A group LASSO-based method for robustly inferring gene regulatory networks from multiple time-course datasets

BMC Systems Biology

Table 1 The areas under ROC (AUROC) and precision-recall (AUPR) of the Huber group LASSO and the group LASSO for the simulation datasets under different situations.

Situation	Method	AUROC	AUPR
15 observations 8 datasets	SE	0.9896	0.9852
	Huber	1.0000	1.0000
15 observations 4 datasets	SE	0.9219	0.9169
	Huber	0.9896	0.9736
8 observations 4 datasets	SE	0.6719	0.5749
	Huber	0.8385	0.8049

ISSN: 1752-0509