auditor 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 2018