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Table 1 The AUC of six methods on four datasets

From: Comparative network stratification analysis for identifying functional interpretable network biomarkers

Methods

GSE38642

GSE18732

GSE27342

GSE35713

Mean ± SD

CNS

0.911

0.777

0.885

0.916

0.872 ± 0.06

GSVA

0.637

0.561

0.802

0.851

0.712 ± 0.13

Pathifier

0.9012

0.726

0.848

0.761

0.809 ± 0.08

stSVM

0.528

0.603

0.855

0.792

0.694 ± 0.15

frSVM

0.812

0.513

0.827

0.865

0.754 ± 0.16

AEP

0.711

0.708

0.852

0.621

0.723 ± 0.09