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Table 6
Summary table of all the experiments.
Exp. | Model | CRPS | PIT |
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RF | 0.021 | well calibrated | |
Galaxies | MDN | 0.022 | biased |
DCMDN | 0.021 | slightly overdispersed | |
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RF | 0.187 | well calibrated | |
Quasars | MDN | 0.190 | well calibrated, few outliers |
DCMDN | 0.167 | well calibrated, few outliers | |
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RF | 0.150 | extremely overdispersed | |
Mixed | MDN | 0.150 | overdispersed and biased |
DCMDN | 0.120 | overdispersed, some outliers |
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