Research Article
Combined Prediction Method of Short-Term Distance Headway Based on EB-GRA-TCN
Table 2
Comparative experiment results.
| Prediction step | 5 | 10 | 15 | RMSE | MAE | RMSE | MAE | RMSE | MAE |
| TCN | 0.222 | 0.193 | 0.168 | 0.136 | 0.550 | 0.436 | ARIMA | 0.141 | 0.126 | 0.247 | 0.217 | 0.344 | 0.300 | SVM | 0.470 | 0.448 | 0.682 | 0.640 | 0.764 | 0.729 | RNN | 1.637 | 1.495 | 1.041 | 0.978 | 2.777 | 2.646 | LSTM | 0.342 | 0.334 | 0.533 | 0.484 | 0.687 | 0.603 |
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