Research Article
Developing Roadway Safety Models for Winter Weather Conditions Using a Feature Selection Algorithm
Table 4
Boruta ranking of AVl variables.
| ID | Variable |
| 1 | AvlRecords | 2 | Solid_PLM_Minute | 3 | Solid.Distance | 4 | DistMiles | 5 | Solid_PLM_ | 6 | Solid | 7 | TotalDistSolid | 8 | SolidDistance.Distance | 9 | Dis_PLM_Minute | 10 | Solid_PLM_MinuteBefore | 11 | Laps | 12 | AfterRecords | 13 | Dis_PLM_ | 14 | LaneLaps | 15 | BeforeRecords | 16 | RecordsBefore | 17 | PreLiquid_PLM_MinuteBefore | 18 | Liquid_PLM_Minute | 19 | Dis_PLM_MinuteBefore | 20 | PreLiquid_PLM_ | 21 | Liquid_PLM_ | 22 | DistMilesBefore | 23 | LiquidDistance.Distance | 24 | TotalDistLiquid | 25 | Solid.DistanceBefore | 26 | Liquid | 27 | Shadow Max | 28 | PreLiquid.Distance | 29 | TotalDistPrewet | 30 | Solid_PLM_Before | 31 | SolidBefore | 32 | Liquid.Distance | 33 | TotalDistSolidBefore | 34 | TotalDistPrewetBefore | 35 | SolidDistance.DistanceBefore | 36 | Dis_PLM_Before | 37 | TotalDistSolidBefore | 38 | PreLiquid | 39 | LiquidBefore | 40 | Liquid_PLM_MinuteBefore | 41 | Liquid.DistanceBefore | 42 | PreLiquid.DistanceBefore | 43 | Liquid.DistanceBefore | 44 | Shadow Mean | 45 | LiquidDistance.DistanceBefore | 46 | Shadow Min |
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