{ "score_name": "f1_micro", "model": "ExtraTree", "version": "-", "stratified": false, "folds": 5, "date": "2021-12-17", "time": "16:06:31", "duration": 9.619707822799683, "seeds": [ 57, 31, 1714, 17, 23, 79, 83, 97, 7, 1 ], "platform": "bart", "results": [ { "dataset": "balance-scale", "samples": 625, "features": 4, "classes": 3, "hyperparameters": {}, "nodes": 0.0, "leaves": 183.12, "depth": 0.0, "score": 0.7878399999999999, "score_std": 0.03687783073880566, "time": 0.0013442611694335937, "time_std": 5.167281589579054e-05 }, { "dataset": "balloons", "samples": 16, "features": 4, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 7.26, "depth": 0.0, "score": 0.575, "score_std": 0.28927591596182967, "time": 0.0010215330123901367, "time_std": 3.4219138174833486e-06 }, { "dataset": "breast-cancer-wisc-diag", "samples": 569, "features": 30, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 53.76, "depth": 0.0, "score": 0.9131858407079645, "score_std": 0.027969722048511694, "time": 0.0013706111907958985, "time_std": 3.984842742273471e-05 }, { "dataset": "breast-cancer-wisc-prog", "samples": 198, "features": 33, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 57.7, "depth": 0.0, "score": 0.6632179487179486, "score_std": 0.07656410793102839, "time": 0.0012218856811523438, "time_std": 1.6226689324198447e-05 }, { "dataset": "breast-cancer-wisc", "samples": 699, "features": 9, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 53.34, "depth": 0.0, "score": 0.9403360739979445, "score_std": 0.021651408896714543, "time": 0.0012725830078125, "time_std": 1.6176169104900417e-05 }, { "dataset": "breast-cancer", "samples": 286, "features": 9, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 119.58, "depth": 0.0, "score": 0.656908650937689, "score_std": 0.05914309228326182, "time": 0.0012351179122924805, "time_std": 9.03465392096915e-05 }, { "dataset": "cardiotocography-10clases", "samples": 2126, "features": 21, "classes": 10, "hyperparameters": {}, "nodes": 0.0, "leaves": 686.2, "depth": 0.0, "score": 0.6989177575255454, "score_std": 0.030051929270415466, "time": 0.003147635459899902, "time_std": 6.113688384517982e-05 }, { "dataset": "cardiotocography-3clases", "samples": 2126, "features": 21, "classes": 3, "hyperparameters": {}, "nodes": 0.0, "leaves": 317.06, "depth": 0.0, "score": 0.8819887323943664, "score_std": 0.01507833257138732, "time": 0.0024727058410644533, "time_std": 0.00011212073223192234 }, { "dataset": "conn-bench-sonar-mines-rocks", "samples": 208, "features": 60, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 50.9, "depth": 0.0, "score": 0.6956445993031357, "score_std": 0.07653320217222026, "time": 0.001264939308166504, "time_std": 1.4616844790000046e-05 }, { "dataset": "cylinder-bands", "samples": 512, "features": 35, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 165.6, "depth": 0.0, "score": 0.6958918713116314, "score_std": 0.04592870865503855, "time": 0.0015608882904052735, "time_std": 2.8066084244221654e-05 }, { "dataset": "dermatology", "samples": 366, "features": 34, "classes": 6, "hyperparameters": {}, "nodes": 0.0, "leaves": 51.12, "depth": 0.0, "score": 0.8975268419104035, "score_std": 0.03952766890465837, "time": 0.0012487220764160157, "time_std": 1.5461899074979535e-05 }, { "dataset": "echocardiogram", "samples": 131, "features": 10, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 41.78, "depth": 0.0, "score": 0.7305982905982905, "score_std": 0.08853188223988526, "time": 0.0010889339447021484, "time_std": 8.872047081091828e-06 }, { "dataset": "fertility", "samples": 100, "features": 9, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 25.02, "depth": 0.0, "score": 0.8059999999999999, "score_std": 0.0690217357069496, "time": 0.001058216094970703, "time_std": 2.4702016842017095e-05 }, { "dataset": "haberman-survival", "samples": 306, "features": 3, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 140.96, "depth": 0.0, "score": 0.6500105764145954, "score_std": 0.06301971546791206, "time": 0.0011692237854003906, "time_std": 7.962729389864947e-06 }, { "dataset": "heart-hungarian", "samples": 294, "features": 12, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 90.8, "depth": 0.0, "score": 0.7604909409701931, "score_std": 0.04869532741159298, "time": 0.0011901044845581054, "time_std": 9.038625369278976e-06 }, { "dataset": "hepatitis", "samples": 155, "features": 19, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 39.22, "depth": 0.0, "score": 0.7793548387096775, "score_std": 0.07805118521205993, "time": 