mirror of
https://github.com/Doctorado-ML/benchmark.git
synced 2025-08-15 23:45:54 +00:00
567 lines
16 KiB
JSON
567 lines
16 KiB
JSON
{
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"balance-scale": [
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0.9743999999999999,
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{
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"base_estimator__C": 57,
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"base_estimator__gamma": 0.1,
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-10 at 22:56:53 took 12.182 min"
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],
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"balloons": [
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0.7666666666666667,
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{
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"base_estimator__C": 5,
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"base_estimator__gamma": 0.14,
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-10 at 23:09:07 took 18.229 s"
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],
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"breast-cancer-wisc-diag": [
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0.9788852662630028,
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{
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"base_estimator__C": 0.0275,
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"base_estimator__kernel": "liblinear",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-10 at 23:15:54 took 2.077 min"
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],
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"breast-cancer-wisc-prog": [
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0.8234615384615385,
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{
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"base_estimator__C": 57,
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"base_estimator__gamma": 0.001,
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-10 at 23:18:02 took 1.622 min"
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],
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"breast-cancer-wisc": [
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0.9713977389516959,
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{
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"base_estimator__C": 0.95,
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"base_estimator__kernel": "liblinear",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-10 at 23:19:42 took 2.845 min"
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],
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"breast-cancer": [
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0.7342407743496672,
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{
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"base_estimator__C": 0.2,
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"base_estimator__gamma": 0.1,
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"base_estimator__kernel": "poly",
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"base_estimator__multiclass_strategy": "ovo",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-10 at 23:09:29 took 6.367 min"
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],
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"cardiotocography-10clases": [
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0.8504380005523335,
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{
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"base_estimator__C": 1.0,
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"base_estimator__kernel": "linear",
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"base_estimator__multiclass_strategy": "ovo",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-10 at 23:22:36 took 6.617 h"
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],
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"cardiotocography-3clases": [
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0.9270952775476389,
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{
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"base_estimator__C": 8.25,
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"base_estimator__gamma": 0.1,
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"base_estimator__kernel": "poly",
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"base_estimator__multiclass_strategy": "ovo",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 05:59:45 took 1.653 h"
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],
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"conn-bench-sonar-mines-rocks": [
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0.8750290360046458,
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{
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"base_estimator__C": 1.05,
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"base_estimator__gamma": "scale",
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 07:39:03 took 1.108 min"
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],
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"cylinder-bands": [
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0.798705501618123,
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{
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"base_estimator__C": 5,
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"base_estimator__gamma": "auto",
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 07:40:13 took 16.625 min"
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],
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"dermatology": [
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0.9753424657534246,
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{
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"base_estimator__C": 10000.0,
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"base_estimator__kernel": "liblinear",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 07:56:54 took 3.753 min"
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],
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"echocardiogram": [
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0.8552706552706553,
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{
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"base_estimator__C": 5,
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"base_estimator__gamma": 0.001,
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 08:00:42 took 1.256 min"
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],
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"fertility": [
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0.8800000000000001,
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{
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"base_estimator__C": 2,
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"base_estimator__gamma": 0.1,
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 08:02:01 took 47.947 s"
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],
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"haberman-survival": [
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0.7450555261766261,
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{
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"base_estimator__C": 0.001,
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"base_estimator__kernel": "liblinear",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 08:02:52 took 6.742 min"
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],
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"heart-hungarian": [
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0.8230274693161894,
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{
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"base_estimator__C": 10000.0,
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"base_estimator__gamma": 0.001,
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 08:09:39 took 4.249 min"
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],
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"hepatitis": [
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0.8451612903225806,
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{
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"base_estimator__C": 1.0,
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"base_estimator__gamma": "auto",
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 08:13:57 took 51.179 s"
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],
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"ilpd-indian-liver": [
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0.735764809902741,
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{
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"base_estimator__C": 1.75,
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"base_estimator__kernel": "liblinear",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 08:14:52 took 16.143 min"
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],
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"ionosphere": [
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0.9544466800804828,
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{
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"base_estimator__C": 2,
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"base_estimator__gamma": 0.1,
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 08:31:03 took 1.719 min"
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],
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"iris": [
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0.9733333333333334,
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{
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"base_estimator__C": 1.0,
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"base_estimator__kernel": "linear",
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"base_estimator__multiclass_strategy": "ovo",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 08:32:50 took 1.301 min"
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],
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"led-display": [
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0.7209999999999999,
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{
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"base_estimator__C": 0.001,
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"base_estimator__kernel": "liblinear",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 08:34:11 took 1.999 h"
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],
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"libras": [
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0.861111111111111,
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{
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"base_estimator__C": 1.0,
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"base_estimator__kernel": "linear",
