TABLE 13.

Performance analysis on Leukemia dataset.

Category	Literature	Performance Analysis	Type pf Metric Used	Selected No. of Genes
Supervised Feature Selection	Gangeh et al., 2017	98.61%	Accuracy	1000
	Wang A. et al., 2017	95.5%	Accuracy	4
	Alshamlan et al., 2015	100%	LOOCV	200
	Liao et al., 2014	97.79%	Accuracy	-
	Shukla et al., 2018	94.34%	Accuracy	13
	Ghosh et al., 2019a	100%	Accuracy	12
	Seijo-Pardo et al., 2016	14.71	Error Rate	5
	Xu et al., 2014	99%	10-Fold CV	15
	Boucheham et al., 2015	100%	Accuracy	25
		94.1%	Accuracy	15
	Ghosh et al., 2019b	96.1%	5-Fold CV	5
Unsupervised Gene Selection	Tabakhi et al., 2015	23.07	Error Rate	20
	Manbari et al., 2019	94.8%	FMeasure	40
	Jain et al., 2018	97.2%	Accuracy	3
Semi-Supervised Gene Selection	Elghazel and Aussem, 2015	95%	Accuracy	150
	Chakraborty and Maulik, 2014	98%	Accuracy	20