Research Article

An Extreme Learning Machine-Based Community Detection Algorithm in Complex Networks

Table 4

Average NMI and values of the three fastest algorithms.

DatasetIndexNF-meansELM-CD

KarateModularity0.38070.10710.2374
NMI0.69250.39600.4340

DolphinsModularity0.49410.28180.2788
NMI0.59430.33360.5728

PolbooksModularity0.50190.33600.4861
NMI0.52820.37390.5461

FootballModularity0.56800.51260.5086
NMI0.74240.83960.8262