XGBoost ML model — podium finish probabilities for the 2025 season.
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This predictor uses a XGBoost model trained on historical F1 data from 2019 onwards. It takes into account various features such as driver performance, team performance, grid position, and qualifying results to estimate the probabilities of each driver finishing on the podium.