mirror of
https://github.com/Doctorado-ML/benchmark.git
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grid ODTE v.2 and first results
This commit is contained in:
@@ -1,467 +1,564 @@
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{
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"balance-scale": [
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0.9728,
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0.9743999999999999,
|
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{
|
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"n_jobs": -1,"base_estimator__C": 57,
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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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"base_estimator__multiclass_strategy": "ovr",
|
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"n_estimators": 100,
|
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"n_jobs": -1
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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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"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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0.9,
|
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0.7666666666666667,
|
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{
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|
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"base_estimator__kernel": "rbf",
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"base_estimator__multiclass_strategy": "ovr"
|
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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 2022-03-09 at 17:21:53 took 20.007 s"
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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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"n_jobs": -1,"base_estimator__C": 0.0275,
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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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"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 2022-03-09 at 17:21:53 took 1.487 min"
|
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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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0.8283333333333334,
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0.8234615384615385,
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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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"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 2022-03-09 at 17:21:56 took 1.617 min"
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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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"n_jobs": -1,"base_estimator__C": 0.95,
|
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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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"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 2022-03-09 at 17:22:25 took 2.696 min"
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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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0.7411978221415608,
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0.7342407743496672,
|
||||
{
|
||||
"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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"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 2022-03-09 at 17:22:26 took 8.269 min"
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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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0.8462038111019055,
|
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0.8410196078431372,
|
||||
{
|
||||
"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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"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 2022-03-09 at 17:22:26 took 10.859 h"
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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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0.9261552057442696,
|
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0.9270952775476389,
|
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{
|
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"n_jobs": -1,"base_estimator__C": 8.25,
|
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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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"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 2022-03-09 at 17:22:50 took 1.453 h"
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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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{
|
||||
"n_jobs": -1,"base_estimator__C": 1.05,
|
||||
"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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{
|
||||
"n_jobs": -1,"base_estimator__C": 5,
|
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"base_estimator__C": 2.8,
|
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"base_estimator__gamma": "auto",
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
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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 2022-03-09 at 17:22:49 took 21.097 min"
|
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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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],
|
||||
"cylinder-bands": [
|
||||
0.798705501618123,
|
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{
|
||||
"base_estimator__C": 100,
|
||||
"base_estimator__gamma": "auto",
|
||||
"base_estimator__kernel": "rbf",
|
||||
"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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{
|
||||
"n_jobs": -1,"base_estimator__C": 10000.0,
|
||||
"base_estimator__C": 100,
|
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"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"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 2022-03-09 at 17:32:25 took 2.718 min"
|
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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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{
|
||||
"n_jobs": -1,"base_estimator__C": 5,
|
||||
"base_estimator__C": 7,
|
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"base_estimator__gamma": 0.001,
|
||||
"base_estimator__kernel": "rbf",
|
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"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
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"n_estimators": 100,
|
||||
"n_jobs": -1
