Models / gradient-boosted-ensemble

Overcut Threat

P(staying out longer beats the car ahead's stop), when in range.

gradient-boosted-ensembleanalytics.strategy

How it works

The staying-out side of the strategy coin: co-trained on the same strategic feature set as the undercut model, scoring whether track position is better defended by extending the stint.

Inputs

  • gap dynamics
  • tyre state differential
  • circuit pit loss

Output

drivers[].threat.overcutViability flag and calibrated pSuccess. First-class slot, absent until the rebuilt predictor is serving.
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