Short-Term Traffic Flow Forecasting Model Based on GA-TCN

Table 2

Comparison of prediction results of four different models.

Model	Workday			Weekend
	RMSE	MAE	MAPE (%)	RMSE	MAE	MAPE (%)
LSTM	5.94	3.99	2.72	5.38	3.89	3.74
GRU	4.77	3.39	2.74	4.11	3.01	2.70
TCN	5.33	3.57	2.02	4.10	3.06	2.42
GA-TCN	4.03	2.63	1.62	3.97	2.94	2.29