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

Table 4

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

S.no	Wrapper	Accuracy (%)	Sensitivity (%)	Specificity (%)	F-measure (%)
4	Sequential forward selection	88.5	73.05	72.06	72.55
5	Genetic algorithm	86.5	73.8	71.6	72.7
6	Decision tree	64.02	96.36	85.48	90.92