Table 11:
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 |