fairadapt
Fair Data Adaptation with Quantile Preservation
v1.0.0
·
Sep 6, 2024
·
GPL (>= 3)
Description
An implementation of the fair data adaptation with quantile preservation described in Plecko & Meinshausen (JMLR 2020, 21(242), 1-44). The adaptation procedure uses the specified causal graph to pre-process the given training and testing data in such a way to remove the bias caused by the protected attribute. The procedure uses tree ensembles for quantile regression. Instructions for using the methods are further elaborated in the corresponding JSS manuscript, see <doi:10.18637/jss.v110.i04>.
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| 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-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 | ERROR |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
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r-devel-linux-x86_64-debian-clang
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r-devel-linux-x86_64-debian-gcc
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r-devel-linux-x86_64-fedora-clang
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r-devel-linux-x86_64-fedora-gcc
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r-devel-macos-arm64
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OK
r-devel-windows-x86_64
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r-oldrel-macos-arm64
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r-oldrel-macos-x86_64
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r-oldrel-windows-x86_64
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r-patched-linux-x86_64
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r-release-linux-x86_64
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ERROR
r-release-macos-arm64
re-building of vignette outputs
Error(s) in re-building vignettes: --- re-building ‘jss.Rmd’ using rmarkdown This is pdfTeX, Version 3.141592653-2.6-1.40.24 (TeX Live 2022) (preloaded format=pdflatex) restricted \write18 enabled. entering extended mode kpathsea: Running mktexpk --mfmode / --bdpi 600 --mag 1+57/600 --dpi 657 bbm10 mkdir: ././opt/tex/texmf-var/fonts/pk/ljfour/public: Permission denied mktexpk: /opt/tex/texmf-dist/web2c/mktexdir /opt/tex/texmf-var/fonts/pk/ljfour/public/bbm failed. kpathsea: Appending font creation commands to missfont.log. This is pdfTeX, Version 3.141592653-2.6-1.40.24 (TeX Live 2022) (preloaded format=pdflatex) restricted \write18 enabled. entering extended mode kpathsea: Running mktexpk --mfmode / --bdpi 600 --mag 1+57/600 --dpi 657 bbm10 mkdir: ././opt/tex/texmf-var/fonts/pk/ljfour/public: Permission denied mktexpk: /opt/tex/texmf-dist/web2c/mktexdir /opt/tex/texmf-var/fonts/pk/ljfour/public/bbm failed. kpathsea: Appending font creation commands to missfont.log. This is pdfTeX, Version 3.141592653-2.6-1.40.24 (TeX Live 2022) (preloaded format=pdflatex) restricted \write18 enabled. entering extended mode kpathsea: Running mktexpk --mfmode / --bdpi 600 --mag 1+57/600 --dpi 657 bbm10 mkdir: ././opt/tex/texmf-var/fonts/pk/ljfour/public: Permission denied mktexpk: /opt/tex/texmf-dist/web2c/mktexdir /opt/tex/texmf-var/fonts/pk/ljfour/public/bbm failed. kpathsea: Appending font creation commands to missfont.log. Error: processing vignette 'jss.Rmd' failed with diagnostics: LaTeX failed to compile /Volumes/Builds/packages/big-sur-arm64/results/4.5/fairadapt.Rcheck/vign_test/fairadapt/vignettes/jss.tex. See https://yihui.org/tinytex/r/#debugging for debugging tips. --- failed re-building ‘jss.Rmd’ SUMMARY: processing the following file failed: ‘jss.Rmd’ Error: Vignette re-building failed. Execution halted
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r-release-macos-x86_64
*
OK
r-release-windows-x86_64
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ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 9, 2026
ERROR
r-release-macos-arm64
re-building of vignette outputs
Error(s) in re-building vignettes: --- re-building ‘jss.Rmd’ using rmarkdown This is pdfTeX, Version 3.141592653-2.6-1.40.24 (TeX Live 2022) (preloaded format=pdflatex) restricted \write18 enabled. entering extended mode kpathsea: Running mktexpk --mfmode / --bdpi 600 --mag 1+57/600 --dpi 657 bbm10 mkdir: ././opt/tex/texmf-var/fonts/pk/ljfour/public: Permission denied mktexpk: /opt/tex/texmf-dist/web2c/mktexdir /opt/tex/texmf-var/fonts/pk/ljfour/public/bbm failed. kpathsea: Appending font crea
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1.0.0
Mar 9, 2026