Table 6 LOOCV errors for two-class classification with PGA data: ischemic vs idiopathic.
From: A comparative study of discriminating human heart failure etiology using gene expression profiles
# of top genes | PPLS | PLS | SC | LASSO | RF |
|---|---|---|---|---|---|
50 | 3 | 2 | 2 | 2 | 2 |
100 | 1 | 1 | 2 | 1 | 1 |
200 | 1 | 1 | 2 | 1 | 2 |
400 | 1 | 1 | 1 | 2 | 1 |
800 | 1 | 1 | 1 | 3 | 1 |
1600 | 1 | 1 | 1 | 2 | 1 |
3200 | 1 | 2 | 1 | 1 | 1 |
6400 | 1 | 3 | 1 | 1 | 1 |
9600 | 1 | 3 | 1 | 1 | 1 |
12800 | 1 | 3 | 1 | 1 | 1 |
16000 | 1 | 2 | 1 | 1 | 1 |
19200 | 1 | 1 | 1 | 1 | 1 |
22277 | 1 | 1 | 1 | 1 | 1 |