ceterisParibus: Ceteris Paribus Profiles

Ceteris Paribus Profiles (What-If Plots) are designed to present model responses around selected points in a feature space. For example around a single prediction for an interesting observation. Plots are designed to work in a model-agnostic fashion, they are working for any predictive Machine Learning model and allow for model comparisons. Ceteris Paribus Plots supplement the Break Down Plots from 'breakDown' package.

Version:	0.6
Depends:	R (≥ 3.3), ggplot2, gower
Imports:	DALEX
Suggests:	randomForest, ggiraph, e1071, testthat, rpart
Published:	2024-11-21
DOI:	10.32614/CRAN.package.ceterisParibus
Author:	Przemyslaw Biecek [aut, cre]
Maintainer:	Przemyslaw Biecek <przemyslaw.biecek at gmail.com>
BugReports:	https://github.com/pbiecek/ceterisParibus/issues
License:	GPL-2
URL:	https://pbiecek.github.io/ceterisParibus/
NeedsCompilation:	no
Materials:	NEWS
CRAN checks:	ceterisParibus results

Documentation:

Reference manual:

ceterisParibus.pdf

Downloads:

Package source:	ceterisParibus_0.6.tar.gz
Windows binaries:	r-devel: ceterisParibus_0.6.zip, r-release: ceterisParibus_0.6.zip, r-oldrel: ceterisParibus_0.6.zip
macOS binaries:	r-release (arm64): ceterisParibus_0.6.tgz, r-oldrel (arm64): ceterisParibus_0.6.tgz, r-release (x86_64): ceterisParibus_0.6.tgz, r-oldrel (x86_64): ceterisParibus_0.6.tgz
Old sources:	ceterisParibus archive

Linking:

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