Table 7 The results of tukey’s HSD test.

From: Integrating image processing with deep convolutional neural networks for gene selection and cancer classification using microarray data

Pairwise

comparisons

(Method1 : Method2)

Q.05 = 4.242    Q.01 = 5.302

Accuracy

difference

Precision

difference

Recall

difference

F1

difference

AUC

difference

GONF : GAN

Q = 16.20

(p = .00000)

Q = 7.75

(p = .00005)

Q = 41.36

(p = .00000)

Q = 20.20

(p = .00000)

Q = 26.93

(p = .00000)

GONF : AEDNN

Q = 15.20

(p = .00000)

Q = 2.55

(p = .37817)*

Q = 45.55

(p = .00000)

Q = 18.07

(p = .00000)

Q = 30. 80

(p = .00000)

GONF : CNN

Q = 11.27

(p = .00000)

Q = 0.58

(p = .99626)*

Q = 1.86

(p =. 00000)

Q = 0.89

(p = .98175)*

Q = 11.10

(p = .00000)

  1. * Non-significant difference.
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