TABLE IV.
Average TPR and FPR for each feature combination.
| Feature combination | normal | COPD | Cohort asbestosis | IPF/sarcoidosis | asthma | overall average | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TPR | FPR | TPR | FPR | TPR | FPR | TPR | FPR | TPR | FPR | TPR | FPR | |
| GRY | 94.43% | 1.98% | 85.51% | 6.50% | 82.93% | 2.45% | 80.17% | 40.50% | 77.13% | 15.13% | 84.03% | 13.31% |
| TDF | 94.42% | 2.62% | 94.32% | 4.42% | 94.31% | 3.87% | 89.59% | 23.70% | 94.07% | 4.63% | 93.34% | 7.85% |
| STR | 93.18% | 1.96% | 92.13% | 2.55% | 87.43% | 1.96% | 84.71% | 10.08% | 91.38% | 3.29% | 89.77% | 3.97% |
| GRY+TDF | 95.66% | 0.74% | 92.26% | 1.99% | 90.68% | 1.42% | 83.52% | 14.87% | 88.45% | 4.75% | 90.12% | 4.75% |
| GRY+STR | 93.74% | 0.25% | 88.94% | 0.33% | 85.48% | 0.28% | 81.78% | 2.78% | 84.77% | 0.45% | 86.94% | 0.82% |
| TDF+STR | 96.51% | 1.53% | 96.23% | 2.27% | 96.36% | 2.27% | 92.87% | 18.18% | 97.26% | 3.50% | 95.84% | 5.55% |
| ALL | 96.17% | 0.25% | 92.72% | 0.43% | 91.05% | 0.29% | 87.80% | 3.65% | 91.27% | 0.40% | 91.80% | 1.00% |