Method | DLBCL | HNSCC | Breast |
---|---|---|---|
gene selection | mean ± std | mean ± std | mean ± std |
U, SNR, NMC | 2.5 ± 2.5 * | 21.2 ± 7.1 * | 33.0 ± 3.4 * |
U, SNR, FLD | 15.8 ± 6.4 | 33.3 ± 6.6 | 29.9 ± 3.6 * |
U, t-test, NMC | 2.5 ± 2.5 * | 21.2 ± 7.3 * | 33.5 ± 3.8 * |
U, t-test, FLD | 15.8 ± 6.4 | 36.2 ± 6.2 | 32.6 ± 3.0 * |
BP greedy, FLD | 10.0 ± 4.3 | 36.2 ± 7.0 | 35.8 ± 2.3 |
FS, FLD | 10.8 ± 3.7 | 45.4 ± 8.5 | 35.4 ± 4.2 |
RFE, FLD | 16.7 ± 5.3 | 35.0 ± 6.3 | 33.8 ± 3.5 |
RFE, SVM | 15.8 ± 5.2 | 35.4 ± 7.2 | 32.6 ± 3.2 * |
Liknon | 13.3 ± 5.3 | 37.5 ± 7.4 | 34.5 ± 5.2 |
TSP | 27.5 ± 2.8 | 37.6 ± 6.0 | 49.9 ± 4.6 |
no gene selection | mean ± std | mean ± std | mean ± std |
NMC | 6.7 ± 3.5 | 29.2 ± 7.2 | 36.7 ± 3.2 |
FLD | 14.2 ± 5.4 | 32.5 ± 6.6 | 35.8 ± 4.1 |
SVM | 9.2 ± 3.8 | 29.6 ± 5.7 | 34.3 ± 4.2 |