Fig. 8From: Predicting sepsis onset in ICU using machine learning models: a systematic review and meta-analysisTest set accuracy. The accuracy of SOFA model (n = 3) is 0.784 (0.737,0.825) The accuracy of SVM model (n = 3) is 0.804 (0.687,0.885). The accuracy of XGBoost model (n = 3) is 0.727 (0.489,0.881)Back to article page