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The :mod:`sklearn.metrics` module includes score functions, performance metrics
and pairwise metrics and distance computations.
   )cluster)accuracy_scorebalanced_accuracy_scorebrier_score_lossclass_likelihood_ratiosclassification_reportcohen_kappa_scoreconfusion_matrixf1_scorefbeta_scorehamming_loss
hinge_lossjaccard_scorelog_lossmatthews_corrcoefmultilabel_confusion_matrixprecision_recall_fscore_supportprecision_scorerecall_scorezero_one_loss)DistanceMetric)ConfusionMatrixDisplay)DetCurveDisplay)PrecisionRecallDisplay)PredictionErrorDisplay)RocCurveDisplay)aucaverage_precision_scorecoverage_error	dcg_score	det_curve%label_ranking_average_precision_scorelabel_ranking_loss
ndcg_scoreprecision_recall_curveroc_auc_score	roc_curvetop_k_accuracy_score)d2_absolute_error_scored2_pinball_scored2_tweedie_scoreexplained_variance_score	max_errormean_absolute_errormean_absolute_percentage_errormean_gamma_deviancemean_pinball_lossmean_poisson_deviancemean_squared_errormean_squared_log_errormean_tweedie_deviancemedian_absolute_errorr2_score)check_scoring
get_scorerget_scorer_namesmake_scorer)adjusted_mutual_info_scoreadjusted_rand_scorecalinski_harabasz_scorecompleteness_scoreconsensus_scoredavies_bouldin_scorefowlkes_mallows_score"homogeneity_completeness_v_measurehomogeneity_scoremutual_info_scorenormalized_mutual_info_scorepair_confusion_matrix
rand_scoresilhouette_samplessilhouette_scorev_measure_score)euclidean_distancesnan_euclidean_distancespairwise_distancespairwise_distances_argminpairwise_distances_argmin_minpairwise_distances_chunkedpairwise_kernelsr   r;   r<   r   r   r   r=   r7   r   r   r   r   r>   r   r	   r?   r   r*   r(   r)   r   r@   r   r    r   rK   r+   r
   r   rA   r8   r   r   rB   rC   r   r!   r"   r   r:   rL   r   r,   r-   r2   r3   r0   r1   r/   r4   r5   r.   r   rD   r#   rE   rF   rM   rN   rO   rP   rQ   r   r$   r   r   r   r6   rG   r   r   r%   r&   r9   rH   rI   r'   rJ   r   r   N)^__doc__ r   Z_classificationr   r   r   r   r   r   r	   r
   r   r   r   r   r   r   r   r   r   r   r   Z_dist_metricsr   Z_plot.confusion_matrixr   Z_plot.det_curver   Z_plot.precision_recall_curver   Z_plot.regressionr   Z_plot.roc_curver   Z_rankingr   r   r   r   r    r!   r"   r#   r$   r%   r&   r'   Z_regressionr(   r)   r*   r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   r5   r6   Z_scorerr7   r8   r9   r:   r;   r<   r=   r>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   rI   rJ   pairwiserK   rL   rM   rN   rO   rP   rQ   __all__ rV   rV   W/var/www/html/Darija-Ai-API/env/lib/python3.8/site-packages/sklearn/metrics/__init__.py<module>   s   T8DH$