Evaluating LLM-Generated Rules for Heart Disease Prediction
Traditional machine learning models consistently outperform LLM-generated rule-based systems in predictive performance, and the LLM-generated rules provide interpretable IF-THEN diagnostic logic that enhances explainability and transparency in clinical decision-making.