Disease Prediction with Machine Learning Algorithm

Abstract

The new Medical Health care & Management System with web application is designed to resolve the issues related to the management of health check up, appointments, reports. In order to manage the Health Check up a web application is designed. Disease prediction model is also used which predicts Heart Diseases for the patients. In order to predict disease three different classifiers are used which predicts heart disease. Among the three modules the SVM & Random forest has higher accuracy compared to the KNN classifier. The three classifiers have got different accuracy, SVM & Random forest have got same accuracy 85.24% & K-Nearest Neighbour have got 67.21% accuracy.