Table 4 Average ranks over all the networks in their corresponding overlapping categories and evaluation scores
From: Active semi-supervised overlapping community finding with pairwise constraints
Evaluation metrics | % Overlapping nodes | ACSLPA%1 | ACSLPA%0.5 | PCSLPA%5 | PCSLPA%1 | OSLOM | MOSES | COPRA | BIGCLAM | SLPA |
|---|---|---|---|---|---|---|---|---|---|---|
NMI | 10% | 1.25 | 2.25 | 3.12 | 5.28 | 4.09 | 8.19 | 8.00 | 7.81 | 5.00 |
| Â | 50% | 1.34 | 3.56 | 3.28 | 6.47 | 4.45 | 6.44 | 8.78 | 5.30 | 5.38 |
FS | 10% | 2.12 | 3.06 | 2.31 | 4.53 | 6.22 | 7.50 | 8.97 | 6.34 | 3.94 |
| Â | 50% | 1.56 | 3.06 | 3.59 | 4.47 | 7.19 | 6.91 | 9.00 | 4.34 | 4.88 |