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sbfc

Selective Bayesian Forest Classifier

v1.0.3 · Jan 15, 2022 · GPL (>= 2)

Description

An MCMC algorithm for simultaneous feature selection and classification, and visualization of the selected features and feature interactions. An implementation of SBFC by Krakovna, Du and Liu (2015), <arXiv:1506.02371>.

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CRAN Check Status

4 NOTE
10 OK
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
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 NOTE
r-oldrel-macos-x86_64 NOTE
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 details (4 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Viktoriya Krakovna <vkrakovna@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Viktoriya",
                    family = "Krakovna",
                    role = c("aut", "cre"),
                    email = "vkrakovna@gmail.com")
as necessary.

The Description field contains
  (2015), <arXiv:1506.02371>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Viktoriya Krakovna <vkrakovna@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Viktoriya",
                    family = "Krakovna",
                    role = c("aut", "cre"),
                    email = "vkrakovna@gmail.com")
as necessary.

The Description field contains
  (2015), <arXiv:1506.02371>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-oldrel-macos-arm64

installed package size

installed size is  5.4Mb
  sub-directories of 1Mb or more:
    data   2.3Mb
    libs   3.0Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.4Mb
  sub-directories of 1Mb or more:
    data   2.3Mb
    libs   3.1Mb

Check History

NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Viktoriya Krakovna <vkrakovna@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Viktoriya",
                    family = "Krakovna",
                    role = c("aut", "cre"),
                    email = "vkrakovna@gmail.com")
as necessary.

The Description field contains
  (2015), <arXiv:1506.02371>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Viktoriya Krakovna <vkrakovna@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Viktoriya",
                    family = "Krakovna",
                    role = c("aut", "cre"),
                    email = "vkrakovna@gmail.com")
as necessary.

The Description field contains
  (2015), <arXiv:1506.02371>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-oldrel-macos-arm64

installed package size

installed size is  5.4Mb
  sub-directories of 1Mb or more:
    data   2.3Mb
    libs   3.0Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.4Mb
  sub-directories of 1Mb or more:
    data   2.3Mb
    libs   3.1Mb

Dependency Network

Dependencies Reverse dependencies DiagrammeR Rcpp Matrix discretization sbfc

Version History

new 1.0.3 Mar 10, 2026
updated 1.0.3 ← 1.0.2 diff Jan 14, 2022
updated 1.0.2 ← 1.0.1 diff Jun 22, 2020
new 1.0 Jul 15, 2016
updated 1.0.1 ← 1.0 diff Jul 15, 2016