scoringutils: Utilities for Scoring and Assessing Predictions
Facilitate the evaluation of forecasts in a convenient framework based on data.table. It allows user to to check their forecasts and diagnose issues, to visualise forecasts and missing data, to transform data before scoring, to handle missing forecasts, to aggregate scores, and to visualise the results of the evaluation. The package mostly focuses on the evaluation of probabilistic forecasts and allows evaluating several different forecast types and input formats. Find more information about the package in the Vignettes as well as in the accompanying paper, <doi:10.48550/arXiv.2205.07090>.
| Version: | 2.0.0 |
| Depends: | R (≥ 4.0) |
| Imports: | checkmate, cli, data.table, ggplot2 (≥ 3.4.0), methods, Metrics, purrr, scoringRules, stats |
| Suggests: | ggdist, kableExtra, knitr, magrittr, rmarkdown, testthat (≥ 3.1.9), vdiffr |
| Published: | 2024-10-31 |
| DOI: | 10.32614/CRAN.package.scoringutils |
| Author: | Nikos Bosse  [aut,
cre],
Sam Abbott [aut],
Hugo Gruson [aut],
Johannes Bracher
[ctb],
Toshiaki Asakura
[ctb],
James Mba Azam
[ctb],
Sebastian Funk [aut],
Michael Chirico
[ctb] |
| Maintainer: | Nikos Bosse <nikosbosse at gmail.com> |
| BugReports: | https://github.com/epiforecasts/scoringutils/issues |
| License: | MIT + file LICENSE |
| URL: | https://doi.org/10.48550/arXiv.2205.07090, https://epiforecasts.io/scoringutils/, https://github.com/epiforecasts/scoringutils |
| NeedsCompilation: | no |
| Language: | en-GB |
| Citation: | scoringutils citation info |
| Materials: | README NEWS |
| In views: | TimeSeries |
| CRAN checks: | scoringutils results |
Documentation:
| Reference manual: | scoringutils.pdf |
| Vignettes: |
Deprecated functions (source, R code) Deprecated Visualisations (source, R code) Scoring rules in 'scoringutils' (source, R code) |
Downloads:
| Package source: | scoringutils_2.0.0.tar.gz |
| Windows binaries: | r-devel: scoringutils_1.2.2.zip, r-release: scoringutils_2.0.0.zip, r-oldrel: scoringutils_2.0.0.zip |
| macOS binaries: | r-release (arm64): scoringutils_2.0.0.tgz, r-oldrel (arm64): scoringutils_2.0.0.tgz, r-release (x86_64): scoringutils_2.0.0.tgz, r-oldrel (x86_64): scoringutils_2.0.0.tgz |
| Old sources: | scoringutils archive |
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