Variable importance
AKI, APSIII
The RFE algorithm selected the following 8 important predictors: APSIII, SOFA, INR, TBIL, albumin, BUN, AKI and mechanical ventilation. All 8 variables were used in subsequent analyses for all models in both the training and testing sets.