Table 3 Default and varied range values of different network embedding parameters
From: NodeSim: node similarity based network embedding for diverse link prediction
Parameter | Default | Range |
|---|---|---|
α | 1 | 1, 1.5, 2, 2.5, 3 |
β | 1.5 | 1, 1.5, 2, 2.5, 3 |
Dimension (d) | 128 | 4, 8, 16, 32, 64, 128, 256 |
Context (k) | 5 | 5, 7, 9, 11, 13, 15 |
Number of Walks (γ) | 10 | 6, 8, 10, 12, 14, 16, 18, 20 |
Walk Length (l) | 80 | 40, 50, 60, 70, 80, 90, 100 |