def MBE(y_true, y_pred): ''' Parameters: y_true (array): Array of observed values y_pred (array): Array of prediction values Returns: mbe (float): Biais score ''' y_true = np.array(y_true) y_pred = np.array(y_pred) y_true = y_true.reshape(len(y_true),1) y_pred = y_pred.reshape(len(y_pred),1) diff = (y_true-y_pred) mbe = diff.mean() print('MBE = ', mbe)