A Community Detection Algorithm Based on Topology Potential and Spectral Clustering

Table 3

The community number, 𝑄 and NMI of four algorithms.

	Community number	𝑄	NMI
The real community	12	0.5540	1.0000
Our algorithm	11	0.5879	0.9292
Traditional spectral	11	0.5792	0.8879
Spectral based on modularity	10	0.5870	0.8800
CMITP	17	0.5538	—