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subrogation
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Tractable - AI for auto and property insurance claims
computer-vision deep-learning insurance artificial-intelligence fleet-management underwriting claims salvage insurtech damage-assessment vehicle-inspection fnol subrogation property-insurance auto-insurance
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Updated
May 25, 2026
Auto insurance subrogation classification with 14-model comparison + 7-ensemble bake-off. Stratified 5-fold CV F1 = 0.60 (Tree Super Stack). 18k claims, leakage-disciplined cross-validation, SMOTE + precision-recall threshold tuning. 6th of 44 teams in Travelers academic competition.
python machine-learning insurance xgboost classification lightgbm ensemble-learning stacking smote imbalanced-learning catboost imbalanced-classification subrogation
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Updated
May 24, 2026 - Python
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