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. Author manuscript; available in PMC: 2021 May 19.
Published in final edited form as: Adv Neural Inf Process Syst. 2020 Dec;33:18296–18307.

Table 13:

mimic-iii length of stay (full results)

λ 0 1 5 10 50 100 500 1000

Log-Norm s-crps d-cal 0.860 0.639 0.210 0.155 0.066 0.046 0.009 0.005
conc 0.625 0.639 0.577 0.575 0.558 0.555 0.528 0.506

Cat-ni nll 3.142 3.177 3.101 3.167 3.086 3.088 3.448 3.665
d-cal 0.002 0.002 0.002 0.001 3e-4 2e-4 1e-4 1e-4
conc 0.702 0.700 0.701 0.699 0.695 0.690 0.642 0.627

Cat-i nll 3.142 3.075 3.157 3.073 3.002 3.073 3.364 3.708
d-cal 4-e4 3e-4 3e-4 3e-4 4e-4 1e-4 5e-5 4e-5
conc 0.702 0.702 0.701 0.702 0.698 0.695 0.638 0.627