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sgboost

Sparse-Group Boosting

v0.2.0 · Feb 17, 2025 · MIT + file LICENSE

Description

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.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies dplyr mboost stringr rlang tibble ggplot2 ggforce sgboost

Version History

new 0.2.0 Mar 10, 2026
updated 0.2.0 ← 0.1.3 diff Feb 16, 2025
updated 0.1.3 ← 0.1.2 diff May 18, 2024
updated 0.1.2 ← 0.1.0 diff Apr 21, 2024
new 0.1.0 Apr 10, 2024