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Table 5 Stabilities for the EBD and FI discretization methods

From: Application of an efficient Bayesian discretization method to biomedical data

Dataset

EBD

FI

1

0.83

0.80

2

0.84

0.84

3

0.68

0.67

4

0.82

0.84

5

0.54

0.50

6

0.79

0.80

7

0.81

0.79

8

0.58

0.55

9

0.84

0.82

10

0.83

0.81

11

0.80

0.75

12

0.50

0.50

13

0.76

0.78

14

0.53

0.53

15

0.65

0.59

16

0.80

0.79

17

0.81

0.75

18

0.76

0.82

19

0.75

0.69

20

0.88

0.84

21

0.60

0.42

22

0.86

0.85

23

0.89

0.94

24

0.59

0.61

Average

0.74

0.72

  1. The mean stability for each dataset is obtained by 10 × 10 cross-validation. For each dataset, the higher stability value is shown in bold font and equal stability values are underlined.
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BMC Bioinformatics

ISSN: 1471-2105

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