Short-Term Forecasting of Dockless Bike-Sharing Demand with the Built Environment and Weather

Table 6

Result comparison of removing any variable (after removing the data during 6:00–23:00).

Removed variable	MAE	MAPE (%)	RMSE	R ^2	Time (s)
Weather	1.446	58.84	2.193	0.517	1310
Land use type	0.877	32.38	1.253	0.644	1310
Public transport accessibility	1.262	75.12	1.449	0.789	1310
SGCNPM	0.866	32.19	1.203	0.811	1320