Package: parttree 0.1.3

Grant McDermott
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'.
Authors:
parttree_0.1.3.tar.gz
parttree_0.1.3.zip(r-4.7)parttree_0.1.3.zip(r-4.6)parttree_0.1.3.zip(r-4.5)
parttree_0.1.3.tgz(r-4.6-any)parttree_0.1.3.tgz(r-4.5-any)
parttree_0.1.3.tar.gz(r-4.7-any)parttree_0.1.3.tar.gz(r-4.6-any)
parttree_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
parttree/json (API)
NEWS
| # Install 'parttree' in R: |
| install.packages('parttree', repos = c('https://grantmcdermott.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/grantmcdermott/parttree/issues
Pkgdown/docs site:https://grantmcdermott.com
Last updated from:57786efd60. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 171 | ||
| source / vignettes | OK | 202 | ||
| linux-release-x86_64 | OK | 145 | ||
| macos-release-arm64 | OK | 113 | ||
| macos-oldrel-arm64 | OK | 86 | ||
| windows-devel | OK | 95 | ||
| windows-release | OK | 99 | ||
| windows-oldrel | OK | 90 | ||
| wasm-release | OK | 117 |
Exports:geom_parttreeparttree
Dependencies:data.tableFormulainumlatticelibcoinMatrixmvtnormpartykitrlangrpartsurvivaltinyplot
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Visualize tree partitions with ggplot2 | geom_parttree |
| Convert a decision tree into a data frame of partition coordinates | parttree parttree.constparty parttree.LearnerClassifRpart parttree.LearnerRegrRpart parttree.rpart parttree.workflow parttree._rpart |
| Plot decision tree partitions | plot.parttree |