benchmark/results/results_accuracy_ODTE_bart_2022-02-03_03:30:40_0.json

{"score_name": "accuracy", "title": "ODTE Random Forest rbf-trandom", "model": "ODTE", "version": "0.3.1", "stratified": false, "folds": 5, "date": "2022-02-03", "time": "03:30:40", "duration": 5781.79537153244, "seeds": [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1], "platform": "bart", "results": [{"dataset": "balance-scale", "samples": 625, "features": 4, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 7.137199999999999, "leaves": 4.0686, "depth": 3.5578000000000007, "score": 0.83664, "score_std": 0.035780307433000064, "time": 0.6177672529220581, "time_std": 0.19461796638905798}, {"dataset": "balloons", "samples": 16, "features": 4, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 2.4688, "leaves": 1.7344000000000002, "depth": 1.7209999999999999, "score": 0.5283333333333333, "score_std": 0.28896847194422054, "time": 0.10889463424682617, "time_std": 0.019671713776903584}, {"dataset": "breast-cancer-wisc-diag", "samples": 569, "features": 30, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 7.5848, "leaves": 4.2924, "depth": 3.5869999999999997, "score": 0.943592609843192, "score_std": 0.016661397925037517, "time": 0.42066421508789065, "time_std": 0.033429675150381734}, {"dataset": "breast-cancer-wisc-prog", "samples": 198, "features": 33, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 4.562, "leaves": 2.781, "depth": 2.5478, "score": 0.761179487179487, "score_std": 0.06934382506720184, "time": 0.1771797227859497, "time_std": 0.034568343396182984}, {"dataset": "breast-cancer-wisc", "samples": 699, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 6.244400000000001, "leaves": 3.6222000000000003, "depth": 3.3376000000000006, "score": 0.969813977389517, "score_std": 0.012323420790281108, "time": 0.337517237663269, "time_std": 0.028633384763427243}, {"dataset": "breast-cancer", "samples": 286, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 2.8024, "leaves": 1.9012, "depth": 1.8351999999999997, "score": 0.7028009679370839, "score_std": 0.04595046555906242, "time": 0.1587604808807373, "time_std": 0.026384850662760702}, {"dataset": "cardiotocography-10clases", "samples": 2126, "features": 21, "classes": 10, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 61.974000000000004, "leaves": 31.487000000000002, "depth": 10.024999999999999, "score": 0.642808947804474, "score_std": 0.03697937199920462, "time": 12.387316393852235, "time_std": 0.3590073861511883}, {"dataset": "cardiotocography-3clases", "samples": 2126, "features": 21, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 18.0632, "leaves": 9.5316, "depth": 6.0596000000000005, "score": 0.8344336923501795, "score_std": 0.02221093551012185, "time": 7.672927870750427, "time_std": 0.7331721633654505}, {"dataset": "conn-bench-sonar-mines-rocks", "samples": 208, "features": 60, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 9.0584, "leaves": 5.0292, "depth": 4.0434, "score": 0.745691056910569, "score_std": 0.07781240476721922, "time": 0.30148256301879883, "time_std": 0.0378317916236028}, {"dataset": "cylinder-bands", "samples": 512, "features": 35, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 8.0776, "leaves": 4.5388, "depth": 3.8558, "score": 0.6677460498762612, "score_std": 0.041770082749576755, "time": 0.7207667636871338, "time_std": 0.04784839935608797}, {"dataset": "dermatology", "samples": 366, "features": 34, "classes": 6, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 12.750000000000002, "leaves": 6.875000000000001, "depth": 5.1284, "score": 0.8278341355053683, "score_std": 0.06820092317685153, "time": 0.5688010311126709, "time_std": 0.040445081262492855}, {"dataset": "echocardiogram", "samples": 131, "features": 10, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 4.9639999999999995, "leaves": 2.9819999999999993, "depth": 2.7534000000000005, "score": 0.7183190883190883, "score_std": 0.10097728237133842, "time": 0.16634889125823973, "time_std": 0.027608960825428346}, {"dataset": "fertility", "samples": 100, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 1.3488, "leaves": 1.1743999999999999, "depth": 1.1698, "score": 0.88, "score_std": 0.0547722557505166, "time": 0.09429684162139892, "time_std": 0.015208197427760485}, {"dataset": "haberman-survival", "samples": 306, "features": 3, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 2.5128000000000004, "leaves": 1.7564, "depth": 1.6913999999999998, "score": 0.7349920676890536, "score_std": 0.04876847761268556, "time": 0.19292378425598145, "time_std": 0.03190899561344929}, {"dataset": "heart-hungarian", "samples": 294, "features": 12, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 4.5127999999999995, "leaves": 2.7563999999999997, "depth": 2.5606, "score": 0.7013676212741086, "score_std": 0.0809219946461108, "time": 0.22292399406433105, "time_std": 0.031165072761038633}, {"dataset": "hepatitis", "samples": 155, "features": 19, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 3.8796, "leaves": 2.4397999999999995, "depth": 