Package: parttree 0.1.0
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_0.1.0.tar.gz
parttree_0.1.0.zip(r-4.5)parttree_0.1.0.zip(r-4.4)parttree_0.1.0.zip(r-4.3)
parttree_0.1.0.tgz(r-4.4-any)parttree_0.1.0.tgz(r-4.3-any)
parttree_0.1.0.tar.gz(r-4.5-noble)parttree_0.1.0.tar.gz(r-4.4-noble)
parttree_0.1.0.tgz(r-4.4-emscripten)parttree_0.1.0.tgz(r-4.3-emscripten)
parttree.pdf |parttree.html✨
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 site:https://grantmcdermott.com
Last updated 19 hours agofrom:c4f2428a78. Checks:7 OK. Indexed: yes.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Jan 16 2025 |
R-4.5-win | OK | Jan 16 2025 |
R-4.5-linux | OK | Jan 16 2025 |
R-4.4-win | OK | Jan 16 2025 |
R-4.4-mac | OK | Jan 16 2025 |
R-4.3-win | OK | Jan 16 2025 |
R-4.3-mac | OK | Jan 16 2025 |
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 |