benchmark/best/results_accuracy_ODTE_Galgo_2022-02-17_09:59:54_0.json

{"score_name": "accuracy", "title": "ODTE with default and STree with optimized hyperparameters", "model": "ODTE", "version": "0.3.1", "stratified": false, "folds": 5, "date": "2022-02-17", "time": "09:59:54", "duration": 82547.39744639397, "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": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 10000.0, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"}, "nodes": 6.345200000000001, "leaves": 3.6726, "depth": 3.0014, "score": 0.97376, "score_std": 0.019001642034308507, "time": 2.3047285747528075, "time_std": 0.08110458486026088}, {"dataset": "balloons", "samples": 16, "features": 4, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 7, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"}, "nodes": 2.9951999999999996, "leaves": 1.9975999999999998, "depth": 1.9975999999999998, "score": 0.7583333333333333, "score_std": 0.2785129161178067, "time": 0.2267332363128662, "time_std": 0.005824989168524221}, {"dataset": "breast-cancer-wisc-diag", "samples": 569, "features": 30, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 0.2, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 4.5284, "leaves": 2.7642000000000007, "depth": 2.5853999999999995, "score": 0.9736407390156807, "score_std": 0.015506937777254242, "time": 1.3963771295547485, "time_std": 0.1742755811279132}, {"dataset": "breast-cancer-wisc-prog", "samples": 198, "features": 33, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 0.2, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 7.944399999999999, "leaves": 4.4722, "depth": 3.5747999999999998, "score": 0.810102564102564, "score_std": 0.06056448251036948, "time": 2.564282302856445, "time_std": 0.23351172508162799}, {"dataset": "breast-cancer-wisc", "samples": 699, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 4.529999999999999, "leaves": 2.765, "depth": 2.7334000000000005, "score": 0.9669486125385406, "score_std": 0.01222526906445037, "time": 1.6849254512786864, "time_std": 0.06992697784886659}, {"dataset": "breast-cancer", "samples": 286, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 15.780400000000002, "leaves": 8.3902, "depth": 5.0114, "score": 0.7338415003024804, "score_std": 0.045062783038850446, "time": 5.391645622253418, "time_std": 0.3056593882286104}, {"dataset": "cardiotocography-10clases", "samples": 2126, "features": 21, "classes": 10, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{}"}, "nodes": 110.9768, "leaves": 55.9884, "depth": 11.380199999999997, "score": 0.8377754211543773, "score_std": 0.020035258312140675, "time": 67.55261392116546, "time_std": 1.7629711895131868}, {"dataset": "cardiotocography-3clases", "samples": 2126, "features": 21, "classes": 3, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{}"}, "nodes": 26.7456, "leaves": 13.8728, "depth": 6.400399999999999, "score": 0.9158537420602043, "score_std": 0.013571959275117652, "time": 30.787036185264586, "time_std": 1.3436707929183154}, {"dataset": "conn-bench-sonar-mines-rocks", "samples": 208, "features": 60, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 3.0111999999999997, "leaves": 2.0056, "depth": 2.0056, "score": 0.8431475029036002, "score_std": 0.052081786915494255, "time": 0.9516834640502929, "time_std": 0.028472692155461464}, {"dataset": "cylinder-bands", "samples": 512, "features": 35, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 4.201599999999999, "leaves": 2.6008, "depth": 2.5762, "score": 0.7673272415762422, "score_std": 0.041472855015354505, "time": 4.298403086662293, "time_std": 0.11080618639291279}, {"dataset": "dermatology", "samples": 366, "features": 34, "classes": 6, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 55, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 11.001999999999999, "leaves": 6.0009999999999994, "depth": 6.0005999999999995, "score": 0.9655386893743058, "score_std": 0.02245803748331823, "time": 29.67475947856903, "time_std": 1.3256578108563064}, {"dataset": "echocardiogram", "samples": 131, "features": 10, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"splitter\": \"random\", \"max_features\": \"auto\"}"}, "nodes": 5.490399999999999, "leaves": 3.2451999999999996, "depth": 