Table 6 Prediction results of Human data set under five-fold cross-validation
From: SDNN-PPI: self-attention with deep neural network effect on protein-protein interaction prediction
Testing set | ACC(%) | Spec(%) | Sens(%) | Prec(%) | MCC(%) | AUC(%) |
|---|---|---|---|---|---|---|
1 | 98.78 | 99.49 | 98.08 | 98.97 | 97.06 | 99.67 |
2 | 99.29 | 98.85 | 99.49 | 99.23 | 98.46 | 99.63 |
3 | 98.85 | 99.10 | 98.46 | 98.97 | 97.56 | 99.51 |
4 | 98.78 | 99.36 | 98.72 | 99.1 | 97.95 | 99.72 |
5 | 98.97 | 98.84 | 99.10 | 98.83 | 96.8 | 99.46 |
average | 98.94 ± 0.19 | 99.10 ± 0.24 | 98.77 ± 0.49 | 99.02 ± 0.13 | 97.57 ± 0.60 | 99.60 |