bonsai: Model Wrappers for Tree-Based Models

Bindings for additional tree-based model engines for use with the 'parsnip' package. Models include gradient boosted decision trees with 'LightGBM' (Ke et al, 2017.) and conditional inference trees and conditional random forests with 'partykit' (Hothorn and Zeileis, 2015. and Hothorn et al, 2006. <doi:10.1198/106186006X133933>).

Package details

AuthorDaniel Falbel [aut], Athos Damiani [aut], Roel M. Hogervorst [aut] (<https://orcid.org/0000-0001-7509-0328>), Max Kuhn [aut] (<https://orcid.org/0000-0003-2402-136X>), Simon Couch [aut, cre] (<https://orcid.org/0000-0001-5676-5107>), RStudio [cph, fnd]
MaintainerSimon Couch <simonpatrickcouch@gmail.com>
LicenseMIT + file LICENSE
Version0.1.0
URL https://bonsai.tidymodels.org/ https://github.com/tidymodels/bonsai
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("bonsai")

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bonsai documentation built on June 23, 2022, 9:12 a.m.