Research Article
[Retracted] CNN-GRU-AM for Shared Bicycles Demand Forecasting
Table 10
Experimental results of using ResNet.
| Model | Longgang Central City | Pingshan Street | Zhaoshang Street | RMSE | MAE | MAPE | RMSE | MAE | MAPE | RMSE | MAE | MAPE |
| ResNet | 30.38 | 21.12 | 105.86 | 17.29 | 13.28 | 20.85 | 35.25 | 24.02 | 57.24 | GRU-ResNet | 27.31 | 18.48 | 92.36 | 16.06 | 12.05 | 18.06 | 33.37 | 22.85 | 53.33 | ResNet-GRU | 29.39 | 18.44 | 73.36 | 15.66 | 11.67 | 16.4 | 34.55 | 24.15 | 47.47 | ResNet-GRU-AM | 26.87 | 16.99 | 58.62 | 14.26 | 10.56 | 14.56 | 33.02 | 22.16 | 41.92 |
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