Table 6 Performance metrics for IOS parameters in patients with other lung 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 | 17.72 | 19.27 | High | Moderate |
AX | 12.13 | 19.68 | High | High |
Fres | 10.84 | 19.85 | High | High |
R5% | 9.49 | 18.64 | Moderate | Moderate |
Gender | 7.00 | 4.01 | Moderate | High |
Smoking | 1.47 | 3.60 | Low | Low |
Diff-X5 | 1.34 | 13.14 | Low | Low |
Age | 0.53 | 15.46 | Low | Low |
FEV1% | -2.37 | 14.13 | Low | Low |
R20 | -3.73 | 13.06 | Low | Low |