From: A new deep sparse autoencoder for community detection in complex networks
Algorithm | LPA | DSACD | |
---|---|---|---|
Strike | Fsame | 0.96 | 0.96 |
 | NMI | 0.87 | 0.93 |
 | Q | 0.55 | 0.52 |
Football | Fsame | 0.26 | 0.94 |
 | NMI | 0.87 | 0.93 |
 | Q | 0.75 | 0.56 |
LiveJournal | Fsame | 0.49 | 0.85 |
 | NMI | 0.76 | 0.85 |
 | Q | 0.79 | 0.80 |
com-orkut | Fsame | 0.57 | 0.94 |
 | NMI | 0.61 | 0.92 |
 | Q | 0.74 | 0.85 |