Table 1.
The sequential organ failure assessment score structure.
Table 2.
Gastrointestinal failure score, adapted from Reintam et al. [17].
Table 3.
Score scaling on all three variables.
Table 4.
Support Vector Machines (SVMs) results.
Fig 1.
A comparison of classifiers on ROC curve.
The Received-Operator Curves (ROCs) of three different classifiers are presented. All three methods (logistic regression, SVM with a polynomial kernel and ANN) produced similar curves, all above 0.9 which is considered highly accurate for classification, with only minute differences between them.
Table 5.
Full results comparison (without GI parameter).
Table 6.
Performance of all inspected inputs (with GIF).