A Sparse Gating Convolutional Recurrent Network for Traffic Flow Prediction

Table 1

The details of the datasets.

Dataset	TaxiBJ	TaxiNYC	BikeNYC
Start time	7/1/2013	1/1/2015	1/1/2016
End time	10/30/2013	3/1/2015	6/30/2016
Training set	7/1/2013–10/20/2013	1/1/2015–2/9/2015	1/1/2016–6/10/2016
Validation set	10/21/2013–10/25/2013	2/10/2015–2/19/2015	6/11/2016–6/20/2016
Test set	10/26/2013–10/30/2013	2/20/2015–3/1/2015	6/21/2016–6/30/2016
Time interval	0.5	0.5	1 (hour)
Grid map size	(32, 32)	(10, 20)	(16, 16)