Table 2 Fivefold CV comparison of classifiers
Classifier | Sensitivity on CV (%) | Specificity on CV (%) | Stability on class 1 (%) | Stability on class 0 (%) |
|---|---|---|---|---|
KDE | 90.4 (±0.8) | 91.1 (±3.4) | 89.8 (±2.9) | 97.3 (±1.3) |
Random Forest | 89.6 (±2.3) | 92.7 (±1.6) | 87.3 (±7.3) | 97.7 (±1.3) |
Robust GP | 87.7 (±2) | 94.8 (±2.2) | 85.3 (±0) | 99.3 (±0.5) |