DIABETES PREDICTION USING MACHINE LEARNING ALGORITHMS

Abstract

Diabetes mellitus is a disease in which blood sugars level is abnormally high due to inability of the body to produce or respond normally to insulin. It is among the critical disease and lots of people are suffering from this disease. Due to age, lack of exercise, hereditary diabetes, bad diet, high blood pressure etc. can cause this disease. Healthcare Industries have large volume of databases so by Big Data Analytics we can extract meaningful insights such as hidden patterns, unknown correlations to discover knowledge from the data and predict the outcome accordingly. In this paper we have proposed a diabetes prediction model using Machine Learning algorithm for better classification prediction. We have tried different Machine Learning algorithms to find which gives the better accuracy of classification.