Models / gradient-boosted-ensemble
Pit Stop Count
P(one / two / three+ stops) for the whole race, per driver.
gradient-boosted-ensembleanalytics.strategy
How it works
Race-level strategy shape from pre-race features — circuit degradation profile, pit-lane loss, grid slot, race distance, starting compound, and the rain signal. Features are race-static apart from weather, so the distribution mostly moves with conditions.
Inputs
- circuit deg profile
- pit-lane delta
- grid position
- race distance
- rain probability
- starting compound