| Bodi-package {Bodi} | R Documentation |
Bodi: Boosting Diversity Algorithm
Description
We provide an implementation of the boosting diversity algorithm. This is a gradient boosting-based algorithm by incorporating a diversity term to guide the gradient boosting iterations. The idea is to trade off some individual optimality for global enhancement. The improvement is obtained with progressively generated predictors by boosting diversity. See Borel et al. (2021) <https://hal.archives-ouvertes.fr/hal-03041309v1>
Author(s)
Yannig Goude [aut, cre], Mathias Bourel [aut], Jairo Cugliari [aut], Jean-Michel Poggi [aut]
Mantainer: Yannig Goude <yannig.goude@edf.fr>
References
Mathias Bourel, Jairo Cugliari, Yannig Goude, Jean-Michel Poggi. Boosting Diversity in Regression Ensembles. https://hal.archives-ouvertes.fr/hal-03041309v1 (2021).
[Package Bodi version 0.1.0 Index]