Table 2:
1h-ahead prediction comparison among the Elman, ELM, and GA-ELM models.
Prediction method
MAPE
RMSE
MAXERROR
Elman
9.2430
2.2872
12.1871
ELM
15.7708
2.9498
18.6572
GA-ELM
6.9519
1.1603
6.9477