2.9556, "score": 0.855156695156695, "score_std": 0.06266151037590971, "time": 2.9248170137405394, "time_std": 0.26949542937154203}, {"dataset": "fertility", "samples": 100, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 0.05, \"max_features\": \"auto\", \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 2.43, "leaves": 1.715, "depth": 1.6394, "score": 0.88, "score_std": 0.0547722557505166, "time": 1.1963261127471925, "time_std": 0.17747692437921897}, {"dataset": "haberman-survival", "samples": 306, "features": 3, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 13.864, "leaves": 7.432, "depth": 4.722600000000001, "score": 0.729111581173982, "score_std": 0.04734213497363931, "time": 3.4824658250808715, "time_std": 0.3290088971674465}, {"dataset": "heart-hungarian", "samples": 294, "features": 12, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 0.05, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 9.925999999999998, "leaves": 5.463000000000001, "depth": 3.9314, "score": 0.8299123319696085, "score_std": 0.05556757760909393, "time": 1.1259759998321532, "time_std": 0.05483316838476172}, {"dataset": "hepatitis", "samples": 155, "features": 19, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 7, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"}, "nodes": 3.0, "leaves": 2.0, "depth": 2.0, "score": 0.8283870967741936, "score_std": 0.07109665710428856, "time": 0.4470879554748535, "time_std": 0.007562932853679152}, {"dataset": "ilpd-indian-liver", "samples": 583, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 16.3036, "leaves": 8.6518, "depth": 5.093, "score": 0.7272885352195698, "score_std": 0.039873431660598986, "time": 12.158506436347961, "time_std": 1.7123925993959686}, {"dataset": "ionosphere", "samples": 351, "features": 33, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 7, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"}, "nodes": 3.3447999999999998, "leaves": 2.1724, "depth": 2.1722, "score": 0.9504346076458754, "score_std": 0.023708279806973313, "time": 1.0766015815734864, "time_std": 0.03672231199574272}, {"dataset": "iris", "samples": 150, "features": 4, "classes": 3, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{}"}, "nodes": 5.1404, "leaves": 3.0702, "depth": 3.0467999999999993, "score": 0.9626666666666667, "score_std": 0.030287511177601454, "time": 0.5759991312026977, "time_std": 0.023202297225856133}, {"dataset": "led-display", "samples": 1000, "features": 7, "classes": 10, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 39.9196, "leaves": 20.4598, "depth": 15.249800000000002, "score": 0.7186, "score_std": 0.02703775138579389, "time": 85.07369559764862, "time_std": 1.4481558138316073}, {"dataset": "libras", "samples": 360, "features": 90, "classes": 15, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 0.08, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 63.477199999999996, "leaves": 32.2386, "depth": 22.3934, "score": 0.8447222222222222, "score_std": 0.04117206442345209, "time": 207.84373003482818, "time_std": 7.9649852527912985}, {"dataset": "low-res-spect", "samples": 531, "features": 100, "classes": 9, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{}"}, "nodes": 28.765199999999997, "leaves": 14.882599999999998, "depth": 6.901599999999998, "score": 0.9093969317580672, "score_std": 0.035428439542986974, "time": 4.651467065811158, "time_std": 0.24150297523383174}, {"dataset": "lymphography", "samples": 148, "features": 18, "classes": 4, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 0.05, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 9.0344, "leaves": 5.0172, "depth": 4.223, "score": 0.8410574712643678, "score_std": 0.05833785272114171, "time": 1.2347408437728882, "time_std": 0.08517401644070441}, {"dataset": "mammographic", "samples": 961, "features": 5, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 4.966800000000001, "leaves": 2.9833999999999996, "depth": 2.7888, "score": 0.8259148316062176, "score_std": 0.02300819891791346, "time": 9.118692059516906, "time_std": 0.3259634148465062}, {"dataset": "molec-biol-promoter", "samples": 106, "features": 57, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 3.0, "leaves": 2.0, "depth": 2.0, "score": 