From: NodeSim: node similarity based network embedding for diverse link prediction
Methods/Datasets | German-Boys | Disney | Books | Enron Anomaly | Hep-ph Anomaly | Astro-ph Anomaly | DBLP Anomaly |
---|---|---|---|---|---|---|---|
DeepWalk | 0.740 | 0.843 | 0.927 | 0.999 | 0.935 | 0.831 | 0.668 |
Node2Vec | 0.644 | 0.831 | 0.927 | 0.999 | 0.932 | 0.846 | 0.681 |
NECS | 0.863 | 0.898 | 0.909 | 0.907 | 0.637 | * | * |
NodeSim | 0.603 | 0.855 | 0.941 | 0.998 | 0.939 | 0.876 | 0.801 |