Table 1.
Summary of machine learning-based SSB prediction methods.
| References | Predictor (If Any) | Features | Classifiers |
|---|---|---|---|
| Wang et al. [95] | NA | -OAAC -Dipeptide composition -Physicochemical properties -PSSM |
SVM RF |
| Ali et al. [97] | SDBP-Pred | -PSSM -CS-PSSM -CSS-PSSM2 -CSS-PSSM3 |
SVM |
| Tan et al. [98] | PredPSD | -OAAC -Dipeptide composition -Physicochemical properties -PSSM -Structural features from NetSurfP and DisEMBL |
GTB |
| Sharma et al. [96] | NA | -HMM | SVM |
| -normalized profile-monogram | RF | ||
| -normalized profile-bigram | KNN |