A Hybrid Approach by CEEMDAN-Improved PSO-LSTM Model for Network Traffic Prediction

Table 2

Errors of LSTM prediction models under different parameter combinations.

Index	IPSO-LSTM12	IPSO-LSTM22	IPSO-LSTM23-1	IPSO-LSTM23-2
RMSE	46.93	46.77	47.20	46.93
MAE	21.61	40.71	42.47	41.14
MAPE (%)	20.67	31.28	33.07	32.58