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Table 2
Metric Algorithm
10%
20%
30%
40%
50%
60%
70%
80%
90% Micro-F1 SimNet (dim = 128) 39.61 42.22 42.98 43.95 44.47 45.01 45.32 45.40 46.31 SimNet-c (dim = 128) 38.54 41.12 42.40 43.28 43.67 44.12 44.23 44.46 45.03 SimNet-PPR (dim = 128) 37.95 40.36 41.50 43.56 43.94 44.51 44.82 45.51 SimNet-ME (dim = 128) 35.87 38.36 39.44 40.45 40.93 41.19 41.32 41.68 42.72 SimNet-Katz (dim = 128) 38.11 42.09 42.91 43.35 43.87 43.96 44.18 44.61 node2vec (dim = 128) 35.56 38.72 40.32 41.33 42.11 42.73 42.85 43.00 43.596 GraRep (k = 4, d = 32, dim = 128) 35.61 39.98 41.47 42.12 42.38 43.58 42.74 43.08 43.207 GraRep (k = 6, d = 128, dim = 768) 38.31 40.44 41.29 41.92 42.51 42.96 43.54 43.61 44.33&