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Automatic readme update [ci skip]
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actions-user authored and sbfnk committed Jan 24, 2024
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Showing 1 changed file with 14 additions and 9 deletions.
23 changes: 14 additions & 9 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -167,17 +167,21 @@ example_quantile %>%
#> Some rows containing NA values may be removed. This is fine if not unexpected.
#> Some rows containing NA values may be removed. This is fine if not unexpected.
#> Some rows containing NA values may be removed. This is fine if not unexpected.
#> Warning in get_score_names(scores, error = TRUE): The following scores have
#> been previously computed, but are no longer column names of the data:
#> `interval_coverage, quantile_coverage, quantile_coverage_deviation`. See
#> `?get_score_names` for further information.
```

| model | target_type | wis | overprediction | underprediction | dispersion | bias | interval_coverage_50 | interval_coverage_90 | interval_coverage_deviation | ae_median | relative_skill | scaled_rel_skill |
|:----------------------|:------------|------:|---------------:|----------------:|-----------:|--------:|---------------------:|---------------------:|----------------------------:|----------:|---------------:|-----------------:|
| EuroCOVIDhub-baseline | Cases | 28000 | 14000.0 | 10000.0 | 4100 | 0.0980 | 0.33 | 0.82 | -0.120 | 38000 | 1.30 | 1.6 |
| EuroCOVIDhub-baseline | Deaths | 160 | 66.0 | 2.1 | 91 | 0.3400 | 0.66 | 1.00 | 0.120 | 230 | 2.30 | 3.8 |
| EuroCOVIDhub-ensemble | Cases | 18000 | 10000.0 | 4200.0 | 3700 | -0.0560 | 0.39 | 0.80 | -0.100 | 24000 | 0.82 | 1.0 |
| EuroCOVIDhub-ensemble | Deaths | 41 | 7.1 | 4.1 | 30 | 0.0730 | 0.88 | 1.00 | 0.200 | 53 | 0.60 | 1.0 |
| UMass-MechBayes | Deaths | 53 | 9.0 | 17.0 | 27 | -0.0220 | 0.46 | 0.88 | -0.025 | 78 | 0.75 | 1.3 |
| epiforecasts-EpiNow2 | Cases | 21000 | 12000.0 | 3300.0 | 5700 | -0.0790 | 0.47 | 0.79 | -0.070 | 28000 | 0.95 | 1.2 |
| epiforecasts-EpiNow2 | Deaths | 67 | 19.0 | 16.0 | 32 | -0.0051 | 0.42 | 0.91 | -0.045 | 100 | 0.98 | 1.6 |
| model | target_type | wis | overprediction | underprediction | dispersion | bias | interval_coverage_50 | interval_coverage_90 | interval_coverage_deviation | ae_median | wis_relative_skill | wis_scaled_relative_skill |
|:----------------------|:------------|------:|---------------:|----------------:|-----------:|--------:|---------------------:|---------------------:|----------------------------:|----------:|-------------------:|--------------------------:|
| EuroCOVIDhub-baseline | Cases | 28000 | 14000.0 | 10000.0 | 4100 | 0.0980 | 0.33 | 0.82 | -0.120 | 38000 | 1.30 | 1.6 |
| EuroCOVIDhub-baseline | Deaths | 160 | 66.0 | 2.1 | 91 | 0.3400 | 0.66 | 1.00 | 0.120 | 230 | 2.30 | 3.8 |
| EuroCOVIDhub-ensemble | Cases | 18000 | 10000.0 | 4200.0 | 3700 | -0.0560 | 0.39 | 0.80 | -0.100 | 24000 | 0.82 | 1.0 |
| EuroCOVIDhub-ensemble | Deaths | 41 | 7.1 | 4.1 | 30 | 0.0730 | 0.88 | 1.00 | 0.200 | 53 | 0.60 | 1.0 |
| UMass-MechBayes | Deaths | 53 | 9.0 | 17.0 | 27 | -0.0220 | 0.46 | 0.88 | -0.025 | 78 | 0.75 | 1.3 |
| epiforecasts-EpiNow2 | Cases | 21000 | 12000.0 | 3300.0 | 5700 | -0.0790 | 0.47 | 0.79 | -0.070 | 28000 | 0.95 | 1.2 |
| epiforecasts-EpiNow2 | Deaths | 67 | 19.0 | 16.0 | 32 | -0.0051 | 0.42 | 0.91 | -0.045 | 100 | 0.98 | 1.6 |

`scoringutils` contains additional functionality to transform forecasts,
to summarise scores at different levels, to visualise them, and to
Expand All @@ -200,6 +204,7 @@ example_quantile %>%
summarise_scores(by = c("model", "target_type", "scale")) %>%
head()
#> Some rows containing NA values may be removed. This is fine if not unexpected.
#> Some rows containing NA values may be removed. This is fine if not unexpected.
#> model target_type scale wis overprediction
#> 1: EuroCOVIDhub-ensemble Cases natural 11550.70664 3650.004755
#> 2: EuroCOVIDhub-baseline Cases natural 22090.45747 7702.983696
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