Table 1 Comparison of the degree distribution NRMSE between the original Zachary’s Karate Network, and the Karate network recovered using the PGM models or the GRANDPA model with community augmentation over the nbins parameter
PGM | PGM with degree augmentation | GRANDPA with degree and community | |
|---|---|---|---|
\(n_b=3\) | 0.187 | 0.041 | 0.042 |
\(n_b=5\) | 0.187 | 0.048 | 0.024 |
\(n_b=7\) | 0.187 | 0.028 | 0.024 |
\(n_b=10\) | 0.187 | 0.048 | 0.000 |
\(n_b=15\) | 0.187 | 0.031 | 0.000 |