Table 4.
The node fraction for each backbone extraction method as a function of the edge fraction calculated using netbone’s comparison framework.
Edge fraction | Global threshold | High salience | Doubly stochastic | Global sparsification | Weighted betweenness |
---|---|---|---|---|---|
0.01 | 0.09 | 0.3 | 0.31 | 0.15 | 0.40 |
0.05 | 0.22 | 1.0 | 0.78 | 0.23 | 0.77 |
0.10 | 0.37 | 1.0 | 0.83 | 0.29 | 0.96 |
0.15 | 0.52 | 1.0 | 0.85 | 0.35 | 0.99 |
0.20 | 0.65 | 1.0 | 0.85 | 0.38 | 1.00 |
0.25 | 0.77 | 1.0 | 0.86 | 0.45 | 1.00 |
0.30 | 0.86 | 1.0 | 0.86 | 0.50 | 1.00 |
0.35 | 0.91 | 1.0 | 0.87 | 0.55 | 1.00 |
0.40 | 0.95 | 1.0 | 0.87 | 0.62 | 1.00 |
0.45 | 0.97 | 1.0 | 0.88 | 0.67 | 1.00 |
Significant values are in [bold].