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

Table 7

Classification performance of applying the bagging technique to selected features by LDA.

Techniques	Accuracy (%)	Recall (%)	Precision (%)	F-measure (%)	AUC (%)
KNN	98.1	98.5	98	98.2	98.6
SVM	87	93	84	88	93
DT	98.1	98.5	98	98	98.6
RF	93.8	94	94	94	98.4
NB	86.9	93	83.6	88	93.2