A Comparative Analysis of Swarm Intelligence Techniques for Feature Selection in Cancer Classification

Table 4

Comparison of classification accuracy with other methods for CNS.

Reference (year)	Methodology	Maximum classification accuracy in percentage
Alonso-González et al. (2012) [18]	Combination of attribute selection and classification algorithm	75.49
Liu et al. (2010) [9]	EGS (ensemble gene selection) method	98.33
This work	PSO	100
This work	Cuckoo search	87.5
This work	SFL	93.75
This work	SFLLF	100