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_size | Kernel_size | Longgang Central City | Pingshan Street | Zhaoshang Street | RMSE | MAE | MAPE | RMSE | MAE | MAPE | RMSE | MAE | MAPE |
| 64 | 1 | 27.97 | 18.82 | 103.61 | 15.78 | 11.72 | 15.89 | 34.85 | 23.84 | 43.86 | 64 | 2 | 34.66 | 23.67 | 136.83 | 16.51 | 12.37 | 17.21 | 33.31 | 22.67 | 53.87 | 128 | 1 | 26.67 | 16.65 | 63.78 | 14.02 | 10.36 | 14.15 | 31.88 | 21.68 | 39.60 | 128 | 2 | 34.14 | 21.45 | 80.31 | 15.48 | 11.50 | 16.25 | 32.48 | 21.83 | 44.91 | 256 | 1 | 27.54 | 18.46 | 80.54 | 16.08 | 11.93 | 16.20 | 32.27 | 22.31 | 47.79 | 256 | 2 | 28.22 | 19.29 | 105.93 | 16.14 | 12.22 | 18.69 | 32.91 | 22.71 | 62.02 |
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