def METHOD_NAME(clf):
    Y_pred = clf.predict(X_test)
    Y_pred_bin = binarize_predictions(Y_test, Y_pred, fpr=target_fpr)
    recall = evaluate_recall(Y_test, Y_pred_bin)
    fpr_ratio = evaluate_fairness(Y_test, Y_pred_bin, S_test, metric_col=target_fairness_metric)
    return recall, fpr_ratio