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3.3 SMOTE techniques performance To address the class imbalance in the dataset, the diagnostic performance of five ML models (LR, DT, RF, GBoost, and KNN) was assessed using different SMOTE techniques, including Borderline-SMOTE, SMOTE-ENN, and adaptive synthetic sampling (ADASYN)

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