Table 7 The results in the TOV test data with the SVM classifier for doubly charged spectra
From: Quality assessment of tandem mass spectra using support vector machine (SVM)
Times | FP | FN | TPR (%) | TNR (%) |
|---|---|---|---|---|
1 | 814 | 31 | 90.2 | 84.4 |
2 | 925 | 23 | 92.7 | 82.3 |
3 | 839 | 29 | 90.9 | 83.9 |
4 | 911 | 29 | 90.9 | 82.6 |
5 | 856 | 24 | 92.4 | 83.6 |
6 | 800 | 22 | 93.1 | 84.7 |
7 | 816 | 30 | 90.5 | 84.4 |
8 | 920 | 15 | 95.3 | 82.4 |
9 | 788 | 27 | 91.5 | 84.9 |
10 | 799 | 27 | 91.5 | 84.7 |
11 | 790 | 30 | 90.5 | 84.9 |
12 | 787 | 15 | 95.3 | 84.9 |
13 | 922 | 29 | 90.9 | 82.4 |
14 | 766 | 27 | 91.5 | 85.3 |
15 | 957 | 18 | 89.9 | 81.7 |
16 | 819 | 28 | 91.2 | 84.93 |
17 | 871 | 22 | 93.1 | 83.3 |
18 | 885 | 25 | 92.1 | 83.1 |
19 | 830 | 27 | 91.5 | 84.1 |
20 | 823 | 23 | 92.7 | 83.8 |
Ave. | 846 | 25 | 92.1 | 83.8 |
SD | 56.4 | 4.8 | 1.51 | 1.08 |