0.8252813852813853, "score_std": 0.09215802571394047, "time": 0.3999307918548584, "time_std": 0.010278768385632249}, {"dataset": "musk-1", "samples": 476, "features": 166, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 0.05, \"gamma\": 0.1, \"kernel\": \"poly\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"}, "nodes": 3.0, "leaves": 2.0, "depth": 2.0, "score": 0.9124013157894737, "score_std": 0.02990026230299551, "time": 1.8905887269973756, "time_std": 0.039452047643150565}, {"dataset": "oocytes_merluccius_nucleus_4d", "samples": 1022, "features": 41, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 8.25, \"gamma\": 0.1, \"kernel\": \"poly\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 9.6712, "leaves": 5.3356, "depth": 3.9874, "score": 0.8443271162123385, "score_std": 0.026958181251392942, "time": 40.033834810256955, "time_std": 1.048739699019597}, {"dataset": "oocytes_merluccius_states_2f", "samples": 1022, "features": 25, "classes": 3, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{}"}, "nodes": 12.994399999999999, "leaves": 6.997199999999999, "depth": 4.9086, "score": 0.9230946915351506, "score_std": 0.015908353110954166, "time": 8.041095457077027, "time_std": 0.46225662764031766}, {"dataset": "oocytes_trisopterus_nucleus_2f", "samples": 912, "features": 25, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 20.2996, "leaves": 10.6498, "depth": 5.497800000000002, "score": 0.8154464661022038, "score_std": 0.022327974942331383, "time": 175.59665303707123, "time_std": 10.22547737586985}, {"dataset": "oocytes_trisopterus_states_5b", "samples": 912, "features": 32, "classes": 3, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 0.11, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 8.7512, "leaves": 4.8756, "depth": 3.9433999999999996, "score": 0.9253167597429892, "score_std": 0.016866645132055325, "time": 15.71998875617981, "time_std": 1.223559819395918}, {"dataset": "parkinsons", "samples": 195, "features": 22, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 8.623199999999999, "leaves": 4.811599999999999, "depth": 3.6652, "score": 0.9035897435897436, "score_std": 0.043683157823685856, "time": 2.6409922313690184, "time_std": 0.3113552604865588}, {"dataset": "pima", "samples": 768, "features": 8, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{}"}, "nodes": 7.308, "leaves": 4.154, "depth": 3.5312, "score": 0.7726372973431797, "score_std": 0.02936236848574508, "time": 4.642674231529236, "time_std": 0.1772669218900001}, {"dataset": "pittsburg-bridges-MATERIAL", "samples": 106, "features": 7, "classes": 3, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 7, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"}, "nodes": 5.3452, "leaves": 3.1726, "depth": 2.991600000000001, "score": 0.8677489177489177, "score_std": 0.06934417716014449, "time": 0.7087967967987061, "time_std": 0.04135898641965434}, {"dataset": "pittsburg-bridges-REL-L", "samples": 103, "features": 7, "classes": 3, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{}"}, "nodes": 12.866, "leaves": 6.933, "depth": 4.747199999999999, "score": 0.666952380952381, "score_std": 0.08696917378133827, "time": 1.3664953660964967, "time_std": 0.08597139724797037}, {"dataset": "pittsburg-bridges-SPAN", "samples": 92, "features": 7, "classes": 3, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 0.05, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 8.662, "leaves": 4.831, "depth": 4.0724, "score": 0.6937426900584795, "score_std": 0.10948613227073402, "time": 0.9808494853973388, "time_std": 0.06889115832632157}, {"dataset": "pittsburg-bridges-T-OR-D", "samples": 102, "features": 7, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"splitter\": \"random\", \"max_features\": \"auto\"}"}, "nodes": 2.7176, "leaves": 1.8588000000000002, "depth": 1.7938000000000003, "score": 0.8628095238095238, "score_std": 0.0747571882042698, "time": 1.5473817777633667, "time_std": 0.19679155905908136}, {"dataset": "planning", "samples": 182, "features": 12, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 7, \"gamma\": 10.0, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"}, "nodes": 3.0, "leaves": 2.0, "depth": 2.0, "score": 0.7352702702702704, "score_std": 0.06697755238925641, "time": 