U. Sani

INTERPRETABLE ENSEMBLE FRAMEWORK FOR PCOS RISK PREDICTION WITH SHAP AND LIME-BASED EXPLAINABILITY

Polycystic Ovary Syndrome (PCOS) affects an estimated one in ten women of reproductive age and presents with a heterogeneous range of metabolic, endocrine, and reproductive symptoms, complicating consistent clinical diagnosis. Methodology: Two related PCOS datasets (2,000 and 541 samples) were cleaned and combined for...