Package: Harvest.Tree 1.1
Bingyuan Liu
Harvest.Tree: Harvest the Classification Tree
Aimed at applying the Harvest classification tree algorithm, modified algorithm of classic classification tree.The harvested tree has advantage of deleting redundant rules in trees, leading to a simplify and more efficient tree model.It was firstly used in drug discovery field, but it also performs well in other kinds of data, especially when the region of a class is disconnected. This package also improves the basic harvest classification tree algorithm by extending the field of data of algorithm to both continuous and categorical variables. To learn more about the harvest classification tree algorithm, you can go to http://www.stat.ubc.ca/Research/TechReports/techreports/220.pdf for more information.
Authors:
Harvest.Tree_1.1.tar.gz
Harvest.Tree_1.1.tar.gz(r-4.5-noble)Harvest.Tree_1.1.tar.gz(r-4.4-noble)
Harvest.Tree_1.1.tgz(r-4.4-emscripten)Harvest.Tree_1.1.tgz(r-4.3-emscripten)
Harvest.Tree.pdf |Harvest.Tree.html✨
Harvest.Tree/json (API)
| # Install 'Harvest.Tree' in R: |
| install.packages('Harvest.Tree', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- training - Training
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 9 years agofrom:3817f81451. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 28 2024 |
| R-4.5-linux | OK | Aug 28 2024 |
Exports:harfuncharvestpredictrank.nodes
Dependencies:rpart
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bound of rules | extrule |
| A harvested classification tree | harfunc |
| A harvested classification tree | harvest |
| Harvest the classification tree | Harvest.Tree |
| Predictions from a harvested tree | predict |
| Ranking of nodes | rank.nodes |
| A logical matrix for a terminal node | rulesets |
| training | training |