评价指标 Model | RMSE | R2 | MAE | WMAPE |
XGBoost | 43.462 | 0.986 | 24.434 | 0.092 |
Random Forest | 69.658 | 0.964 | 42.141 | 0.158 |
LSTM | 54.875 | 0.978 | 31.545 | 0.119 |
CNN | 48.740 | 0.982 | 27.574 | 0.104 |
GCN | 47.485 | 0.983 | 26.920 | 0.101 |
GCN-CNN | 36.219 | 0.990 | 20.941 | 0.079 |