Table 4. Sensitivity, specificity, positive predictive value, negative predictive value, and diagnostic odds ratio of algorithm set E.
Algorithm No. | TP | FN | Weighted FP | (Net FP) | Weighted TN | (Net TN) | Sensitivity | (95% CI) | Specificity | (95% CI) | PPV | (95% CI) | NPV | (95% CI) | DOR | (95% CI) |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
E0279 | 10 | 3 | 14.72 | (1) | 1457.28 | (99) | 76.9 | (49.7–91.8) | 99.0 | (98.4–99.4) | 40.5 | (23.7–59.8) | 99.8 | (99.4–99.9) | 330.00 | (82.31–1323.06) |
E0591 | 10 | 3 | 14.72 | (1) | 1457.28 | (99) | 76.9 | (49.7–91.8) | 99.0 | (98.4–99.4) | 40.5 | (23.7–59.8) | 99.8 | (99.4–99.9) | 330.00 | (82.31–1323.06) |
E0624 | 11 | 2 | 14.72 | (1) | 1457.28 | (99) | 84.6 | (57.8–95.7) | 99.0 | (98.4–99.4) | 42.8 | (25.9–61.6) | 99.9 | (99.5–100.0) | 544.50 | (110.85–2674.68) |
E0720 | 10 | 3 | 14.72 | (1) | 1457.28 | (99) | 76.9 | (49.7–91.8) | 99.0 | (98.4–99.4) | 40.5 | (23.7–59.8) | 99.8 | (99.4–99.9) | 330.00 | (82.31–1323.06) |
TP, true positive; FP, false positive; TN, true negative; FN, false negative; PPV, positive predictive value; NPV, negative predictive value; DOR, diagnostic odds ratio.
Only algorithms with the same or higher performance than Algorithm D02 are shown.