Comparative Study on Heart Disease Prediction Using Feature Selection Techniques on Classification Algorithms

Figure 4

Classification accuracies of reduced feature subsets using filter-based methods with RF, SVM, DT, KNN, LR, and GNB (NOF: number of features, IFS: initial feature set, ANOVA: ANOVA method, CHI: Chi-square, MI: mutual information, RELIEF: Relief method).