模型

R²

MSE

MAE

P-EL

0.77697

0.19314

0.34584

EL

0.70742

0.48936

0.38278

MLP

0.53506

1.12587

0.60878

XGBoost

0.63750

0.52337

0.42781

RandomForest

0.62103

0.54037

0.42141

LightGBM

0.63312

0.53642

0.42262

CatBoost

0.66157

0.50885

0.40882

NeuralNet

0.60756

0.61967

0.46815