Table 3.
Link prediction performance of joint analysis.
| HAC-ML | Prediction of | ||
|---|---|---|---|
| Trained by | PPI | SGA | GEN |
| PPI | 0.75±1.6 | ||
| SGA | 0.77±1.0 | ||
| GEN | 0.78±1.4 | ||
| PPI+SGA | 0.69±0.5 | 0.73±0.8 | |
| PPI+GEN | 0.71±1.1 | 0.79±0.5 | |
| SGA+GEN | 0.77±1.0 | 0.78±1.1 | |
| PPI+SGA+GEN | 0.68±1.2 | 0.73±0.3 | 0.78±0.6 |
Evaluation scheme was 85/15 cross-validation. First numbers indicate an average F1 score of multiple experiments and second numbers following ± sign are standard deviations of last-digit (multiplied by 100).