Table 5 Comparison of two methods for predicting human proteins interacting with HPV proteins
From: Prediction of protein-protein interactions between viruses and human by an SVM model
Test set | Our representation | Shen's representation | ||||
|---|---|---|---|---|---|---|
| Â | SN (%) | SP (%) | AC (%) | SN (%) | SP (%) | AC (%) |
1 | 86.5 | 88.5 | 87.5 | 69.2 | 84.6 | 76.9 |
2 | 73.1 | 88.5 | 80.8 | 69.2 | 84.6 | 76.9 |
3 | 76.9 | 86.5 | 81.7 | 78.8 | 82.7 | 80.8 |
Average | 78.8 | 87.8 | 83.3 | 72.4 | 83.9 | 78.2 |