benchmark/results/results_accuracy_ODTE_Galgo_2022-02-05_12:59:50_0.json

{"score_name": "accuracy", "title": "ODTE pseudo Random Forest linear-best max_features-sqrt", "model": "ODTE", "version": "0.3.1", "stratified": false, "folds": 5, "date": "2022-02-05", "time": "12:59:50", "duration": 2723.418879032135, "seeds": [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1], "platform": "Galgo", "results": [{"dataset": "balance-scale", "samples": 625, "features": 4, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 8.9696, "leaves": 4.9848, "depth": 4.109400000000001, "score": 0.8001599999999998, "score_std": 0.05035528174878977, "time": 0.8122569704055786, "time_std": 1.5862852595031824}, {"dataset": "balloons", "samples": 16, "features": 4, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 2.9156000000000004, "leaves": 1.9578000000000002, "depth": 1.9426, "score": 0.5733333333333333, "score_std": 0.31386479750222246, "time": 0.14730702877044677, "time_std": 0.018493906786286433}, {"dataset": "breast-cancer-wisc-diag", "samples": 569, "features": 30, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 6.090400000000001, "leaves": 3.5452000000000004, "depth": 3.1792, "score": 0.9416596801738859, "score_std": 0.01938800015064548, "time": 0.3274296569824219, "time_std": 0.029990667289926203}, {"dataset": "breast-cancer-wisc-prog", "samples": 198, "features": 33, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 2.1544, "leaves": 1.5772, "depth": 1.4882, "score": 0.7626923076923078, "score_std": 0.0691680627695892, "time": 0.16322720527648926, "time_std": 0.03518037461854064}, {"dataset": "breast-cancer-wisc", "samples": 699, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 6.656000000000001, "leaves": 3.8280000000000003, "depth": 3.5348, "score": 0.9642384378211717, "score_std": 0.015255225761324086, "time": 0.35345330715179446, "time_std": 0.037406701219207424}, {"dataset": "breast-cancer", "samples": 286, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 3.3268, "leaves": 2.1634, "depth": 2.0286, "score": 0.7087537810042346, "score_std": 0.04832098598112696, "time": 0.19992736339569092, "time_std": 0.03141077166310883}, {"dataset": "cardiotocography-10clases", "samples": 2126, "features": 21, "classes": 10, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 50.9392, "leaves": 25.9696, "depth": 9.020199999999999, "score": 0.6340110466721901, "score_std": 0.025769940673218562, "time": 7.128880910873413, "time_std": 0.18926139075763174}, {"dataset": "cardiotocography-3clases", "samples": 2126, "features": 21, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 14.831199999999999, "leaves": 7.9156, "depth": 5.2412, "score": 0.81543198011599, "score_std": 0.020460036601433734, "time": 2.3314816188812255, "time_std": 0.18728253964404742}, {"dataset": "conn-bench-sonar-mines-rocks", "samples": 208, "features": 60, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 9.8924, "leaves": 5.4462, "depth": 4.0806000000000004, "score": 0.7485249709639955, "score_std": 0.07350172724884242, "time": 0.38158231258392333, "time_std": 0.04783115961490115}, {"dataset": "cylinder-bands", "samples": 512, "features": 35, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 5.1064, "leaves": 3.0532000000000004, "depth": 2.7325999999999997, "score": 0.6535027603274319, "score_std": 0.036129278093051075, "time": 0.38775416851043704, "time_std": 0.06298682346792704}, {"dataset": "dermatology", "samples": 366, "features": 34, "classes": 6, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 13.6572, "leaves": 7.3286, "depth": 5.582000000000001, "score": 0.8966604961125507, "score_std": 0.061001009474466225, "time": 0.6329716491699219, "time_std": 0.0374887602499817}, {"dataset": "echocardiogram", "samples": 131, "features": 10, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 3.7116000000000002, "leaves": 2.3558000000000003, "depth": 2.2288, "score": 0.7465527065527064, "score_std": 0.09579339000367594, "time": 0.1847024917602539, "time_std": 0.028546807283046143}, {"dataset": "fertility", "samples": 100, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 1.2072, "leaves": 1.1036, "depth": 1.1027999999999998, "score": 0.88, "score_std": 0.0547722557505166, "time": 0.11834299087524414, "time_std": 0.014816063267039872}, {"dataset": "haberman-survival", "samples": 306, "features": 3, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 1.4935999999999998, "leaves": 1.2468000000000001, "depth": 1.2212, "score": 0.7353199365415125, "score_std": 0.048398466240040176, "time": 0.13687565803527832, "time_std": 0.02201404698598608}, {"dataset": "heart-hungarian", "samples": 294, "features": 12, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 4.0984, "leaves": 2.5492, "depth": 2.4614, "score": 0.8135710111046173, "score_std": 0.04974427391754514, "time": 0.22873387813568116, "time_std": 0.03210390300045249}, {"dataset": "hepatitis", "samples": 155, "features": 19, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 3.9703999999999997, "leaves": 2.4852, "depth": 2.2679999999999993, "score": 