Package: LDATree 0.2.0.9000

LDATree: Oblique Classification Trees with Uncorrelated Linear Discriminant Analysis Splits
A classification tree method that uses Uncorrelated Linear Discriminant Analysis (ULDA) for variable selection, split determination, and model fitting in terminal nodes. It automatically handles missing values and offers visualization tools. For more details, see Wang (2024) <doi:10.48550/arXiv.2410.23147>.
Authors:
LDATree_0.2.0.9000.tar.gz
LDATree_0.2.0.9000.zip(r-4.7-any)LDATree_0.2.0.9000.zip(r-4.6-any)LDATree_0.2.0.9000.zip(r-4.5-any)
LDATree_0.2.0.9000.tgz(r-4.6-any)LDATree_0.2.0.9000.tgz(r-4.5-any)
LDATree_0.2.0.9000.tar.gz(r-4.7-any)LDATree_0.2.0.9000.tar.gz(r-4.6-any)
LDATree_0.2.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
LDATree/json (API)
| # Install 'LDATree' in R: |
| install.packages('LDATree', repos = c('https://moran79.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/moran79/ldatree/issues
Pkgdown/docs site:https://iamwangsiyu.com
Last updated from:0afee00ebd. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 118 | ||
| source / vignettes | OK | 179 | ||
| linux-release | OK | 120 | ||
| macos-release | OK | 193 | ||
| macos-oldrel | OK | 119 | ||
| windows-devel | OK | 76 | ||
| windows-release | OK | 63 | ||
| windows-oldrel | OK | 57 | ||
| wasm-release | OK | 116 |
Exports:Treee
Dependencies:base64encbslibcachemclicpp11digestevaluatefarverfastmapfoldafontawesomefsggplot2gluegtablehighrhtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglifecyclemagrittrmemoisemimeR6rappdirsRColorBrewerRcppRcppEigenrlangrmarkdownS7sassscalestinytexvctrsviridisLitevisNetworkwithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Plot a Treee Object | plot.Treee |
| Predictions From a Fitted Treee Object | predict.Treee |
| Classification Trees with Uncorrelated Linear Discriminant Analysis Terminal Nodes | Treee |