Table 1 Impact of the correlation and specificity modules on the performance of TPpred-LE evaluated on the independent dataset
From: TPpred-LE: therapeutic peptide function prediction based on label embedding
Model | Correlation | Specificity | Performance | ||
|---|---|---|---|---|---|
Label embedding | Single classifier | Function-specific classifiers | ACCexample | F1label | |
TPpred-LE | ✓ | ✓ | ✓ | 0.536 | 0.422 |
Aa | x | ✓ | ✓ | 0.510 | 0.391 |
B | ✓ | x | ✓ | 0.503 | 0.392 |
C | x | x | ✓ | 0.499 | 0.400 |
D | x | ✓ | x | 0.456 | 0.311 |
E | ✓ | ✓ | x | 0.509 | 0.400 |