Package: sgboost 0.1.4

Fabian Obster

sgboost: Sparse-Group Boosting

Sparse-group boosting to be used in conjunction with the 'mboost' for modeling grouped data. Applicable to all sparse-group lasso type problems where within-group and between-group sparsity is desired. Interprets and visualizes individual variables and groups.

Authors:Fabian Obster [aut, cre, cph]

sgboost_0.1.4.tar.gz
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sgboost_0.1.4.tgz(r-4.5-any)sgboost_0.1.4.tgz(r-4.4-any)sgboost_0.1.4.tgz(r-4.3-any)
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sgboost.pdf |sgboost.html
sgboost/json (API)
NEWS

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

Bug tracker:https://github.com/fabianobster/sgboost/issues

On CRAN:

Conda:

4.74 score 223 downloads 8 exports 52 dependencies

Last updated 21 days agofrom:6e08bd6cb4. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 16 2025
R-4.5-winOKFeb 16 2025
R-4.5-macOKFeb 16 2025
R-4.5-linuxOKFeb 16 2025
R-4.4-winOKFeb 16 2025
R-4.4-macOKFeb 16 2025
R-4.3-winOKFeb 16 2025
R-4.3-macOKFeb 16 2025

Exports:balancecreate_formulaget_coefget_coef_pathget_varimpplot_effectsplot_pathplot_varimp

Dependencies:clicolorspacecpp11dplyrfansifarverFormulagenericsggforceggplot2gluegtableinumisobandjsonlitelabelinglatticelibcoinlifecyclemagrittrMASSMatrixmboostmgcvmunsellmvtnormnlmennlspartykitpillarpkgconfigpolyclipquadprogR6RColorBrewerRcppRcppEigenrlangrpartscalesstabsstringistringrsurvivalsystemfontstibbletidyselecttweenrutf8vctrsviridisLitewithr

A sparse-group boosing Tutorial in R

Rendered fromsgboost.Rmdusingknitr::rmarkdownon Feb 16 2025.

Last update: 2024-04-22
Started: 2024-04-03