Research Article

A Unified Bayesian Model for Generalized Community Detection in Attribute Networks

Table 3

NMI (%) of different models on five networks with node attributes.

DatasetsType
CoraCiteseerTerroristBiologySyn-2000

GSC-link16.334.6961.6726.4395.86Link
GSC-attr28.8624.3130.034.2890.26Attr
LDA14.619.1331.955.4289.60Attr
PCL-DC17.542.995.323.2988.32Link + attr
NMMA41.5739.9525.596.8694.28Link + attr
SCI19.264.878.73N/A81.57Link + attr
NEMBP44.0824.279.37N/A78.68Link + attr
GSC45.9625.1330.4529.4599.64Link + attr