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 |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=ceterisParibus to link to this page.