Research Article

[Retracted] CNN-GRU-AM for Shared Bicycles Demand Forecasting

Table 7

Experimental results with the number of convolutional layer is 2 on three datasets.

Number of layersFilter_sizeLonggang Central CityPingshan StreetZhaoshang Street
RMSEMAEMAPERMSEMAEMAPERMSEMAEMAPE

Level 112826.9616.6749.5614.0210.3614.1531.8821.6839.60
Level 264
Level 112826.1316.5462.5715.9511.8916.4932.5722.1443.37
Level 2128
Level 112826.5317.2681.0215.7511.9617.6731.1321.1855.88
Level 2256