From: Hierarchical community detection via rank-2 symmetric nonnegative matrix factorization
Algorithm | Number of clusters | F1 | Precision | Recall | Reverse precision | Reverse recall |
---|---|---|---|---|---|---|
h2-n-a | 1069 | 0.7883 | 0.9747 | 0.8179 | 0.9057 | 0.7593 |
h2-n-x | 1038 | 0.7717 | 0.9787 | 0.8109 | 0.9070 | 0.7311 |
h2-ng-a | 1209 | 0.7422 | 0.9657 | 0.7247 | 0.8748 | 0.7622 |
h2-ng-x | 1185 | 0.7268 | 0.9655 | 0.7152 | 0.8743 | 0.7372 |
h2-ngd-a | 1181 | 0.7813 | 0.9698 | 0.7741 | 0.8867 | 0.7922 |
h2-ngd-x | 1168 | 0.7725 | 0.9702 | 0.7681 | 0.8869 | 0.7792 |
SCD | 3841 | 0.6202 | 0.9998 | 0.3166 | 0.8186 | 0.9948 |
BigClam | 1447 | 0.8389 | 0.9718 | 0.7824 | 0.9574 | 0.8744 |
Graclus | 991 | 0.8555 | 0.9356 | 0.9471 | 0.9892 | 0.7525 |
NISE | 2612 | 0.6673 | 0.6666 | 0.9733 | 0.9807 | 0.5390 |