DOIONLINE

DOIONLINE NO - IJAECS-IRAJ-DOIONLINE-16375

Publish In
International Journal of Advances in Electronics and Computer Science-IJAECS
Journal Home
Volume Issue
Issue
Volume-6,Issue-10  ( Oct, 2019 )
Paper Title
Application of Different Classifiers on Heart Disease Detection Dataset
Author Name
Rajarshi Syam, Ramakalavathi Marapareddy
Affilition
School of Computing Sciences and Computer Engineering, The University of Southern Mississippi Hattiesburg, MS 39406, USA
Pages
40-42
Abstract
The given problem is prediction of heart disease, to classify users from dataset of UCI data repository into 5 classes. Goal of the experiment is to classify users into classes which is non-zero (1, 2, 3 or 4) for severity of presence and zero for absence of heart disease and to measure the correctness of our classifier. Keywords - PCA Dimensionality Reduction, Linear SVM, RBF SVM, Stratified K-Means Algorithm
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