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

Table 3

Weather feature data set.

Data	dwc	nwc	dtv	ntv	dwinds	nwinds
2018.12.10	Cloudy	Sunny	7	0	Northeast wind force 1∼2	Northeast wind force 1∼2
2018.12.11	Cloudy	Sunny	8	2	Northeast wind force 1∼2	Northeasterly breeze
2018.12.12	Fog	Cloudy	8	−3	Northeast wind force 3∼4	Northeast wind force 3
2018.12.13	Sunny	Sunny	4	−6	Northwest wind force 1∼2	Northwesterly breeze
2018.12.14	Rain	Cloudy	0	−4	Southwesterly breeze	Southwesterly breeze
2018.12.15	Fog	Sunny	−2	−9	Northwest wind force 3∼4	Northwest wind force 3∼4
2018.12.16	Sunny	Cloudy	−5	−10	Northwest wind force 3∼4	Northwesterly breeze
2018.12.17	Sunny	Sunny	−2	−10	Southwest wind force 2∼3	Southwesterly breeze
2018.12.18	Cloudy	Sunny	−1	−10	Southeast wind force 1∼2	Southeasterly breeze
2018.12.19	Cloudy	Sunny	0	−7	Northeast wind force 1∼2	Northeast wind force 1∼2
2018.12.20	Sunny	Cloudy	−1	−10	Northwest wind force 2∼3	Northwesterly breeze