0.001108241081237793, "time_std": 9.62848051992928e-06 }, { "dataset": "ilpd-indian-liver", "samples": 583, "features": 9, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 206.1, "depth": 0.0, "score": 0.6634232242852933, "score_std": 0.038699636929008456, "time": 0.0014972448348999023, "time_std": 1.986215658008889e-05 }, { "dataset": "ionosphere", "samples": 351, "features": 33, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 55.54, "depth": 0.0, "score": 0.8540885311871226, "score_std": 0.04332727262995766, "time": 0.001300678253173828, "time_std": 1.6731288408049297e-05 }, { "dataset": "iris", "samples": 150, "features": 4, "classes": 3, "hyperparameters": {}, "nodes": 0.0, "leaves": 18.4, "depth": 0.0, "score": 0.9333333333333335, "score_std": 0.04422166387140532, "time": 0.0010451316833496095, "time_std": 7.280633554580308e-06 }, { "dataset": "led-display", "samples": 1000, "features": 7, "classes": 10, "hyperparameters": {}, "nodes": 0.0, "leaves": 79.7, "depth": 0.0, "score": 0.7036999999999999, "score_std": 0.028806422894903125, "time": 0.0013840103149414063, "time_std": 9.42377414867034e-06 }, { "dataset": "libras", "samples": 360, "features": 90, "classes": 15, "hyperparameters": {}, "nodes": 0.0, "leaves": 119.44, "depth": 0.0, "score": 0.6022222222222223, "score_std": 0.05851558829982036, "time": 0.001684427261352539, "time_std": 2.2200751536485995e-05 }, { "dataset": "low-res-spect", "samples": 531, "features": 100, "classes": 9, "hyperparameters": {}, "nodes": 0.0, "leaves": 85.7, "depth": 0.0, "score": 0.8043255157820492, "score_std": 0.038607085553935556, "time": 0.001765456199645996, "time_std": 3.519962712742346e-05 }, { "dataset": "lymphography", "samples": 148, "features": 18, "classes": 4, "hyperparameters": {}, "nodes": 0.0, "leaves": 44.96, "depth": 0.0, "score": 0.7288505747126437, "score_std": 0.07209829097764535, "time": 0.0011060237884521484, "time_std": 7.044613431710773e-06 }, { "dataset": "mammographic", "samples": 961, "features": 5, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 307.98, "depth": 0.0, "score": 0.7595207253886009, "score_std": 0.027055981087449783, "time": 0.0015775346755981445, "time_std": 1.996351585508718e-05 }, { "dataset": "molec-biol-promoter", "samples": 106, "features": 57, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 25.72, "depth": 0.0, "score": 0.6611255411255411, "score_std": 0.09268635844993099, "time": 0.0011171436309814454, "time_std": 1.2261184884402059e-05 }, { "dataset": "musk-1", "samples": 476, "features": 166, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 92.98, "depth": 0.0, "score": 0.7796030701754388, "score_std": 0.043688902783382215, "time": 0.0019842100143432615, "time_std": 5.5952891587127595e-05 }, { "dataset": "oocytes_merluccius_nucleus_4d", "samples": 1022, "features": 41, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 278.4, "depth": 0.0, "score": 0.6907929220468675, "score_std": 0.025573299489788762, "time": 0.002266845703125, "time_std": 4.846367386894523e-05 }, { "dataset": "oocytes_merluccius_states_2f", "samples": 1022, "features": 25, "classes": 3, "hyperparameters": {}, "nodes": 0.0, "leaves": 135.78, "depth": 0.0, "score": 0.8678149210903873, "score_std": 0.018751010032533294, "time": 0.0017239952087402344, "time_std": 4.72133314173003e-05 }, { "dataset": "oocytes_trisopterus_nucleus_2f", "samples": 912, "features": 25, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 259.5, "depth": 0.0, "score": 0.6820134510298443, "score_std": 0.035675489219353006, "time": 0.0020188617706298827, "time_std": 6.64877227675217e-05 }, { "dataset": "oocytes_trisopterus_states_5b", "samples": 912, "features": 32, "classes": 3, "hyperparameters": {}, "nodes": 0.0, "leaves": 162.4, "depth": 0.0, "score": 0.8403422806701495, "score_std": 0.026186005269240954, "time": 0.0017995119094848632, "time_std": 4.866695557295455e-05 }, { "dataset": "parkinsons", "samples": 195, "features": 22, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 37.26, "depth": 0.0, "score": 0.8482051282051282, "score_std": 0.06020783639564788, "time": 0.0011319637298583985, "time_std": 1.0123220300824196e-05 }, { "dataset": "pima", "samples": 768, "features": 8, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 301.64, "depth": 0.0, "score": 0.6649944826415415, "score_std": 0.03466246243736563, "time": 0.0015465927124023438, "time_std": 2.1804530189998746e-05 }, { "dataset": "pittsburg-bridges-MATERIAL", "samples": 106, "features": 7, "classes": 3, "hyperparameters": {}, "nodes": 