Table 2 Topological properties of the networks used in experiments. \(|V |\) and \(|E|\) are the number of nodes and links respectively. C is the clustering coefficient. \(\langle k \rangle\) and \(\langle d \rangle\) are average degree and average path length. Finally \(\rho\) denotes the density of the network while H is the heterogeneity defined as \(H = \frac{\langle k^2 \rangle }{\langle k \rangle ^2}\).
From: Link prediction in complex network using information flow
Datasets | \(|V |\) | \(|E|\) | C | \(\langle k\rangle\) | \(\langle d\rangle\) | \(\rho\) | H |
---|---|---|---|---|---|---|---|
Karate | 34 | 78 | 0.588 | 4.588 | 1.204 | 0.139 | 7.769 |
Bombing | 64 | 243 | 0.711 | 7.594 | 1.345 | 0.121 | 12.597 |
Iceland | 75 | 114 | 0.614 | 3.04 | 1.6 | 0.041 | 8.36 |
LesMis | 77 | 254 | 0.736 | 6.597 | 1.321 | 0.087 | 12.055 |
Neurons | 279 | 2287 | 0.337 | 16.394 | 1.218 | 0.059 | 25.916 |
E.coli | 329 | 456 | 0.222 | 2.772 | 2.421 | 0.008 | 12.314 |
Netscience | 379 | 914 | 0.798 | 4.823 | 3.021 | 0.013 | 8.021 |
Infectious | 410 | 2765 | 0.467 | 13.488 | 1.815 | 0.033 | 18.716 |
Metabolic | 453 | 2025 | 0.655 | 8.94 | 1.332 | 0.02 | 40.098 |
US Air | 500 | 2980 | 0.726 | 11.92 | 1.496 | 0.024 | 53.785 |
ASoIaF | 796 | 2823 | 0.635 | 7.093 | 1.708 | 0.009 | 29.749 |
1133 | 5451 | 0.254 | 9.622 | 1.803 | 0.009 | 18.688 | |
Bible | 1707 | 9059 | 0.71 | 10.614 | 1.688 | 0.006 | 41.629 |
Yeast | 2375 | 11693 | 0.388 | 9.847 | 2.548 | 0.004 | 34.223 |
Vidal | 2783 | 6007 | 0.109 | 4.317 | 2.42 | 0.002 | 15.776 |
Household | 874 | 4003 | 0.317 | 9.16 | 1.608 | 0.01 | 34.176 |
Friendships | 1788 | 12476 | 0.166 | 13.955 | 1.726 | 0.008 | 45.546 |
Hamster | 2000 | 16098 | 0.573 | 16.098 | 1.794 | 0.008 | 43.776 |