A Multifeature Fusion Short-Term Traffic Flow Prediction Model Based on Deep Learnings

Table 2

Evaluation indicator results under different neuron numbers of BiGRU network.

Neuron number in BiGRU network	MAPE (%)	MAE	RMSE
(6,16)	7.69	12.80	17.80
(6,32)	6.27	11.30	15.86
(6,64)	5.98	11.01	15.59
(6,128)	5.89	11.03	15.59
(12,16)	7.61	12.85	17.73
(12,32)	6.19	11.08	15.64
(12,64)	5.53	10.79	15.36
(12,128)	5.52	10.46	14.82
(18,16)	6.43	11.40	15.83
(18,32)	6.34	11.33	17.99
(18,64)	6.04	10.81	15.26
(18,128)	5.87	10.59	15.08
(24,16)	8.01	12.39	16.82
(24,32)	6.22	11.33	15.89
(24,64)	5.52	10.41	14.96
(24,128)	5.85	10.56	14.96