Table 3 Comparison of evaluation matrices generated by PredSTP using the training set, Smallprotein163 and NewNMR751 subsets from PDB. The confusion matrix generated by PredSTP using the corresponding datasets are provided in Additional file 1: Supplement 4
From: PredSTP: a highly accurate SVM based model to predict sequential cystine stabilized peptides
Source of data | Sensitivity | Specificity | Precision | Accuracy |
|---|---|---|---|---|
Training set over 200 iterations | 94.86 | 94.11 | 84.31 | 94.30 |
Smallprotein163 | 93.33 | 99.29 | 66.66 | 95.09 |
NewNMR751 | 91.30 | 99.72 | 91.30 | 99.46 |