General Community Detection in Attributed Networks with Consistent-Module Constrained Nonnegative Matrix Factorization

Figure 3

Results of GCDNMF with and without initialization on Citeseer and Texas datasets. The blue, red, and green lines represent the ACC, NMI, and PWF, respectively, where the solid line is the result with our introduced initialization, and the dashed line is the result with random initialization.

(a) Citeseer

(b) Texas