From: Application of an efficient Bayesian discretization method to biomedical data
Mean fraction of predictors with 1 interval | Mean # of intervals per predictor with >1 interval | Mean # of intervals per predictor | ||||
---|---|---|---|---|---|---|
Dataset | EBD | FI | EBD | FI | EBD | FI |
1 | 0.81 | 0.84 | 2.02 | 2.01 | 1.15 | 1.16 |
2 | 0.47 | 0.61 | 2.06 | 2.04 | 1.48 | 1.41 |
3 | 0.91 | 0.96 | 2.02 | 2.01 | 1.05 | 1.04 |
4 | 0.18 | 0.28 | 2.20 | 2.16 | 1.91 | 1.84 |
5 | 0.97 | 0.99 | 2.03 | 2.04 | 1.01 | 1.01 |
6 | 0.87 | 0.89 | 2.01 | 2.01 | 1.13 | 1.11 |
7 | 0.82 | 0.86 | 2.02 | 2.01 | 1.13 | 1.14 |
8 | 0.97 | 0.98 | 2.02 | 2.02 | 1.01 | 1.02 |
9 | 0.54 | 0.76 | 2.11 | 2.12 | 1.42 | 1.27 |
10 | 0.38 | 0.65 | 2.06 | 2.06 | 1.53 | 1.37 |
11 | 0.51 | 0.77 | 2.06 | 2.10 | 1.41 | 1.25 |
12 | 0.98 | 0.99 | 2.02 | 2.02 | 1.01 | 1.01 |
13 | 0.05 | 0.90 | 2.57 | 2.10 | 2.39 | 1.11 |
14 | 0.98 | 0.99 | 2.03 | 2.02 | 1.01 | 1.01 |
15 | 0.70 | 0.98 | 2.08 | 2.12 | 1.20 | 1.02 |
16 | 0.75 | 0.87 | 2.01 | 2.01 | 1.12 | 1.13 |
17 | 0.76 | 0.85 | 2.04 | 2.04 | 1.16 | 1.16 |
18 | 0.17 | 0.78 | 2.31 | 2.13 | 1.99 | 1.25 |
19 | 0.87 | 0.94 | 2.05 | 2.02 | 1.06 | 1.06 |
20 | 0.81 | 0.85 | 2.02 | 2.10 | 1.15 | 1.17 |
21 | 0.97 | 0.99 | 2.01 | 2.02 | 1.01 | 1.01 |
22 | 0.82 | 0.84 | 2.14 | 2.14 | 1.16 | 1.18 |
23 | 0.93 | 0.97 | 2.01 | 2.02 | 1.05 | 1.03 |
24 | 0.92 | 0.95 | 2.06 | 2.02 | 1.04 | 1.05 |
Average | 0.76 | 0.85 | 2.08 | 2.06 | 1.27 | 1.16 |