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SelectFdr — scikit-learn 1.7.0 documentation
Attributes : scores_ array-like of shape (n_features,) Scores of features....sklearn.feature_selection. SelectFdr ( score_func=<function f_classif> ,...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectFdr.html -
SelectFwe — scikit-learn 1.7.0 documentation
Attributes : scores_ array-like of shape (n_features,) Scores of features....sklearn.feature_selection. SelectFwe ( score_func=<function f_classif> ,...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectFwe.html -
LassoCV — scikit-learn 1.7.0 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoCV.html -
SelectFpr — scikit-learn 1.7.0 documentation
Attributes : scores_ array-like of shape (n_features,) Scores of features....sklearn.feature_selection. SelectFpr ( score_func=<function f_classif> ,...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectFpr.html -
ElasticNet — scikit-learn 1.7.0 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...scikit-learn.org/stable/modules/generated/sklearn.linear_model.ElasticNet.html -
Comparison between grid search and successive h...
mean_test_score values for the highest iter scores_matrix = results..."mean_test_score" , aggfunc = "last" , ) else : scores_matrix =...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_heatmap.html -
Comparing Linear Bayesian Regressors — scikit-l...
np ard_scores = - np . array ( ard . scores_ ) brr_scores = - np...array ( brr . scores_ ) plt . plot ( ard_scores , color = "navy"...scikit-learn.org/stable/auto_examples/linear_model/plot_ard.html -
Comparison of kernel ridge regression and SVR —...
best_params_ } and R2 score: { svr . best_score_ : .3f } " ) print...best_params_ } and R2 score: { kr . best_score_ : .3f } " ) print...scikit-learn.org/stable/auto_examples/miscellaneous/plot_kernel_ridge_regression.html -
Metadata Routing — scikit-learn 1.7.0 documenta...
add ( caller = "score" , callee = "score" ), ) return router...'predict'}, {'callee': 'score', 'caller': 'score'}], 'router': {'fit':...scikit-learn.org/stable/auto_examples/miscellaneous/plot_metadata_routing.html -
3.2. Tuning the hyper-parameters of an estimato...
cy_score for classification and sklearn.metrics.r2_score for...accuracy score is often uninformative), see Which scoring function...scikit-learn.org/stable/modules/grid_search.html