| Bagging | AdaBoost | MultiBoost | |||
---|---|---|---|---|---|---|
Dataset | J48 | PART | J48 | PART | J48 | PART |
CA | 92.1 (5.0) | 91.9 (5.5) | 93.1 (5.4) | 92.0 (5.9) | 92.5 (4.8) | 91.3 (6.0) |
CVD | 91.8 (4.6) | 91.1 (5.6) | 91.9 (5.0) | 90.5 (5.8) | 91.9 (5.0) | 91.6 (5.4) |
DM | 96.4 (3.6) | 96.2 (3.7) | 97.3 (3.6) | 97.0 (3.6) | 97.0 (3.3) | 96.9 (3.5) |
APO | 98.3 (3.1) | 98.3 (3.1) | 98.9 (2.5) | 98.3 (2.8) | 98.6 (2.7) | 97.9 (3.4) |
ANG | 95.3 (4.2) | 95.6 (4.2) | 96.0 (3.6) | 94.9 (4.1) | 95.1 (4.2) | 95.1 (4.3) |
MI | 94.5 (3.9) | 94.6 (3.5) | 95.4 (3.8) | 95.1 (3.9) | 94.9 (4.1) | 94.4 (3.8) |
BD | 90.7 (5.3) | 89.6 (6.3) | 91.4 (4.3) | 90.1 (6.1) | 91.2 (5.1) | 89.6 (6.1) |