cristal.utils.utils module

cristal.utils.utils.average_precision_score(y_true, y_score)

cristal.utils.utils.em_auc_score(scoring_func, samples, random_generator, n_generated=100000)

cristal.utils.utils.em_goix(t, t_max, volume_support, s_unif, s_X, n_generated)

cristal.utils.utils.mv_auc_score(scoring_func, samples, random_generator, n_generated=100000)

cristal.utils.utils.mv_goix(axis_alpha, volume_support, s_unif, s_X, n_generated)

cristal.utils.utils.precision(y_score, score_outliers, threshold)

cristal.utils.utils.roc_and_pr_curves(y_true, y_score)

cristal.utils.utils.roc_auc_score(y_true, y_score)

cristal.utils.utils.roc_curve(y_true, y_score)

cristal.utils.utils.supervised_metrics(y_true, y_pred)