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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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"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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0.89,
|
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0.8800000000000001,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 2,
|
||||
"base_estimator__gamma": 0.1,
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__C": 0.05,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:26 took 1.028 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:00 took 45.061 s"
|
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],
|
||||
"haberman-survival": [
|
||||
0.7481755684822845,
|
||||
0.7450555261766261,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 0.001,
|
||||
"base_estimator__C": 100,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:25 took 7.450 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:49:31 took 6.622 min"
|
||||
],
|
||||
"heart-hungarian": [
|
||||
0.8333722969023963,
|
||||
0.8230274693161894,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 10000.0,
|
||||
"base_estimator__C": 1.0,
|
||||
"base_estimator__gamma": 0.001,
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:29 took 5.355 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:50:35 took 3.244 min"
|
||||
],
|
||||
"hepatitis": [
|
||||
0.8451612903225806,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 1.0,
|
||||
"base_estimator__C": 1.0,
|
||||
"base_estimator__gamma": "auto",
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:29 took 46.302 s"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:50:35 took 1.106 min"
|
||||
],
|
||||
"ilpd-indian-liver": [
|
||||
0.7374742116121427,
|
||||
0.735764809902741,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 1.75,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__C": 7,
|
||||
"base_estimator__gamma": "scale",
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:46 took 21.048 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:50:45 took 8.906 min"
|
||||
],
|
||||
"ionosphere": [
|
||||
0.9544869215291751,
|
||||
0.9544466800804828,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 2,
|
||||
"base_estimator__C": 100,
|
||||
"base_estimator__gamma": 0.1,
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:33:04 took 1.232 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:03 took 1.557 min"
|
||||
],
|
||||
"iris": [
|
||||
0.9733333333333334,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 1.0,
|
||||
"base_estimator__C": 1.0,
|
||||
"base_estimator__kernel": "linear",
|
||||
"base_estimator__multiclass_strategy": "ovo"
|
||||
"base_estimator__multiclass_strategy": "ovo",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:46 took 1.259 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:13 took 48.223 s"
|
||||
],
|
||||
"led-display": [
|
||||
0.7209999999999999,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 0.001,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__C": 0.1,
|
||||
"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 2022-03-09 at 17:33:08 took 2.524 h"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:08 took 1.385 h"
|
||||
],
|
||||
"libras": [
|
||||
0.861111111111111,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 1.0,
|
||||
"base_estimator__C": 1.0,
|
||||
"base_estimator__kernel": "linear",
|
||||
"base_estimator__multiclass_strategy": "ovo"
|
||||
"base_estimator__multiclass_strategy": "ovo",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:15 took 2.297 h"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:11 took 1.750 h"
|
||||
],
|
||||
"low-res-spect": [
|
||||
0.9058014459530946,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 1.0,
|
||||
"base_estimator__C": 1.0,
|
||||
"base_estimator__kernel": "linear",
|
||||
"base_estimator__multiclass_strategy": "ovo"
|
||||
"base_estimator__multiclass_strategy": "ovo",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:23 took 28.283 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:08 took 21.314 min"
|
||||
],
|
||||
"lymphography": [
|
||||
0.8577011494252874,
|
||||
0.8372413793103448,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 0.001,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"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 2022-03-09 at 19:06:15 took 1.425 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:12 took 1.033 min"
|
||||
],
|
||||
"mammographic": [
|
||||
0.8387305699481866,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 7,
|
||||
"base_estimator__C": 7,
|
||||
"base_estimator__gamma": 0.1,
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:15 took 25.759 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:13 took 12.794 min"
|
||||
],
|
||||
"molec-biol-promoter": [
|
||||
0.8406926406926407,
|
||||
0.8311688311688311,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 0.0275,
|
||||
"base_estimator__C": 0.05,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:14 took 24.426 s"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:10 took 29.699 s"
|
||||
],
|
||||
"musk-1": [
|
||||
0.9391008771929824,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 7,
|
||||
"base_estimator__C": 7,
|
||||
"base_estimator__gamma": "auto",
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:14 took 7.178 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:50:40 took 8.453 min"
|
||||
],
|
||||
"oocytes_merluccius_nucleus_4d": [
|
||||
0.8600669536107126,
|
||||
0.8551841224294596,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 10000.0,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__C": 7,
|
||||
"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 2022-03-09 at 19:06:14 took 1.841 h"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:04 took 50.748 min"
|
||||
],
|
||||
"oocytes_merluccius_states_2f": [
|
||||
0.9314968914395025,
|
||||
0.93246293639407,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 10000.0,
|
||||
"base_estimator__C": 100,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:14 took 42.120 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:12 took 20.560 min"
|
||||
],
|
||||
"oocytes_trisopterus_nucleus_2f": [
|
||||
0.862919594067135,
|
||||
0.8651113913408995,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 57,
|
||||
"base_estimator__gamma": "auto",
|
||||
"base_estimator__C": 100,
|
||||
"base_estimator__gamma": "scale",
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:14 took 35.631 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:15 took 32.692 min"
|
||||
],
|
||||
"oocytes_trisopterus_states_5b": [
|
||||
0.9342460817870654,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 7,
|
||||
"base_estimator__C": 7,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:13 took 29.433 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:12 took 15.904 min"
|
||||
],
|
||||
"parkinsons": [
|
||||
0.9435897435897436,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 2.8,
|
||||
"base_estimator__gamma": 0.14,
