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

Table 1

The main conditions of the PEMS dataset.

Timestamp	Station	Freeway	Direction of travel	Station length	Total flow	Avg. occupancy	Avg. speed
2014/5/1 0:00	716453	105	E	0.305	59	0.0105	68.5
2014/5/1 0:05	716453	105	E	0.305	60	0.0104	68.6
2014/5/1 0:10	716453	105	E	0.305	59	0.0107	68.8
2014/5/1 0:15	716453	105	E	0.305	57	0.0103	68.7
2014/5/1 0:20	716453	105	E	0.305	53	0.0098	68.6
···	···	···	···	···	···	···	···