Table 2: MSE, MAE and MAPE of three sites for the single forecasting models.
Site |
Model error |
Model |
Model |
Model |
Model |
Model |
Model |
WNN |
BP |
RBF |
GRNN |
FNN |
SVM |
Site 1 |
MAE |
0.2925 |
0.2909 |
0.4436 |
0.2968 |
0.2876 |
0.3361 |
MAPE(%) |
6.02 |
6.22 |
9.13 |
6.39 |
6.2 |
7.06 |
MSE |
0.1389 |
0.1232 |
0.3188 |
0.1315 |
0.1232 |
0.1612 |
Site 2 |
MAE |
0.2859 |
0.2714 |
0.3268 |
0.3162 |
0.2836 |
0.3247 |
MAPE(%) |
5.48 |
5.76 |
6.44 |
6.26 |
5.66 |
6.28 |
MSE |
0.1185 |
0.147 |
0.162 |
0.1738 |
0.139 |
0.1527 |
Site 3 |
MAE |
0.3593 |
0.3659 |
0.5539 |
0.4765 |
0.3659 |
0.4218 |
MAPE(%) |
4.77 |
4.94 |
7.32 |
6.61 |
4.92 |
5.75 |
MSE |
0.2203 |
0.2267 |
0.565 |
0.3369 |
0.214 |
0.237 |