Multiview Community Discovery Algorithm via Nonnegative Factorization Matrix in Heterogeneous Networks

Table 3

NMI standard deviation of the 5 community detection methods on the real networks.

Algorithm	NMI (%)
	WebKB	Newsgroups	Cora	Last.fm
Kmeans	37.5 0.02	61.2 0.04	49.1 0.08	47.6 0.02
NMF	46.2 0.01	71.6 0.08	58.9 0.05	49.3 0.03
SS-NMF	49.1 0.05	78.2 0.01	62.4 0.07	52.1 0.04
PMM	48.8 0.03	75.4 0.05	61.2 0.03	54.9 0.06
Joint-NMF	55.7 0.03	80.1 0.08	65.3 0.06	57.2 0.09