Mark
def mape(y, y_hat): return np.mean(np.abs((y - y_hat) / y)) * 100 def smape(y, y_hat): return 100/len(y) * np.sum(2 * np.abs(y_hat - y) / (np.abs(y) + np.abs(y_hat)))