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

Table 8

Top 3 Wrapper approaches performance for gene microarray dataset.

S.no	Wrapper	Accuracy (%)	Sensitivity (%)	Specificity (%)	F-measure (%)
4	Sequential forward selection	87.3	72.04	72.06	72.05
5	Genetic algorithm	86.4	70.8	71.6	70.57
6	Decision tree	64.02	93.33	85.48	89.04