Table 8 Comparison of the network community detection algorithms on the APS network
Metric/Alg. | LP | LM | GOM | IM | LE |
|---|---|---|---|---|---|
Normalized mutual information | 6.5 | -2.5 | 0.5 | -1.8 | 49.5 |
Split join distance | 20.8 | 15.6 | 8.4 | 12.6 | 19.8 |
Rand index | -1.1 | -0.8 | 3.2 | -1.1 | 21.1 |
Metric/Alg. | LP | LM | GOM | IM | LE |
|---|---|---|---|---|---|
Normalized mutual information | 6.5 | -2.5 | 0.5 | -1.8 | 49.5 |
Split join distance | 20.8 | 15.6 | 8.4 | 12.6 | 19.8 |
Rand index | -1.1 | -0.8 | 3.2 | -1.1 | 21.1 |