Table 3 Results of ablation study
Features | Accuracy (%) | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) |
|---|---|---|---|---|---|
EAH | 55.8 | 54.4 | 58.1 | 68.3 | 43.4 |
PAH | 61.2 | 53.4 | 74.2 | 77.5 | 48.9 |
NAH | 71.5 | 72.8 | 69.4 | 79.8 | 60.6 |
ENA | 75.8 | 72.8 | 80.6 | 86.2 | 64.1 |
PAH + EAH | 70.9 | 63.1 | 83.9 | 86.7 | 57.8 |
NAH + PAH | 73.9 | 71.8 | 77.4 | 84.1 | 62.3 |
ENA + PAH | 77.0 | 74.8 | 80.6 | 86.5 | 65.8 |
NAH + ENA | 77.0 | 74.8 | 80.6 | 86.5 | 65.8 |
NAH + EAH | 79.4 | 78.6 | 80.6 | 87.1 | 69.4 |
ENA + EAH | 80.0 | 78.6 | 82.3 | 88.0 | 69.9 |
NAH + PAH + EAH | 78.2 | 77.7 | 79.0 | 86.0 | 68.1 |
NAH + ENA + EAH | 78.8 | 76.7 | 82.3 | 87.8 | 68.0 |
ENA + PAH + EAH | 78.8 | 74.8 | 85.5 | 89.5 | 67.1 |
NAH + ENA + PAH | 80.0 | 79.6 | 80.6 | 87.2 | 70.4 |
All Features | 76.4 | 72.8 | 82.3 | 87.2 | 64.6 |
NAH + ENA + PAH + EAH | 82.4 | 80.6 | 85.5 | 90.2 | 72.6 |