Table 9 The Wilcoxon signed-rank test findings of the proposed approach, (GGO + MLP), with various configurations of other optimization algorithms with the MLP model for lung cancer classification.

	GGO + MLP	SC + MLP	GWO + MLP	PSO + MLP	WOA + MLP	FOA + MLP	MVO + MLP
Theoretical median	0	0	0	0	0	0	0
Actual median	0.9838	0.9662	0.9609	0.9511	0.9409	0.9373	0.928
Number of values	10	10	10	10	10	10	10
Wilcoxon Signed Rank Test
Sum of signed ranks (W)	55	55	55	55	55	55	55
Sum of positive ranks	55	55	55	55	55	55	55
Sum of negative ranks	0	0	0	0	0	0	0
P value (two tailed)	0.002	0.002	0.002	0.002	0.002	0.002	0.002
Exact or estimate?	Exact	Exact	Exact	Exact	Exact	Exact	Exact
P value summary	**	**	**	**	**	**	**
Significant (alpha = 0.05)?	Yes	Yes	Yes	Yes	Yes	Yes	Yes
How big is the discrepancy?
Discrepancy	0.9838	0.9662	0.9609	0.9511	0.9409	0.9373	0.928

Quick links

Search