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. 2019 Dec 13;4(2):112–137. doi: 10.1007/s41666-019-00062-3

Table 2.

Fraction of features with weight ≈ 0. Here, the average and standard deviation over 10 phenotypes is reported for phenotyping task

Series task Series LR Series HN-LR-1 Series HN-LR-2
Phenotyping 0.902 ± 0.023 0.955 ± 0.020 0.974 ± 0.011
In-hospital mortality 0.917 0.787 0.867