Research Article
An Extreme Learning Machine-Based Community Detection Algorithm in Complex Networks
Table 2
Maximum
values and corresponding NMI of different algorithms.
| Dataset | Index | GN | NF | -means | ELM-CD |
| Karate | Modularity | 0.4013 | 0.3807 | 0.3715 | 0.4198 | NMI | 0.7072 | 0.6925 | 0.1.0 | 0.6873 |
| Dolphins | Modularity | 0.5196 | 0.4955 | 0.4216 | 0.4617 | NMI | 0.5016 | 0.5727 | 0.4964 | 0.6548 |
| Polbooks | Modularity | 0.5120 | 0.5020 | 0.4509 | 0.5221 | NMI | 0.4018 | 0.4396 | 0.5525 | 0.5538 |
| Football | Modularity | 0.5950 | 0.5682 | 0.5779 | 0.5797 | NMI | 0.4237 | 0.4436 | 0.8490 | 0.8207 |
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