Method | Mean AUC (SD) | P value |
---|---|---|
SAPS-II | 0.794 (0.017) | \(<0.01\) |
LODS | 0.757 (0.016) | \(<0.01\) |
SOFA | 0.743 (0.020) | \(<0.01\) |
qSOFA | 0.56 (0.018) | \(<0.01\) |
SIRS | 0.564 (0.018) | \(<0.01\) |
SVM | 0.675 (0.015) | \(<0.01\) |
Random Forest | 0.687 (0.017) | \(<0.01\) |
LASSO | 0.766 (0.018) | \(<0.01\) |
Ridge regression | 0.765 (0.017) | \(<0.01\) |
Logistic regression | 0.765 (0.018) | \(<0.01\) |
Rule-based | 0.781 (0.018) | - |