Method | AUC | p value |
---|---|---|
SAPS-I | 0.612 | \(< 0.01\) |
SOFA | 0.584 | \(< 0.01\) |
qSOFA | 0.502 | \(< 0.01\) |
SIRS | 0.505 | \(< 0.01\) |
SVM | 0.716 | 0.014 |
Random Forest | 0.532 | \(< 0.01\) |
LASSO | 0.711 | \(< 0.01\) |
Ridge regression | 0.709 | 0.021 |
Logistic regression | 0.707 | 0.017 |
Rule-based | 0.788 | – |