Chaitra Nayak Janasale

Enhanced diabetes prediction using SMOTE-Tomek and F1-optimized machine learning models

This study presents a systematic and effective strategy for the early prediction of diabetes, utilizing a hybrid machine learning framework designed to address prevalent issues found in conventional diagnostic systems. A significant challenge in medical datasets, particularly in the context of diabetes, is the issue of...