Table 7 Classification sensitivity and specificity with different gene subsets.
Number of selected genes | Dataset names | Accuracy (%) | Sensitivity (%) | Specificity (%) |
|---|---|---|---|---|
7 | SRBCT | 100 ± 0.00 | 98.06 ± 0.09 | 100 ± 0.00 |
4 | Leukemia | 100 ± 0.00 | 97 ± 0.07 | 99 ± 0.13 |
7 | Lymphoma | 93.79 ± 0.020 | 90.23 ± 0.040 | 91.42 ± 0.10 |
11 | LUNG | 98.67 ± 0.019 | 95.34 ± 0.12 | 96.02 ± 0.11 |
6 | Brain cancer | 92.78 ± 0.012 | 94.16 ± 0.01 | 90.02 ± 0.11 |
13 | Colon | 96.86 ± 0.033 | 93.33 ± 0.30 | 92.12 ± 0.21 |
7 | 11_Tumors | 95.86 ± 0.033 | 90.34 ± 0.20 | 91.16 ± 0.40 |
5 | DLBCL | 100 ± 0.00 | 97.56 ± 0.32 | 98.67 ± 0.03 |
