Link Prediction via Sparse Gaussian Graphical Model

Table 9

Comparison of 14 methods on 4 large datasets on AUC.

Method	Email	Protein	Grid	Astro-ph
SGGM	0.916	0.943	0.944	0.929
CN	0.817	0.566	0.570	0.864
Salton	0.812	0.566	0.569	0.863
Jaccard	0.475	0.479	0.487	0.479
Sørensen	0.547	0.493	0.529	0.584
HPI	0.809	0.566	0.569	0.863
HDI	0.813	0.566	0.569	0.863
LHN-I	0.805	0.565	0.570	0.864
AA	0.819	0.565	0.570	0.876
RA	0.818	0.566	0.568	0.838
PA	0.824	0.820	0.713	0.785