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benchmark/results/grid_output_accuracy_ODTE.json

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{
"balance-scale": [
0.9743999999999999,
{
"base_estimator__C": 57,
"base_estimator__gamma": 0.1,
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-10 at 22:56:53 took 12.182 min"
],
"balloons": [
0.7666666666666667,
{
"base_estimator__C": 5,
"base_estimator__gamma": 0.14,
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-10 at 23:09:07 took 18.229 s"
],
"breast-cancer-wisc-diag": [
0.9788852662630028,
{
"base_estimator__C": 0.0275,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-10 at 23:15:54 took 2.077 min"
],
"breast-cancer-wisc-prog": [
0.8234615384615385,
{
"base_estimator__C": 57,
"base_estimator__gamma": 0.001,
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-10 at 23:18:02 took 1.622 min"
],
"breast-cancer-wisc": [
0.9713977389516959,
{
"base_estimator__C": 0.95,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-10 at 23:19:42 took 2.845 min"
],
"breast-cancer": [
0.7342407743496672,
{
"base_estimator__C": 0.2,
"base_estimator__gamma": 0.1,
"base_estimator__kernel": "poly",
"base_estimator__multiclass_strategy": "ovo",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-10 at 23:09:29 took 6.367 min"
],
"cardiotocography-10clases": [
0.8504380005523335,
{
"base_estimator__C": 1.0,
"base_estimator__kernel": "linear",
"base_estimator__multiclass_strategy": "ovo",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-10 at 23:22:36 took 6.617 h"
],
"cardiotocography-3clases": [
0.9270952775476389,
{
"base_estimator__C": 8.25,
"base_estimator__gamma": 0.1,
"base_estimator__kernel": "poly",
"base_estimator__multiclass_strategy": "ovo",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 05:59:45 took 1.653 h"
],
"conn-bench-sonar-mines-rocks": [
0.8750290360046458,
{
"base_estimator__C": 1.05,
"base_estimator__gamma": "scale",
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 07:39:03 took 1.108 min"
],
"cylinder-bands": [
0.798705501618123,
{
"base_estimator__C": 5,
"base_estimator__gamma": "auto",
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 07:40:13 took 16.625 min"
],
"dermatology": [
0.9753424657534246,
{
"base_estimator__C": 10000.0,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 07:56:54 took 3.753 min"
],
"echocardiogram": [
0.8552706552706553,
{
"base_estimator__C": 5,
"base_estimator__gamma": 0.001,
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 08:00:42 took 1.256 min"
],
"fertility": [
0.8800000000000001,
{
"base_estimator__C": 2,
"base_estimator__gamma": 0.1,
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 08:02:01 took 47.947 s"
],
"haberman-survival": [
0.7450555261766261,
{
"base_estimator__C": 0.001,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 08:02:52 took 6.742 min"
],
"heart-hungarian": [
0.8230274693161894,
{
"base_estimator__C": 10000.0,
"base_estimator__gamma": 0.001,
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 08:09:39 took 4.249 min"
],
"hepatitis": [
0.8451612903225806,
{
"base_estimator__C": 1.0,
"base_estimator__gamma": "auto",
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 08:13:57 took 51.179 s"
],
"ilpd-indian-liver": [
0.735764809902741,
{
"base_estimator__C": 1.75,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 08:14:52 took 16.143 min"
],
"ionosphere": [
0.9544466800804828,
{
"base_estimator__C": 2,
"base_estimator__gamma": 0.1,
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 08:31:03 took 1.719 min"
],
"iris": [
0.9733333333333334,
{
"base_estimator__C": 1.0,
"base_estimator__kernel": "linear",
"base_estimator__multiclass_strategy": "ovo",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 08:32:50 took 1.301 min"
],
"led-display": [
0.7209999999999999,
{
"base_estimator__C": 0.001,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 08:34:11 took 1.999 h"
],
"libras": [
0.861111111111111,
{
"base_estimator__C": 1.0,
"base_estimator__kernel": "linear",
"base_estimator__multiclass_strategy": "ovo",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 10:34:15 took 2.248 h"
],
"low-res-spect": [
0.9058014459530946,
{
"base_estimator__C": 1.0,
"base_estimator__kernel": "linear",
"base_estimator__multiclass_strategy": "ovo",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 12:49:14 took 31.953 min"
],
"lymphography": [
0.8372413793103448,
{
"base_estimator__C": 0.001,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 13:21:14 took 1.252 min"
],
"mammographic": [
0.8387305699481866,
{
"base_estimator__C": 7,
"base_estimator__gamma": 0.1,
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 13:22:33 took 26.986 min"
],
"molec-biol-promoter": [
0.8311688311688311,
{
