Table 3 Prediction accuracy after optimization.
From: Prediction of flexible/rigid regions from protein sequences using k-spaced amino acid pairs
| Â | Â | rigid regions | flexible regions | Â | Â | Â | Â | Â | ||
|---|---|---|---|---|---|---|---|---|---|---|
Method | Accuracy1 | sensitivity | specificity | sensitivity | specificity | MCC | TP | FP | FN | TN |
FlexRP | 79.51% | 88.52% | 82.85% | 59.71% | 70.24% | 0.51 | 3478 | 720 | 451 | 1067 |
SVM | 79.22% | 88.93% | 82.27% | 57.86% | 70.39% | 0.50 | 3494 | 753 | 435 | 1034 |
Naïve Bayes | 78.41% | 80.15% | 87.40% | 74.59% | 63.09% | 0.53 | 3149 | 454 | 780 | 1333 |