Table 4 The performance of Hybrid approach2 based SVM model on independent dataset.
From: Prediction and classification of aminoacyl tRNA synthetases using PROSITE domains
Threshold | Sensitivity | Specificity | Accuracy | MCC |
|---|---|---|---|---|
-1.0 | 100.00 | 43.11 | 48.18 | 0.25 |
-0.9 | 97.73 | 63.56 | 66.60 | 0.35 |
-0.8 | 81.82 | 82.44 | 82.39 | 0.43 |
-0.7 | 72.73 | 92.22 | 90.49 | 0.54 |
-0.6 | 63.64 | 97.11 | 94.13 | 0.63 |
-0.5 | 54.55 | 99.56 | 95.55 | 0.69 |
-0.4 | 52.27 | 100.00 | 95.75 | 0.71 |
-0.3 | 52.27 | 100.00 | 95.75 | 0.71 |
-0.2 | 52.27 | 100.00 | 95.75 | 0.71 |
-0.1 | 52.27 | 100.00 | 95.75 | 0.71 |
0.0 | 52.27 | 100.00 | 95.75 | 0.71 |
0.1 | 52.27 | 100.00 | 95.75 | 0.71 |
0.2 | 52.27 | 100.00 | 95.75 | 0.71 |
0.3 | 52.27 | 100.00 | 95.75 | 0.71 |
0.4 | 52.27 | 100.00 | 95.75 | 0.71 |
0.5 | 47.73 | 100.00 | 95.34 | 0.67 |
0.6 | 43.18 | 100.00 | 94.94 | 0.64 |
0.7 | 36.36 | 100.00 | 94.33 | 0.59 |
0.8 | 22.73 | 100.00 | 93.12 | 0.46 |
0.9 | 18.18 | 100.00 | 92.71 | 0.41 |
1.0 | 11.36 | 100.00 | 92.11 | 0.32 |