Research Article

An Improved Spectral Clustering Community Detection Algorithm Based on Probability Matrix

Figure 2

Performance in NMI of the six algorithms with different network sizes N. The network sizes are 324, 736, 1654, 3102, 6458, and 14987, respectively. In (a), the six algorithms are evaluated with μ = 0.3. Already in (b) μ is set to 0.35.
(a)
(b)