Research Article
Urban Traffic Flow Forecast Based on FastGCRNN
Table 2
Comparison of results between FastGCRNN model and other traffic flow prediction models.
| Model | Time | RMSE | 5 min | 30 min |
| HA | 19.502 | 23.158 | ARIMA | 17.541 | 19.097 | SVR | 17.895 | 19.005 | LSTM | 13.102 | 16.930 | ConvLSTM | 19.481 | 21.038 | GCRN | 11.892 | 16.265 | GCRNN-nosample | 9.950 | 16.231 | FastGCRNN | 9.867 | 16.2734 |
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