A Novel Feature Selection Method for Classification of Medical Data Using Filters, Wrappers, and Embedded Approaches

Table 5

Top 3 feature selection methods (embedded) based on high performance.

S.no	Embedded	Accuracy (%)	Sensitivity (%)	Specificity	F-measure (%)
7	Singular value decomposition	64.37	100	64.36%	82.18
8	Random forest	89.44	84.24	86.95%%	85.95
9	Probably approximately correct	65.65	19.96	57.69%	38.82