Research Article
A Multifeature Fusion Short-Term Traffic Flow Prediction Model Based on Deep Learnings
Table 4
Comparison of three evaluation indexes of the multifeature fusion model and baseline models.
| Model | MAPE (%) | RMSE | MAE |
| LSTM | 13.32 | 20.35 | 15.26 | GRU | 12.27 | 19.70 | 14.73 | CNN-LSTM-attention | 6.34 | 15.32 | 10.93 | CNN-GRU-attention | 5.71 | 15.53 | 10.81 | CDLP | 5.62 | 15.17 | 10.63 | Multi-feature fusion model | 5.52 | 14.82 | 10.46 |
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