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

Table 2

Maximum values and corresponding NMI of different algorithms.

Dataset	Index	GN	NF	-means	ELM-CD
Karate	Modularity	0.4013	0.3807	0.3715	0.4198
	NMI	0.7072	0.6925	0.1.0	0.6873
Dolphins	Modularity	0.5196	0.4955	0.4216	0.4617
	NMI	0.5016	0.5727	0.4964	0.6548
Polbooks	Modularity	0.5120	0.5020	0.4509	0.5221
	NMI	0.4018	0.4396	0.5525	0.5538
Football	Modularity	0.5950	0.5682	0.5779	0.5797
	NMI	0.4237	0.4436	0.8490	0.8207