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| Specificity | Sensitivity | Accuracy | NPV | Precision | ROC AUC | F0.5 | |
|---|---|---|---|---|---|---|---|
| Median | 99.78% | 70.62% | 98.61% | 98.90% | 91.37% | 98.98% | 85.10% |
| 90% quantile | 99.91% | 82.35% | 99.18% | 99.34% | 95.61% | 99.50% | 91.81% |
| 10% quantile | 99.44% | 45.17% | 97.41% | 97.97% | 73.60% | 95.85% | 64.80% |
| AdaBoost (all features) | 99.98% | 86.85% | 99.51% | 99.51% | 99.54% | 99.58% | 96.71% |
| AdaBoost (fast features) | 99.98% | 83.37% | 99.38% | 99.38% | 99.26% | 99.39% | 95.60% |
