Table 3 The performance of our model on the combined new datasets
From: Graph-based prediction of Protein-protein interactions with attributed signed graph embedding
Test set | Accuracy (%) | Sensitivity (%) | Specificity (%) | Precision (%) | F1 (%) |
|---|---|---|---|---|---|
1 | 97.61 | 97.91 | 97.31 | 97.33 | 97.62 |
2 | 96.60 | 97.88 | 95.31 | 95.44 | 96.64 |
3 | 97.07 | 97.58 | 96.55 | 96.60 | 97.09 |
4 | 96.78 | 97.17 | 96.40 | 96.44 | 96.80 |
5 | 97.73 | 97.84 | 97.61 | 97.63 | 97.73 |
Average | 97.16 ±0.50 | 97.68 ±0.31 | 96.64 ±0.90 | 96.69 ±0.86 | 97.18 ±0.41 |