Table 1. The average error of the four models when nstep = 1.
Method | December 30 | December 31 | ||||
---|---|---|---|---|---|---|
RMSE | MAPE (%) |
VAPE (%) |
RMSE | MAPE (%) |
VAPE (%) |
|
SVR | 56.22 | 8.83 | 1.30 | 209.10 | 12.98 | 0.60 |
MLP | 68.91 | 11.50 | 1.39 | 145.58 | 10.33 | 0.44 |
GBRT | 50.37 | 9.22 | 0.95 | 274.75 | 17.11 | 1.72 |
HA | 86.72 | 19.20 | 2.23 | 718.70 | 29.12 | 6.72 |