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Table 4 Reliability of the trained model

From: Building gene expression profile classifiers with a simple and efficient rejection option in R

  G 3 G 4 G 5 G 6
  acc f acc f acc f acc f
RF+Rule 0.68 0.21 0.72 0.23 0.72 0.29 0.70 0.24
N-NET+Rule 0.54 0.40 0.65 0.40 0.65 0.40 0.58 0.40
k-NN+Rule 0.56 0.40 0.58 0.37 0.51 0.38 0.57 0.41
  1. The value of the objective function is used as an indicator of the reliability of the trained model.