Research Article
[Retracted] CNN-GRU-AM for Shared Bicycles Demand Forecasting
Table 8
The average error values of the three datasets.
| Time_step | Batch_size | Longgang Central City | Pingshan Street | Zhaoshang Street | RMSE | MAE | MAPE | RMSE | MAE | MAPE | RMSE | MAE | MAPE |
| 5 | 128 | 26.98 | 17.08 | 82.25 | 16.21 | 12.25 | 18.26 | 34.87 | 24.37 | 48.24 | 256 | 26.15 | 16.74 | 74.74 | 15.84 | 11.94 | 17.16 | 34.02 | 22.68 | 47.07 | 512 | 27.24 | 17.84 | 87.93 | 16.32 | 12.19 | 17.84 | 35.82 | 24.36 | 59.33 | 10 | 128 | 27.09 | 17.18 | 76.57 | 15.62 | 11.47 | 15.88 | 33.70 | 22.74 | 47.81 | 256 | 25.99 | 16.39 | 53.93 | 15.02 | 11.06 | 15.10 | 33.04 | 22.47 | 42.39 | 512 | 25.83 | 16.41 | 67.87 | 15.45 | 11.27 | 15.15 | 32.47 | 22.74 | 44.53 | 15 | 128 | 28.38 | 19.51 | 104.67 | 17.42 | 13.32 | 19.03 | 37.11 | 25.07 | 71.74 | 256 | 30.30 | 20.86 | 106.82 | 15.84 | 11.94 | 15.51 | 35.13 | 23.77 | 55.29 | 512 | 30.75 | 21.44 | 108.85 | 16.70 | 12.49 | 22.16 | 38.03 | 25.70 | 78.12 |
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