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

Figure 2

Communities extracted from Zachary’s karate club network using ELM-CD. Different shapes indicate the inherent classification, while different colors show the detection results of ELM-CD. (a) Clustering result with the largest . (b) Given the scenario with the best NMI (=1).

(a)

(b)