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Table 5 NMI and F-Measure (FS) scores of benchmark algorithms on three real-world networks

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

 

NMI

FS

 

OSLOM

MOSES

COPRA

BIGCLAM

SLPA

OSLOM

MOSES

COPRA

BIGCLAM

SLPA

Amazon

0.9668

0.9084

0.96228

0.0227

0.9565

0.0029

0.1143

0.0210

0.3228

0.01553

YouTube

0.4490

0.4209

0.1907

0.3385

0.6257

0.1192

0.3556

0.0512

0.3614

0.1036

DBLP

0.8485

0.7707

0.9136

0.8729

0.8982

0.2534

0.2462

0.1203

0.1647

0.0496