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Table 5 LOOCV errors for three-class classification with PGA data: all patients.

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

# of top genes Normal vs other Isch 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 0 0 0 0 0 3 1 2 2 1 5 1 5 1 2 2 1 1 1 1
100 0 0 0 0 0 4 2 3 1 2 3 1 3 1 1 1 1 1 1 1
200 0 0 0 1 0 5 1 2 1 2 2 2 2 2 1 1 1 1 2 1
400 0 0 0 0 0 3 1 2 4 2 2 1 2 2 2 2 1 1 2 1
800 0 0 0 0 0 3 1 2 1 2 2 1 2 2 2 2 1 1 1 1
1600 0 0 1 0 0 2 1 2 1 2 2 2 2 2 2 2 1 1 2 1
3200 0 0 2 0 0 3 2 2 2 2 2 3 3 2 2 2 2 1 2 1
6400 0 0 2 0 0 3 2 2 1 2 2 2 3 2 2 2 2 2 2 1
9600 0 0 0 0 0 2 1 2 1 2 3 2 2 2 2 2 1 1 2 1
12800 0 0 0 0 0 3 1 2 1 2 3 2 2 2 2 1 1 1 2 1
16000 0 0 0 0 0 2 1 2 1 2 3 2 2 2 2 1 1 1 2 1
19200 0 0 0 0 0 2 1 2 1 2 2 1 2 2 2 1 1 1 2 1
22277 0 0 0 0 0 2 1 2 1 2 2 1 2 2 2 1 1 1 2 1