1. Detection of heart disease using different machine learning techniques

Authors : Jhumpa Mistri, Pranati Rakshit

Pages : 22-27

DOI : http://dx.doi.org/10.21172/1.131.05

Keywords : Heart disease, Naive Bayes, Logistic Regression, Decision Stump

Abstract :

Heart disease is the world’s leading cause of death. Heart diseases have come out as the number one cause of death in both urban and rural areas. The early invention and timely treatment of heart disease can play a vital role. So, we need to discover an effective analysis tool which can easily & accurately detect the presence of heart disease. There are many risk factors for heart disease. In this paper we have used only 14 important attributes of heart disease. Here we use three classifier such as Naive Bayes, Logistic Regression, Decision Stump. Using different classifier we will determine whether there is any heart disease or not.

Citing this Journal Article :

Jhumpa Mistri, Pranati Rakshit, "Detection of heart disease using different machine learning techniques", Volume 13 Issue 1 - March 2019, 22-27

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