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.

Reference manual

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install.packages("auditor")

1.3.5 by Alicja Gosiewska, 3 years ago

https://github.com/ModelOriented/auditor

Report a bug at https://github.com/ModelOriented/auditor/issues

Browse source code at https://github.com/cran/auditor

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, markdown, mgcv, r2d3, randomForest, rmarkdown, spelling, testthat, covr

Suggested by DALEXtra.

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