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Table 11 Average NMI scores of AC-SLPA achieved using different cleaning processes on large 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 0.566 0.530 0.567 0.529 0.768 0.328 0.763 0.552 0.469 0.408
AE 0.474 0.426 0.464 0.435 0.618 0.281 0.6 0.453 0.39 0.357
AE_SVM_IF 0.544 0.503 0.539 0.508 0.757 0.290 0.726 0.559 0.44 0.369
SVM_IF 0.559 0.527 0.543 0.543 0.785 0.301 0.748 0.572 0.464 0.388
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