| 模型 | RMSE | MAE | r |
| LSTM | 2.1211 | 2.4215 | 0.5877 |
| EMD-ARIMA | 1.4378 | 1.7455 | 0.6544 |
| EMD-LSTM | 1.6376 | 1.1468 | 0.7852 |
| TVF-EMD-LSTM | 1.2101 | 0.9390 | 0.8056 |
| 本文模型 | 1.0576 | 0.7912 | 0.9576 |