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: 1.0.0
Depends: R (≥ 3.0.0)
Imports: DALEX, ggplot2, ggrepel, grid, gridExtra, hnp, scales
Suggests: e1071, jsonlite, knitr, mgcv, r2d3, randomForest, rmarkdown, testthat
Published: 2019-08-31
Author: Alicja Gosiewska ORCID iD [aut, cre], Przemyslaw Biecek ORCID iD [aut, ths], Hubert Baniecki [aut], Tomasz Mikołajczyk [aut], Michal Burdukiewicz [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
Citation: auditor citation info
Materials: NEWS
CRAN checks: auditor results

Downloads:

Reference manual: auditor.pdf
Vignettes: Model Evaluation Audit
Model Fit Audit
Model Performance Audit
Model Residuals Audit
Observation Influence Audit
Package source: auditor_1.0.0.tar.gz
Windows binaries: r-devel: auditor_1.0.0.zip, r-release: auditor_1.0.0.zip, r-oldrel: auditor_1.0.0.zip
OS X binaries: r-release: auditor_1.0.0.tgz, r-oldrel: auditor_1.0.0.tgz
Old sources: auditor archive

Reverse dependencies:

Reverse imports: modelDown

Linking:

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