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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 14:

The Cancer Genome Atlas, glioma (full results)

λ 0 1 5 10 50 100 500 1000

Weibull nll 4.436 4.390 4.313 4.292 4.441 4.498 4.475 4.528
d-cal 0.035 0.028 0.014 0.009 0.003 0.003 0.004 0.007
conc 0.788 0.785 0.781 0.777 0.731 0.702 0.608 0.575

Log-Norm nll nll 14.187 6.585 4.841 4.639 4.181 4.181 4.403 4.510
d-cal 0.059 0.024 0.012 0.010 0.003 0.003 0.002 0.004
conc 0.657 0.632 0.673 0.703 0.778 0.805 0.474 0.387

Log-Norm s-crps nll 5.784 5.801 5.731 5.698 5.047 4.892 4.750 4.712
d-cal 0.258 0.2585 0.257 0.252 0.100 0.0702 0.044 0.025
conc 0.798 0.798 0.798 0.810 0.568 0.507 0.420 0.363

Cat-ni nll 1.718 1.742 1.746 1.758 1.800 1.799 1.810 1.826
d-cal 0.008 0.003 0.002 0.002 0.003 0.003 0.003 0.002
conc 0.781 0.771 0.775 0.775 0.765 0.765 0.758 0.748

Cat-i nll 1.711 1.718 1.733 1.726 1.743 1.787 1.781 1.789
d-cal 0.003 0.001 8e-4 0.001 0.002 0.002 0.002 0.002
conc 0.778 0.779 0.780 0.798 0.804 0.803 0.806 0.802

mtlr-NI nll 1.624 1.620 1.636 1.636 1.666 1.658 1.748 1.758
d-cal 0.009 0.007 0.007 0.005 0.003 0.003 0.002 0.002
conc 0.828 0.829 0.822 0.824 0.814 0.818 0.788 0.763

mtlr-I nll 1.616 1.626 1.612 1.612 1.632 1.640 1.636 1.753
d-cal 0.003 0.003 0.002 0.001 0.001 0.001 9e-4 0.001
conc 0.827 0.825 0.831 0.829 0.824 0.823 0.825 0.783