Package 'bonsai' reference manual

Package 'bonsai'

Title:	Model Wrappers for Tree-Based Models
Description:	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.), conditional inference trees and conditional random forests with 'partykit' (Hothorn and Zeileis, 2015. and Hothorn et al, 2006. <doi:10.1198/106186006X133933>), and accelerated oblique random forests with 'aorsf' (Jaeger et al, 2022 <doi:10.5281/zenodo.7116854>).
Authors:	Daniel Falbel [aut], Athos Damiani [aut], Roel M. Hogervorst [aut] (ORCID: <https://orcid.org/0000-0001-7509-0328>), Max Kuhn [aut] (ORCID: <https://orcid.org/0000-0003-2402-136X>), Simon Couch [aut] (ORCID: <https://orcid.org/0000-0001-5676-5107>), Emil Hvitfeldt [aut, cre] (ORCID: <https://orcid.org/0000-0002-0679-1945>), Posit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>)
Maintainer:	Emil Hvitfeldt <[email protected]>
License:	MIT + file LICENSE
Version:	0.4.1.9000
Built:	2026-05-22 00:06:48 UTC
Source:	https://github.com/tidymodels/bonsai

Title:

Model Wrappers for Tree-Based Models

Description:

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.), conditional inference trees and conditional random forests with 'partykit' (Hothorn and Zeileis, 2015. and Hothorn et al, 2006. <doi:10.1198/106186006X133933>), and accelerated oblique random forests with 'aorsf' (Jaeger et al, 2022 <doi:10.5281/zenodo.7116854>).

Authors:

Daniel Falbel [aut], Athos Damiani [aut], Roel M. Hogervorst [aut] (ORCID: <https://orcid.org/0000-0001-7509-0328>), Max Kuhn [aut] (ORCID: <https://orcid.org/0000-0003-2402-136X>), Simon Couch [aut] (ORCID: <https://orcid.org/0000-0001-5676-5107>), Emil Hvitfeldt [aut, cre] (ORCID: <https://orcid.org/0000-0002-0679-1945>), Posit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>)

Maintainer:

Emil Hvitfeldt <[email protected]>

License:

MIT + file LICENSE

Version:

0.4.1.9000

Built:

2026-05-22 00:06:48 UTC

Source:

https://github.com/tidymodels/bonsai

Help Index

bonsai: Model Wrappers for Tree-Based Models

Description

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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.), conditional inference trees and conditional random forests with 'partykit' (Hothorn and Zeileis, 2015. and Hothorn et al, 2006. doi:10.1198/106186006X133933), and accelerated oblique random forests with 'aorsf' (Jaeger et al, 2022 doi:10.5281/zenodo.7116854).

Author(s)

Maintainer: Emil Hvitfeldt [email protected] (ORCID)