Table 4 Study of individual components
From: DL-PPI: a method on prediction of sequenced protein–protein interaction based on deep learning
Module | SHS27k | SHS148k | STRING |
|---|---|---|---|
Inception | 86.72 | 88.24 | 91.36 |
Attention | 88.94 | 91.65 | 92.03 |
FRN | 88.06 | 93.51 | 93.03 |
Inception + attention | 87.35 | 90.07 | 92.82 |
Inception + FRN | 89.02 | 91.74 | 92.97 |
Attention + FRN | 88.91 | 94.14 | 93.26 |
Inception + attention + FRN | 89.12 | 92.49 | 93.65 |