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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 11:

Survival-mnist, uncensored (full results)

λ 0 1 5 10 50 100 500 1000

Log-Norm nll nll 4.344 4.407 4.530 4.508 4.549 4.571 5.265 5.417
d-cal 0.328 0.104 0.018 0.020 0.011 0.010 0.005 0.005
conc 0.886 0.867 0.754 0.759 0.725 0.713 0.541 0.509

Log-Norm s-crps nll 4.983 4.940 4.853 4.759 4.714 4.673 4.852 5.118
d-cal 0.212 0.132 0.081 0.059 0.020 0.007 0.003 0.003
conc 0.889 0.878 0.866 0.861 0.873 0.873 0.820 0.798

Cat-ni nll 1.726 1.730 1.737 1.755 1.824 1.860 2.076 3.073
d-cal 0.019 0.013 0.008 0.005 9e-4 9e-4 6e-4 3e-4
conc 0.945 0.945 0.945 0.937 0.921 0.916 0.854 0.690

Cat-i nll 1.726 1.731 1.735 1.741 1.782 1.809 1.953 2.157
d-cal 0.007 0.005 0.003 0.002 6e-4 3e-4 4e-4 3e-4
conc 0.945 0.945 0.945 0.945 0.940 0.937 0.897 0.830

mtlr-ni nll 1.747 1.745 1.749 1.772 1.832 1.850 2.075 2.419
d-cal 0.018 0.014 0.008 0.004 0.001 0.001 8e-4 0.002
conc 0.944 0.945 0.945 0.944 0.934 0.934 0.870 0.808

mtlr-i nll 1.746 1.746 1.752 1.756 1.779 1.802 1.975 2.560
d-cal 0.005 0.004 0.003 0.002 5e-4 4e-4 8e-4 0.001
conc 0.944 0.944 0.945 0.944 0.941 0.936 0.886 0.806