Table 5 Prediction results of S.cerevisiae (core subset) 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 | 95.44 | 97.59 | 93.48 | 97.48 | 90.97 | 98.42 |
2 | 95.17 | 96.69 | 94.1 | 96.59 | 90.39 | 98.92 |
3 | 95.13 | 97.32 | 93.3 | 97.20 | 90.35 | 98.28 |
4 | 95.49 | 96.37 | 94.36 | 96.27 | 91.98 | 98.74 |
5 | 96.16 | 98.21 | 93.74 | 98.14 | 92.39 | 98.80 |
average | 95.48 ± 0.37 | 97.23 ± 0.66 | 93.80 ± 0.39 | 97.13 ± 0.66 | 91.02 ± 0.74 | 98.63 |