Table 3 Minimum LOO error computed on Colon data set (composed of 62 examples), for various number of genes, selected with S2N and NRFE statistics.
From: Regularized Least Squares Cancer Classifiers from DNA microarray data
SVM | RLS | |||
|---|---|---|---|---|
genes | S2N | NRFE | S2N | NRFE |
2000 | 6 | 6 | ||
500 | 6 | 6 | 7 | 6 |
400 | 7 | 6 | 6 | 6 |
300 | 6 | 6 | 6 | 6 |
200 | 7 | 6 | 7 | 4 |
100 | 9 | 5 | 7 | 4 |
50 | 8 | 4 | 6 | 1 |
10 | 6 | 6 | 7 | 5 |
5 | 7 | 8 | 7 | 8 |