Table 20 Average NMI scores of AC-SLPA using Hybrid cleaning methods compared to other baseline methods (SLPA, OSLOM, MOSES, COPRA) on three real-world networks. Average ranks across the networks are also reported
From: Overlapping community finding with noisy pairwise constraints
Network | AC-SLPA_Hybrid | SLPA | OSLOM | MOSES | COPRA |
|---|---|---|---|---|---|
Amazon | 0.956 | 0.957 | 0.967 | 0.908 | 0.962 |
YouTube | 0.818 | 0.627 | 0.449 | 0.421 | 0.191 |
DBLP | 0.921 | 0.897 | 0.849 | 0.771 | 0.914 |
Avg. Ranks | 2.0(1) | 2.7(2.5) | 2.7(2.5) | 4.7(5) | 3.0(4) |