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 layers | Filter_size | Longgang Central City | Pingshan Street | Zhaoshang Street | RMSE | MAE | MAPE | RMSE | MAE | MAPE | RMSE | MAE | MAPE |
| Level 1 | 128 | 26.96 | 16.67 | 49.56 | 14.02 | 10.36 | 14.15 | 31.88 | 21.68 | 39.60 | Level 2 | 64 | Level 1 | 128 | 26.13 | 16.54 | 62.57 | 15.95 | 11.89 | 16.49 | 32.57 | 22.14 | 43.37 | Level 2 | 128 | Level 1 | 128 | 26.53 | 17.26 | 81.02 | 15.75 | 11.96 | 17.67 | 31.13 | 21.18 | 55.88 | Level 2 | 256 |
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