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. Author manuscript; available in PMC: 2022 Dec 1.
Published in final edited form as: Proc IEEE Int Conf Data Min. 2021 Dec;2021:857–866. doi: 10.1109/icdm51629.2021.00097

TABLE I.

Statistics of datasets. The ratio of positive cases is shown in the round brackets. The mortality data have binary labels, and the phenotyping data have 25-dimensional multi-labels.

#Train #Validation #Test

Mortality 14,681 (13.53%) 3,222 (13.53%) 3,236 (11.56%)
Phenotyping 29,250 (16.54%) 6,371 (16.31%) 6,281 (16.53%)