Table 4 Performance of bagged J48 on all categories.
Dataset | F-Measure | Precision | Recall | Accuracy |
|---|---|---|---|---|
CA | 92.1 (5.0) | 86.8 (8.1) | 98.7 (3.5) | 91.3 (5.9) |
CVD | 91.8 (4.6) | 87.2 (7.4) | 97.5 (5.1) | 91.2 (5.2) |
DM | 96.4 (3.6) | 94.4 (6.1) | 98.7 (3.1) | 96.2 (3.9) |
APO | 98.3 (3.1) | 96.9 (5.7) | 100 (0.0) | 98.2 (3.5) |
ANG | 95.3 (4.2) | 94.2 (6.1) | 96.8 (4.7) | 95.2 (4.3) |
MI | 94.5 (3.9) | 91.3 (6.5) | 98.3 (3.6) | 94.2 (4.3) |
BD | 90.7 (5.3) | 86.8 (7.5) | 95.6 (6.5) | 90.1 (5.8) |