Table 2.
Weighted performance for binary classification models for the nine main categories proposed in this work.
| Number | Category | Size data set | Weighted performance |
|---|---|---|---|
| 1. | Cell sensing peptides | 19 982 | 85.27 |
| 2. | Drug delivery | 4912 | 86.02 |
| 3. | Therapeutic | 50 000 | 87.32 |
| 4. | Neurological | 2712 | 89.33 |
| 5. | Immunological | 2178 | 86.12 |
| 6. | Other activities | 490 | 82.98 |
| 7. | Transit peptide | 1350 | 88.48 |
| 8. | Signal peptide | 26 794 | 86.41 |
| 9. | Propeptide | 17 768 | 88.63 |