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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 2:

Survival-mnist, censored

λ 0 1 10 100 500 1000

Log-Norm nll nll 4.337 4.377 4.483 4.682 4.914 5.151
d-cal 0.392 0.074 0.020 0.005 0.005 0.007
conc 0.902 0.873 0.794 0.696 0.628 0.573

Log-Norm s-crps nll 4.950 4.929 4.859 4.749 4.786 4.877
d-cal 0.215 0.122 0.051 0.010 0.002 9e-4
conc 0.891 0.881 0.874 0.868 0.839 0.815

Cat-ni nll 1.733 1.734 1.765 1.861 2.074 3.030
d-cal 0.018 0.014 0.004 5e-4 5e-4 4e-4
conc 0.945 0.945 0.927 0.919 0.862 0.713