2.326, "score": 0.7967741935483872, "score_std": 0.07391251120896516, "time": 0.1478731393814087, "time_std": 0.022607576431790226}, {"dataset": "ilpd-indian-liver", "samples": 583, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 2.192, "leaves": 1.5959999999999999, "depth": 1.5382000000000002, "score": 0.7135661656351313, "score_std": 0.038048725185040336, "time": 0.48266115188598635, "time_std": 0.051655728292043936}, {"dataset": "ionosphere", "samples": 351, "features": 33, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 7.3656, "leaves": 4.182799999999999, "depth": 3.7736, "score": 0.909102615694165, "score_std": 0.03422330118045134, "time": 0.32083333492279054, "time_std": 0.02855774722275299}, {"dataset": "iris", "samples": 150, "features": 4, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 7.8427999999999995, "leaves": 4.4214, "depth": 3.8182000000000005, "score": 0.9406666666666668, "score_std": 0.040710359042058726, "time": 0.2141592788696289, "time_std": 0.030782302288785555}, {"dataset": "led-display", "samples": 1000, "features": 7, "classes": 10, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 4.64, "leaves": 2.82, "depth": 2.675, "score": 0.2943, "score_std": 0.09919682454595005, "time": 1.5841535711288453, "time_std": 0.03938360272958363}, {"dataset": "libras", "samples": 360, "features": 90, "classes": 15, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 77.57600000000001, "leaves": 39.288000000000004, "depth": 11.358200000000002, "score": 0.7061111111111111, "score_std": 0.05592653911854173, "time": 2.5365961313247682, "time_std": 0.17879963267019125}, {"dataset": "low-res-spect", "samples": 531, "features": 100, "classes": 9, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 26.832800000000002, "leaves": 13.916400000000001, "depth": 7.504, "score": 0.8594868629871274, "score_std": 0.035864606208791214, "time": 1.1161338138580321, "time_std": 0.10040989943446307}, {"dataset": "lymphography", "samples": 148, "features": 18, "classes": 4, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 2.9868, "leaves": 1.9934, "depth": 1.9270000000000003, "score": 0.5624597701149425, "score_std": 0.1033610385678767, "time": 0.14216893672943115, "time_std": 0.03827699014307461}, {"dataset": "mammographic", "samples": 961, "features": 5, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 5.194799999999999, "leaves": 3.0973999999999995, "depth": 2.8662, "score": 0.8274751727115717, "score_std": 0.016902343180068048, "time": 0.8838846778869629, "time_std": 0.05363092539619058}, {"dataset": "molec-biol-promoter", "samples": 106, "features": 57, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 7.0832, "leaves": 4.0416, "depth": 3.4914, "score": 0.7875757575757575, "score_std": 0.1105431493130515, "time": 0.20977330207824707, "time_std": 0.028535168862479393}, {"dataset": "musk-1", "samples": 476, "features": 166, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 12.255600000000001, "leaves": 6.627800000000001, "depth": 4.893400000000001, "score": 0.8029407894736842, "score_std": 0.05045809925199971, "time": 0.6039102602005005, "time_std": 0.036913604184270275}, {"dataset": "oocytes_merluccius_nucleus_4d", "samples": 1022, "features": 41, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 6.2467999999999995, "leaves": 3.6233999999999997, "depth": 3.1759999999999997, "score": 0.6987340985174556, "score_std": 0.03590183528517325, "time": 1.7111716842651368, "time_std": 0.12626905416500642}, {"dataset": "oocytes_merluccius_states_2f", "samples": 1022, "features": 25, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 13.2328, "leaves": 7.116400000000001, "depth": 5.038, "score": 0.8955997130559541, "score_std": 0.016435768970388818, "time": 1.2600509071350097, "time_std": 0.07576058339496837}, {"dataset": "oocytes_trisopterus_nucleus_2f", "samples": 912, "features": 25, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 10.8568, "leaves": 5.9284, "depth": 4.5126, "score": 0.6728055005104184, "score_std": 0.06411764191986462, "time": 1.530781397819519, "time_std": 0.0929171582649808}, {"dataset": "oocytes_trisopterus_states_5b", "samples": 912, "features": 32, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 9.5296, "leaves": 5.2648, "depth": 4.328399999999999, "score": 0.8218164895214075, "score_std": 0.02116649019783652, "time": 1.256979308128357, "time_std": 0.09799395286080034}, {"dataset": "parkinsons", "samples": 195, "features": 22, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 4.2576, "leaves": 2.6288, "depth": 2.4901999999999997, "score": 0.8292307692307693, "score_std": 0.06737493588520758, "time": 0.17043761730194093, "time_std": 0.03417169429671151}, {"dataset": "pima", "samples": 768, "features": 8, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 7.068, "leaves": 4.034, "depth": 3.4112000000000005, "score": 0.6675689669807316, "score_std": 0.03341921594382814, "time": 1.189727210998535, "time_std": 0.10622516073021845}, {"dataset": "pittsburg-bridges-MATERIAL", "samples": 106, "features": 7, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 3.9644, "leaves": 2.4822, "depth": 2.401, "score": 0.7602164502164502, "score_std": 0.0939277128811863, "time": 0.14922163486480713, "time_std": 0.02853100436633155}, {"dataset": "pittsburg-bridges-REL-L", "samples": 103, "features": 7, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 5.277200000000001, "leaves": 3.1386000000000003, "depth": 2.9160000000000004, "score": 0.6542857142857141, "score_std": 0.10544474431809482, "time": 0.17481143951416014, "time_std": 0.022428874936164373}, {"dataset": "pittsburg-bridges-SPAN", "samples": 92, "features": 7, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 5.857599999999999, "leaves": 3.4288, "depth": 3.1568, "score": 0.5719883040935673, "score_std": 0.1242024451947708, "time": 0.18794442176818849, "time_std": 0.02985548463524823}, {"dataset": "pittsburg-bridges-T-OR-D", "samples": 102, "features": 7, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 1.4912, "leaves": 1.2456, "depth": 1.2418, "score": 0.8628095238095238, "score_std": 0.0747571882042698, "time": 0.09757653713226318, "time_std": 0.020156088712399656}, {"dataset": "planning", "samples": 182, "features": 12, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 3.1615999999999995, "leaves": 2.0808, "depth": 1.9382000000000001, "score": 0.7143693693693695, "score_std": 0.0715459100205182, "time": 0.15117477416992187, "time_std": 0.027556709743609565}, {"dataset": "post-operative", "samples": 90, "features": 8, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 1.4835999999999998, "leaves": 1.2418, "depth": 1.2364, "score": 0.711111111111111, "score_std": 0.07535922203472521, "time": 0.09722795486450195, "time_std": 0.019812548855235236}, {"dataset": "seeds", "samples": 210, "features": 7, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 9.5412, "leaves": 5.270600000000001, "depth": 4.3298, "score": 0.8814285714285713, "score_std": 0.05183481525540877, "time": 0.28149277687072755, "time_std": 0.03593651216556468}, {"dataset": "statlog-australian-credit", "samples": 690, "features": 14, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 2.4772, "leaves": 1.7386, "depth": 1.6631999999999996, "score": 0.6782608695652174, "score_std": 0.03904983647915211, "time": 0.7318862819671631, "time_std": 0.08030871236347309}, {"dataset": "statlog-german-credit", "samples": 1000, "features": 24, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 4.3064, "leaves": 2.6532, "depth": 2.4, "score": 0.6999000000000001, "score_std": 0.02800874863323957, "time": 1.2979257345199584, "time_std": 0.14055468916153943}, {"dataset": "statlog-heart", "samples": 270, "features": 13, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 5.860399999999999, "leaves": 3.4301999999999997, "depth": 3.0416, "score": 0.7788888888888889, "score_std": 0.06190948745134578, "time": 0.24591704845428466, "time_std": 0.03014492783221804}, {"dataset": "statlog-image", "samples": 2310, "features": 18, "classes": 7, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 45.545999999999985, "leaves": 23.272999999999993, "depth": 9.1984, "score": 0.8756709956709957, "score_std": 0.02985494312471499, "time": 8.025077157020569, "time_std": 0.3047384000209816}, {"dataset": "statlog-vehicle", "samples": 846, "features": 18, "classes": 4, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 40.6352, "leaves": 20.8176, "depth": 8.263399999999999, "score": 0.6710462930734425, "score_std": 0.036678454352752625, "time": 2.0673674631118772, "time_std": 0.08726155641718647}, {"dataset": "synthetic-control", "samples": 600, "features": 60, "classes": 6, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 35.101200000000006, "leaves": 18.050600000000003, "depth": 7.796600000000001, "score": 0.9253333333333333, "score_std": 0.04006799775936458, "time": 1.255812602043152, "time_std": 0.08622473751831855}, {"dataset": "tic-tac-toe", "samples": 958, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 1.5191999999999999, "leaves": 1.2596, "depth": 1.2488, "score": 0.6534505890052357, "score_std": 0.028021260679892277, "time": 0.5834018039703369, "time_std": 0.04889964834108724}, {"dataset": "vertebral-column-2clases", "samples": 310, "features": 6, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 5.524400000000001, "leaves": 3.2622000000000004, "depth": 2.9038, "score": 0.6929032258064517, "score_std": 0.05850727250970133, "time": 0.25533213138580324, "time_std": 0.03970254567178629}, {"dataset": "wine", "samples": 178, "features": 13, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 11.193600000000002, "leaves": 6.096800000000001, "depth": 4.6006, "score": 0.9539047619047618, "score_std": 0.04192124495448145, "time": 0.308022780418396, "time_std": 0.03248911852052581}, {"dataset": "zoo", "samples": 101, "features": 16, "classes": 7, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"}, "nodes": 7.6048, "leaves": 4.3024000000000004, "depth": 3.845, "score": 0.8197619047619047, "score_std": 0.0828602216176774, "time": 0.23705943584442138, "time_std": 0.02851762391822564}]}