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.


auditor 0.3.1

  • Repository with the auditor package was moved to new GitHub organization (MI^2 DataLab).

auditor 0.3.0

  • New five vignettes with examples.
  • Second pipeline with new computational functions: modelResiduals(), modelEvaluation(), modelFit(), modelPerformance(), observationInfluence().
  • New plot: plotResidualBoxplot()

auditor 0.2.1

  • In the source code, function isFALSE() is replaced by == FALSE to make package compatible with R versions older than 3.5.

Reference manual

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1.3.0 by Alicja Gosiewska, a year ago

Report a bug at

Browse source code at

Authors: Alicja Gosiewska [aut, cre] , Przemyslaw Biecek [aut, ths] , Hubert Baniecki [aut] , Tomasz Mikołajczyk [aut] , Michal Burdukiewicz [ctb] , Szymon Maksymiuk [ctb]

Documentation:   PDF Manual  

GPL license

Imports DALEX, ggplot2, ggrepel, grid, gridExtra, hnp, scales

Suggests jsonlite, knitr, mgcv, r2d3, randomForest, rmarkdown, testthat, covr

Imported by arenar, modelDown.

Suggested by DALEXtra.

See at CRAN