Anomaly Detection in Heart Disease Using a Density-Based Unsupervised Approach

Table 2

Values related to evaluation criteria.

Criterion	-measure	Precision	Recall	True negative rate	Accuracy
Proposed method	97.25	99.99	94.65	93.57	95.14
KNN	89.95	91.33	88.68	92.75	90.92
SVM	79.99	81.32	78.82	94.63	82.04
NN	81.93	84.4	79.64	87.6	84.12
DT	84.47	86.94	82.16	89.5	86.28
NB	78.35	78.67	78.43	81.91	80.29