Table 8 Comparative analysis of the experimental performance on the best F-measure six gene datasets.

Data	Kfold	Proposed	GA	PSO	DE	TLBO	GSA	Data	Proposed	GA	PSO	DE	TLBO	GSA
Lung	2	98.52	94.25	93.48	96.02	91.26	90.32	SRBCT	99.65	95.63	92.66	94.78	91.33	96.38
	4	100	96.22	90.25	91.99	93.78	91.63		98.62	95.84	93.88	91.02	90.02	93.78
	6	97.66	89.32	93.78	90.48	93.65	89.3		100	97.25	96.71	93.65	93.78	96.78
	8	95.63	90.64	90.55	92.78	100	88.12		99.03	98.36	90.01	95.78	91.85	95.63
	10	90.88	91.36	91.65	91.66	88.25	88.88		97.52	92.65	93.66	96.55	93.88	97.12
MLL	2	88.25	87.36	79.36	84.32	76.95	77.41	CNS	88.25	84.63	86.36	77.52	76.35	81.35
	4	90.78	80.02	78.21	77.94	77.25	72.36		80.02	80.01	87.54	78.63	79.62	82.65
	6	89.34	83.55	77.65	71.65	78.38	78.62		88.14	81.36	86.55	78.95	77.85	80.05
	8	91.87	81.63	72.96	75.38	70.14	77.62		81.11	82.63	85.96	71.02	79.65	80
	10	92.45	80.32	79.03	75.33	74.63	71.02		82.94	86.55	83.78	70.09	80.54	79.99
Leukemia	2	80.26	77.61	82.12	80.32	80.32	71.6	Ovarian	84.65	80.03	79.54	79.63	80.24	88.95
	4	81.63	76.95	81.96	79.03	81.33	74.63		88.06	80.07	77.25	80.05	81.99	80.41
	6	82.78	74.02	88.45	82.33	78.14	75.95		87.09	81.65	79.6	78.14	82.47	78.58
	8	81.66	70.22	81.97	78.41	77.96	78.55		88.95	83.74	78.18	77.11	81.63	77.94
	10	78.22	74.3	79.99	79.86	73.85	73.45		87.65	83.74	77.98	79.65	85.27	72.85

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