Table 6 The results in the ISB test data with the SVM classifier for multiply charged spectra
From: Quality assessment of tandem mass spectra using support vector machine (SVM)
Times | FP | FN | TPR (%) | TNR (%) |
|---|---|---|---|---|
1 | 4412 | 121 | 90.8 | 87.3 |
2 | 4430 | 101 | 91.7 | 87.2 |
3 | 4663 | 118 | 90.3 | 86.5 |
4 | 4348 | 106 | 91.2 | 87.4 |
5 | 4337 | 122 | 89.9 | 87.5 |
6 | 4639 | 106 | 91.2 | 86.6 |
7 | 3944 | 121 | 90.0 | 88.6 |
8 | 4444 | 103 | 91.5 | 87.2 |
9 | 4684 | 109 | 91.0 | 86.5 |
10 | 4705 | 92 | 92.4 | 86.4 |
11 | 4296 | 109 | 91.0 | 87.6 |
12 | 4383 | 114 | 90.6 | 87.3 |
13 | 4342 | 121 | 90.0 | 87.5 |
14 | 4485 | 94 | 92.2 | 87.1 |
15 | 4197 | 114 | 90.6 | 87.9 |
16 | 4604 | 107 | 91.2 | 86.7 |
17 | 4499 | 110 | 90.9 | 87.0 |
18 | 4007 | 131 | 89.2 | 88.4 |
19 | 4009 | 138 | 88.6 | 88.4 |
20 | 4275 | 111 | 90.8 | 87.7 |
Ave. | 4385 | 112 | 90.7 | 87.3 |
SD | 223.7 | 11.4 | 0.94 | 0.65 |