Heart Disease Prediction—An Online Consultation Software

The heart disease prediction application is an end-user support and online consultation software. Here, we propose a web application that allows users to get instant guidance on their heart disease through an intelligent online system. The system comprises of two modules such as user module and admin module. The admin can manage the dataset as well as the necessary database in the admin module. The user needs to register and provide the data related to their heart condition as asked by the system, in order to check their heart, in the user module. The system potentially predicts the disease by using machine learning algorithms like K-nearest neighbour classifier, support vector machine, decision tree, random forest classifier, after having the required data visualization and data preprocessing.