Modifying the false discovery rate procedure based on the information theory under arbitrary correlation structure and its performance in high-dimensional genomic data

Table 3 The entropy, and the Area Under the ROC Curve (AUC) of fitted EBLR models on the screened genes by BF, BH, PY, M1, M2, and M3 procedures of colorectal cancer study

\(\alpha\)	Indices	Without Adjustment	BF	BH	BY	Modified Procedures
\(\alpha\)	Indices	Without Adjustment	BF	BH	BY	M1	M2	M3
5 × 10^–12	K	108	12	24	12	14	14	17
	Entropy	0.439	25.256	16.981	25.256	20.988	20.988	20.203
	AUC	1.000	0.968	0.986	0.968	0.976	0.976	0.979
5 × 10^–10	K	252	37	94	59	61	71	81
	Entropy	0.094	8.097	0.823	1.716	1.193	1.407	1.120
	AUC	1.000	0.996	1.000	1.000	1.000	1.000	1.000

ISSN: 1471-2105