0.0, "leaves": 29.82, "depth": 0.0, "score": 0.7835930735930735, "score_std": 0.07970952540707685, "time": 0.0010512924194335937, "time_std": 3.4246774011662974e-05 }, { "dataset": "pittsburg-bridges-REL-L", "samples": 103, "features": 7, "classes": 3, "hyperparameters": {}, "nodes": 0.0, "leaves": 49.08, "depth": 0.0, "score": 0.6253333333333333, "score_std": 0.10873604896570042, "time": 0.0010633039474487304, "time_std": 5.035023331974391e-06 }, { "dataset": "pittsburg-bridges-SPAN", "samples": 92, "features": 7, "classes": 3, "hyperparameters": {}, "nodes": 0.0, "leaves": 46.38, "depth": 0.0, "score": 0.5715204678362573, "score_std": 0.12252433352049193, "time": 0.0010603857040405273, "time_std": 5.635781521579149e-06 }, { "dataset": "pittsburg-bridges-T-OR-D", "samples": 102, "features": 7, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 28.94, "depth": 0.0, "score": 0.8365714285714287, "score_std": 0.08634786997098468, "time": 0.0010496234893798827, "time_std": 1.9511041487032722e-05 }, { "dataset": "planning", "samples": 182, "features": 12, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 75.52, "depth": 0.0, "score": 0.5972672672672672, "score_std": 0.08066489784697915, "time": 0.001165494918823242, "time_std": 1.1462471031708319e-05 }, { "dataset": "post-operative", "samples": 90, "features": 8, "classes": 3, "hyperparameters": {}, "nodes": 0.0, "leaves": 44.08, "depth": 0.0, "score": 0.5733333333333334, "score_std": 0.10566660824861103, "time": 0.001059274673461914, "time_std": 4.301811205346412e-06 }, { "dataset": "seeds", "samples": 210, "features": 7, "classes": 3, "hyperparameters": {}, "nodes": 0.0, "leaves": 40.74, "depth": 0.0, "score": 0.8838095238095236, "score_std": 0.04354995567685211, "time": 0.001092963218688965, "time_std": 9.37531338674868e-06 }, { "dataset": "statlog-australian-credit", "samples": 690, "features": 14, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 338.58, "depth": 0.0, "score": 0.5704347826086956, "score_std": 0.041879795179494514, "time": 0.0016360712051391602, "time_std": 2.119103655806471e-05 }, { "dataset": "statlog-german-credit", "samples": 1000, "features": 24, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 369.5, "depth": 0.0, "score": 0.6664, "score_std": 0.03069267013474064, "time": 0.0019384050369262696, "time_std": 4.845854681795363e-05 }, { "dataset": "statlog-heart", "samples": 270, "features": 13, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 85.76, "depth": 0.0, "score": 0.7507407407407407, "score_std": 0.04860326215293292, "time": 0.0011822032928466798, "time_std": 8.877273673188793e-06 }, { "dataset": "statlog-image", "samples": 2310, "features": 18, "classes": 7, "hyperparameters": {}, "nodes": 0.0, "leaves": 245.46, "depth": 0.0, "score": 0.928917748917749, "score_std": 0.011578447915777761, "time": 0.002422494888305664, "time_std": 7.826518205394929e-05 }, { "dataset": "statlog-vehicle", "samples": 846, "features": 18, "classes": 4, "hyperparameters": {}, "nodes": 0.0, "leaves": 270.46, "depth": 0.0, "score": 0.6626481030281935, "score_std": 0.029721786236711036, "time": 0.0018076896667480469, "time_std": 2.786112631031671e-05 }, { "dataset": "synthetic-control", "samples": 600, "features": 60, "classes": 6, "hyperparameters": {}, "nodes": 0.0, "leaves": 93.36, "depth": 0.0, "score": 0.8525, "score_std": 0.034490336810958123, "time": 0.0016541385650634766, "time_std": 3.236638984183503e-05 }, { "dataset": "tic-tac-toe", "samples": 958, "features": 9, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 205.74, "depth": 0.0, "score": 0.8658529668411867, "score_std": 0.030146489305175026, "time": 0.0015217018127441405, "time_std": 3.338426269471731e-05 }, { "dataset": "vertebral-column-2clases", "samples": 310, "features": 6, "classes": 2, "hyperparameters": {}, "nodes": 0.0, "leaves": 96.28, "depth": 0.0, "score": 0.747741935483871, "score_std": 0.06311049392365933, "time": 0.0011816549301147462, "time_std": 1.343389069926157e-05 }, { "dataset": "wine", "samples": 178, "features": 13, "classes": 3, "hyperparameters": {}, "nodes": 0.0, "leaves": 31.36, "depth": 0.0, "score": 0.8719999999999999, "score_std": 0.060551351036709916, "time": 0.0010975885391235351, "time_std": 7.585442122686147e-06 }, { "dataset": "zoo", "samples": 101, "features": 16, "classes": 7, "hyperparameters": {}, "nodes": 0.0, "leaves": 15.12, "depth": 0.0, "score": 0.9346666666666665, "score_std": 0.06150449350322653, "time": 0.0010481882095336914, "time_std": 3.942520651766741e-06 } ], "title": "default" }