ModularBoost: an efficient network inference algorithm based on module decomposition

BMC Bioinformatics

Table 5 AUROC and AUPR for SCODE with classical GRN inference and ModularBoost

Methods	SCODE PrE		SCODE MEF		SCODE DE
Methods	AUROC	AUPR	AUROC	AUPR	AUROC	AUPR
Ridge	0.529	0.076	0.502	0.074	0.496	0.041
Linear regression	0.524	0.072	0.516	0.076	0.505	0.041
TIGRESS	0.501	0.062	0.487	0.066	0.502	0.042
GRNBoost2	0.466	0.058	0.474	0.067	0.503	0.046
ModularBoost	0.532	0.077	0.540	0.088	0.503	0.044

ISSN: 1471-2105