From: Comparing the speed and accuracy of approaches to betweenness centrality approximation
# | 10,000 nodes | 100,000 nodes | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
\(\mu\) | \(\hbox {k}=128\) | \(\hbox {k}=64\) | \(\hbox {k}=32\) | \(\mu\) | \(\hbox {k}=64\) | \(\hbox {k}=32\) | \(\hbox {k}=16\) | |||||||
% | s | % | s | % | s | % | s | % | s | % | s | |||
1 | 0.01 | 100 | 116 | 100 | 83 | 100 | 75 | 0.001 | 100 | 2192 | 100 | 1979 | 88 | 1665 |
2 | 0.02 | 99 | 121 | 100 | 90 | 100 | 78 | 0.003 | 97 | 2397 | 97 | 2422 | 87 | 2084 |
3 | 0.03 | 99 | 114 | 97 | 101 | 100 | 89 | 0.005 | 93 | 3449 | 72 | 3180 | 14 | 2210 |
4 | 0.04 | 100 | 115 | 100 | 92 | 100 | 80 | 0.001 | 100 | 5223 | 100 | 4458 | 98 | 4219 |
5 | 0.05 | 97 | 115 | 97 | 92 | 99 | 79 | 0.005 | 100 | 6556 | 100 | 5583 | 100 | 4857 |
6 | 0.10 | 92 | 117 | 78 | 93 | 76 | 79 | 0.010 | 99 | 10,917 | 99 | 8217 | 98 | 6127 |