Provides weighted versions of several metrics and performance measures used in machine learning, including average unit deviances of the Bernoulli, Tweedie, Poisson, and Gamma distributions, see Jorgensen B. (1997, ISBN: 978-0412997112). The package also contains a weighted version of generalized R-squared, see e.g. Cohen, J. et al. (2002, ISBN: 978-0805822236). Furthermore, 'dplyr' chains are supported.
| Version: | 1.0.3 |
| Depends: | R (≥ 3.1.0) |
| Imports: | graphics, stats |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2023-11-16 |
| DOI: | 10.32614/CRAN.package.MetricsWeighted |
| Author: | Michael Mayer [aut, cre], Christian Lorentzen [ctb] |
| Maintainer: | Michael Mayer <mayermichael79 at gmail.com> |
| BugReports: | https://github.com/mayer79/MetricsWeighted/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/mayer79/MetricsWeighted |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | MetricsWeighted results |
| Reference manual: | MetricsWeighted.pdf |
| Vignettes: |
MetricsWeighted |
| Package source: | MetricsWeighted_1.0.3.tar.gz |
| Windows binaries: | r-devel: MetricsWeighted_1.0.3.zip, r-release: MetricsWeighted_1.0.3.zip, r-oldrel: MetricsWeighted_1.0.3.zip |
| macOS binaries: | r-release (arm64): MetricsWeighted_1.0.3.tgz, r-oldrel (arm64): MetricsWeighted_1.0.3.tgz, r-release (x86_64): MetricsWeighted_1.0.3.tgz, r-oldrel (x86_64): MetricsWeighted_1.0.3.tgz |
| Old sources: | MetricsWeighted archive |
| Reverse imports: | flashlight, poolABC, tidyrules |
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