From: Comparing the speed and accuracy of approaches to betweenness centrality approximation
# | 10,000 nodes | 100,000 nodes | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
\(\mu\) | \(\epsilon =0.01\) | \(\epsilon =0.05\) | \(\epsilon =0.1\) | \(\mu\) | \(\epsilon =0.025\) | \(\epsilon =0.05\) | \(\epsilon =0.1\) | |||||||
% | s | % | s | % | s | % | s | % | s | % | s | |||
1 | 0.01 | 100 | 115 | 100 | 44 | 98 | 36 | 0.001 | 94 | 1059 | 93 | 311 | 77 | 177 |
2 | 0.02 | 95 | 98 | 89 | 45 | 99 | 45 | 0.003 | 92 | 1270 | 96 | 477 | 76 | 283 |
3 | 0.03 | 91 | 95 | 85 | 47 | 98 | 46 | 0.005 | 95 | 1207 | 90 | 595 | 75 | 385 |
4 | 0.04 | 95 | 86 | 87 | 46 | 82 | 47 | 0.001 | 100 | 2898 | 98 | 1239 | 84 | 339 |
5 | 0.05 | 91 | 83 | 90 | 48 | 55 | 47 | 0.005 | 100 | 3216 | 94 | 1711 | 88 | 974 |
6 | 0.10 | 89 | 72 | 62 | 50 | 44 | 50 | 0.010 | 97 | 4402 | 86 | 2690 | 79 | 2223 |