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3.1. Cross-validation: evaluating estimator per...
scoring = scoring , ... cv = 5 , return_train_score = True...random_state = 42 ) >>> scores = cross_val_score ( clf , X , y , cv...scikit-learn.org/stable/modules/cross_validation.html -
IsolationForest — scikit-learn 1.7.2 documentation
as the scores of inliers are close to 0 and the scores of outliers...anomaly score of X of the base classifiers. The anomaly score of an...scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html -
Sample pipeline for text feature extraction and...
between scoring time and mean test score (i.e. “CV score”). Passing..."mean_score_time" : "CV Score time (s)" , "mean_test_score" : "CV...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_text_feature_extraction.html -
RegressorMixin — scikit-learn 1.7.2 documentation
estimator_type tag; score method that default to r2_score . enforce that...0]) >>> estimator . score ( X , y ) 0.0 score ( X , y , sample_weight...scikit-learn.org/stable/modules/generated/sklearn.base.RegressorMixin.html -
precision_recall_fscore_support — scikit-learn ...
F-beta score reaches its best value at 1 and worst score at 0....[n_unique_labels] Recall score. fbeta_score float (if average is...scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_recall_fscore_support.html -
BisectingKMeans — scikit-learn 1.7.2 documentation
score ( X , y = None , sample_weight...assigned equal weight. Returns : score float Opposite of the value...scikit-learn.org/stable/modules/generated/sklearn.cluster.BisectingKMeans.html -
precision_recall_curve — scikit-learn 1.7.2 doc...
y_score array-like of shape (n_samples,) Target scores, can...average_precision_score Compute average precision from prediction scores. det_curve...scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_recall_curve.html -
Explicit feature map approximation for RBF kern...
nystroem_scores . append ( nystroem_score ) fourier_scores . append...targets_train ) kernel_svm_score = kernel_svm . score ( data_test , targets_test...scikit-learn.org/stable/auto_examples/miscellaneous/plot_kernel_approximation.html -
Smarter Alerting Arrives with Faster Triage, Cl...
Alert Grouping with Relevance Scoring & Reasoning We've enhanced...grouped based on a relevance score that reflects the strength of...www.elastic.co/observability-labs/blog/elastic-stack-observability-alerting-upgrade -
SelectKBest — scikit-learn 1.7.2 documentation
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.SelectKBest.html