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 |