Table 12 Independent test accuracy of RS-based DC with different outlier adjustment and endpoint selection approach
From: Informative gene selection and the direct classification of tumors based on relative simplicity
α | EP selection | Leuk1 | Lung1 | Leuk2 | SRBCT | Breast | Lung2 | DLBCL | Cancers | GCM | Average |
|---|---|---|---|---|---|---|---|---|---|---|---|
No adjustment | Formula (11) | 94.12 | 84.38 | 93.33 | 95.00 | 90.00 | 100.00 | 90.00 | 81.08 | 60.87 | 87.64 |
0.01 | Formula (11) | 94.12 | 84.38 | 93.33 | 100 | 90.00 | 97.02 | 90.00 | 90.54 | 63.04 | 89.16 |
0.05 | Formula (11) | 94.12 | 84.38 | 100 | 100 | 93.33 | 98.51 | 90.00 | 90.54 | 71.74 | 91.40 |
0.05 | Mean | 94.12 | 84.38 | 100 | 100 | 93.33 | 97.01 | 90.00 | 90.54 | 71.74 | 91.24 |