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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 12:

Survival-mnist, censored (full results)

λ 0 1 5 10 50 100 500 1000

Log-Norm nll nll 4.337 4.377 4.433 4.483 4.602 4.682 4.914 5.151
d-cal 0.392 0.074 0.033 0.020 0.008 0.005 0.005 0.007
conc 0.902 0.873 0.829 0.794 0.728 0.696 0.628 0.573

Log-Norm s-crps nll 4.950 4.929 4.873 4.859 4.672 4.749 4.786 4.877
d-cal 0.215 0.122 0.071 0.051 0.018 0.010 0.002 9e-4
conc 0.891 0.881 0.871 0.874 0.866 0.868 0.839 0.815

Cat-ni nll 1.733 1.734 1.738 1.765 1.827 1.861 2.074 3.030
d-cal 0.018 0.014 0.008 0.004 8e-4 5e-4 5e-4 4e-4
conc 0.945 0.945 0.944 0.927 0.920 0.919 0.862 0.713

Cat-i nll 1.731 1.731 1.741 1.750 1.779 1.805 1.955 2.113
d-cal 0.007 0.006 0.003 0.002 3e-4 4e-4 4e-4 3e-4
conc 0.945 0.944 0.945 0.945 0.942 0.938 0.901 0.843

mtlr-NI nll 1.126 1.118 1.125 1.136 1.174 1.193 1.350 1.482
d-cal 0.021 0.017 0.012 0.009 0.006 0.006 0.006 0.007
conc 0.958 0.960 0.961 0.960 0.949 0.943 0.897 0.880

mtlr-I nll 1.126 1.118 1.125 1.136 1.174 1.193 1.350 1.482
d-cal 0.021 0.017 0.012 0.009 0.006 0.006 0.006 0.007
conc 0.958 0.960 0.961 0.960 0.949 0.943 0.897 0.880