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