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Add LogisticRegressionCV to regular config #204

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Add LogisticRegressionCV to regular config #204

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42d0387
add CV version of logistic regression
david-cortes-intel Jan 14, 2026
9007a51
fix
david-cortes-intel Jan 14, 2026
b311868
fix
david-cortes-intel Jan 14, 2026
0f6d2ca
more fixes
david-cortes-intel Jan 14, 2026
8c33a60
yet more fixes
david-cortes-intel Jan 14, 2026
7839432
change params
david-cortes-intel Jan 14, 2026
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47 changes: 47 additions & 0 deletions 47 configs/regular/logreg_cv.json
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Original file line number Diff line number Diff line change
@@ -0,0 +1,47 @@
{
"INCLUDE": ["../common/sklearn.json"],
"PARAMETERS_SETS": {
"sklearn logreg_cv parameters": {
"algorithm": {
"estimator": "LogisticRegressionCV",
"library": ["sklearn", "sklearnex"],
"device": "cpu",
"estimator_methods": { "inference": "predict" },
"estimator_params": {
"Cs": 10,
"solver": "lbfgs",
"max_iter": 1000,
"random_state": 123
}
}
},
"logreg_cv datasets": [
{
"data": {
"source": "make_classification",
"generation_kwargs": [
{
"n_samples": 100000,
"n_features": 1000,
"n_informative": 800,
"n_classes": [2]
}
],
"split_kwargs": {
"train_size": 0.05,
"test_size": 0.95
}
}
}
]
},
"TEMPLATES": {
"sklearn logreg_cv": {
"SETS": [
"sklearn-ex[cpu,gpu] implementations",
"sklearn logreg_cv parameters",
"logreg_cv datasets"
]
}
}
}
2 changes: 1 addition & 1 deletion 2 envs/conda-env-sklearn.yml
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Expand Up @@ -10,7 +10,7 @@ dependencies:
- modin-all
- scikit-learn-intelex
# sklbench dependencies
- scikit-learn
- scikit-learn>=1.8
- pandas
- tabulate
- fastparquet
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2 changes: 1 addition & 1 deletion 2 envs/requirements-sklearn.txt
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Expand Up @@ -8,7 +8,7 @@ scikit-learn-intelex
dpctl
dpnp
# sklbench dependencies
scikit-learn
scikit-learn>=1.8
pandas
tabulate
fastparquet
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1 change: 1 addition & 0 deletions 1 sklbench/benchmarks/estimator_task_map.json
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Expand Up @@ -2,6 +2,7 @@
"classification": [
"Classifier",
"LogisticRegression",
"LogisticRegressionCV",
"SVC"
],
"regression": [
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