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. | Methods | Datasets | AUC |
| 1 | Proposed ensemble model (of SVM, RF, NB, LR, and XGBoost) | Skaraborg Hospital | 0.96 | 2 | Chaudhary et al. (XGBoost) [22] | Skaraborg Hospital | 0.95 | 3 | Mitra and Ashraf [23] | Clinical notes | 0.94 | 4 | Desautels et al. [24] | MIMIC-III | 0.89 | 5 | Onan et al. [25] | MIMIC-III | 0.74 |
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