Table 3. Areas under curves for bipartite networks.
|
Precision–recall (AUPR) |
ROC (AUC) |
|||||||
LS × LS | LS × TS | TS × LS | TS × TS | LS × LS | LS × TS | TS × LS | TS × TS | ||
ERN (TF–gene) | Global | 0.78 | 0.76 | 0.12 | 0.08 | 0.97 | 0.97 | 0.61 | 0.64 |
Local so | 0.76 | 0.76 | 0.11 | 0.10 | 0.96 | 0.97 | 0.61 | 0.66 | |
Local mo | — | 0.75 | 0.09 | 0.09 | — | 0.97 | 0.61 | 0.65 | |
Baseline | 0.31 | 0.30 | 0.02 | 0.02 | 0.86 | 0.87 | 0.52 | 0.50 | |
SRN (TF–gene) | Global | 0.23 | 0.27 | 0.03 | 0.03 | 0.84 | 0.84 | 0.54 | 0.57 |
Local so | 0.20 | 0.25 | 0.02 | 0.03 | 0.80 | 0.83 | 0.53 | 0.57 | |
Local mo | — | 0.24 | 0.02 | 0.03 | — | 0.83 | 0.53 | 0.57 | |
Baseline | 0.06 | 0.06 | 0.03 | 0.02 | 0.79 | 0.78 | 0.51 | 0.50 | |
DPI (drug–protein) | Global | 0.14 | 0.05 | 0.11 | 0.01 | 0.76 | 0.71 | 0.76 | 0.67 |
Local so | 0.21 | 0.11 | 0.08 | 0.01 | 0.85 | 0.72 | 0.72 | 0.57 | |
Local mo | — | 0.10 | 0.08 | 0.01 | — | 0.72 | 0.71 | 0.60 | |
Baseline | 0.02 | 0.01 | 0.01 | 0.01 | 0.82 | 0.63 | 0.68 | 0.50 |