Predict whether a driver will file an insurance claim next year.
TabularImbalancedtemel (DecisionTreeClassifier)
Model Result
Winner model
temel (DecisionTreeClassifier)
5-fold CV normalized_gini
0.1563
Feature Importance
Relative importance from the trained model (top features).
Key Insight
A hard, highly imbalanced target — scored with normalized Gini. Careful handling of the rare positive class matters far more than raw model complexity here.