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DESCRIPTION
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DESCRIPTION
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Package: auditor
Title: Model Audit - Verification, Validation, and Error Analysis
Version: 1.3.5
Authors@R: c(
person("Alicja", "Gosiewska", email = "[email protected]", role = c("aut", "cre"),
comment = c(ORCID = "0000-0001-6563-5742")),
person("Przemyslaw", "Biecek", role = c("aut", "ths"),
comment = c(ORCID = "0000-0001-8423-1823")),
person("Hubert", "Baniecki", role = c("aut"),
comment = c(ORCID = "0000-0001-6661-5364")),
person("Tomasz", "Mikołajczyk", role = c("aut")),
person("Michal", "Burdukiewicz", role = c("ctb")),
person("Szymon", "Maksymiuk", role = c("ctb"))
)
Description: 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.
Depends: R (>= 3.5.0)
License: GPL
Encoding: UTF-8
LazyData: true
Imports:
DALEX,
ggplot2,
ggrepel,
grid,
gridExtra,
hnp,
scales
RoxygenNote: 7.2.3
Suggests:
jsonlite,
knitr,
markdown,
mgcv,
r2d3,
randomForest,
rmarkdown,
spelling,
testthat,
covr
VignetteBuilder: knitr
URL: https://github.com/ModelOriented/auditor
BugReports: https://github.com/ModelOriented/auditor/issues
Language: en-US