Table 7 Performance metrics for IOS parameters in patients with non-lung disease conditions. 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 | 20.29 | 33.56 | High | High |
AX | 17.34 | 46.86 | High | High |
Fres | 13.50 | 42.25 | High | High |
R5% | 12.66 | 35.00 | Moderate | Moderate |
Gender | 11.94 | 36.98 | Moderate | Low |
Smoking | 3.90 | 9.46 | Low | Low |
Diff-X5 | 2.91 | 26.51 | Low | Low |
Age | 2.50 | 7.16 | Low | Moderate |
FEV1% | 1.78 | 28.18 | Low | Low |
R20 | -0.53 | 33.40 | Low | Low |