Machine Learning Models for Analysis of Vital Signs Dynamics: A Case for Sepsis Onset Prediction

Table 6

Selecting optimal prediction window.

Time interval (hours)	1	2	3	4	5
AUC	0.8675	0.8639	0.8807	0.8879	0.8141

AUC: area under the ROC curve.