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mean_squared_error, r2_score model_r2_score = r2_score(y_test, model_prediction) model_mae_score = mean_absolute_error(y_test, model_prediction) model_mse_score = mean_squared_error(y_test, model_prediction) print(model_r2_score, model_mae_score, model_mse_score) # 0.48053856299386644,