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Train XGBoost Credit Underwriting Model
Linked challenge: Credit Oman Automated Trade Credit Risk Assessment Engine
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Write a Python script using `xgboost` and `shap`. Train a `XGBClassifier` model on buyer financial features, output predicting probability of default, and dynamic credit limit assignment logic.