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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