From: An 8-gene machine learning model improves clinical prediction of severe dengue progression
Sensitivity % | Specificity % | LR+ | LR− | PPV % | NPV % | NNP | |
---|---|---|---|---|---|---|---|
8-gene XGBoost model | 86.4 (68.2–100.0) | 79.7 (75.5–83.9) | 4.3 (3.2–5.5) | 0.2 (0.01–0.4) | 20.9 (16.7–25.6) | 99.0 (97.7–100.0) | 5.0 (4.0–6.8) |
Warning signs | 77.3 (58.3–94.1) | 39.7 (34.7–44.9) | 1.3 (0.9–1.6) | 0.6 (0.2–1.1) | 7.4 (4.3–10.9) | 96.6 (93.3–99.3) | 25.4 (NA–185.6) |