Table 3

LOOCV errors for two-class classification with Minnesota data: ischemic vs idio-pathic.
# of top genes
 All (23 samples)
 Males (16 samples)


PPLS
 PLS
 SC
 LASSO
 RF
 PPLS
 PLS
 SC
 LASSO
 RF
50
 10
 6
 5
 6
 6
 10
 9
 11
 8
 11
100
 7
 7
 5
 7
 6
 10
 9
 11
 11
 12
200
 9
 9
 7
 11
 6
 9
 9
 11
 11
 9
400
 6
 8
 7
 11
 8
 9
 9
 8
 12
 9
800
 6
 9
 8
 4
 7
 10
 10
 9
 12
 10
1600
 5
 8
 8
 8
 8
 10
 10
 9
 12
 10
3200
 9
 10
 9
 8
 10
 8
 8
 10
 12
 9
6400
 7
 7
 9
 8
 9
 6
 6
 10
 12
 9
9600
 9
 8
 8
 7
 8
 6
 6
 10
 12
 8
12800
 8
 8
 8
 8
 11
 6
 6
 10
 12
 10
16000
 8
 7
 7
 8
 9
 7
 6
 10
 12
 11
19200
 11
 8
 6
 7
 11
 8
 7
 9
 12
 9
22283
 9
 10
 5
 7
 9
 8
 8
 9
 12
 7

Huang et al. BMC Bioinformatics 2005 6:205   doi:10.1186/1471-2105-6-205