0.5615029907226563, "time_std": 0.011735283800970168}, {"dataset": "post-operative", "samples": 90, "features": 8, "classes": 3, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 55, \"degree\": 5, \"gamma\": 0.1, \"kernel\": \"poly\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"}, "nodes": 2.1384, "leaves": 1.5692000000000002, "depth": 1.5692000000000002, "score": 0.7099999999999999, "score_std": 0.07559639419188467, "time": 0.40137797355651855, "time_std": 0.034476033980106055}, {"dataset": "seeds", "samples": 210, "features": 7, "classes": 3, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 10000.0, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 7.521600000000001, "leaves": 4.260800000000001, "depth": 3.7478, "score": 0.9571428571428572, "score_std": 0.027355060221609648, "time": 2.9296516752243043, "time_std": 0.4840254067618693}, {"dataset": "statlog-australian-credit", "samples": 690, "features": 14, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{}"}, "nodes": 5.182400000000001, "leaves": 3.0912000000000006, "depth": 2.4432, "score": 0.6782608695652174, "score_std": 0.03904983647915211, "time": 5.567193121910095, "time_std": 0.844067935016169}, {"dataset": "statlog-german-credit", "samples": 1000, "features": 24, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{}"}, "nodes": 16.9744, "leaves": 8.9872, "depth": 5.918200000000001, "score": 0.7572999999999999, "score_std": 0.02795013416783542, "time": 20.773628368377686, "time_std": 0.6516876228956056}, {"dataset": "statlog-heart", "samples": 270, "features": 13, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 14.743599999999999, "leaves": 7.8717999999999995, "depth": 4.8065999999999995, "score": 0.8381481481481482, "score_std": 0.046379185057354784, "time": 3.5257055377960205, "time_std": 0.282845656293972}, {"dataset": "statlog-image", "samples": 2310, "features": 18, "classes": 7, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 7, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 36.122, "leaves": 18.561, "depth": 10.855400000000001, "score": 0.9641991341991343, "score_std": 0.007272340744212073, "time": 769.2042798662186, "time_std": 19.541828987884088}, {"dataset": "statlog-vehicle", "samples": 846, "features": 18, "classes": 4, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 23.9548, "leaves": 12.4774, "depth": 6.7456, "score": 0.8072182387747998, "score_std": 0.02404945671905629, "time": 88.69274507522583, "time_std": 3.240791039252776}, {"dataset": "synthetic-control", "samples": 600, "features": 60, "classes": 6, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{}"}, "nodes": 15.1264, "leaves": 8.0632, "depth": 5.557199999999999, "score": 0.987, "score_std": 0.009741092797468319, "time": 3.4662686824798583, "time_std": 0.057872766725378375}, {"dataset": "tic-tac-toe", "samples": 958, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 0.2, \"gamma\": 0.1, \"kernel\": \"poly\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"}, "nodes": 3.1784000000000003, "leaves": 2.0892000000000004, "depth": 2.0892000000000004, "score": 0.9846531413612564, "score_std": 0.00756301332812281, "time": 2.52881974697113, "time_std": 0.03687135909283915}, {"dataset": "vertebral-column-2clases", "samples": 310, "features": 6, "classes": 2, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 9.6912, "leaves": 5.345600000000001, "depth": 3.978, "score": 0.8551612903225805, "score_std": 0.03727028147698336, "time": 1.898352575302124, "time_std": 0.11045450030429056}, {"dataset": "wine", "samples": 178, "features": 13, "classes": 3, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 0.55, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 5.0904, "leaves": 3.0452, "depth": 3.037, "score": 0.9791746031746031, "score_std": 0.022381830445457128, "time": 0.5526150369644165, "time_std": 0.013525820195776804}, {"dataset": "zoo", "samples": 101, "features": 16, "classes": 7, "hyperparameters": {"n_jobs": 1, "n_estimators": 100, "be_hyperparams": "{\"C\": 0.1, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"}, "nodes": 12.908, "leaves": 6.954, "depth": 6.9502, "score": 0.9544761904761906, "score_std": 0.04430015125663279, "time": 1.3956793355941772, "time_std": 0.03187022454657593}]}