Table 2 The performance of SVM model using binary pattern of different window size patterns.
From: Identification of ATP binding residues of a protein from its primary sequence
Window size | Threshold | Sensitivity | Specificity | Accuracy | MCC | parameters |
|---|---|---|---|---|---|---|
7 | 0 | 60.99 | 64.47 | 62.73 | 0.25 | g:0.1 c:1 j:1 |
9 | 0 | 61.25 | 67.41 | 64.33 | 0.29 | g:0.1 c:1 j:1 |
11 | 0 | 63.2 | 64.01 | 63.61 | 0.27 | g:0.1 c:3 j:3 |
13 | 0 | 63.4 | 64.81 | 64.11 | 0.28 | g:0.1 c:2 j:1 |
15 | 0 | 61.62 | 67.11 | 64.37 | 0.29 | g:0.1 c:1 j:1 |
17 | 0 | 65.53 | 66.97 | 66.25 | 0.33 | g:0.1 c:2 j:3 |
19 | 0 | 61.98 | 69.44 | 65.71 | 0.32 | g:0.1 c:1 j:1 |
21 | 0 | 60.86 | 69.96 | 65.41 | 0.31 | g:0.1 c:1 j:1 |
23 | 0 | 63.65 | 68.52 | 66.08 | 0.32 | g:0.1 c:2 j:2 |
25 | 0 | 63.32 | 70.26 | 66.79 | 0.34 | g:0.1 c:2 j:1 |