Table 2 LOOCV errors for three-class classification with Minnesota data: males only.
From: A comparative study of discriminating human heart failure etiology using gene expression profiles
# of top genes | Isch vs other | IM vs other | Idio vs other | Overall | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Â | PPLS | PLS | SC | LSO | RF | PPLS | PLS | SC | LSO | RF | PPLS | PLS | SC | LSO | RF | PPLS | PLS | SC | LSO | RF |
50 | 11 | 9 | 11 | 10 | 12 | 7 | 6 | 5 | 7 | 7 | 5 | 6 | 6 | 6 | 5 | 15 | 12 | 11 | 14 | 15 |
100 | 10 | 10 | 10 | 11 | 11 | 5 | 7 | 5 | 8 | 7 | 5 | 6 | 6 | 5 | 8 | 10 | 12 | 11 | 13 | 14 |
200 | 12 | 12 | 16 | 10 | 12 | 6 | 7 | 6 | 8 | 5 | 6 | 6 | 7 | 7 | 8 | 13 | 12 | 11 | 13 | 15 |
400 | 10 | 12 | 15 | 10 | 12 | 6 | 8 | 7 | 7 | 7 | 5 | 7 | 8 | 6 | 9 | 14 | 14 | 11 | 14 | 13 |
800 | 14 | 12 | 13 | 9 | 12 | 6 | 7 | 6 | 8 | 7 | 5 | 6 | 8 | 6 | 9 | 12 | 11 | 12 | 14 | 15 |
1600 | 15 | 15 | 12 | 7 | 10 | 6 | 4 | 7 | 8 | 6 | 5 | 5 | 8 | 8 | 8 | 13 | 12 | 13 | 13 | 17 |
3200 | 11 | 11 | 11 | 10 | 11 | 7 | 7 | 7 | 8 | 8 | 5 | 5 | 5 | 8 | 8 | 14 | 11 | 14 | 15 | 15 |
6400 | 11 | 12 | 13 | 10 | 11 | 6 | 8 | 6 | 11 | 7 | 7 | 6 | 4 | 8 | 8 | 11 | 14 | 15 | 19 | 14 |
9600 | 9 | 11 | 14 | 9 | 10 | 7 | 7 | 6 | 8 | 7 | 8 | 7 | 4 | 8 | 8 | 13 | 13 | 13 | 19 | 15 |
12800 | 9 | 10 | 15 | 10 | 10 | 5 | 8 | 5 | 8 | 8 | 8 | 8 | 5 | 8 | 7 | 12 | 14 | 15 | 20 | 15 |
16000 | 13 | 12 | 15 | 10 | 9 | 8 | 6 | 5 | 8 | 7 | 9 | 7 | 5 | 8 | 7 | 14 | 12 | 14 | 20 | 17 |
19200 | 13 | 10 | 11 | 10 | 9 | 6 | 6 | 5 | 8 | 7 | 7 | 6 | 6 | 8 | 8 | 14 | 12 | 13 | 20 | 17 |
22283 | 12 | 11 | 9 | 10 | 11 | 7 | 5 | 5 | 8 | 8 | 5 | 5 | 6 | 8 | 8 | 15 | 11 | 14 | 20 | 15 |