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

Table 5

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

Removed variable	MAE	MAPE (%)	RMSE	R ^2	Time (s)
Weather	9.703	22.93	12.027	0.680	1310
Land use type	12.101	33.27	14.689	0.526	1310
Public transport accessibility	11.564	39.53	13.792	0.702	1310
SGCNPM	8.377	20.21	10.648	0.738	1320