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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.