Table 4 APS network modularity measures
Algorithm | Ground | Label | Edge | Louvain | Leading | Infomap | Greedy optimization |
|---|---|---|---|---|---|---|---|
truth | propagation | betweenness | modularity | eigenvector | of modularity | ||
Repetition | 1 | 156 | 1 | 6 | 1 | 50 | 5 |
Modularity | 0.53 | 0.66 | 0.80 | 0.81 | 0.35 | 0.13 | 0.70 |
Variance | 0 | 8.10−6 | 0 | 0 | 0 | 2.10−8 | 0 |
Nr. of communities | 10 | 16806 | - | 5085 | 4963 | 73625 | 6595 |
Variance | 0 | 7838 | - | 0 | 0 | 3000 | 0 |