Research Article
Local Community Detection in Complex Networks Based on Maximum Cliques Extension
Table 3
Results on real networks.
| Networks | Index | Clauset | LWP | LS | LMD | LCD-MC |
| Karate | Precision | 0.905 | 0.601 | 0.852 | 0.924 | 0.908 | Recall | 0.585 | 0.278 | 0.375 | 0.599 | 0.658 | FM | 0.675 | 0.329 | 0.435 | 0.694 | 0.744 | NMI | 0.31 | 0.125 | 0.157 | 0.343 | 0.397 |
| Football | Precision | 0.665 | 0.588 | 0.59 | 0.723 | 0.9 | Recall | 0.743 | 0.543 | 0.554 | 0.848 | 0.895 | FM | 0.691 | 0.475 | 0.483 | 0.77 | 0.896 | NMI | 0.594 | 0.301 | 0.308 | 0.665 | 0.841 |
| Polbooks | Precision | 0.772 | 0.824 | 0.797 | 0.768 | 0.787 | Recall | 0.477 | 0.203 | 0.221 | 0.784 | 0.691 | FM | 0.52 | 0.24 | 0.259 | 0.756 | 0.696 | NMI | 0.312 | 0.138 | 0.14 | 0.459 | 0.429 |
| Adjnoun | Precision | 0.541 | 0.409 | 0.278 | 0.478 | 0.524 | Recall | 0.24 | 0.15 | 0.187 | 0.615 | 0.669 | FM | 0.224 | 0.128 | 0.155 | 0.431 | 0.48 | NMI | 0.01 | 0.047 | 0.044 | 0.005 | 0.003 |
| Polblogs | Precision | 0.87 | 0.694 | 0.616 | 0.913 | 0.917 | Recall | 0.045 | 0.205 | 0.207 | 0.681 | 0.722 | FM | 0.062 | 0.211 | 0.212 | 0.744 | 0.788 | NMI | 0.058 | 0.075 | 0.073 | 0.431 | 0.454 |
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