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:

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