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

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