Table 3.
Model | Accuracy | F1 score | Precision | Recall | Specificity |
---|---|---|---|---|---|
POSPOM | 0.861 (0.851–0.869) | 0.047 (0.021–0.078) | 0.026 (0.012–0.045) | 0.201 (0.097–0.318) | 0.872 (0.864–0.881) |
Charlson comorbidity | 0.895 (0.885–0.904) | 0.112 (0.064–0.165) | 0.065 (0.037–0.098) | 0.390 (0.240–0.538) | 0.904 (0.895–0.913) |
ASA status | 0.897 (0.889–0.906) | 0.160 (0.110–0.222) | 0.093 (0.061–0.133) | 0.587 (0.472–0.709) | 0.903 (0.895–0.911) |
Preop features | 0.985 (0.981–0.988) | 0.275 (0.115–0.446) | 0.610 (0.333–0.814) | 0.179 (0.069–0.315) | 0.998 (0.997–0.999) |
Preop features+ASA status | 0.984 (0.980–0.988) | 0.284 (0.119–0.464) | 0.590 (0.333–0.810) | 0.189 (0.074–0.329) | 0.998 (0.997–0.999) |
Preop+surrogate-ASA | 0.984 (0.980–0.988) | 0.280 (0.125–0.452) | 0.541 (0.294–0.750) | 0.191 (0.078–0.331) | 0.997 (0.996–0.998) |
Preop+ASA status, w/o lab times | 0.982 (0.977–0.986) | 0.302 (0.172–0.449) | 0.420 (0.245–0.615) | 0.239 (0.127–0.379) | 0.994 (0.992–0.997) |
Preop+surrogate-ASA status, w/o lab times | 0.980 (0.976–0.985) | 0.258 (0.127–0.412) | 0.358 (0.180–0.551) | 0.204 (0.094–0.342) | 0.994 (0.992–0.996) |