Table 4 Minimum LOO error computed on Multi-cancer data set (composed of 280 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 |
16063 | 105 | 90 | ||
1400 | 46 | 40 | 59 | 49 |
1000 | 42 | 41 | 57 | 50 |
500 | 50 | 41 | 57 | 56 |
300 | 51 | 38 | 57 | 54 |
200 | 51 | 50 | 55 | 50 |
100 | 63 | 97 | 51 | 58 |
50 | 59 | 76 | 43 | 61 |
10 | 63 | 74 | 59 | 73 |