"base_estimator__C": 0.0275,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 13:49:35 took 30.541 s"
],
"musk-1": [
0.9391008771929824,
{
"base_estimator__C": 7,
"base_estimator__gamma": "auto",
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 13:50:09 took 9.730 min"
],
"oocytes_merluccius_nucleus_4d": [
0.8581252989000479,
{
"base_estimator__C": 8.25,
"base_estimator__gamma": 0.1,
"base_estimator__kernel": "poly",
"base_estimator__multiclass_strategy": "ovo",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 13:59:56 took 1.096 h"
],
"oocytes_merluccius_states_2f": [
0.9344237207077952,
{
"base_estimator__C": 10000.0,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 15:05:50 took 24.250 min"
],
"oocytes_trisopterus_nucleus_2f": [
0.8651113913408995,
{
"base_estimator__C": 57,
"base_estimator__gamma": "auto",
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 15:30:09 took 39.672 min"
],
"oocytes_trisopterus_states_5b": [
0.9342460817870654,
{
"base_estimator__C": 7,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 16:09:52 took 21.649 min"
],
"parkinsons": [
0.9435897435897436,
{
"base_estimator__C": 2.8,
"base_estimator__gamma": 0.14,
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 16:31:35 took 1.368 min"
],
"pima": [
0.7760122230710466,
{
"base_estimator__C": 0.95,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 16:33:00 took 22.081 min"
],
"pittsburg-bridges-MATERIAL": [
0.8770562770562771,
{
"base_estimator__C": 2.8,
"base_estimator__gamma": 0.14,
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 16:55:08 took 1.246 min"
],
"pittsburg-bridges-REL-L": [
0.6704761904761904,
{
"base_estimator__C": 0.2,
"base_estimator__gamma": "scale",
"base_estimator__kernel": "poly",
"base_estimator__multiclass_strategy": "ovo",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 16:56:26 took 3.173 min"
],
"pittsburg-bridges-SPAN": [
0.7076023391812866,
{
"base_estimator__C": 0.05,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 16:59:39 took 2.500 min"
],
"pittsburg-bridges-T-OR-D": [
0.8823809523809523,
{
"base_estimator__C": 0.08,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 17:02:13 took 46.708 s"
],
"planning": [
0.7358858858858859,
{
"base_estimator__C": 1.0,
"base_estimator__gamma": 10.0,
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 17:03:02 took 3.934 min"
],
"post-operative": [
0.7111111111111111,
{
"base_estimator__C": 1.0,
"base_estimator__kernel": "linear",
"base_estimator__multiclass_strategy": "ovo",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 17:07:02 took 1.562 min"
],
"seeds": [
0.9571428571428571,
{
"base_estimator__C": 7,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 17:08:38 took 1.167 min"
],
"statlog-australian-credit": [
0.6782608695652174,
{
"base_estimator__C": 1.0,
"base_estimator__kernel": "linear",
"base_estimator__multiclass_strategy": "ovo",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 17:09:51 took 30.903 min"
],
"statlog-german-credit": [
0.764,
{
"base_estimator__C": 7,
"base_estimator__gamma": 0.001,
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 17:40:49 took 44.154 min"
],
"statlog-heart": [
0.8444444444444444,
{
"base_estimator__C": 2,
"base_estimator__gamma": 0.001,
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 18:25:01 took 2.943 min"
],
"statlog-image": [
0.9705627705627705,
{
"base_estimator__C": 7.0,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 18:28:01 took 3.596 h"
],
"statlog-vehicle": [
0.8203271841280891,
{
"base_estimator__C": 7,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 22:03:53 took 48.089 min"
],
"synthetic-control": [
0.9866666666666667,
{
"base_estimator__C": 1.0,
"base_estimator__kernel": "linear",
"base_estimator__multiclass_strategy": "ovo",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 22:52:02 took 29.924 min"
],
"tic-tac-toe": [
0.9916448516579406,
{
"base_estimator__C": 10000.0,
"base_estimator__gamma": 0.001,
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 23:22:01 took 9.094 min"
],
"vertebral-column-2clases": [
0.864516129032258,
{
"base_estimator__C": 0.95,
"base_estimator__kernel": "liblinear",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 23:31:09 took 3.291 min"
],
"wine": [
0.9887301587301588,
{
"base_estimator__C": 1.0,
"base_estimator__gamma": "auto",
"base_estimator__kernel": "rbf",
"base_estimator__multiclass_strategy": "ovr",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 23:34:30 took 47.147 s"
],
"zoo": [
0.96,
{
"base_estimator__C": 8.25,
"base_estimator__gamma": 0.1,
"base_estimator__kernel": "poly",
"base_estimator__multiclass_strategy": "ovo",
"n_estimators": 100,
"n_jobs": -1
},
"v. 0.3.2, Computed on bart on 2022-03-11 at 23:35:20 took 1.272 min"
]
}