模型

R²

MSE

MAE

随机森林回归

0.7207

0.5705

0.5539

支持向量回归

0.6639 (¯7.881%)

0.6869

0.6226

梯度提升树回归

0.6791 (¯5.772%)

0.6553

0.5820

XGBoost

0.7117 (¯1.249%)

0.5885

0.5591

MLP回归

0.5980 (¯17.025%)

0.8208

0.6971