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.
Keywords for this software
References in zbMATH (referenced in 4 articles , 1 standard article )
Showing results 1 to 4 of 4.
- Szymon Maksymiuk, Alicja Gosiewska, Przemyslaw Biecek: Landscape of R packages for eXplainable Artificial Intelligence (2020) arXiv
- Przemysław Biecek, Magda Tatarynowicz, Kamil Romaszko, Mateusz Urbański : modelDown: automated website generator with interpretable documentation for predictive machine learning models (2019) not zbMATH
- Alicja Gosiewska; Przemyslaw Biecek: auditor: an R Package for Model-Agnostic Visual Validation and Diagnostic (2018) arXiv
- Biecek, Przemysław: DALEX: explainers for complex predictive models in \textttR (2018)