huglittlecat88/heart-disease-prediction

Heart Disease Prediction using SVM, KNN and MLP and comparison of results

The project predicts coronary heart disease by using 3 ML models - Support Vector Machine, K-Nearest Neighbour and a Multi Layer Perceptron, finally compares the result of the three models.

Prerequisites

Anaconda ( Python -3.6 ), Keras

Data Set : South Africa Heart Disease

Open ML : https://www.openml.org/d/1498

Visualisation