Evolutionary Spiking Neural Networks for Solving Supervised Classification Problems

Table 7

Two-way ANOVA F, pairwise t-test, and Tukey HSD test with Bonferroni correction for squared error configurations.

ANOVA	Df	Sum Sq	Mean Sq	F value	Pr(>F)
Configuration	2	0.7109	0.35547	73.217	<2.2e-16
Dataset	11	25.3929	2.30845	475.4710	<2.2e-16
Residuals	1174	5.6999	0.00486
t-Tests	α1		β1
β1	0.5936		—
γ1	1.9e-6		0.0006
Tukey HSD		diff	lwr	upr	p adj
β1 vs. γ1		0.014	0.0032	0.0544	0.00
α1 vs. β1		0.014	0.0030	0.026	0.0078
α1 vs. γ1		0.057	0.0460	0.0693	0.00