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our-world-in-data

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Machine learning project analyzing credit default risk using Logistic Regression and Random Forest on Kaggle's UCI Credit Card dataset. Includes EDA, feature engineering, SMOTE balancing, model evaluation (ROC-AUC, confusion matrix), and client risk prediction.

  • Updated Dec 22, 2025
  • Jupyter Notebook

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