Research Article
[Retracted] CNN-GRU-AM for Shared Bicycles Demand Forecasting
Table 12
Experimental results of three datasets on the benchmark model.
| Model | Longgang Central City | Pingshan Street | Zhaoshang Street | RMSE | MAE | MAPE | RMSE | MAE | MAPE | RMSE | MAE | MAPE |
| HA | 40.01 | 29.09 | 171.14 | 20.94 | 16.99 | 28.27 | 43.78 | 29.75 | 77.79 | ARIAM | 32.16 | 23.06 | 136.63 | 17.59 | 13.82 | 23.03 | 34.99 | 23.89 | 62.33 | LSTM | 36.92 | 27.44 | 161.06 | 20.13 | 16.33 | 26.84 | 38.03 | 25.70 | 71.74 | ASTRCNs | 26.26 | 16.61 | 69.74 | 16.01 | 11.87 | 16.67 | 34.11 | 23.19 | 41.44 | CNN-GRU-AM | 26.96 | 16.67 | 49.56 | 14.02 | 10.36 | 14.15 | 31.13 | 20.77 | 39.01 |
|
|