Research Article

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

Table 6

Experimental results with the number of convolutional layer is 1 on three datasets.

Filter_sizeKernel_sizeLonggang Central CityPingshan StreetZhaoshang Street
RMSEMAEMAPERMSEMAEMAPERMSEMAEMAPE

64127.9718.82103.6115.7811.7215.8934.8523.8443.86
64234.6623.67136.8316.5112.3717.2133.3122.6753.87
128126.6716.6563.7814.0210.3614.1531.8821.6839.60
128234.1421.4580.3115.4811.5016.2532.4821.8344.91
256127.5418.4680.5416.0811.9316.2032.2722.3147.79
256228.2219.29105.9316.1412.2218.6932.9122.7162.02