TABLE 14.

Performance analysis of colon dataset.

Category	Literature	Performance Analysis	Type pf Metric Used	Selected No. of Genes
Supervised Feature Selection	Ca and Mc, 2015	11	Error Rate	200
	Shukla and Tripathi, 2019	99.1%	Accuracy	13
	Wang A. et al., 2017	82.9%	Accuracy	1000
	Mishra and Mishra, 2015	99.5%	Accuracy	25
	Zare et al., 2019	93%	Accuracy	15
	Alshamlan et al., 2015	96.7%	Accuracy	5
	Shukla et al., 2018	83.54%	Accuracy	5
	Ghosh et al., 2019a	100%	Accuracy	-
	Seijo-Pardo et al., 2016	20	Error Rate	15
	Ghosh et al., 2019b	100%	5-Fold CV	12
	Wang H. et al., 2017	98.25%	Accuracy	4
Unsupervised Gene Selection	Tabakhi et al., 2015	23.63	Error Rate	20
	Manbari et al., 2019	95%	Accuracy	40
Semi-Supervised Gene Selection	Jiang et al., 2019	87%	Accuracy	120