mirror of
https://github.com/Doctorado-ML/benchmark.git
synced 2025-08-17 00:15:55 +00:00
468 lines
16 KiB
JSON
468 lines
16 KiB
JSON
{
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"balance-scale": [
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0.9728,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:21:53 took 14.341 min"
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],
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"balloons": [
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0.9,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:21:53 took 20.007 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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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:21:53 took 1.487 min"
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],
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"breast-cancer-wisc-prog": [
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0.8283333333333334,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:21:56 took 1.617 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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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:22:25 took 2.696 min"
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],
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"breast-cancer": [
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0.7411978221415608,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:22:26 took 8.269 min"
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],
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"cardiotocography-10clases": [
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0.8462038111019055,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:22:26 took 10.859 h"
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],
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"cardiotocography-3clases": [
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0.9261552057442696,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:22:50 took 1.453 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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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:22:56 took 48.216 s"
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],
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"cylinder-bands": [
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0.8064534551684751,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:22:49 took 21.097 min"
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],
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"dermatology": [
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0.9753424657534246,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:25 took 2.718 min"
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],
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"echocardiogram": [
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0.8552706552706553,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:25 took 1.331 min"
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],
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"fertility": [
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0.89,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:26 took 1.028 min"
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],
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"haberman-survival": [
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0.7481755684822845,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:25 took 7.450 min"
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],
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"heart-hungarian": [
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0.8333722969023963,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:29 took 5.355 min"
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],
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"hepatitis": [
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0.8451612903225806,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:29 took 46.302 s"
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],
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"ilpd-indian-liver": [
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0.7374742116121427,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:46 took 21.048 min"
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],
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"ionosphere": [
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0.9544869215291751,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:33:04 took 1.232 min"
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],
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"iris": [
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0.9733333333333334,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:46 took 1.259 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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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:33:08 took 2.524 h"
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],
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"libras": [
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0.861111111111111,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:15 took 2.297 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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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:23 took 28.283 min"
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],
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"lymphography": [
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0.8577011494252874,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:15 took 1.425 min"
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],
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"mammographic": [
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0.8387305699481866,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:15 took 25.759 min"
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],
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"molec-biol-promoter": [
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0.8406926406926407,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:14 took 24.426 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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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:14 took 7.178 min"
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],
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"oocytes_merluccius_nucleus_4d": [
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0.8600669536107126,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:14 took 1.841 h"
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],
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"oocytes_merluccius_states_2f": [
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0.9314968914395025,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:14 took 42.120 min"
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],
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"oocytes_trisopterus_nucleus_2f": [
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0.862919594067135,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:14 took 35.631 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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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:13 took 29.433 min"
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],
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"parkinsons": [
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0.9435897435897436,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 1.380 min"
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],
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"pima": [
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0.7760122230710466,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 25.392 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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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 1.160 min"
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],
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"pittsburg-bridges-REL-L": [
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0.67,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 3.985 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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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 3.171 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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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 50.029 s"
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],
|
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"planning": [
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0.7358858858858859,
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{
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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 5.112 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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"n_jobs": -1,"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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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 2.260 min"
|
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],
|
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"seeds": [
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0.9571428571428571,
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{
|
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"n_jobs": -1,"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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},
|
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 49.530 s"
|
|
],
|
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"statlog-australian-credit": [
|
|
0.6782608695652174,
|
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{
|
|
"n_jobs": -1,"base_estimator__C": 1.0,
|
|
"base_estimator__kernel": "linear",
|
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"base_estimator__multiclass_strategy": "ovo"
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},
|
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 34.814 min"
|
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],
|
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"statlog-german-credit": [
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|
0.764,
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{
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"n_jobs": -1,"base_estimator__C": 7,
|
|
"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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},
|
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 50.042 min"
|
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],
|
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"statlog-heart": [
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0.8518518518518519,
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{
|
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"n_jobs": -1,"base_estimator__C": 2,
|
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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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},
|
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 3.803 min"
|
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],
|
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"statlog-image": [
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0.974025974025974,
|
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{
|
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"n_jobs": -1,"base_estimator__C": 10000.0,
|
|
"base_estimator__kernel": "liblinear",
|
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"base_estimator__multiclass_strategy": "ovr"
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},
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"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 5.191 h"
|
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],
|
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"statlog-vehicle": [
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0.8203271841280891,
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{
|
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"n_jobs": -1,"base_estimator__C": 7,
|
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"base_estimator__kernel": "liblinear",
|
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"base_estimator__multiclass_strategy": "ovr"
|
|
},
|
|
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 1.030 h"
|
|
],
|
|
"synthetic-control": [
|
|
0.9866666666666667,
|
|
{
|
|
"n_jobs": -1,"base_estimator__C": 1.0,
|
|
"base_estimator__kernel": "linear",
|
|
"base_estimator__multiclass_strategy": "ovo"
|
|
},
|
|
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 32.053 min"
|
|
],
|
|
"tic-tac-toe": [
|
|
0.9979112129144851,
|
|
{
|
|
"n_jobs": -1,"base_estimator__C": 10000.0,
|
|
"base_estimator__gamma": 0.001,
|
|
"base_estimator__kernel": "rbf",
|
|
"base_estimator__multiclass_strategy": "ovr"
|
|
},
|
|
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 7.476 min"
|
|
],
|
|
"vertebral-column-2clases": [
|
|
0.864516129032258,
|
|
{
|
|
"n_jobs": -1,"base_estimator__C": 0.95,
|
|
"base_estimator__kernel": "liblinear",
|
|
"base_estimator__multiclass_strategy": "ovr"
|
|
},
|
|
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 4.015 min"
|
|
],
|
|
"wine": [
|
|
0.9887301587301588,
|
|
{
|
|
"n_jobs": -1,"base_estimator__C": 1.0,
|
|
"base_estimator__gamma": "auto",
|
|
"base_estimator__kernel": "rbf",
|
|
"base_estimator__multiclass_strategy": "ovr"
|
|
},
|
|
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 44.207 s"
|
|
],
|
|
"zoo": [
|
|
0.96,
|
|
{
|
|
"n_jobs": -1,"base_estimator__C": 8.25,
|
|
"base_estimator__gamma": 0.1,
|
|
"base_estimator__kernel": "poly",
|
|
"base_estimator__multiclass_strategy": "ovo"
|
|
},
|
|
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 52.683 s"
|
|
]
|
|
}
|