{
    "score_name": "accuracy",
    "model": "STree",
    "stratified": false,
    "folds": 5,
    "date": "2021-11-01",
    "time": "23:55:16",
    "duration": 354.0638499259949,
    "seeds": [
        57,
        31,
        1714,
        17,
        23,
        79,
        83,
        97,
        7,
        1
    ],
    "platform": "iMac27",
    "results": [
        {
            "dataset": "balance-scale",
            "samples": 625,
            "features": 4,
            "classes": 3,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 29.36,
            "leaves": 15.18,
            "depth": 7.04,
            "score": 0.8446400000000002,
            "score_std": 0.03509402228300427,
            "time": 0.12386286735534668,
            "time_std": 0.018833498089019858
        },
        {
            "dataset": "balloons",
            "samples": 16,
            "features": 4,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 5.52,
            "leaves": 3.26,
            "depth": 3.14,
            "score": 0.7833333333333331,
            "score_std": 0.2713136766016618,
            "time": 0.007491922378540039,
            "time_std": 0.0017495650509012713
        },
        {
            "dataset": "breast-cancer-wisc-diag",
            "samples": 569,
            "features": 30,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 6.52,
            "leaves": 3.76,
            "depth": 3.36,
            "score": 0.9506148113646948,
            "score_std": 0.016760290481343566,
            "time": 0.033224782943725585,
            "time_std": 0.007172363785211332
        },
        {
            "dataset": "breast-cancer-wisc-prog",
            "samples": 198,
            "features": 33,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 1.36,
            "leaves": 1.18,
            "depth": 1.18,
            "score": 0.7631923076923076,
            "score_std": 0.06880246070894211,
            "time": 0.0075318336486816405,
            "time_std": 0.003073462711967005
        },
        {
            "dataset": "breast-cancer-wisc",
            "samples": 699,
            "features": 9,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 7.0,
            "leaves": 4.0,
            "depth": 3.84,
            "score": 0.9599434737923948,
            "score_std": 0.01787003608568562,
            "time": 0.030069727897644043,
            "time_std": 0.004751972467423199
        },
        {
            "dataset": "breast-cancer",
            "samples": 286,
            "features": 9,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 13.48,
            "leaves": 7.24,
            "depth": 5.02,
            "score": 0.712238354506957,
            "score_std": 0.049745781147657896,
            "time": 0.03615377426147461,
            "time_std": 0.012487842118072367
        },
        {
            "dataset": "cardiotocography-10clases",
            "samples": 2126,
            "features": 21,
            "classes": 10,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 223.08,
            "leaves": 112.04,
            "depth": 23.42,
            "score": 0.7907325048329191,
            "score_std": 0.02381315649896072,
            "time": 1.980188593864441,
            "time_std": 0.23106894626887964
        },
        {
            "dataset": "cardiotocography-3clases",
            "samples": 2126,
            "features": 21,
            "classes": 3,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 48.8,
            "leaves": 24.9,
            "depth": 8.9,
            "score": 0.8832561170947253,
            "score_std": 0.02049585132750282,
            "time": 0.5831333923339844,
            "time_std": 0.060750236860767005
        },
        {
            "dataset": "conn-bench-sonar-mines-rocks",
            "samples": 208,
            "features": 60,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 15.64,
            "leaves": 8.32,
            "depth": 5.34,
            "score": 0.7565853658536585,
            "score_std": 0.05994250747027105,
            "time": 0.038976125717163086,
            "time_std": 0.010003533602517408
        },
        {
            "dataset": "cylinder-bands",
            "samples": 512,
            "features": 35,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 8.88,
            "leaves": 4.94,
            "depth": 4.1,
            "score": 0.6660156101275463,
            "score_std": 0.034842449045547084,
            "time": 0.06690076828002929,
            "time_std": 0.022855829892385368
        },
        {
            "dataset": "dermatology",
            "samples": 366,
            "features": 34,
            "classes": 6,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 27.92,
            "leaves": 14.46,
            "depth": 8.72,
            "score": 0.9480747871158832,
            "score_std": 0.03361950799023345,
            "time": 0.0804334306716919,
            "time_std": 0.015477111291214336
        },
        {
            "dataset": "echocardiogram",
            "samples": 131,
            "features": 10,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 4.2,
            "leaves": 2.6,
            "depth": 2.38,
            "score": 0.848974358974359,
