ModularBoost: an efficient network inference algorithm based on module decomposition

BMC Bioinformatics

Table 7 Comparison of AUROC, AUPR indexes in DREAM5 networks

Methods	DREAM5 S. aureus		DREAM5 E. coli		DREAM5 Yeast
Methods	AUROC	AUPR	AUROC	AUPR	AUROC	AUPR
Ridge	0.667	0.004	0.610	0.067	0.529	0.019
Linear regression	0.657	0.004	0.606	0.056	0.530	0.019
TIGRESS	0.627	0.021	0.595	0.069	0.517	0.020
GRNBoost2	0.644	0.007	0.642	0.101	0.531	0.020
ModularBoost	0.671	0.010	0.624	0.069	0.532	0.021

ISSN: 1471-2105