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Table 3 LOOCV errors for two-class classification with Minnesota data: ischemic vs idio-pathic.

From: A comparative study of discriminating human heart failure etiology using gene expression profiles

# 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