def METHOD_NAME() -> PerformanceCalculator:
    return PerformanceCalculator(
        timestamp_column_name='timestamp',
        y_pred='y_pred',
        y_true='y_true',
        metrics=['mae', 'mape', 'mse', 'msle', 'rmse', 'rmsle'],
        problem_type='regression',
    )