parttree: Visualize Simple 2-D Decision Tree Partitions
Visualize the partitions of simple decision trees, involving one or two predictors, on the scale of the original data. Provides an intuitive alternative to traditional tree diagrams, by visualizing how a decision tree divides the predictor space in a simple 2D plot alongside the original data. The 'parttree' package supports both classification and regression trees from 'rpart' and 'partykit', as well as trees produced by popular frontend systems like 'tidymodels' and 'mlr3'. Visualization methods are provided for both base R graphics and 'ggplot2'.
| Version: | 0.1.1 |
| Depends: | R (≥ 4.1.0) |
| Imports: | graphics, stats,data.table,partykit,rlang,rpart,tinyplot (≥ 0.3.0) |
| Suggests: | tinytest,tinysnapshot (≥ 0.0.3),fontquiver,rsvg,svglite (≥ 2.2.0),palmerpenguins,titanic,mlr3,parsnip,workflows,magick,imager,knitr,rmarkdown |
| Enhances: | ggplot2 (≥ 3.4.0) |
| Published: | 2025-05-10 |
| DOI: | 10.32614/CRAN.package.parttree |
| Author: | Grant McDermott [aut, cre], Achim Zeileis [ctb], Brian Heseung Kim [ctb], Julia Silge [ctb] |
| Maintainer: | Grant McDermott <gmcd at amazon.com> |
| BugReports: | https://github.com/grantmcdermott/parttree/issues |
| License: | MIT + fileLICENSE |
| URL: | https://grantmcdermott.com/parttree/ |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | parttree results |
Documentation:
| Reference manual: | parttree.html ,parttree.pdf |
| Vignettes: | Abstract art with parttree and friends (source,R code) Introduction to parttree (source,R code) |
Downloads:
| Package source: | parttree_0.1.1.tar.gz |
| Windows binaries: | r-devel:parttree_0.1.1.zip, r-release:parttree_0.1.1.zip, r-oldrel:parttree_0.1.1.zip |
| macOS binaries: | r-release (arm64):parttree_0.1.1.tgz, r-oldrel (arm64):parttree_0.1.1.tgz, r-release (x86_64):parttree_0.1.1.tgz, r-oldrel (x86_64):parttree_0.1.1.tgz |
| Old sources: | parttree archive |
Linking:
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