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Table 5 Accuracy Results with Feature Extractions for Different Classifiers for HD Dataset

From: Prediction of heart disease and classifiers’ sensitivity analysis

Features Selected Accuracy % Accuracy % Feature Selection Selected Features
K-NN (N = 1) 99.7073 100 1,5,8
JRip 97.2683 92.7805 1,3,5,8
J48 98.0488 97.6585 1,3,5,8
Decision Table 93.6585 93.8537 1,2,3,5,7,8,9,10,12,13