            "score_std": 0.06695913759706462,
            "time": 0.011046781539916992,
            "time_std": 0.004861198277349794
        },
        {
            "dataset": "fertility",
            "samples": 100,
            "features": 9,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 1.0,
            "leaves": 1.0,
            "depth": 1.0,
            "score": 0.88,
            "score_std": 0.0547722557505166,
            "time": 0.003735198974609375,
            "time_std": 0.00012074325822180572
        },
        {
            "dataset": "haberman-survival",
            "samples": 306,
            "features": 3,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 4.68,
            "leaves": 2.84,
            "depth": 2.38,
            "score": 0.7261819143310418,
            "score_std": 0.046974913251216534,
            "time": 0.013467421531677246,
            "time_std": 0.007957865466574262
        },
        {
            "dataset": "heart-hungarian",
            "samples": 294,
            "features": 12,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 11.28,
            "leaves": 6.14,
            "depth": 4.88,
            "score": 0.7941905318527178,
            "score_std": 0.06102540298960804,
            "time": 0.03379280090332031,
            "time_std": 0.009598072383003038
        },
        {
            "dataset": "hepatitis",
            "samples": 155,
            "features": 19,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 7.56,
            "leaves": 4.28,
            "depth": 3.84,
            "score": 0.8045161290322581,
            "score_std": 0.07395754892276983,
            "time": 0.01713006019592285,
            "time_std": 0.00564776741550471
        },
        {
            "dataset": "ilpd-indian-liver",
            "samples": 583,
            "features": 9,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 1.0,
            "leaves": 1.0,
            "depth": 1.0,
            "score": 0.7135661656351313,
            "score_std": 0.038048725185040336,
            "time": 0.023022899627685545,
            "time_std": 0.0008606962034225632
        },
        {
            "dataset": "ionosphere",
            "samples": 351,
            "features": 33,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 10.44,
            "leaves": 5.72,
            "depth": 5.34,
            "score": 0.8877102615694165,
            "score_std": 0.032858364863469956,
            "time": 0.047363419532775876,
            "time_std": 0.007994140238689355
        },
        {
            "dataset": "iris",
            "samples": 150,
            "features": 4,
            "classes": 3,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 5.8,
            "leaves": 3.4,
            "depth": 3.4,
            "score": 0.9353333333333333,
            "score_std": 0.04077580982232807,
            "time": 0.01657679557800293,
            "time_std": 0.003917464306726484
        },
        {
            "dataset": "led-display",
            "samples": 1000,
            "features": 7,
            "classes": 10,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 50.32,
            "leaves": 25.66,
            "depth": 7.88,
            "score": 0.6885999999999999,
            "score_std": 0.03541242719724248,
            "time": 0.4535458850860596,
            "time_std": 0.05757012198652795
        },
        {
            "dataset": "libras",
            "samples": 360,
            "features": 90,
            "classes": 15,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 110.0,
            "leaves": 55.5,
            "depth": 12.9,
            "score": 0.7258333333333331,
            "score_std": 0.05818831179566588,
            "time": 0.39428802967071536,
            "time_std": 0.045030901693777124
        },
        {
            "dataset": "low-res-spect",
            "samples": 531,
            "features": 100,
            "classes": 9,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 41.12,
            "leaves": 21.06,
            "depth": 8.28,
            "score": 0.8785364133309824,
            "score_std": 0.034171008792067296,
            "time": 0.1645474100112915,
            "time_std": 0.02733202300300527
        },
        {
            "dataset": "lymphography",
            "samples": 148,
            "features": 18,
            "classes": 4,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 14.04,
            "leaves": 7.52,
            "depth": 5.3,
            "score": 0.7275862068965517,
            "score_std": 0.10033949505916255,
            "time": 0.03291699886322021,
            "time_std": 0.011587270459432045
        },
        {
            "dataset": "mammographic",
            "samples": 961,
            "features": 5,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 3.12,
            "leaves": 2.06,
            "depth": 2.06,
            "score": 0.8165479274611398,
            "score_std": 0.023830462165504267,
            "time": 0.0689641523361206,
            "time_std": 0.004527857287873337
        },
        {
            "dataset": "molec-biol-promoter",
            "samples": 106,
            "features": 57,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 14.68,
