Ilesanmi Anthony Opeyemi

A Comparative Evaluation of Three-Class Diabetes Classification Using Machine Learning Algorithms

Random Forest provided the best overall performance for three-class diabetes classification in this analytical sample, however, modest agreement, low prediabetes sensitivity, potential label leakage from fasting glucose, and the absence of external validation indicate that further evaluation is required before clinical application.