| 评价指标 | MAE | MAPE | MSE |
| SVR | 30.56 | 8.77 | 42.11 |
| LSTM | 26.87 | 7.46 | 33.45 |
| TCN | 12.51 | 3.42 | 16.92 |
| LightGBM | 9.81 | 3.08 | 14.55 |
| CNN-LightGBM | 24.97 | 7.46 | 34.08 |
| TCN-LightGBM | 9.71 | 2.88 | 13.97 |