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

Table 9

Top 3 Embedded approaches performance for gene microarray dataset.

S.no	Embedded	Accuracy (%)	Sensitivity (%)	Specificity	F-measure (%)
7	Singular value decomposition	64.89	98.02	63.33%	80.67
8	Random forest	88.82	83.14	85.75%%	84.44
9	Probably approximately correct	64.91	18.56	56.59%	37.57