Research Article
Online Traffic Accident Spatial-Temporal Post-Impact Prediction Model on Highways Based on Spiking Neural Networks
Table 6
Prediction performance comparison of clean-up time.
| | Method | MAPE (%) | RMSE | Training time (h) |
| | Nonlinear regression | 29.33 | 30.97 | — | | KNN | 30.02 | 28.05 | — | | ANNs | 28.58 | 23.64 | 5.50 | | Mean-shift clustering and ANNs classifier | 14.30 | 11.19 | 4.88 | | Mean-shift clustering and SNNs classifier (ours) | 12.07 | 8.13 | 3.20 |
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