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

Table 5

Selecting optimal data collection interval.

Time interval (hours)	1	2	3	4	5	6	7	8
AUC	0.6742	0.767	0.8184	0.8387	0.8266	0.8415	0.849	0.8879

AUC—area under ROC curve.