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 |