Applied Network Science

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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