Table 6 Comparison of clustering quality... | Emerald Publishing

Table 6

Comparison of clustering quality of six graph embedding methods in terms of macro- and micro-F₁ scores against three large graph data sets

		DeepWalk	node2vec	LINE	GraRep	GF	HOPE
YouTube	Macro-F1	0.206	0.221	0.170	N/A	N/A	N/A
	Micro-F1	0.293	0.301	0.266	N/A	N/A	N/A
Flickr	Macro-F1	0.212	0.203	0.162	N/A	N/A	N/A
	Micro-F1	0.313	0.311	0.289	N/A	N/A	N/A
BlogCatalog	Macro-F1	0.247	0.250	0.194	0.230	0.072	0.143
	Micro-F1	0.393	0.400	0.356	0.393	0.236	0.308

		DeepWalk	node2vec	LINE	GraRep	GF	HOPE
YouTube	Macro-F1	0.206	0.221	0.170	N/A	N/A	N/A
	Micro-F1	0.293	0.301	0.266	N/A	N/A	N/A
Flickr	Macro-F1	0.212	0.203	0.162	N/A	N/A	N/A
	Micro-F1	0.313	0.311	0.289	N/A	N/A	N/A
BlogCatalog	Macro-F1	0.247	0.250	0.194	0.230	0.072	0.143
	Micro-F1	0.393	0.400	0.356	0.393	0.236	0.308