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. 2018 Apr 16;2017:1571–1580.

Table 3:

AUROC scores for the admission-based sub-sampling experiment. All Samples corresponds to a multiple prediction admission-based model. Median sample is a sub-sampling (based on the median number of days in an admission) of All Samples. Both are evaluated on a test set that uses time of admission as the reference point.

Sampling Scheme Mean (STD) AUROC
Median Sample .900 (.003)
All Samples .882 (.005)