Model | Evaluation indicators | Henan incident | Tianjin incident | Anhui incident |
LSTM | MAPE | 1.534 | 1.365 | 1.962 |
MAE | 0.0213 | 0.0246 | 0.0452 | |
RMSE | 0.0271 | 0.0299 | 0.0527 | |
BP | MAPE | 3.701 | 4.536 | 3.227 |
MAE | 0.0516 | 0.0825 | 0.0712 | |
RMSE | 0.0676 | 0.0983 | 0.0795 | |
RF | MAPE | 4.5678 | 4.2698 | 2.7906 |
MAE | 0.0624 | 0.0757 | 0.0631 | |
RMSE | 0.0669 | 0.0977 | 0.0808 |