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Table 10 Average NMI scores of AC-SLPA achieved using different cleaning processes on small synthetic networks with different network parameters

From: Overlapping community finding with noisy pairwise constraints

Cleaning process Network parameters
\(\mu\) Comm. Size \(O_n\) \(O_m\)
0.1 0.3 Small Large 10% 50% 2 4 6 8
Hybrid 0.565 0.483 0.538 0.51 0.810 0.239 0.710 0.538 0.448 0.401
AE 0.506 0.440 0.497 0.449 0.728 0.218 0.631 0.485 0.416 0.361
AE_SVM_IF 0.553 0.463 0.525 0.49 0.800 0.215 0.701 0.522 0.432 0.376
SVM_IF 0.547 0.458 0.522 0.483 0.797 0.208 0.701 0.517 0.424 0.369
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