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.

Package details

AuthorAlicja Gosiewska [aut, cre] (<https://orcid.org/0000-0001-6563-5742>), Przemyslaw Biecek [aut, ths] (<https://orcid.org/0000-0001-8423-1823>), Hubert Baniecki [aut] (<https://orcid.org/0000-0001-6661-5364>), Tomasz Mikołajczyk [aut], Michal Burdukiewicz [ctb], Szymon Maksymiuk [ctb]
MaintainerAlicja Gosiewska <alicjagosiewska@gmail.com>
LicenseGPL
Version1.3.5
URL https://github.com/ModelOriented/auditor
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("auditor")

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auditor documentation built on Nov. 2, 2023, 6:13 p.m.