mirror of
https://github.com/Doctorado-ML/benchmark.git
synced 2025-08-19 09:25:55 +00:00
565 lines
18 KiB
JSON
565 lines
18 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": 100,
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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 Galgo on 2022-03-12 at 11:48:23 took 5.943 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": 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 Galgo on 2022-03-12 at 11:48:23 took 13.169 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": 0.05,
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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 Galgo on 2022-03-12 at 11:48:06 took 1.503 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": 0.1,
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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 Galgo on 2022-03-12 at 11:48:12 took 1.305 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": 1.0,
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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 Galgo on 2022-03-12 at 11:48:10 took 1.732 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": 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 Galgo on 2022-03-12 at 11:48:24 took 3.735 min"
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],
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"cardiotocography-10clases": [
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0.8410196078431372,
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{
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"base_estimator__C": 1,
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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 Galgo on 2022-03-12 at 11:48:24 took 5.345 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": 7,
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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 Galgo on 2022-03-12 at 11:48:24 took 1.173 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": 2.8,
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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 Galgo on 2022-03-12 at 11:48:06 took 1.022 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": 100,
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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 Galgo on 2022-03-12 at 11:48:25 took 14.326 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": 100,
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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 Galgo on 2022-03-12 at 11:49:22 took 2.475 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": 7,
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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 Galgo on 2022-03-12 at 11:49:22 took 46.758 s"
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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": 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 Galgo on 2022-03-12 at 11:52:00 took 45.061 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": 100,
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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 Galgo on 2022-03-12 at 11:49:31 took 6.622 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": 1.0,
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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 Galgo on 2022-03-12 at 11:50:35 took 3.244 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 Galgo on 2022-03-12 at 11:50:35 took 1.106 min"
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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": 7,
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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 Galgo on 2022-03-12 at 11:50:45 took 8.906 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": 100,
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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 Galgo on 2022-03-12 at 11:52:03 took 1.557 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 Galgo on 2022-03-12 at 11:52:13 took 48.223 s"
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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": 0.1,
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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 Galgo on 2022-03-12 at 11:52:08 took 1.385 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 Galgo on 2022-03-12 at 11:52:11 took 1.750 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 Galgo on 2022-03-12 at 11:52:08 took 21.314 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": 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 Galgo on 2022-03-12 at 11:52:12 took 1.033 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 Galgo on 2022-03-12 at 11:52:13 took 12.794 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": 0.05,
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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 Galgo on 2022-03-12 at 11:52:10 took 29.699 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 Galgo on 2022-03-12 at 11:50:40 took 8.453 min"
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],
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"oocytes_merluccius_nucleus_4d": [
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0.8551841224294596,
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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": "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 Galgo on 2022-03-12 at 11:52:04 took 50.748 min"
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],
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"oocytes_merluccius_states_2f": [
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0.93246293639407,
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{
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"base_estimator__C": 100,
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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 Galgo on 2022-03-12 at 11:52:12 took 20.560 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": 100,
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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 Galgo on 2022-03-12 at 11:52:15 took 32.692 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 Galgo on 2022-03-12 at 11:52:12 took 15.904 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": 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 Galgo on 2022-03-12 at 12:30:02 took 57.874 s"
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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": 1.0,
|
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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 Galgo on 2022-03-12 at 12:30:02 took 12.702 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": "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 Galgo on 2022-03-12 at 12:30:02 took 41.987 s"
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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": 0.1,
|
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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 Galgo on 2022-03-12 at 12:30:02 took 1.683 min"
|
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],
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"pittsburg-bridges-SPAN": [
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0.7076023391812866,
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{
|
|
"base_estimator__C": 0.05,
|
|
"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 Galgo on 2022-03-12 at 12:30:02 took 1.185 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": 0.1,
|
|
"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 Galgo on 2022-03-12 at 12:30:02 took 27.283 s"
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],
|
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"planning": [
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0.7358858858858859,
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{
|
|
"base_estimator__C": 1.0,
|
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"base_estimator__gamma": 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 Galgo on 2022-03-12 at 12:30:02 took 2.878 min"
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],
|
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"post-operative": [
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0.7111111111111111,
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{
|
|
"base_estimator__C": 1.0,
|
|
"base_estimator__kernel": "linear",
|
|
"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 Galgo on 2022-03-12 at 12:30:03 took 59.116 s"
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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,
|
|
"base_estimator__kernel": "liblinear",
|
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"base_estimator__multiclass_strategy": "ovr",
|
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"n_estimators": 100,
|
|
"n_jobs": -1
|
|
},
|
|
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:03 took 47.715 s"
|
|
],
|
|
"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 Galgo on 2022-03-12 at 12:30:03 took 18.926 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 Galgo on 2022-03-12 at 12:30:03 took 28.413 min"
|
|
],
|
|
"statlog-heart": [
|
|
0.8444444444444444,
|
|
{
|
|
"base_estimator__C": 2.8,
|
|
"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 Galgo on 2022-03-12 at 12:30:03 took 2.263 min"
|
|
],
|
|
"statlog-image": [
|
|
0.9705627705627705,
|
|
{
|
|
"base_estimator__C": 100,
|
|
"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 Galgo on 2022-03-12 at 12:30:08 took 1.951 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 Galgo on 2022-03-12 at 12:30:04 took 34.949 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 Galgo on 2022-03-12 at 12:30:04 took 20.117 min"
|
|
],
|
|
"tic-tac-toe": [
|
|
0.9916448516579406,
|
|
{
|
|
"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 Galgo on 2022-03-12 at 12:30:04 took 4.638 min"
|
|
],
|
|
"vertebral-column-2clases": [
|
|
0.864516129032258,
|
|
{
|
|
"base_estimator__C": 1.0,
|
|
"base_estimator__kernel": "liblinear",
|
|
"base_estimator__multiclass_strategy": "ovr",
|
|
"n_estimators": 100,
|
|
"n_jobs": -1
|
|
},
|
|
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:04 took 1.745 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 Galgo on 2022-03-12 at 12:30:07 took 31.702 s"
|
|
],
|
|
"zoo": [
|
|
0.96,
|
|
{
|
|
"base_estimator__C": 2.8,
|
|
"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 Galgo on 2022-03-12 at 12:30:05 took 56.503 s"
|
|
]
|
|
}
|