512,TabPFNs3000,0.989,1.079
|
| 622 |
+
openml__synthetic_control__3512,XGBoost,0.962,
|
| 623 |
+
openml__synthetic_control__3512,TuneTables,0.983,37.54
|
| 624 |
+
openml__tae__47,CatBoost,0.512,
|
| 625 |
+
openml__tae__47,TabPFNs3000,0.526,0.499
|
| 626 |
+
openml__tae__47,XGBoost,0.624,
|
| 627 |
+
openml__tae__47,TuneTables,0.524,69.849
|
| 628 |
+
openml__texture__125922,CatBoost,0.967,
|
| 629 |
+
openml__texture__125922,XGBoost,0.985,
|
| 630 |
+
openml__texture__125922,TuneTables,0.996,733.267
|
| 631 |
+
openml__tic-tac-toe__49,CatBoost,0.955,
|
| 632 |
+
openml__tic-tac-toe__49,TabPFNs3000,0.948,2.118
|
| 633 |
+
openml__tic-tac-toe__49,XGBoost,0.993,
|
| 634 |
+
openml__tic-tac-toe__49,TuneTables,0.938,36.004
|
| 635 |
+
openml__transplant__3748,CatBoost,1,
|
| 636 |
+
openml__transplant__3748,TabPFNs3000,0.976,0.304
|
| 637 |
+
openml__transplant__3748,XGBoost,1,
|
| 638 |
+
openml__transplant__3748,TuneTables,1,53.693
|
| 639 |
+
openml__vehicle__53,CatBoost,0.757,
|
| 640 |
+
openml__vehicle__53,TabPFNs3000,0.843,2.454
|
| 641 |
+
openml__vehicle__53,XGBoost,0.75,
|
| 642 |
+
openml__vehicle__53,TuneTables,0.843,36.77
|
| 643 |
+
openml__visualizing_environmental__3602,CatBoost,0.675,
|
| 644 |
+
openml__visualizing_environmental__3602,TabPFNs3000,0.737,0.399
|
| 645 |
+
openml__visualizing_environmental__3602,XGBoost,0.762,
|
| 646 |
+
openml__visualizing_environmental__3602,TuneTables,0.737,55.331
|
| 647 |
+
openml__visualizing_livestock__3731,CatBoost,0.729,
|
| 648 |
+
openml__visualizing_livestock__3731,TabPFNs3000,0.718,0.325
|
| 649 |
+
openml__visualizing_livestock__3731,XGBoost,0.707,
|
| 650 |
+
openml__visualizing_livestock__3731,TuneTables,0.718,58.233
|
| 651 |
+
openml__volkert__168331,CatBoost,0.666,
|
| 652 |
+
openml__volkert__168331,TabPFNs3000,0.567,15.216
|
| 653 |
+
openml__volkert__168331,XGBoost,0.703,
|
| 654 |
+
openml__volkert__168331,TuneTables,0.693,
|
| 655 |
+
openml__vowel__3022,CatBoost,0.956,
|
| 656 |
+
openml__vowel__3022,XGBoost,0.903,
|
| 657 |
+
openml__vowel__3022,TuneTables,0.956,299.067
|
| 658 |
+
openml__walking-activity__9945,CatBoost,0.655,
|
| 659 |
+
openml__walking-activity__9945,XGBoost,0.672,
|
| 660 |
+
openml__walking-activity__9945,TuneTables,0.639,12990.791
|
| 661 |
+
openml__wall-robot-navigation__9960,CatBoost,0.993,
|
| 662 |
+
openml__wall-robot-navigation__9960,TabPFNs3000,0.949,6.967
|
| 663 |
+
openml__wall-robot-navigation__9960,XGBoost,0.996,
|
| 664 |
+
openml__wall-robot-navigation__9960,TuneTables,0.941,547.256
|
| 665 |
+
openml__wdbc__9946,CatBoost,0.966,
|
| 666 |
+
openml__wdbc__9946,TabPFNs3000,0.977,3.726
|
| 667 |
+
openml__wdbc__9946,XGBoost,0.971,
|
| 668 |
+
openml__wdbc__9946,TuneTables,0.977,36.426
|
| 669 |
+
openml__wilt__146820,CatBoost,0.982,
|
| 670 |
+
openml__wilt__146820,TabPFNs3000,0.989,4.2
|
| 671 |
+
openml__wilt__146820,XGBoost,0.985,
|
| 672 |
+
openml__wilt__146820,TuneTables,0.988,256.856
|
| 673 |
+
openml__yeast__145793,CatBoost,0.604,
|
| 674 |
+
openml__yeast__145793,TabPFNs3000,0.606,2.548
|
| 675 |
+
openml__yeast__145793,XGBoost,0.601,
|
| 676 |
+
openml__yeast__145793,TuneTables,0.598,72.246
|
05_2024_tabzilla_main_plotting_data/main_table_results_newlogic_05_16_2024.csv
ADDED
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05_2024_tabzilla_main_plotting_data/tt-rebuttal-all-algos-old-md-05_16_2024.csv
ADDED
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