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.
| | 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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