auditor: Model Audit - Verification, Validation, and Error Analysis
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 [aut, cre], Przemyslaw Biecek [aut, ths], Hubert Baniecki [aut], Tomasz Mikołajczyk [aut], Michal Burdukiewicz [ctb], Szymon Maksymiuk [ctb] |
| 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 |
Documentation:
| Reference manual: | auditor.html ,auditor.pdf |
| Vignettes: | Model evaluation audit (source,R code) Model fit audit (source,R code) Model performance audit (source,R code) Model residuals audit (source,R code) Observation influence audit (source,R code) |
Downloads:
| 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 dependencies:
| Reverse imports: | arenar,modelDown |
| Reverse suggests: | DALEXtra |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=auditorto link to this page.