A Unified Bayesian Model for Generalized Community Detection in Attribute Networks
Table 3
NMI (%) of different models on five networks with node attributes.
Datasets
Type
Cora
Citeseer
Terrorist
Biology
Syn-2000
GSC-link
16.33
4.696
1.67
26.43
95.86
Link
GSC-attr
28.86
24.31
30.03
4.28
90.26
Attr
LDA
14.61
9.13
31.95
5.42
89.60
Attr
PCL-DC
17.54
2.99
5.32
3.29
88.32
Link + attr
NMMA
41.57
39.95
25.59
6.86
94.28
Link + attr
SCI
19.26
4.87
8.73
N/A
81.57
Link + attr
NEMBP
44.08
24.27
9.37
N/A
78.68
Link + attr
GSC
45.96
25.13
30.45
29.45
99.64
Link + attr
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