Research Article
A Multifeature Fusion Short-Term Traffic Flow Prediction Model Based on Deep Learnings
Table 2
Evaluation indicator results under different neuron numbers of BiGRU network.
| Neuron number in BiGRU network | MAPE (%) | MAE | RMSE |
| (6,16) | 7.69 | 12.80 | 17.80 | (6,32) | 6.27 | 11.30 | 15.86 | (6,64) | 5.98 | 11.01 | 15.59 | (6,128) | 5.89 | 11.03 | 15.59 | (12,16) | 7.61 | 12.85 | 17.73 | (12,32) | 6.19 | 11.08 | 15.64 | (12,64) | 5.53 | 10.79 | 15.36 | (12,128) | 5.52 | 10.46 | 14.82 | (18,16) | 6.43 | 11.40 | 15.83 | (18,32) | 6.34 | 11.33 | 17.99 | (18,64) | 6.04 | 10.81 | 15.26 | (18,128) | 5.87 | 10.59 | 15.08 | (24,16) | 8.01 | 12.39 | 16.82 | (24,32) | 6.22 | 11.33 | 15.89 | (24,64) | 5.52 | 10.41 | 14.96 | (24,128) | 5.85 | 10.56 | 14.96 |
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