Table 9 Class-specific performance on HeartWave (9 Classes, 5-Fold CV).
Class | Precision (%) | Recall (%) | F1 (%) | Support |
|---|---|---|---|---|
Normal | 97.5 | 98.3 | 97.9 | 401 |
Aortic stenosis | 95.1 | 96.0 | 95.5 | 90 |
Mitral regurgitation | 94.2 | 95.1 | 94.6 | 110 |
Pulmonary stenosis | 93.6 | 91.8 | 92.7 | 54 |
Hypertrophic cardiomyopathy | 92.2 | 90.0 | 91.1 | 48 |
Other valvular issues | 93.5 | 91.2 | 92.3 | 72 |
Congenital anomalies | 92.6 | 90.4 | 91.5 | 35 |
Extra heart sounds | 96.1 | 94.3 | 95.2 | 78 |
Miscellaneous rare | 91.0 | 89.5 | 90.2 | 65 |
Macro average | 94.0 | 93.7 | 93.8 | 1,353 |
