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Provides an easy to use unified interface for creating validation plots for any model. The 'auditor' helps to avoid repetitive work consisting of writing code needed to create residual plots. This visualizations allow to asses and compare the goodness of fit, performance, and similarity of models.
Version: | 1.3.5 |
Depends: | R (≥ 3.5.0) |
Imports: | DALEX, ggplot2, ggrepel, grid, gridExtra, hnp, scales |
Suggests: | jsonlite, knitr, markdown, mgcv, r2d3, randomForest, rmarkdown, spelling, testthat, covr |
Published: | 2023-10-30 |
DOI: | 10.32614/CRAN.package.auditor |
Author: | Alicja Gosiewska |
Maintainer: | Alicja Gosiewska <alicjagosiewska at gmail.com> |
BugReports: | https://github.com/ModelOriented/auditor/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL] |
URL: | https://github.com/ModelOriented/auditor |
NeedsCompilation: | no |
Language: | en-US |
Citation: | auditor citation info |
Materials: | NEWS |
CRAN checks: | auditor results |
Reference manual: | auditor.pdf |
Vignettes: |
Model evaluation audit Model fit audit Model performance audit Model residuals audit Observation influence audit |
Package source: | auditor_1.3.5.tar.gz |
Windows binaries: | r-devel: auditor_1.3.5.zip, r-release: auditor_1.3.5.zip, r-oldrel: auditor_1.3.5.zip |
macOS binaries: | r-release (arm64): auditor_1.3.5.tgz, r-oldrel (arm64): auditor_1.3.5.tgz, r-release (x86_64): auditor_1.3.5.tgz, r-oldrel (x86_64): auditor_1.3.5.tgz |
Old sources: | auditor archive |
Reverse imports: | arenar, modelDown |
Reverse suggests: | DALEXtra |
Please use the canonical form https://CRAN.R-project.org/package=auditor to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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