Model

Index

MSE

MAE

RMSE

MSPE

Transformer

9.4961

4.7481

10.1567

1.6681

Informer

6.1651

3.0826

8.1556

1.4161

Reformer

7.1561

3.5781

6.1561

1.5492

ICEEMDAN-Xgboost-Transformer

8.1569

4.5785

11.1652

1.9634

ICEEMDAN-Xgboost-Informer

7.1525

5.0781

7.1561

1.9261

ICEEMDAN-Xgboost-Reformer

5.1224

6.0608

9.1647

1.4428

ICEEMDAN-Xgboost-Autoformer

0.2792

0.1390

1.1568

0.1118