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brier_score_loss # Calculate Brier score for sigmoid calibration brier_score_sigmoid = brier_score_loss(y_val, prob_pos_val_sigmoid) # Calculate Brier score for isotonic calibration brier_score_isotonic = brier_score_loss(y_val, prob_pos_val_isotonic) print("Brier Score (Sigmoid Calibration):",