Feature Selection and Model Fusion Approach for Predicting Urban Macro Travel Time

Table 1

GPS initial data set.

ID	Longitude	Latitude	Spot speed	Traveling direction	Receipt time	Vehicle type
42468616724	116.6104400	40.5108900	46	52	5:56:13	2
42468616724	116.6130900	40.5123400	44	52	5:57:35	2
42468616724	116.6153900	40.5136400	36	52	5:59:57	2
41675202048	116.4027200	39.1643100	12	0	5:56:02	2
41675202048	116.4027200	39.1688199	28	358	5:58:24	2
41675202048	116.4126700	39.1735600	40	358	5:59:46	2
42468116615	116.9309000	39.6290800	48	88	5:56:08	2
42468116615	116.9322100	39.6291300	24	82	5:57:29	2
42468116615	116.9325000	39.6309800	56	0	5:59:49	2
……	……	……	……	……	……	……