Package: BT 0.4

BT: (Adaptive) Boosting Trees Algorithm

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) <https://dial.uclouvain.be/pr/boreal/fr/object/boreal%3A244325/datastream/PDF_01/view> Denuit, M., Trufin, J., Verdebout, T. (2022) <https://dial.uclouvain.be/pr/boreal/fr/object/boreal%3A268577>.

Authors:Gireg Willame [aut, cre, cph]

BT_0.4.tar.gz
BT_0.4.zip(r-4.5)BT_0.4.zip(r-4.4)BT_0.4.zip(r-4.3)
BT_0.4.tgz(r-4.4-any)BT_0.4.tgz(r-4.3-any)
BT_0.4.tar.gz(r-4.5-noble)BT_0.4.tar.gz(r-4.4-noble)
BT_0.4.tgz(r-4.4-emscripten)BT_0.4.tgz(r-4.3-emscripten)
BT.pdf |BT.html
BT/json (API)

# Install 'BT' in R:
install.packages('BT', repos = c('https://giregwillame.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/giregwillame/bt/issues

Datasets:

On CRAN:

3.70 score 4 scripts 168 downloads 7 exports 2 dependencies

Last updated 1 years agofrom:1d1db67a96. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 29 2024
R-4.5-winNOTEOct 29 2024
R-4.5-linuxNOTEOct 29 2024
R-4.4-winOKOct 29 2024
R-4.4-macOKOct 29 2024
R-4.3-winOKOct 29 2024
R-4.3-macOKOct 29 2024

Exports:BTBT_callBT_callBoostingBT_callInitBT_devTweedieBT_moreBT_perf

Dependencies:rpartstatmod

Getting started with the BT package

Rendered fromBT-usage-example.Rmdusingknitr::rmarkdownon Oct 29 2024.

Last update: 2023-08-19
Started: 2022-06-05