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

Table 8

Classification performance of applying boosting technique to selected features by PCA.

Techniques	Accuracy (%)	Recall (%)	Precision (%)	F-measure (%)	AUC (%)
KNN	97.8	99	97	97.9	97.9
SVM	83	91.9	78.9	84.8	89.3
DT	98	98.8	97.6	98.1	98
RF	98.3	98.7	98	98.4	99.8
NB	83.2	87	81.9	84.3	92.6