Table 5 The results in the ISB test data with the SVM classifier for triply charged spectra
From: Quality assessment of tandem mass spectra using support vector machine (SVM)
Times | FP | FN | TPR (%) | TNR (%) |
|---|---|---|---|---|
1 | 2120 | 24 | 91.2 | 87.7 |
2 | 2091 | 15 | 94.5 | 87.8 |
3 | 2195 | 12 | 95.6 | 87.2 |
4 | 2324 | 19 | 93.0 | 86.5 |
5 | 2029 | 26 | 90.5 | 88.2 |
6 | 1952 | 23 | 91.6 | 88.6 |
7 | 2163 | 12 | 95.6 | 87.4 |
8 | 2350 | 19 | 93.0 | 86.3 |
9 | 1967 | 20 | 92.7 | 88.5 |
10 | 1994 | 21 | 92.3 | 88.4 |
11 | 2071 | 17 | 93.7 | 87.9 |
12 | 1948 | 21 | 92.3 | 88.7 |
13 | 2163 | 26 | 90.5 | 87.4 |
14 | 1998 | 26 | 90.5 | 88.4 |
15 | 2162 | 23 | 91.6 | 87.4 |
16 | 2101 | 16 | 94.1 | 87.8 |
17 | 2005 | 21 | 92.3 | 88.3 |
18 | 2161 | 20 | 92.7 | 87.4 |
19 | 1930 | 28 | 89.7 | 88.7 |
20 | 2134 | 17 | 93.8 | 87.6 |
Ave. | 2093 | 20 | 92.7 | 87.8 |
SD | 118.3 | 4.6 | 1.67 | 0.69 |