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"base_estimator__multiclass_strategy": "ovo",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 10:34:15 took 2.248 h"
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],
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"low-res-spect": [
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0.9058014459530946,
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{
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"base_estimator__C": 1.0,
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"base_estimator__kernel": "linear",
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"base_estimator__multiclass_strategy": "ovo",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 12:49:14 took 31.953 min"
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],
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"lymphography": [
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0.8372413793103448,
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{
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"base_estimator__C": 0.001,
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"base_estimator__kernel": "liblinear",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 13:21:14 took 1.252 min"
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],
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"mammographic": [
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0.8387305699481866,
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{
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"base_estimator__C": 7,
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"base_estimator__gamma": 0.1,
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 13:22:33 took 26.986 min"
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],
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"molec-biol-promoter": [
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0.8311688311688311,
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{
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"base_estimator__C": 0.0275,
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"base_estimator__kernel": "liblinear",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 13:49:35 took 30.541 s"
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],
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"musk-1": [
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0.9391008771929824,
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{
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"base_estimator__C": 7,
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"base_estimator__gamma": "auto",
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 13:50:09 took 9.730 min"
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],
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"oocytes_merluccius_nucleus_4d": [
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0.8581252989000479,
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{
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"base_estimator__C": 8.25,
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"base_estimator__gamma": 0.1,
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"base_estimator__kernel": "poly",
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"base_estimator__multiclass_strategy": "ovo",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 13:59:56 took 1.096 h"
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],
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"oocytes_merluccius_states_2f": [
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0.9344237207077952,
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{
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"base_estimator__C": 10000.0,
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"base_estimator__kernel": "liblinear",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 15:05:50 took 24.250 min"
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],
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"oocytes_trisopterus_nucleus_2f": [
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0.8651113913408995,
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{
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"base_estimator__C": 57,
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"base_estimator__gamma": "auto",
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 15:30:09 took 39.672 min"
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],
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"oocytes_trisopterus_states_5b": [
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0.9342460817870654,
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{
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"base_estimator__C": 7,
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"base_estimator__kernel": "liblinear",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 16:09:52 took 21.649 min"
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],
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"parkinsons": [
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0.9435897435897436,
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{
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"base_estimator__C": 2.8,
|
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"base_estimator__gamma": 0.14,
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 16:31:35 took 1.368 min"
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],
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"pima": [
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0.7760122230710466,
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{
|
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"base_estimator__C": 0.95,
|
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"base_estimator__kernel": "liblinear",
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"base_estimator__multiclass_strategy": "ovr",
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 16:33:00 took 22.081 min"
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],
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"pittsburg-bridges-MATERIAL": [
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0.8770562770562771,
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{
|
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"base_estimator__C": 2.8,
|
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"base_estimator__gamma": 0.14,
|
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr",
|
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"n_estimators": 100,
|
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 16:55:08 took 1.246 min"
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],
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"pittsburg-bridges-REL-L": [
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0.6704761904761904,
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{
|
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"base_estimator__C": 0.2,
|
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"base_estimator__gamma": "scale",
|
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"base_estimator__kernel": "poly",
|
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"base_estimator__multiclass_strategy": "ovo",
|
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"n_estimators": 100,
|
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 16:56:26 took 3.173 min"
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],
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"pittsburg-bridges-SPAN": [
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0.7076023391812866,
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{
|
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"base_estimator__C": 0.05,
|
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"base_estimator__kernel": "liblinear",
|
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"base_estimator__multiclass_strategy": "ovr",
|
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"n_estimators": 100,
|
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"n_jobs": -1
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},
|
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"v. 0.3.2, Computed on bart on 2022-03-11 at 16:59:39 took 2.500 min"
|
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],
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"pittsburg-bridges-T-OR-D": [
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0.8823809523809523,
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{
|
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"base_estimator__C": 0.08,
|
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"base_estimator__kernel": "liblinear",
|
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"base_estimator__multiclass_strategy": "ovr",
|
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 17:02:13 took 46.708 s"
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],
|
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"planning": [
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0.7358858858858859,
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{
|
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"base_estimator__C": 1.0,
|
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"base_estimator__gamma": 10.0,
|
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"base_estimator__kernel": "rbf",
|
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"base_estimator__multiclass_strategy": "ovr",
|
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"n_estimators": 100,
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"n_jobs": -1
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},
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"v. 0.3.2, Computed on bart on 2022-03-11 at 17:03:02 took 3.934 min"
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],
|
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"post-operative": [
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0.7111111111111111,
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{
|
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"base_estimator__C": 1.0,
|
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"base_estimator__kernel": "linear",
|
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"base_estimator__multiclass_strategy": "ovo",
|
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"n_estimators": 100,
|
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"n_jobs": -1
|
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},
|
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"v. 0.3.2, Computed on bart on 2022-03-11 at 17:07:02 took 1.562 min"
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],
|
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"seeds": [
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0.9571428571428571,
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{
|
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"base_estimator__C": 7,
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"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"
|
|
]
|
|
}
|