Jessie R. Paragas

Diabetes onset prediction using random forest: A machine learning approach with the Pima Indians diabetes dataset

Diabetes, a chronic metabolic disorder, has affected millions of people worldwide, thus it is important to develop accurate predictive models for early intervention and improved patient prognosis. This paper aims to introduce a predictive model for diabetes onset using the Pima Indians Diabetes Dataset and the random f...