模型

RMSE

MAE

MAPE (%)

LSTM

9.39

10.58

22.33

CNN

5.11

10.20

32.49

CNN-LSTM (equal)

3.08

9.83

19.06

CNN-LSTM (residual)

2.10

9.71

8.81

CNN-LSTM (variable)

2.07

9.66

8.66