Table 2 Minimum LOO error computed on Leukemia data set (composed of 72 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 |
1000 | 1 | 1 | 2 | 1 |
100 | 1 | 0 | 1 | 0 |
50 | 1 | 0 | 2 | 0 |
40 | 2 | 0 | 2 | 0 |
30 | 2 | 0 | 2 | 0 |
20 | 2 | 0 | 2 | 0 |
10 | 2 | 1 | 2 | 0 |
5 | 1 | 1 | 2 | 2 |
3 | 4 | 3 | 4 | 2 |