A Voting Ensemble Method for Diabetes Predict...

A Voting Ensemble Method for Diabetes Prediction

Author Name : Dolly Verma, Dr. Ashish Tamrakar

ABSTRACT Today, diabetes is a serious disease in the world. Diabetes is not only detrimental to the blood but also raises the risk of complications, such as heart disease, nerve damage, blindness, kidney damage, etc., which causes many deaths per year. Diabetes is a very common health problem that develops due to bad habits and poor lifestyles like a poor diet and lack of exercise. To predict diabetes, various machine learning methods are used, including k-nn, logistic regression, decision tree, support vector machine and different ensemble methods such as stacking.