Installation | Example dataset | Outcome type | Continuous outcome | Categorical outcome | Repeated Splits | Other Trees, (e.g., rpart) | Display controls | Text | Axis | Rounding the displayed split criterion | Transparency | Density curve
Package: visTree 0.8.1
visTree: Visualization of Subgroups for Decision Trees
Provides a visualization for characterizing subgroups defined by a decision tree structure. The visualization simplifies the ability to interpret individual pathways to subgroups; each sub-plot describes the distribution of observations within individual terminal nodes and percentile ranges for the associated inner nodes.
Authors:
visTree_0.8.1.tar.gz
visTree_0.8.1.zip(r-4.7-any)visTree_0.8.1.zip(r-4.6-any)visTree_0.8.1.zip(r-4.5-any)
visTree_0.8.1.tgz(r-4.6-any)visTree_0.8.1.tgz(r-4.5-any)
visTree_0.8.1.tar.gz(r-4.7-any)visTree_0.8.1.tar.gz(r-4.6-any)
visTree_0.8.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
visTree/json (API)
| # Install 'visTree' in R: |
| install.packages('visTree', repos = c('https://ashwinikv.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ashwinikv/vistree/issues
Datasets:
- blsdata - Box Lunch Study - Baseline dataset
Last updated from:0faebdfb85. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 139 | ||
| source / vignettes | OK | 184 | ||
| linux-release-x86_64 | NOTE | 124 | ||
| macos-release-arm64 | NOTE | 172 | ||
| macos-oldrel-arm64 | NOTE | 178 | ||
| windows-devel | NOTE | 80 | ||
| windows-release | NOTE | 110 | ||
| windows-oldrel | NOTE | 102 | ||
| wasm-release | OK | 107 |
Exports:l_nodemakeTransparentminmax_matpath_nodeplot_minmaxptree_criteriaptree_leftptree_rightptree_ytrimvisTree
Dependencies:colorspaceFormulainumlatticelibcoinMatrixmvtnormpartykitrpartsurvival
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Box Lunch Study - Baseline dataset | blsdata |
| Function for determining a pathway | l_node |
| Color Scheme | makeTransparent |
| Minmax matrix | minmax_mat |
| Function for determining a pathway | path_node |
| Generate individual subplots within the graphical visualization | plot_minmax |
| Splitting Criteria | ptree_criteria |
| Left split | ptree_left |
| Right Split | ptree_right |
| Function for determining a pathway | ptree_y |
| Function for determining a pathway | trim |
| Visualization of subgroups for decision trees | visTree |
