Short-Term Load Forecasting Based on EEMD-WOA-LSTM Combination Model

Table 3

Calculation results of regression evaluation indexes of prediction model.

Algorithm type	MAE	RMSE	MAPE
EEMD-ARMA	25.884	35.723	0.083
RNN	24.581	33.011	0.079
LSTM	12.113	15.254	0.039
WOA-LSTM	8.376	10.773	0.027
EEMD-WOA-LSTM	5.812	6.989	0.019