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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