Table 2 The performance of binary-based SVM models using 10, 15 and 20 residues of N-terminus.
| Â | 10 N-terminal residues | 15 N-terminal residues | 20 N-terminal residues | ||||||
|---|---|---|---|---|---|---|---|---|---|
Threshold | Sen. | Spec. | Acc. | Sen. | Spec. | Acc. | Sen. | Spec. | Acc. |
-1 | 99.75 | 13.55 | 56.65 | 97.95 | 46.55 | 72.25 | 99.10 | 29.85 | 64.48 |
-0.9 | 99.75 | 17.98 | 58.87 | 96.93 | 51.15 | 74.04 | 98.81 | 34.93 | 66.87 |
-0.8 | 99.26 | 25.12 | 62.19 | 96.68 | 57.54 | 77.11 | 98.51 | 44.48 | 71.49 |
-0.7 | 98.77 | 34.48 | 66.63 | 96.16 | 60.36 | 78.26 | 97.91 | 49.85 | 73.88 |
-0.6 | 97.04 | 42.86 | 69.95 | 95.65 | 65.22 | 80.43 | 97.01 | 57.91 | 77.46 |
-0.5 | 95.81 | 50.99 | 73.40 | 95.40 | 68.29 | 81.84 | 96.12 | 63.58 | 79.85 |
-0.4 | 94.33 | 59.61 | 76.97 | 93.86 | 73.66 | 83.76 | 94.33 | 69.25 | 81.79 |
-0.3 | 91.87 | 67.73 | 79.80 | 92.33 | 76.98 | 84.65 | 91.64 | 75.52 | 83.58 |
-0.2 | 90.64 | 74.38 | 82.51 | 91.05 | 81.33 | 86.19 | 89.55 | 80.00 | 84.78 |
0 | 85.22 | 87.68 | 86.45 | 87.72 | 87.98 | 87.85 | 85.37 | 85.37 | 85.37 |
0.1 | 81.28 | 90.39 | 85.84 | 85.93 | 91.30 | 88.62 | 82.69 | 89.85 | 86.27 |
0.2 | 78.33 | 93.60 | 85.96 | 83.63 | 92.84 | 88.24 | 81.79 | 94.03 | 87.91 |
0.3 | 74.63 | 95.07 | 84.85 | 81.59 | 93.86 | 87.72 | 78.81 | 95.82 | 87.31 |
0.4 | 69.21 | 96.80 | 83.00 | 79.03 | 93.86 | 86.45 | 75.82 | 96.72 | 86.27 |
0.5 | 65.76 | 98.03 | 81.90 | 75.70 | 94.63 | 85.17 | 72.24 | 97.31 | 84.78 |
0.6 | 59.85 | 99.01 | 79.43 | 73.40 | 95.40 | 84.40 | 67.46 | 98.21 | 82.84 |
0.7 | 51.48 | 99.51 | 75.49 | 70.08 | 95.65 | 82.86 | 59.70 | 99.10 | 79.40 |
0.8 | 43.10 | 99.75 | 71.43 | 62.92 | 96.42 | 79.67 | 51.34 | 99.10 | 75.22 |
0.9 | 32.27 | 99.75 | 66.01 | 57.29 | 96.93 | 77.11 | 46.57 | 99.40 | 72.99 |
1 | 25.62 | 99.75 | 62.68 | 52.43 | 97.95 | 75.19 | 37.31 | 99.70 | 68.51 |