            "leaves": 7.84,
            "depth": 4.98,
            "score": 0.7574458874458873,
            "score_std": 0.09667201719120466,
            "time": 0.025699548721313477,
            "time_std": 0.004682522726130544
        },
        {
            "dataset": "musk-1",
            "samples": 476,
            "features": 166,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 20.0,
            "leaves": 10.5,
            "depth": 6.3,
            "score": 0.7693464912280702,
            "score_std": 0.04900109333834644,
            "time": 0.10321691989898682,
            "time_std": 0.018834104491724592
        },
        {
            "dataset": "oocytes_merluccius_nucleus_4d",
            "samples": 1022,
            "features": 41,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 5.44,
            "leaves": 3.22,
            "depth": 3.0,
            "score": 0.7268938307030129,
            "score_std": 0.04810611872256133,
            "time": 0.15883247375488282,
            "time_std": 0.05975218912975299
        },
        {
            "dataset": "oocytes_merluccius_states_2f",
            "samples": 1022,
            "features": 25,
            "classes": 3,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 19.36,
            "leaves": 10.18,
            "depth": 6.18,
            "score": 0.8972649450023912,
            "score_std": 0.01928052605378522,
            "time": 0.15902264595031737,
            "time_std": 0.028622129774997354
        },
        {
            "dataset": "oocytes_trisopterus_nucleus_2f",
            "samples": 912,
            "features": 25,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 8.4,
            "leaves": 4.7,
            "depth": 3.72,
            "score": 0.7191827298384676,
            "score_std": 0.03845659744173081,
            "time": 0.14449056148529052,
            "time_std": 0.02824995721322464
        },
        {
            "dataset": "oocytes_trisopterus_states_5b",
            "samples": 912,
            "features": 32,
            "classes": 3,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 21.56,
            "leaves": 11.28,
            "depth": 7.36,
            "score": 0.8612970635921455,
            "score_std": 0.02785125896060016,
            "time": 0.17455099105834962,
            "time_std": 0.034860340324268
        },
        {
            "dataset": "parkinsons",
            "samples": 195,
            "features": 22,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 5.32,
            "leaves": 3.16,
            "depth": 3.08,
            "score": 0.8630769230769231,
            "score_std": 0.050665524745773904,
            "time": 0.01626851558685303,
            "time_std": 0.003433163961593399
        },
        {
            "dataset": "pima",
            "samples": 768,
            "features": 8,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 3.12,
            "leaves": 2.06,
            "depth": 2.06,
            "score": 0.7415151515151515,
            "score_std": 0.039306614599336764,
            "time": 0.06483261585235596,
            "time_std": 0.009690010766938022
        },
        {
            "dataset": "pittsburg-bridges-MATERIAL",
            "samples": 106,
            "features": 7,
            "classes": 3,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 9.44,
            "leaves": 5.22,
            "depth": 4.36,
            "score": 0.8242424242424242,
            "score_std": 0.08411757810289604,
            "time": 0.02251164436340332,
            "time_std": 0.008085472626911226
        },
        {
            "dataset": "pittsburg-bridges-REL-L",
            "samples": 103,
            "features": 7,
            "classes": 3,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 17.36,
            "leaves": 9.18,
            "depth": 5.8,
            "score": 0.6614285714285714,
            "score_std": 0.09774556261712276,
            "time": 0.04106622695922851,
            "time_std": 0.010728542484034934
        },
        {
            "dataset": "pittsburg-bridges-SPAN",
            "samples": 92,
            "features": 7,
            "classes": 3,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 13.92,
            "leaves": 7.46,
            "depth": 5.42,
            "score": 0.6186549707602339,
            "score_std": 0.09087329802667218,
            "time": 0.03503801822662354,
            "time_std": 0.00814708102230533
        },
        {
            "dataset": "pittsburg-bridges-T-OR-D",
            "samples": 102,
            "features": 7,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 1.08,
            "leaves": 1.04,
            "depth": 1.04,
            "score": 0.8628095238095238,
            "score_std": 0.0747571882042698,
            "time": 0.003855118751525879,
            "time_std": 0.0009679068824871095
        },
        {
            "dataset": "planning",
            "samples": 182,
            "features": 12,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 1.0,
            "leaves": 1.0,
            "depth": 1.0,
            "score": 0.7143693693693695,
            "score_std": 0.0715459100205182,
            "time": 0.005747194290161133,
