Protein group | Accuracy on | Cross-validated accuracy |
---|
| excluded group | on training data |
---|
Helix-turn-helix | 83.3 | 80.3 |
Zinc-coordinating | 100 | 82.9 |
Zipper-type | 88.9 | 83.1 |
Other α-helix | 100 | 85.0 |
β-sheet | 77.8 | 86.0 |
Other | 100 | 82.5 |
Enzyme | 58.1 | 90.4 |
- Predictive accuracies obtained by linear SVM classifiers trained on the datasets PD138/NB110 with protein groups excluded from PD138. The accuracy on excluded group is the percentage of correctly classified proteins from the protein group excluded from the training data. The cross-validated accuracy on training data is the accuracy of the learnt model estimated by 10-fold cross-validation on the training data.