Review Article
Incident Duration Modeling Using Flexible Parametric Hazard-Based Models
Table 6
MAE, RMSE, and MAPE for prediction of clearance time and total time.
| Time range | Clearance time | Total time | MAE | RMSE | MAPE | | Percent | MAE | RMSE | MAPE | | Percent |
| 1–15 | 6.22 | 7.86 | 2.16 | 512 | 53.89% | 10.73 | 11.91 | 1.08 | 250 | 26.32% | 15–30 | 8.99 | 10.54 | 0.40 | 224 | 23.58% | 7.04 | 5.79 | 0.21 | 358 | 37.68% | 30–45 | 22.41 | 23.32 | 0.61 | 103 | 10.84% | 8.43 | 14.42 | 0.36 | 172 | 18.11% | 45–60 | 36.48 | 37.44 | 0.70 | 37 | 3.89% | 27.06 | 28.08 | 0.52 | 71 | 7.47% | 60–120 | 65.53 | 67.91 | 0.80 | 50 | 5.26% | 53.59 | 55.33 | 0.67 | 69 | 7.26% | >120 | 171.85 | 173.53 | 0.91 | 24 | 2.53% | 158.27 | 168.24 | 0.85 | 30 | 3.16% |
| Total | 17.11 | 35.27 | 1.42 | 950 | 100.00% | 17.84 | 35.51 | 0.54 | 950 | 100.00% |
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