            "time_std": 0.0001757650822726821
        },
        {
            "dataset": "post-operative",
            "samples": 90,
            "features": 8,
            "classes": 3,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 3.08,
            "leaves": 2.04,
            "depth": 1.92,
            "score": 0.7022222222222223,
            "score_std": 0.08070675465482166,
            "time": 0.007850241661071778,
            "time_std": 0.004612501934684489
        },
        {
            "dataset": "seeds",
            "samples": 210,
            "features": 7,
            "classes": 3,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 8.4,
            "leaves": 4.7,
            "depth": 4.4,
            "score": 0.9238095238095237,
            "score_std": 0.04096345365258393,
            "time": 0.025083603858947753,
            "time_std": 0.006002958658443752
        },
        {
            "dataset": "statlog-australian-credit",
            "samples": 690,
            "features": 14,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 1.0,
            "leaves": 1.0,
            "depth": 1.0,
            "score": 0.6782608695652174,
            "score_std": 0.03904983647915211,
            "time": 0.03297234058380127,
            "time_std": 0.0010940973268524056
        },
        {
            "dataset": "statlog-german-credit",
            "samples": 1000,
            "features": 24,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 2.68,
            "leaves": 1.84,
            "depth": 1.58,
            "score": 0.7017000000000002,
            "score_std": 0.030993709039093712,
            "time": 0.06743988037109375,
            "time_std": 0.022716186616834427
        },
        {
            "dataset": "statlog-heart",
            "samples": 270,
            "features": 13,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 11.64,
            "leaves": 6.32,
            "depth": 4.72,
            "score": 0.7796296296296297,
            "score_std": 0.04958676977405883,
            "time": 0.03540450096130371,
            "time_std": 0.012459412211975674
        },
        {
            "dataset": "statlog-image",
            "samples": 2310,
            "features": 18,
            "classes": 7,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 56.28,
            "leaves": 28.64,
            "depth": 11.38,
            "score": 0.9306060606060604,
            "score_std": 0.02717432257251276,
            "time": 0.9039665985107422,
            "time_std": 0.09192620033970592
        },
        {
            "dataset": "statlog-vehicle",
            "samples": 846,
            "features": 18,
            "classes": 4,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 51.92,
            "leaves": 26.46,
            "depth": 9.68,
            "score": 0.6918447615732682,
            "score_std": 0.039127451692504964,
            "time": 0.3019194555282593,
            "time_std": 0.037397753967835505
        },
        {
            "dataset": "synthetic-control",
            "samples": 600,
            "features": 60,
            "classes": 6,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 44.96,
            "leaves": 22.98,
            "depth": 8.06,
            "score": 0.9133333333333333,
            "score_std": 0.024999999999999994,
            "time": 0.14309748649597168,
            "time_std": 0.013916525524633416
        },
        {
            "dataset": "tic-tac-toe",
            "samples": 958,
            "features": 9,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 13.0,
            "leaves": 7.0,
            "depth": 4.2,
            "score": 0.7362069153577662,
            "score_std": 0.07866734425163803,
            "time": 0.10004307270050049,
            "time_std": 0.03761827595183424
        },
        {
            "dataset": "vertebral-column-2clases",
            "samples": 310,
            "features": 6,
            "classes": 2,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 7.84,
            "leaves": 4.42,
            "depth": 3.86,
            "score": 0.8293548387096773,
            "score_std": 0.050294657265237214,
            "time": 0.030591497421264647,
            "time_std": 0.007499949900468604
        },
        {
            "dataset": "wine",
            "samples": 178,
            "features": 13,
            "classes": 3,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 11.52,
            "leaves": 6.26,
            "depth": 4.5,
            "score": 0.931952380952381,
            "score_std": 0.04377782669748754,
            "time": 0.02528008460998535,
            "time_std": 0.005088632085431067
        },
        {
            "dataset": "zoo",
            "samples": 101,
            "features": 16,
            "classes": 7,
            "hyperparameters": {
                "splitter": "random",
                "max_features": "auto"
            },
            "nodes": 18.08,
            "leaves": 9.54,
            "depth": 8.32,
            "score": 0.9306190476190476,
            "score_std": 0.06457608144494818,
            "time": 0.036985192298889163,
            "time_std": 0.005336219763600069
        }
    ],
    "title": "default",
    "version": "1.2.3"
}