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Table 1 AUROC of standalone and integrative methods

From: Integrative approach for inference of gene regulatory networks using lasso-based random featuring and application to psychiatric disorders

Method

10-gene

50-gene

100-gene

GENIE3

0.9175

0.8427

0.8631

TIGRESS

0.7044 ± 0.0056

0.8179 ± 0.0025

0.7690 ± 0.0023

TIGRESS-TF

0.8154 ± 0.0037

0.9006 ± 0.0010

0.8777 ± 0.0009

MI

0.9312

0.8329

0.8586

LARF

0.9250 ± 0.0154

0.8489 ± 0.0038

0.8610 ± 0.0039

IMLARF

0.9425 ± 0.0047

0.8487 ± 0.0032

0.8701 ± 0.0012

ZDR ∗

0.8975

0.9223

0.8876

ZS ∗

0.9725

0.9204

0.8870

ZS ∗+MI

0.9775

0.8931

0.8925

ISLARF ∗

0.9892 ± 0.0021

0.9301 ± 0.0049

0.9065 ± 0.0029