Table 3. For Each Set of Peptides, the Accuracy of the SVMRBF Models with Judred or Mordred Parameters is Measured Across Each Peptide Chain Length (Tri–Hexapeptides) via fivefold Cross-Validation of 800 Randomly Selected Peptides.
Judred |
Mordred |
|||||
---|---|---|---|---|---|---|
R2 | RMSE | MAE | R2 | RMSE | MAE | |
hexa | 0.85 | 0.0776 | 0.0621 | 0.87 | 0.0704 | 0.0565 |
penta | 0.86 | 0.0939 | 0.0760 | 0.89 | 0.082 | 0.0658 |
tetra | 0.87 | 0.1155 | 0.0899 | 0.88 | 0.1092 | 0.0859 |
tri | 0.89 | 0.1515 | 0.1135 | 0.91 | 0.1342 | 0.1064 |