IBLM
Interpretable Boosted Linear Models
v1.0.2
·
Dec 16, 2025
·
MIT + file LICENSE
Description
Implements Interpretable Boosted Linear Models (IBLMs). These combine a conventional generalized linear model (GLM) with a machine learning component, such as XGBoost. The package also provides tools within for explaining and analyzing these models. For more details see Gawlowski and Wang (2025) <https://ifoa-adswp.github.io/IBLM/reference/figures/iblm_paper.pdf>.
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CRAN Check Status
13
OK
Show all 13 flavors
| Flavor | Status |
|---|---|
| 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-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 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 11, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 9, 2026
ERROR
r-devel-windows-x86_64
re-building of vignette outputs
Error(s) in re-building vignettes: --- re-building 'IBLM.Rmd' using rmarkdown trying URL 'https://github.com/dutangc/CASdatasets/raw/c49cbbb37235fc49616cac8ccac32e1491cdc619/data/freMTPL2freq.rda' Quitting from IBLM.Rmd:180-186 [data-prep] ~~~~~~~~~ ...[truncated]... ://github.com/dutangc/CASdatasets/raw/c49cbbb37235fc49616cac8ccac32e1491cdc619/data/freMTPL2freq.rda' --- failed re-building 'IBLM.Rmd' SUMMARY: processing the following file failed: 'IBLM.Rmd' Error: Vignette re-building failed. Execution halted