Research Article
A Two-Stage Train Delay Prediction Method Based on Data Smoothing and Multimodel Fusion Using Asymmetry Features in Urban Rail Systems
Table 2
Predicted accuracy of different methods.
| | Training set | Testing set | MAE | RSME | MAE | RSME |
| NN | 7.80 | 6.29 | 16.08 | 25.86 | SVM | 9.02 | 11.78 | 16.34 | 24.46 | RF | 9.02 | 11.78 | 15.40 | 25.44 | Baseline | 8.61 | 9.92 | 15.94 | 25.25 | Averaged | 7.42 | 9.32 | 15.36 | 23.86 | Weighted | 6.74 | 8.63 | 15.22 | 23.84 | KNN | 5.02 | 6.24 | 12.08 | 23.14 |
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