Abstract: The aim is to develop an Enhanced Sensitivity BMI Calculator that uses machine learning, specifically XGBoost, for accurate BMI predictions and SHAP for model transparency. The system ...
Body Mass Index (BMI) has its place, yet understanding its accuracy requires cultural, biological, and medical context.