0.7961290322580646, "score_std": 0.07340109756556332, "time": 0.19425107955932616, "time_std": 0.03525528511059739}, {"dataset": "ilpd-indian-liver", "samples": 583, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 1.01, "leaves": 1.005, "depth": 1.005, "score": 0.7135661656351313, "score_std": 0.038048725185040336, "time": 0.1779280424118042, "time_std": 0.026109746600823186}, {"dataset": "ionosphere", "samples": 351, "features": 33, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 6.372800000000001, "leaves": 3.6864000000000003, "depth": 3.1916000000000007, "score": 0.7797384305835009, "score_std": 0.07128674956212924, "time": 0.3196489477157593, "time_std": 0.04240789884271996}, {"dataset": "iris", "samples": 150, "features": 4, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 5.4643999999999995, "leaves": 3.2321999999999997, "depth": 3.1412000000000004, "score": 0.9486666666666664, "score_std": 0.03783590299643389, "time": 0.21735010623931886, "time_std": 0.029878309923918312}, {"dataset": "led-display", "samples": 1000, "features": 7, "classes": 10, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 6.1776, "leaves": 3.5888, "depth": 2.9928, "score": 0.3741, "score_std": 0.0700691801008118, "time": 1.3551209926605225, "time_std": 0.03627958924167409}, {"dataset": "libras", "samples": 360, "features": 90, "classes": 15, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 87.07799999999999, "leaves": 44.038999999999994, "depth": 11.857000000000001, "score": 0.701111111111111, "score_std": 0.05653579659203802, "time": 3.2099154949188233, "time_std": 0.16842603096991599}, {"dataset": "low-res-spect", "samples": 531, "features": 100, "classes": 9, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 24.226800000000004, "leaves": 12.613400000000002, "depth": 6.427, "score": 0.8491218479985894, "score_std": 0.04646242324308913, "time": 1.0112869787216185, "time_std": 0.10990386391407361}, {"dataset": "lymphography", "samples": 148, "features": 18, "classes": 4, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 3.2688, "leaves": 2.1344, "depth": 2.0446, "score": 0.5620689655172414, "score_std": 0.09375619061782009, "time": 0.18469221591949464, "time_std": 0.032748990409344286}, {"dataset": "mammographic", "samples": 961, "features": 5, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 4.5920000000000005, "leaves": 2.796, "depth": 2.657, "score": 0.8209207685664941, "score_std": 0.02225792631923752, "time": 0.5136569881439209, "time_std": 0.04184230702138782}, {"dataset": "molec-biol-promoter", "samples": 106, "features": 57, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 10.3664, "leaves": 5.683199999999999, "depth": 4.132999999999999, "score": 0.7345021645021644, "score_std": 0.14908729525865405, "time": 0.3239852714538574, "time_std": 0.03870423042637426}, {"dataset": "musk-1", "samples": 476, "features": 166, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 12.121200000000002, "leaves": 6.560600000000001, "depth": 4.6314, "score": 0.726267543859649, "score_std": 0.06951232464219712, "time": 0.5847345066070556, "time_std": 0.06572026073999479}, {"dataset": "oocytes_merluccius_nucleus_4d", "samples": 1022, "features": 41, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 1.4407999999999999, "leaves": 1.2204, "depth": 1.1706, "score": 0.6702563366810138, "score_std": 0.024253557618839905, "time": 0.5139953136444092, "time_std": 0.0935417820940091}, {"dataset": "oocytes_merluccius_states_2f", "samples": 1022, "features": 25, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 11.4952, "leaves": 6.2476, "depth": 4.662599999999999, "score": 0.8934495456719272, "score_std": 0.018156869578717413, "time": 0.7753560447692871, "time_std": 0.035470987973635085}, {"dataset": "oocytes_trisopterus_nucleus_2f", "samples": 912, "features": 25, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 5.225999999999999, "leaves": 3.1129999999999995, "depth": 2.5348, "score": 0.5882717828619467, "score_std": 0.05135383037751828, "time": 0.6785374069213868, "time_std": 0.14116595415262398}, {"dataset": "oocytes_trisopterus_states_5b", "samples": 912, "features": 32, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 8.194799999999999, "leaves": 4.5974, "depth": 3.8579999999999997, "score": 0.7988926920074461, "score_std": 0.023953687779764216, "time": 0.6939559602737426, "time_std": 0.06101093372070827}, {"dataset": "parkinsons", "samples": 195, "features": 22, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 3.94, "leaves": 2.47, "depth": 2.3738, "score": 0.8446153846153845, "score_std": 0.06054974970509055, "time": 0.21275237560272217, "time_std": 0.030545727019804497}, {"dataset": "pima", "samples": 768, "features": 8, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 2.5848, "leaves": 1.7924, "depth": 1.7222000000000002, "score": 0.6538935574229693, "score_std": 0.029156411834132506, "time": 0.36250867366790773, "time_std": 0.05425154724843077}, {"dataset": "pittsburg-bridges-MATERIAL", "samples": 106, "features": 7, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 4.0536, "leaves": 2.5268, "depth": 2.4578, "score": 0.8093506493506492, "score_std": 0.08766083051454125, "time": 0.19799943923950195, "time_std": 0.031073671245469368}, {"dataset": "pittsburg-bridges-REL-L", "samples": 103, "features": 7, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 5.450799999999999, "leaves": 3.2253999999999996, "depth": 2.9553999999999996, "score": 0.6760952380952381, "score_std": 0.09381672682039444, "time": 0.2380555295944214, "time_std": 0.026010933566013555}, {"dataset": "pittsburg-bridges-SPAN", "samples": 92, "features": 7, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 6.1344, "leaves": 3.5672, "depth": 3.1968, "score": 0.5634502923976609, "score_std": 0.12155199710299462, "time": 0.25981894493103025, "time_std": 0.038148639202244795}, {"dataset": "pittsburg-bridges-T-OR-D", "samples": 102, "features": 7, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 1.3359999999999999, "leaves": 1.168, "depth": 1.1667999999999998, "score": 0.8628095238095238, "score_std": 0.0747571882042698, "time": 0.1211462116241455, "time_std": 0.015319255877694199}, {"dataset": "planning", "samples": 182, "features": 12, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 1.1028, "leaves": 1.0514000000000001, "depth": 1.0494, "score": 0.7143693693693695, "score_std": 0.0715459100205182, "time": 0.12508613586425782, "time_std": 0.012807731723686837}, {"dataset": "post-operative", "samples": 90, "features": 8, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 1.6523999999999999, "leaves": 1.3262, "depth": 1.3215999999999999, "score": 0.711111111111111, "score_std": 0.07535922203472521, "time": 0.12998947620391846, "time_std": 0.023861613188547053}, {"dataset": "seeds", "samples": 210, "features": 7, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 7.1663999999999985, "leaves": 4.0832, "depth": 3.6915999999999998, "score": 0.8852380952380954, "score_std": 0.047306114623012784, "time": 0.3040009498596191, "time_std": 0.034376850812968616}, {"dataset": "statlog-australian-credit", "samples": 690, "features": 14, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 1.0452, "leaves": 1.0226, "depth": 1.0222, "score": 0.6782608695652174, "score_std": 0.03904983647915211, "time": 0.23366854190826417, "time_std": 0.02457928398890131}, {"dataset": "statlog-german-credit", "samples": 1000, "features": 24, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 1.9664, "leaves": 1.4831999999999996, "depth": 1.4305999999999996, "score": 0.7000000000000002, "score_std": 0.028017851452243787, "time": 0.4346355104446411, "time_std": 0.06331991680707005}, {"dataset": "statlog-heart", "samples": 270, "features": 13, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 5.4883999999999995, "leaves": 3.2441999999999998, "depth": 3.011, "score": 0.8251851851851854, "score_std": 0.054579072651225614, "time": 0.27125466346740723, "time_std": 0.034073714860612385}, {"dataset": "statlog-image", "samples": 2310, "features": 18, "classes": 7, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 28.653599999999997, "leaves": 14.826799999999999, "depth": 7.3838, "score": 0.8226406926406926, "score_std": 0.0373259847476926, "time": 4.257019834518433, "time_std": 0.1394967535324361}, {"dataset": "statlog-vehicle", "samples": 846, "features": 18, "classes": 4, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 34.8148, "leaves": 17.9074, "depth": 7.687400000000001, "score": 0.6576902192829794, "score_std": 0.032696121561948455, "time": 1.8241391324996947, "time_std": 0.09844281684101254}, {"dataset": "synthetic-control", "samples": 600, "features": 60, "classes": 6, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 27.1384, "leaves": 14.0692, "depth": 7.261, "score": 0.9278333333333333, "score_std": 0.05092505386458723, "time": 1.07183602809906, "time_std": 0.06150028126936847}, {"dataset": "tic-tac-toe", "samples": 958, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 1.7151999999999998, "leaves": 1.3576000000000001, "depth": 1.3446, "score": 0.6534505890052357, "score_std": 0.028021260679892277, "time": 0.3860352659225464, "time_std": 0.04399351928916529}, {"dataset": "vertebral-column-2clases", "samples": 310, "features": 6, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 3.0276, "leaves": 2.0138, "depth": 1.9491999999999998, "score": 0.6964516129032259, "score_std": 0.06392389465616505, "time": 0.20552405834197998, "time_std": 0.0385863029983234}, {"dataset": "wine", "samples": 178, "features": 13, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 8.679200000000002, "leaves": 4.839600000000001, "depth": 3.9968, "score": 0.9549523809523809, "score_std": 0.03150006298809526, "time": 0.3264822721481323, "time_std": 0.028308522442620908}, {"dataset": "zoo", "samples": 101, "features": 16, "classes": 7, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 8.945599999999999, "leaves": 4.972799999999999, "depth": 4.2, "score": 0.8554285714285713, "score_std": 0.08122229511956551, "time": 0.350914568901062, "time_std": 0.027253200881479298}]}