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function: # Convert X_test and y_test to Numpy arrays if they are not already X_test = np.array(X_test) y_test = np.array(y_test) # Ensure X_test is reshaped similarly to how X_train was reshaped # This depends on how you preprocessed the training data X_test = np.reshape(X_test, (X_test.shape[0],