Table 12 Average ranks of NMI scores for AC-SLPA achieved using different cleaning methods on small and large synthetic networks
From: Overlapping community finding with noisy pairwise constraints
Network category | Hybrid | AE | AE_SVM_IF | SVM_IF |
|---|---|---|---|---|
Small networks | 1.6(1) | 3.2(4) | 2.6(2) | 2.7(3) |
Large networks | 1.6(1) | 3.8(4) | 2.7(3) | 2.0(2) |