EPJ Data Science

Table 5 ROC-AUC 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	0.741	0.799	0.941	0.884	0.906	0.789	0.647
Node2Vec	0.635	0.793	0.941	0.884	0.905	0.800	0.658
NECS	0.864	0.768	0.796	0.877	0.800	*	*
NodeSim	0.606	0.865	0.944	0.960	0.932	0.835	0.774

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