Algorithm | Set 3 | ||
---|---|---|---|
Features | Age, BMI, and BCAA | ||
Health impairment | Metabolic | Vascular | Renal |
Accuracy (%) | 84.2 (83.6 – 84.7) | 71.8 (71.1 – 72.4) | 88.3 (87.8 – 88.9) |
Sensitivity (%) | 80.1 (79.2 – 81.0) | 68.7 (67.6 – 69.8) | 85.2 (84.0 – 86.5) |
Specificity (%) | 87.4 (86.5 – 88.3) | 75.0 (73.9 – 76.1) | 90.8 (90.0 – 91.6) |
Positive likelihood ratio | 8.04 (7.35 – 8.73) | 3.13 (2.90 – 3.35) | 11.6 (10.7 – 12.5) |
Negative likelihood ratio | 0.23 (0.22 – 0.24) | 0.42 (0.40 – 0.43) | 0.16 (0.15 – 0.17) |
Positive predictive value (%) | 84.2 (83.3 – 85.1) | 74.8 (74.0 – 75.6) | 88.5 (87.6 – 89.3) |
Negative predictive value (%) | 84.8 (84.3 – 85.4) | 69.8 (69.1– 70.5) | 89.3 (88.5 – 90.1) |
F-measure | 0.82 (0.81 – 0.82) | 0.71 (0.71 – 0.72) | 0.86 (0.86 – 0.87) |
Diagnostic odds ratio | 27.9 (25.2 – 30.6) | 6.6 (6.1 – 7.1) | 56.8 (51.1 – 62.5) |
Diagnostic performance data are reported as mean (95% CI) of 100 times repeated 2-fold validation experiments.