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Bodi: Boosting Diversity in Regression Ensembles

A gradient boosting-based algorithm by incorporating a diversity term to guide the gradient boosting iterations, see Bourel, Cugliari, Goude, Poggi (2021) <https://hal.archives-ouvertes.fr/hal-03041309/>.

Version: 0.1.0
Imports: mgcv, ranger, rpart, gbm, opera
Published: 2022-03-23
DOI: 10.32614/CRAN.package.Bodi
Author: Yannig Goude ORCID iD [aut, cre], Mathias Bourel ORCID iD [aut], Jairo Cugliari ORCID iD [aut], Jean-Michel Poggi ORCID iD [aut]
Maintainer: Yannig Goude <yannig.goude at edf.fr>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: Bodi results

Documentation:

Reference manual: Bodi.pdf

Downloads:

Package source: Bodi_0.1.0.tar.gz
Windows binaries: r-devel: Bodi_0.1.0.zip, r-release: Bodi_0.1.0.zip, r-oldrel: Bodi_0.1.0.zip
macOS binaries: r-release (arm64): Bodi_0.1.0.tgz, r-oldrel (arm64): Bodi_0.1.0.tgz, r-release (x86_64): Bodi_0.1.0.tgz, r-oldrel (x86_64): Bodi_0.1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=Bodi to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.