CRAN/E | BT

BT

(Adaptive) Boosting Trees Algorithm

Installation

About

Performs (Adaptive) Boosting Trees for Poisson distributed response variables, using log-link function. The code approach is similar to the one used in 'gbm'/'gbm3'. Moreover, each tree in the expansion is built thanks to the 'rpart' package. This package is based on following books and articles Denuit, M., Hainaut, D., Trufin, J. (2019) doi:10.1007/978-3-030-25820-7 Denuit, M., Hainaut, D., Trufin, J. (2019) doi:10.1007/978-3-030-57556-4 Denuit, M., Hainaut, D., Trufin, J. (2019) doi:10.1007/978-3-030-25827-6 Denuit, M., Hainaut, D., Trufin, J. (2022) doi:10.1080/03461238.2022.2037016 Denuit, M., Huyghe, J., Trufin, J. (2022) Denuit, M., Trufin, J., Verdebout, T. (2022) .

github.com/GiregWillame/BT/
Bug report File report

Key Metrics

Version 0.4
R ≥ 4.0
Published 2023-08-19 258 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks BT results

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Maintainer

Maintainer

Gireg Willame

gireg.willame@gmail.com

Authors

Gireg Willame

aut / cre / cph

Material

README
Reference manual
Package source

Vignettes

BT-usage-example

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

BT archive

Depends

R ≥ 4.0

Imports

rpart
stats
statmod
parallel

Suggests

rmarkdown
knitr
testthat ≥ 3.0.0