Table 4 Performance metrics for IOS parameters in patients with asthma only. Results include random forest analysis for IOS parameters (R5%, R20, R5-20, AX, Fres, and Diff-X5), FEV1%, and clinical features (gender, smoking, age). Metrics include MDA, MDG, and their respective categories
Feature | MDA | MDG | MDA_Category | MDG_Category |
|---|---|---|---|---|
R5-20 | 29.63 | 86.82 | High | High |
AX | 22.88 | 60.68 | High | Low |
Fres | 22.08 | 68.68 | High | High |
R5% | 15.51 | 52.15 | Moderate | Low |
Gender | 14.16 | 77.86 | Moderate | High |
Smoking | 7.90 | 63.38 | Low | Moderate |
Diff-X5 | 6.91 | 56.15 | Low | Low |
Age | 4.19 | 7.66 | Low | Low |
FEV1% | 2.70 | 13.10 | Low | Low |
R20 | 0.39 | 61.05 | Low | Moderate |