Package: UBayFS 1.0

UBayFS: A User-Guided Bayesian Framework for Ensemble Feature Selection (UBayFS)

Implements the user-guided Bayesian framework for ensemble feature selection (UBayFS) : Jenul et al., (2022) <doi:10.1007/s10994-022-06221-9>.

Authors:Anna Jenul [aut, cre], Stefan Schrunner [aut], Kristian Hovde Liland [rev], Oliver Tomic [ctb], Jürgen Pilz [ctb]

UBayFS_1.0.tar.gz
UBayFS_1.0.zip(r-4.7)UBayFS_1.0.zip(r-4.6)UBayFS_1.0.zip(r-4.5)
UBayFS_1.0.tgz(r-4.6-any)UBayFS_1.0.tgz(r-4.5-any)
UBayFS_1.0.tar.gz(r-4.7-any)UBayFS_1.0.tar.gz(r-4.6-any)
UBayFS_1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
UBayFS/json (API)

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

Bug tracker:https://github.com/annajenul/ubayfs/issues

Pkgdown/docs site:https://annajenul.github.io

Datasets:
  • bcw - Breast Cancer Wisconsin dataset

On CRAN:

Conda:

bayesian-statisticsensemble-modelsfeature-selectionuser-knowledge

5.11 score 5 stars 13 scripts 144 downloads 15 exports 112 dependencies

Last updated from:bb699ba57c. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE244
source / vignettesOK315
linux-release-x86_64NOTE248
macos-release-arm64NOTE237
macos-oldrel-arm64NOTE178
windows-develNOTE158
windows-releaseNOTE153
windows-oldrelNOTE154
wasm-releaseOK179

Exports:admissibilitybuild.UBayconstraintbuild.UBaymodelbuildConstraintsbuildDecorrConstraintsevaluateFSevaluateMultipleis.UBayconstraintis.UBaymodelprintResultsrunInteractivesetConstraintssetOptimsetWeightstrain

Dependencies:ADMMalabamabackportsbase64encbslibcachemcalibratorcheckmateclarabelcliclustercodetoolscommonmarkcpp11crayoncubatureCVXRdbscandigestDirichletRegdisordRdoParallelemulatorevaluatefarverfastclusterfastmapfontawesomeforeachFormulafsGAgenericsggplot2gluegmpgridExtragsignalgtablehighrhighshtmltoolshttpuvhyper2igraphisobanditeratorsjquerylibjsonliteknitrlabdsvlabelinglaterlatticelifecyclemagrittrmaotaiMASSMatrixmatrixStatsmaxLikmclustcompmemoisemgcvmimemiscToolsmRMRemvtnormnlmenumDerivosqpotelpartitionspkgconfigpolynompracmaprettydocpromisesR6RANNrappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppDERcppDistRcppEigenRdimtoolsRdpackrlangrmarkdownRSpectraRtsneS7sandwichsassscalesscssetsshinyslamsourcetoolssurvivaltinytexvctrsviridisLitewithrxfunxtableyamlzoo

A quick tour through UBayFS

Anna Jenul, Stefan Schrunner

Rendered fromUBayFS.Rmdusingknitr::rmarkdownon Jun 02 2026.

Last update: 2023-07-07
Started: 2021-01-30

Block feature selection with UBayFS

Anna Jenul, Stefan Schrunner

Rendered fromBFS_UBayFS.Rmdusingknitr::rmarkdownon Jun 02 2026.

Last update: 2022-12-14
Started: 2022-07-21