Research Article

[Retracted] A Machine Learning Model for Early Prediction and Detection of Sepsis in Intensive Care Unit Patients

Table 2

Various existing and proposed models with AUC.

S. no.MethodsDatasetsAUC

1Proposed ensemble model (of SVM, RF, NB, LR, and XGBoost)Skaraborg Hospital0.96
2Chaudhary et al. (XGBoost) [22]Skaraborg Hospital0.95
3Mitra and Ashraf [23]Clinical notes0.94
4Desautels et al. [24]MIMIC-III0.89
5Onan et al. [25]MIMIC-III0.74