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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
  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