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 | 364 | 97 | 89 | 95 | 60 | 0.001 | 93 | 2378 | 95 | 578 | 72 | 417 |
2 | 0.02 | 99 | 335 | 97 | 94 | 98 | 68 | 0.003 | 97 | 2335 | 82 | 997 | 74 | 334 |
3 | 0.03 | 96 | 313 | 88 | 90 | 84 | 77 | 0.005 | 87 | 2955 | 88 | 1242 | 69 | 706 |
4 | 0.04 | 99 | 271 | 91 | 96 | 80 | 86 | 0.001 | 95 | 8288 | 95 | 2775 | 94 | 1227 |
5 | 0.05 | 93 | 256 | 78 | 94 | 83 | 86 | 0.005 | 100 | 8434 | 92 | 3842 | 87 | 1992 |
6 | 0.10 | 96 | 200 | 2 | 97 | 52 | 92 | 0.010 | 98 | 14,507 | 92 | 5870 | 51 | 6082 |