Hybrid Model for Method for Short-Term Traffic Flow Prediction Based on Secondary Decomposition Technique and ELM

Table 4

Result comparisons of involved models (test part).

Indices	ARIMA	DBN	ELM	Model 1	Model 2	Model 3	Proposed
MAE	12.51	12.59	11.94	8.47	2.13	2.96	1.97
MAPE	0.19	0.19	0.19	0.13	0.03	0.04	0.03
RMSE	17.73	18.69	16.96	11.61	2.90	4.22	2.81
RMSRE	0.37	0.37	0.37	0.23	0.05	0.07	0.04