| 模型 | RMSE | 标准差 |
| Lasso | 0.146346 | 0.028864 |
| ElasticNet | 0.143952 | 0.027534 |
| Ridge | 0.143934 | 0.025430 |
| GBDT | 0.087363 | 0.011990 |
| LightGBM | 0.100069 | 0.027869 |
| XGBoost | 0.100995 | 0.018498 |