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

Table 9

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

Techniques	Accuracy (%)	Recall (%)	Precision (%)	F-measure (%)	AUC (%)
KNN (K = 1)	98.1	98.5	98	98.2	98.5
SVM	85	94.9	79.9	86.7	89.2
DT	98.1	98.5	98	98.2	98.1
RF	98.2	98.5	98	98.2	98.2
NB	86.7	90	85	87.6	93