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 |