Models / gradient-boosted-ensemble
Safety Car Probability
P(SC or VSC deployment next lap), session-level.
gradient-boosted-ensembleanalytics.strategy
How it works
A gradient-boosted classifier scores incident risk from track state, lap, field spread, and recent incidents, with a self-exciting component layered on to capture the clustering that tends to follow an incident. A 3-class variant separates full safety car from VSC.
Inputs
- recent incidents
- lap fraction
- field spread
- track status
- rain signal