Table 4 Comparison among different layer architectures for SDNN-PPI on S.cerevisiae(core subset)
From: SDNN-PPI: self-attention with deep neural network effect on protein-protein interaction prediction
Architectures | ACC(%) | Spec(%) | Sens(%) | Prec(%) | MCC(%) | AUC(%) |
|---|---|---|---|---|---|---|
DNN-PPI a | 94.9 | 96.35 | 95.83 | 96.25 | 89.84 | 98.54 |
DNN-PPI b | 91.78 | 93.56 | 89.99 | 93.33 | 83.62 | 97.05 |
SDNN-PPI a | 95.16 | 96.96 | 93.37 | 96.86 | 90.4 | 98.53 |
SDNN-PPI b | 95.21 | 96.98 | 93.44 | 96.87 | 90.48 | 98.56 |
SDNN-PPI | 95.48 | 97.23 | 93.80 | 97.13 | 91.02 | 98.63 |