CRAN/E | auditor

auditor

Model Audit - Verification, Validation, and Error Analysis

Installation

About

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.

Citation auditor citation info
github.com/ModelOriented/auditor
Bug report File report

Key Metrics

Version 1.3.5
R ≥ 3.5.0
Published 2023-10-30 178 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks auditor results
Language en-US

Downloads

Yesterday 60 0%
Last 7 days 251 -24%
Last 30 days 1.289 +1%
Last 90 days 3.877 -48%
Last 365 days 14.284 +129%

Maintainer

Maintainer

Alicja Gosiewska

alicjagosiewska@gmail.com

Authors

Alicja Gosiewska

aut / cre

Przemyslaw Biecek

aut / ths

Hubert Baniecki

aut

Tomasz Mikołajczyk

aut

Michal Burdukiewicz

ctb

Szymon Maksymiuk

ctb

Material

NEWS
Reference manual
Package source

Vignettes

Model evaluation audit
Model fit audit
Model performance audit
Model residuals audit
Observation influence audit

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

auditor archive

Depends

R ≥ 3.5.0

Imports

DALEX
ggplot2
ggrepel
grid
gridExtra
hnp
scales

Suggests

jsonlite
knitr
markdown
mgcv
r2d3
randomForest
rmarkdown
spelling
testthat
covr

Reverse Imports

arenar
modelDown

Reverse Suggests

DALEXtra