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Precision-Recall — scikit-learn 1.6.1 documenta...
e_precision_score , sklearn.metrics.recall_score , sklearn.m...sklearn.metrics.precision_score , sklearn.metrics.f1_score # Authors: The...scikit-learn.org/stable/auto_examples/model_selection/plot_precision_recall.html -
Early stopping of Stochastic Gradient Descent —...
train_score , test_score = fit_and_score ( estimator ,...estimator . n_iter_ train_score = estimator . score ( X_train , y_train...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_early_stopping.html -
2.4. Biclustering — scikit-learn 1.6.1 document...
one-dimensional k-means and scored using the Euclidean distance....similarities into an overall score. To compare individual biclusters,...scikit-learn.org/stable/modules/biclustering.html -
Effect of model regularization on training and ...
"R$^2$ Score" , ) test_scores_mean = disp . test_scores . mean...param_range = alphas , scoring = "r2" , n_jobs = 2 , score_type = "both"...scikit-learn.org/stable/auto_examples/model_selection/plot_train_error_vs_test_error.html -
plot_multi_metric_evaluation.rst.txt
sample_score_mean - sample_score_std, sample_score_mean + sample_score_std,...: range(2, 403, 20)}, scoring=scoring, refit="AUC", n_jobs=2,...scikit-learn.org/stable/_sources/auto_examples/model_selection/plot_multi_metric_evaluation.rst.txt -
SelectPercentile — scikit-learn 1.6.1 documenta...
feature scores, None if score_func returned only scores. n_features_in_...arrays (scores, pvalues) or a single array with scores. Default...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectPercentile.html -
label_ranking_loss — scikit-learn 1.6.1 documen...
y_score , * , sample_weight = None )...incorrectly ordered given y_score weighted by the size of the...scikit-learn.org/stable/modules/generated/sklearn.metrics.label_ranking_loss.html -
Clustering text documents using k-means — sciki...
} for score_name , score_values in scores . items (): mean_score...mean_score , std_score = np . mean ( score_values ), np . std...scikit-learn.org/stable/auto_examples/text/plot_document_clustering.html -
Multilabel classification using a classifier ch...
model_scores = [ ovr_jaccard_score ] + chain_jaccard_scores + [...X_test ) ovr_jaccard_score = jaccard_score ( Y_test , Y_pred_ovr...scikit-learn.org/stable/auto_examples/multioutput/plot_classifier_chain_yeast.html -
permutation_importance — scikit-learn 1.6.1 doc...
If scoring represents a single score, one can use:...single value. If scoring represents multiple scores, one can use:...scikit-learn.org/stable/modules/generated/sklearn.inspection.permutation_importance.html