Improving the Accuracy for Analyzing Heart Diseases Prediction Based on the Ensemble Method

Table 6

Result of applying the bagging technique to selected features by PCA.

Techniques	Accuracy (%)	Recall (%)	Precision (%)	F-measure (%)	AUC (%)
KNN	97.9	99	97	98	97.9
SVM	85	88.7	83.5	85.9	92
DT	98.6	99	97.8	98.5	99.6
RF	96.2	96.7	96	96.4	99.5
NB	83.7	88.2	82	84.8	92.3