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.
Feisal Alaswad, Batoul Aljaddouh, Maher Alrahhal et al.
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