Predictive factors selection for the risk of sepsis in AP patients
sepsis
REGRESSION, SEPSIS
After LASSO regression selection with 5-fold cross-validation via minimum criteria, 13 variables remain as the predictive factors for the risk of sepsis in AP patients: age, insurance, vasopressors, mechanical ventilation, GCS, heart rate, respiratory rate, temperature, SpO
The loss curves for the MSE loss with different Lambda
The SHAP plot of the relationship between the value of features and their impact on the model prediction