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

Table 3

Comparison of classification accuracies obtained from different SI techniques.

Dataset name	SI techniques
	PSO	CS	SFL	SFLLF
CNS	100^∼#	87.5^∼#	93.75^∼#	100^∼#
DLBCL Harvard	100^∼#	100^∼	96^∼#	100^∼#
DLBCL Outcome	95.45^#	77.27^+∼#	81.81^+∼#	95.45^#
Lung Cancer Michigan	100^+∼#	100^∼#	100^+#	100^+∼#
Ovarian Cancer	100^∼#	100^#	100^#	100^∼#
Prostate Outcome	100^#	85.71^+∼	85.71^∼#	100^#
AML-ALL	100^∼#	100^#	100^#	100^∼#
Colon Tumor	95^∼	95^∼	95^∼	100^∼
Lung Harvard2	100^∼#	100^∼#	100^∼#	100^∼#
Prostate	97.56^#	92.68^#	92.68^#	97.56^#

⁺𝑇-statistics.
∼SNR.
^#𝐹-test.