DI2: prior-free and multi-item discretization of biological data and its applications

BMC Bioinformatics

Table 4 Best fitting distributions for each continuous variable, without and with Kolmogorov–Smirnov correction

Variables	Without opt.	\({\tilde{\chi }}^2\) statistic	p-value >0.05 (\({\tilde{\chi }}^2\))	D statistic	With opt.	\({\tilde{\chi }}^2\) statistic	p-value >0.05 (\({\tilde{\chi }}^2\))	D statistic
I0	alpha	8.8	False	0.12	alpha	8.8	False	0.11
PA500	exponnorm	2.98	True	0.07	exponnorm	2.98	True	0.07
HFS	foldcauchy	2.25	True	0.07	foldcauchy	1.57	True	0.07
DA	recipinvgauss	1.6	True	0.06	chi2	1.01	True	0.06
Area	frechet_r	0.5	True	0.07	frechet_r	0.25	True	0.05
A/DA	mielke	1.17	True	0.06	mielke	1.17	True	0.05
Max IP	johnsonsu	4.72	True	0.05	alpha	1.09	True	0.07
DR	johnsonsb	1.2	True	0.05	johnsonsb	1.2	True	0.05
P	genextreme	5.13	True	0.09	genextreme	5.13	True	0.09

ISSN: 1471-2105