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Table 19 Average NMI scores of AC-SLPA using different cleaning methods (Hybrid, AE, AE_SVM_IF, and SVM_IF), SLPA and AC-SLPA with noisy pairwise constraints on three real-world networks. Average ranks across the networks are also reported

From: Overlapping community finding with noisy pairwise constraints

Network SLPA AC-SLPA AC-SLPA_Hybrid AC-SLPA_AE AC-SLPA_AE_SVM_IF AC-SLPA_SVM_IF
Amazon 0.957 0.956 0.956 0.952 0.951 0.955
YouTube 0.627 0.778 0.818 0.778 0.751 0.751
DBLP 0.897 0.892 0.921 0.906 0.889 0.893
Avg. Ranks 3.3 3.7 1.3 3.0 5.3 4.3
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