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Table 2 Graph distances

From: Unsupervised network embeddings with node identity awareness

 

Hamming

Jaccard

DeltaCon

CLP

CLP normed

Emb

ER

0.239

0.603

0.581

1.0

1.0

1.0 ±0.0

Mixed

1.0

1.0

1.0

1.0

0.364

1.0 ±0

LFR

0.269

0.284

0.278

0.766

0.973

0.995 ±0.005

Dynamic

0.389

0.232

0.205

0.237

0.195

0.452 ±0.085

  1. Clustering results for synthetic datasets (NMI)