swMATH ID: 26115
Software Authors: Alicja Gosiewska; Przemyslaw Biecek
Description: R package 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.
Homepage: https://cran.r-project.org/web/packages/auditor/index.html
Source Code:  https://github.com/cran/auditor
Keywords: arXiv_publication; R; R package; machine learning; diagnostic; visualization; modeling
Related Software: R; DALEX; ggplot2; modelDown; pdp; whisker; pkgdown; archivist; svglite; DrWhy; drifter; vivo; forestmodel; ELI5; EIX; reticulate; H2O; breakDown; shapr; fairml
Cited in: 0 Documents

Standard Articles

1 Publication describing the Software Year
auditor: an R Package for Model-Agnostic Visual Validation and Diagnostic
Alicja Gosiewska; Przemyslaw Biecek