An Explainable Metaheuristic Optimized Feature Engineering Framework for Enhanced Heart Disease Prediction

The study contributes a clinically informed feature engineering strategy, a hybrid MI–mRMR–PCA feature optimization approach, GA-based model tuning, and comprehensive model evaluation with SHAP-based explainability.