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.html ,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 |
Reverse dependencies:
| Reverse imports: | fastml |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=ceterisParibusto link to this page.