Multiple Linear Regression for Reconstruction of Gene Regulatory Networks in Solving Cascade Error Problems

Table 6

AUROC of selected methods on the M3D datasets of E. coli.

Methods	References	M3D	Experimental data
ANOVA	[10]	0.798	One whole network of E. coli
Genie3	[56]	0.673
Pearson	[57]	0.646
MRNet	[58]	0.645
CLR	[59]	0.642
ARACNe	[60]	0.635
MLR	This article	0.558	Predetermined subnetworks that consist of expression data with added cascade motifs

Note: the results marked in are reported by [10].