Optimal Diabetes Predictive Analysis using Different Machine Learning Models

Abstract

Disease prediction is one of the applications where a machine learning model provides excellent results. Diabetes disease has become one of the most common diseases which have more ill consequences. If the disease is predicted at the first stage, then it becomes quite easy to control it. Otherwise, it may lead to problems like cardiovascular disease, Eye damage, Kidney damage, etc. Using machine learning model diabetes can be predicted beforehand and also it let us know the feature that affects diabetes. This paper identifies the model that is efficient to do this application. Advantage of this application is accuracy is higher than the pre-existing