Syed Taha

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Winning Solution for the Enhanced Safe Driver Prediction Challenge

1st place solution using a stacking ensemble of XGBoost, LightGBM, and CatBoost with targeted preprocessing and meta-learning to predict insurance claims. Achieved 0.64671 Private AUROC.

Syed Taha November 3, 2025 Machine Learning 2 mins
XGBoostLightGBMCatBoostEnsemble LearningStackingInsuranceClassificationFeature Engineering
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