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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.