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overfitting-analysis

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otuemre / FraudDetectAI

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FraudDetectAI is an advanced credit card fraud detection system built with XGBoost and Hybrid SMOTE Sampling (Oversampling + Undersampling). This project tackles highly imbalanced datasets, ensuring strong fraud detection accuracy while minimizing overfitting risks.

data-science credit-card-fraud cybersecurity feature-engineering hyperparameter-tuning imbalanced-data smote fraud-detection classification-models optuna xgboost-classifier financial-security shap-explainability overfitting-analysis
  • Updated Mar 5, 2025
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