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Table 6 Micro-F1 for anomalous link detection

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