Table 1 LOOCV errors for three-class classification with Minnesota data: all patients.
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 | 7 | 9 | 8 | 11 | 12 | 6 | 8 | 6 | 7 | 9 | 8 | 6 | 5 | 8 | 6 | 14 | 11 | 11 | 12 | 14 |
100 | 9 | 6 | 8 | 9 | 11 | 6 | 7 | 6 | 7 | 8 | 10 | 9 | 5 | 11 | 8 | 11 | 9 | 11 | 13 | 13 |
200 | 9 | 7 | 12 | 9 | 11 | 7 | 9 | 7 | 7 | 9 | 6 | 7 | 5 | 6 | 7 | 12 | 11 | 12 | 8 | 14 |
400 | 11 | 11 | 13 | 10 | 12 | 8 | 9 | 8 | 7 | 8 | 10 | 8 | 8 | 8 | 8 | 16 | 15 | 14 | 11 | 15 |
800 | 8 | 11 | 12 | 13 | 12 | 9 | 9 | 8 | 8 | 8 | 8 | 8 | 7 | 10 | 8 | 15 | 17 | 15 | 14 | 16 |
1600 | 12 | 12 | 11 | 11 | 11 | 9 | 8 | 8 | 5 | 8 | 12 | 8 | 5 | 7 | 7 | 16 | 17 | 13 | 11 | 13 |
3200 | 10 | 12 | 9 | 15 | 10 | 9 | 9 | 7 | 6 | 7 | 9 | 7 | 5 | 10 | 8 | 14 | 14 | 14 | 14 | 13 |
6400 | 11 | 11 | 10 | 15 | 10 | 9 | 10 | 9 | 8 | 7 | 9 | 8 | 5 | 8 | 8 | 15 | 14 | 13 | 15 | 12 |
9600 | 10 | 11 | 10 | 15 | 10 | 10 | 8 | 7 | 9 | 7 | 7 | 8 | 4 | 9 | 10 | 14 | 12 | 15 | 16 | 15 |
12800 | 13 | 12 | 11 | 15 | 11 | 7 | 7 | 7 | 9 | 7 | 8 | 8 | 5 | 10 | 9 | 15 | 13 | 15 | 17 | 17 |
16000 | 13 | 12 | 13 | 15 | 10 | 8 | 7 | 10 | 9 | 7 | 8 | 8 | 5 | 10 | 9 | 15 | 13 | 14 | 17 | 16 |
19200 | 13 | 12 | 13 | 15 | 11 | 9 | 7 | 10 | 9 | 7 | 8 | 8 | 5 | 10 | 8 | 15 | 14 | 14 | 17 | 17 |
22283 | 13 | 13 | 11 | 15 | 10 | 7 | 6 | 11 | 9 | 7 | 7 | 7 | 5 | 10 | 10 | 14 | 14 | 14 | 18 | 16 |