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Brier score brier_score = brier_score_loss(y_test, y_pred_proba[:, 1]) print(f"Brier Score: {brier_score:.3f}") This code snippet assumes that you have loaded the training and testing datasets into `X_train`, `y_train`, `X_test`, and `y_test`. An SVM classifier is trained on the training data using