Table 4: Comparison among the Elman, ELM, and GA-ELM models.

Prediction method MAPE RMSE MAXERROR
Elman 14.9997 4.4708 19.4312
ELM 13.8229 1.7845 7.2912
GA-ELM 9.1183 0.9875 4.3561