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The :mod:`sklearn.metrics` module includes score functions, performance metrics
and pairwise metrics and distance computations.
é   )Úauc)Úaverage_precision_score)Úcoverage_error)Ú	det_curve)Ú	dcg_score)Ú%label_ranking_average_precision_score)Úlabel_ranking_loss)Ú
ndcg_score)Úprecision_recall_curve)Úroc_auc_score)Ú	roc_curve)Útop_k_accuracy_score)Úaccuracy_score)Úbalanced_accuracy_score)Úclass_likelihood_ratios)Úclassification_report)Úcohen_kappa_score)Úconfusion_matrix)Úf1_score)Úfbeta_score)Úhamming_loss)Ú
hinge_loss)Újaccard_score)Úlog_loss)Úmatthews_corrcoef)Úprecision_recall_fscore_support)Úprecision_score)Úrecall_score)Úzero_one_loss)Úbrier_score_loss)Úmultilabel_confusion_matrix)ÚDistanceMetric)Úcluster)Úadjusted_mutual_info_score)Úadjusted_rand_score)Ú
rand_score)Úpair_confusion_matrix)Úcompleteness_score)Úconsensus_score)Ú"homogeneity_completeness_v_measure)Úhomogeneity_score)Úmutual_info_score)Únormalized_mutual_info_score)Úfowlkes_mallows_score)Úsilhouette_samples)Úsilhouette_score)Úcalinski_harabasz_score)Úv_measure_score)Údavies_bouldin_score)Úeuclidean_distances)Únan_euclidean_distances)Úpairwise_distances)Úpairwise_distances_argmin)Úpairwise_distances_argmin_min)Úpairwise_kernels)Úpairwise_distances_chunked)Úexplained_variance_score)Ú	max_error)Úmean_absolute_error)Úmean_squared_error)Úmean_squared_log_error)Úmedian_absolute_error)Úmean_absolute_percentage_error)Úmean_pinball_loss)Úr2_score)Úmean_tweedie_deviance)Úmean_poisson_deviance)Úmean_gamma_deviance)Úd2_tweedie_score)Úd2_pinball_score)Úd2_absolute_error_score)Úcheck_scoring)Úmake_scorer)ÚSCORERS)Ú
get_scorer)Úget_scorer_names)ÚDetCurveDisplay)ÚRocCurveDisplay)ÚPrecisionRecallDisplay)ÚConfusionMatrixDisplay)ÚPredictionErrorDisplayr   r#   r$   r   r   r   r0   rI   r   r   r"   r   r'   rQ   r   r(   r   rF   rH   rG   r   r2   rN   r   r!   r3   r:   r   r   r-   rL   r   r   r)   r*   r   r   r   r   rJ   r4   r   r;   r<   r=   r>   rA   rD   rE   rC   r?   r@   r    r+   r	   r,   r&   r5   r6   r7   r9   r8   rP   r
   r   r   rR   rB   r%   r   rO   r   r   rK   rM   r.   r/   r   r1   r   r   N)_Ú__doc__Z_rankingr   r   r   r   r   r   r   r	   r
   r   r   r   Z_classificationr   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r    Z_dist_metricsr!   Ú r"   r#   r$   r%   r&   r'   r(   r)   r*   r+   r,   r-   r.   r/   r0   r1   r2   Úpairwiser3   r4   r5   r6   r7   r8   r9   Z_regressionr:   r;   r<   r=   r>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   Z_scorerrI   rJ   rK   rL   rM   Z_plot.det_curverN   Z_plot.roc_curverO   Z_plot.precision_recall_curverP   Z_plot.confusion_matrixrQ   Z_plot.regressionrR   Ú__all__© rW   rW   úU/var/www/website-v5/atlas_env/lib/python3.8/site-packages/sklearn/metrics/__init__.pyÚ<module>   sF  ¯