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Table 4 Average ranks over all the networks in their corresponding overlapping categories and evaluation scores

From: Active semi-supervised overlapping community finding with pairwise constraints

Evaluation metrics % Overlapping nodes ACSLPA%1 ACSLPA%0.5 PCSLPA%5 PCSLPA%1 OSLOM MOSES COPRA BIGCLAM SLPA
NMI 10% 1.25 2.25 3.12 5.28 4.09 8.19 8.00 7.81 5.00
  50% 1.34 3.56 3.28 6.47 4.45 6.44 8.78 5.30 5.38
FS 10% 2.12 3.06 2.31 4.53 6.22 7.50 8.97 6.34 3.94
  50% 1.56 3.06 3.59 4.47 7.19 6.91 9.00 4.34 4.88
  1. Lower ranks are better, Best ranks shown in boldface