|
||||
"base_estimator__C": 7,
|
||||
"base_estimator__gamma": "auto",
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 1.380 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:02 took 57.874 s"
|
||||
],
|
||||
"pima": [
|
||||
0.7760122230710466,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 0.95,
|
||||
"base_estimator__C": 1.0,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 25.392 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:02 took 12.702 min"
|
||||
],
|
||||
"pittsburg-bridges-MATERIAL": [
|
||||
0.8770562770562771,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 2.8,
|
||||
"base_estimator__gamma": 0.14,
|
||||
"base_estimator__C": 2.8,
|
||||
"base_estimator__gamma": "scale",
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 1.160 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:02 took 41.987 s"
|
||||
],
|
||||
"pittsburg-bridges-REL-L": [
|
||||
0.67,
|
||||
0.6704761904761904,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 0.2,
|
||||
"base_estimator__gamma": "scale",
|
||||
"base_estimator__kernel": "poly",
|
||||
"base_estimator__multiclass_strategy": "ovo"
|
||||
"base_estimator__C": 0.1,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 3.985 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:02 took 1.683 min"
|
||||
],
|
||||
"pittsburg-bridges-SPAN": [
|
||||
0.7076023391812866,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 0.05,
|
||||
"base_estimator__C": 0.05,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 3.171 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:02 took 1.185 min"
|
||||
],
|
||||
"pittsburg-bridges-T-OR-D": [
|
||||
0.8823809523809523,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 0.08,
|
||||
"base_estimator__C": 0.1,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 50.029 s"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:02 took 27.283 s"
|
||||
],
|
||||
"planning": [
|
||||
0.7358858858858859,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 1.0,
|
||||
"base_estimator__gamma": 10.0,
|
||||
"base_estimator__C": 1.0,
|
||||
"base_estimator__gamma": 1,
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 5.112 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:02 took 2.878 min"
|
||||
],
|
||||
"post-operative": [
|
||||
0.7111111111111111,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 1.0,
|
||||
"base_estimator__C": 1.0,
|
||||
"base_estimator__kernel": "linear",
|
||||
"base_estimator__multiclass_strategy": "ovo"
|
||||
"base_estimator__multiclass_strategy": "ovo",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 2.260 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:03 took 59.116 s"
|
||||
],
|
||||
"seeds": [
|
||||
0.9571428571428571,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 7,
|
||||
"base_estimator__C": 7,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 49.530 s"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:03 took 47.715 s"
|
||||
],
|
||||
"statlog-australian-credit": [
|
||||
0.6782608695652174,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 1.0,
|
||||
"base_estimator__C": 1.0,
|
||||
"base_estimator__kernel": "linear",
|
||||
"base_estimator__multiclass_strategy": "ovo"
|
||||
"base_estimator__multiclass_strategy": "ovo",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 34.814 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:03 took 18.926 min"
|
||||
],
|
||||
"statlog-german-credit": [
|
||||
0.764,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 7,
|
||||
"base_estimator__C": 7,
|
||||
"base_estimator__gamma": 0.001,
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 50.042 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:03 took 28.413 min"
|
||||
],
|
||||
"statlog-heart": [
|
||||
0.8518518518518519,
|
||||
0.8444444444444444,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 2,
|
||||
"base_estimator__C": 2.8,
|
||||
"base_estimator__gamma": 0.001,
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 3.803 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:03 took 2.263 min"
|
||||
],
|
||||
"statlog-image": [
|
||||
0.974025974025974,
|
||||
0.9705627705627705,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 10000.0,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"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 2022-03-09 at 20:03:50 took 5.191 h"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:08 took 1.951 h"
|
||||
],
|
||||
"statlog-vehicle": [
|
||||
0.8203271841280891,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 7,
|
||||
"base_estimator__C": 7,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 1.030 h"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:04 took 34.949 min"
|
||||
],
|
||||
"synthetic-control": [
|
||||
0.9866666666666667,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 1.0,
|
||||
"base_estimator__C": 1.0,
|
||||
"base_estimator__kernel": "linear",
|
||||
"base_estimator__multiclass_strategy": "ovo"
|
||||
"base_estimator__multiclass_strategy": "ovo",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 32.053 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:04 took 20.117 min"
|
||||
],
|
||||
"tic-tac-toe": [
|
||||
0.9979112129144851,
|
||||
0.9916448516579406,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 10000.0,
|
||||
"base_estimator__gamma": 0.001,
|
||||
"base_estimator__C": 1.0,
|
||||
"base_estimator__gamma": "auto",
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 7.476 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:04 took 4.638 min"
|
||||
],
|
||||
"vertebral-column-2clases": [
|
||||
0.864516129032258,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 0.95,
|
||||
"base_estimator__C": 1.0,
|
||||
"base_estimator__kernel": "liblinear",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 4.015 min"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:04 took 1.745 min"
|
||||
],
|
||||
"wine": [
|
||||
0.9887301587301588,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 1.0,
|
||||
"base_estimator__C": 1.0,
|
||||
"base_estimator__gamma": "auto",
|
||||
"base_estimator__kernel": "rbf",
|
||||
"base_estimator__multiclass_strategy": "ovr"
|
||||
"base_estimator__multiclass_strategy": "ovr",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 44.207 s"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:07 took 31.702 s"
|
||||
],
|
||||
"zoo": [
|
||||
0.96,
|
||||
{
|
||||
"n_jobs": -1,"base_estimator__C": 8.25,
|
||||
"base_estimator__C": 2.8,
|
||||
"base_estimator__gamma": 0.1,
|
||||
"base_estimator__kernel": "poly",
|
||||
"base_estimator__multiclass_strategy": "ovo"
|
||||
"base_estimator__multiclass_strategy": "ovo",
|
||||
"n_estimators": 100,
|
||||
"n_jobs": -1
|
||||
},
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-09 at 20:03:50 took 52.683 s"
|
||||
"v. 0.3.2, Computed on Galgo on 2022-03-12 at 12:30:05 took 56.503 s"
|
||||
]
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user