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davies_bouldin_score — scikit-learn 1.7.1 docum...
davies_bouldin_score # sklearn.metrics. davies_bouldin_score ( X , labels...Compute the Davies-Bouldin score. The score is defined as the average...scikit-learn.org/stable/modules/generated/sklearn.metrics.davies_bouldin_score.html -
fowlkes_mallows_score — scikit-learn 1.7.1 docu...
fowlkes_mallows_score # sklearn.metrics. fowlkes_mallows_score ( labels_true...Returns : score float The resulting Fowlkes-Mallows score. References...scikit-learn.org/stable/modules/generated/sklearn.metrics.fowlkes_mallows_score.html -
adjusted_rand_score — scikit-learn 1.7.1 docume...
adjusted_rand_score # sklearn.metrics. adjusted_rand_score ( labels_true...RI score is then “adjusted for chance” into the ARI score using...scikit-learn.org/stable/modules/generated/sklearn.metrics.adjusted_rand_score.html -
d2_tweedie_score — scikit-learn 1.7.1 documenta...
d2_tweedie_score # sklearn.metrics. d2_tweedie_score ( y_true ,...[source] # \(D^2\) regression score function, fraction of Tweedie...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_tweedie_score.html -
calinski_harabasz_score — scikit-learn 1.7.1 do...
calinski_harabasz_score # sklearn.metrics. calinski_harabasz_score ( X ,...Returns : score float The resulting Calinski-Harabasz score. References...scikit-learn.org/stable/modules/generated/sklearn.metrics.calinski_harabasz_score.html -
top_k_accuracy_score — scikit-learn 1.7.1 docum...
top_k_accuracy_score # sklearn.metrics. top_k_accuracy_score ( y_true...provided. Returns : score float The top-k accuracy score. The best performance...scikit-learn.org/stable/modules/generated/sklearn.metrics.top_k_accuracy_score.html -
Demonstration of multi-metric evaluation on cro...
sample_score_mean - sample_score_std , sample_score_mean + sample_score_std...range ( 2 , 403 , 20 )}, scoring = scoring , refit = "AUC" , n_jobs...scikit-learn.org/stable/auto_examples/model_selection/plot_multi_metric_evaluation.html -
3.5. Validation curves: plotting scores to eval...
we need a scoring function (see Metrics and scoring: quantifying...based on a validation score the validation score is biased and not...scikit-learn.org/stable/modules/learning_curve.html -
Balance model complexity and cross-validated sc...
"mean_test_score" : test_scores , "std_test_score" : grid . cv_results_...test scores mean_test_scores = np . mean ( test_scores , axis...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_refit_callable.html -
d2_log_loss_score — scikit-learn 1.7.1 document...
d2_log_loss_score # sklearn.metrics. d2_log_loss_score ( y_true...= None ) [source] # \(D^2\) score function, fraction of log loss...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_log_loss_score.html