bonsai provides bindings for additional tree-based model engines for use with the parsnip package.
This package is based off of the work done in the treesnip repository by Athos Damiani, Daniel Falbel, and Roel Hogervorst. bonsai is the official CRAN version of the package; new development will reside here.
You can install the most recent official release of bonsai with:
install.packages("bonsai")
You can install the development version of bonsai from GitHub with:
# install.packages("pak")
pak::pak("tidymodels/bonsai")
The bonsai package provides additional engines for the models in the following table:
| model | engine | mode | |:--------------|:---------|:---------------| | boost_tree | lightgbm | regression | | boost_tree | lightgbm | classification | | decision_tree | partykit | regression | | decision_tree | partykit | classification | | rand_forest | partykit | regression | | rand_forest | partykit | classification |
Please note that the bonsai project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.
Any scripts or data that you put into this service are public.
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.