Table 11 Independent test accuracy based on various window sizes
Window size | Feature dimension | SN (%) | SP (%) | (SN + SP)/2(%) | MCC | Time (mm:ss) |
|---|---|---|---|---|---|---|
11 bp(− 3~ + 8) | 27 | 93.09 | 91.58 | 92.34 | 0.847 | 00:18 |
20 bp(−10~ + 10) | 36 | 93.34 | 90.95 | 92.15 | 0.843 | 00:24 |
40 bp(−20~ + 20) | 56 | 91.33 | 91.83 | 91.58 | 0.832 | 01:09 |
138 bp(−70~ + 68) | 154 | 92.71 | 89.45 | 91.08 | 0.822 | 07:18 |