区域 | 模型 | MSE | MAE | RMSE | MAPE | Time(s) |
103 | Random Forest | 4.0595 | 0.4949 | 2.0148 | 0.0302 | 184.1345 |
GBDT | 40.4232 | 2.3192 | 6.3579 | 0.2605 | 40.0599 | |
XGBoost | 12.2152 | 0.6361 | 3.4950 | 0.0412 | 74.4189 | |
LightGBM | 348.4430 | 8.9274 | 18.6666 | 0.8562 | 1.4590 |