Table 4 The comparison of parametric experimental cluster results
From: A new deep sparse autoencoder for community detection in complex networks
Repeat times | Fsame | NMI | Q | |
|---|---|---|---|---|
Strike (front) | 100 | 0.71 | 0.14 | – 0.01 |
Strike (after) | 100 | 0.96 | 0.92 | 0.51 |
Football (front) | 100 | 0.67 | 0.15 | 0.66 |
Football (after) | 100 | 0.94 | 0.92 | 0.55 |
LiveJournal (front) | 5 | 0.61 | 0.01 | 0.00 |
LiveJournal (after) | 5 | 0.88 | 0.82 | 0.79 |
com-orkut (front) | 5 | 0.25 | 0.10 | 0.17 |
com-orkut (after) | 5 | 0.94 | 0.92 | 0.85 |