Models

间隔60秒

间隔30秒

RMSE

MAE

MAPE

RMSE

MAE

MAPE

CNN

6.07E−03

3.19E−02

4.10E−02

5.03E−03

2.98E−02

3.86E−02

LSTM

4.94E−03

3.41E−02

4.44E−02

4.80E−03

2.74E−02

3.56E−02

LSTM-CNN

6.72E−03

3.00E−02

3.86E−02

5.44E−03

2.11E−02

2.67E−02

LSTM-Attention-CNN

3.09E−03

2.08E−02

2.57E−02

2.46E−03

1.61E−02

2.01E−02