Research Article
Road Rescue Demand Prediction for the Improvement of Traffic System Resilience
Table 2
The coefficients of the road rescue demand prediction models.
| | Coefficients | Submodels with grouping | Model without grouping | | Submodel 1 | Submodel 2 | Submodel 3 | Submodel 4 | Submodel 5 | Submodel 6 | Submodel 7 | Submodel 8 | Submodel 9 |
| | Constant | −169318 | 1859 | 122025 | −358361 | −136743 | −199345 | −195245 | −70642 | −212155 | −171190 | | Year | 84.12 | 0.00 | −60.35 | 179.67 | 67.92 | 98.98 | 97.21 | 35.20 | 105.26 | 85.00 | | Month | 4.36 | −119.65 | 117.87 | −156.67 | 23.32 | 17.97 | 32.50 | 33.03 | 23.65 | 17.38 | | Week | 1.67 | 21.78 | −15.88 | −44.00 | −0.64 | −2.11 | −3.31 | −17.47 | −3.34 | −3.16 | | Three-day holiday | −43.45 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | −19.90 | | National Day | 0.00 | −14.49 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | −20.97 | | Spring Festival | 0.00 | 0.00 | −22.81 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | −20.91 | | Snow | 1.86 | 0.00 | 0.00 | −344.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.57 | | Rain | −5.22 | −33.07 | 0.00 | 0.00 | 9.50 | −31.37 | −9.17 | −6.47 | 0.00 | −5.60 | | Low temperature 0°C | −10.42 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | −20.73 | | High temperature 32°C | 1.12 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | −15.11 | 3.37 | 0.00 | 1.69 | | Precipitation on the previous day | 4.95 | 0.00 | 0.00 | 0.00 | 29.72 | 0.00 | 20.04 | −146.04 | 69.33 | 21.31 | | The highest temperature | 4.53 | −23.11 | −12.70 | −33.67 | 0.00 | −7.79 | 0.00 | 0.00 | 5.01 | −0.35 | | The lowest temperature | −1.34 | 12.92 | −11.66 | 56.00 | 0.00 | −8.71 | 0.00 | 0.00 | −0.27 | 6.69 | | R2 | 0.777 | 0.979 | 0.770 | 1 | 0.471 | 0.763 | 0.298 | 0.334 | 0.718 | 0.717 |
|
|
