Table 5.
Dataset name | BART.m | BART.i | RF.i |
---|---|---|---|
Breast Cancer Wisconsin | 96.74 ± 0.20 | 96.44 ± 0.18 | 97.06 ± 0.21 |
Chronic kidney disease | 99.76 ± 0.21 | 97.32 ± 0.43 | 99.51 ± 0.15 |
Congressional voting records | 95.86 ± 0.30 | 95.90 ± 0.27 | 95.92 ± 0.30 |
Credit approval | 86.40 ± 0.40 | 86.50 ± 0.37 | 86.85 ± 0.49 |
Cylinder bands | 78.83 ± 0.85 | 79.08 ± 0.83 | 84.46 ± 0.76 |
Heart disease—Hungarian | 83.95 ± 0.54 | 78.47 ± 1.78 | 78.76 ± 1.63 |
Hepatitis | 83.53 ± 1.11 | 86.22 ± 0.97 | 87.00 ± 1.20 |
Horse colic | 84.69 ± 0.57 | 83.50 ± 0.78 | 83.15 ± 0.98 |
Mammographic mass | 83.40 ± 0.30 | 82.82 ± 0.34 | 81.48 ± 0.52 |
Ozone level detection | 97.10 ± 0.02 | 97.10 ± 0.05 | 96.97 ± 0.04 |