Publish In |
International Journal of Advances in Electronics and Computer Science-IJAECS |
Journal Home Volume Issue |
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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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