Table 1 Performance results of individual feature ranking
Dataset | N* | Sensitivity (%) | Specificity (%) | Accuracy (%) | Run Time (seconds) |
|---|---|---|---|---|---|
Male and female cell lines | 1 | 99.4 | 100 | 99.7 | 0.18 |
| Â | 2 | 99.8 | 100 | 99.9 | 0.18 |
| Â | 3 | 100 | 100 | 100 | 0.18 |
| Â | 5 | 100 | 100 | 100 | 0.18 |
| Â | 10 | 100 | 100 | 100 | 0.18 |
Cancer and hES cell lines | 1 | 95.0 | 99.9 | 98.0 | 0.34 |
| Â | 2 | 96.1 | 99.9 | 98.5 | 0.35 |
| Â | 3 | 96.6 | 100 | 98.7 | 0.35 |
| Â | 5 | 99.6 | 99.8 | 99.8 | 0.35 |
| Â | 10 | 100 | 99.5 | 99.7 | 0.35 |
Lung cancer and normal tissues | 1 | 73.0 | 91.9 | 82.4 | 0.19 |
| Â | 2 | 81.1 | 91.1 | 86.1 | 0.20 |
| Â | 3 | 84.1 | 90.0 | 87.1 | 0.20 |
| Â | 5 | 88.8 | 91.6 | 90.2 | 0.20 |
| Â | 10 | 92.1 | 89.6 | 90.9 | 0.20 |