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sbfc

1.0.3

Selective Bayesian Forest Classifier

0packages depend
2.7Kdownloads / year
test coverage
11/13checks pass

Overview

About
Maintained by Viktoriya KrakovnaFirst published 2016-07-164 releasesCRAN page ↗GitHub ↗

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.

Install

Health

CRAN checks
2NOTE11OK
Failing flavors
  • NOTE r-devel-linux-x86_64-debian-clang
  • NOTE r-devel-linux-x86_64-debian-gcc
Slowest check: 3.2 min · r-oldrel-windows-x86_64
Code health
None
Tests · ratio 0.00
not tracked
Coverage
100%
Documentation · exports
None
Vignettes
No
README
4
Dependencies · direct
Check history
  • NOTE2026-06-09
    11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
  • ERROR2026-06-07
    11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
  • NOTE2026-04-22
    10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
  • ERROR2026-04-18
    9 OK · 4 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
  • NOTE2026-03-10
    10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Downloads

2.7K
CRAN downloads in the past year
Rank #14,898 · ~7/day · ~222/mo
Daily download trend is not available in this view yet.
32830 days
74590 days
2.7K1 year
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Repository

Repository
16Stars
4Forks
1Open issues
0Open PRs
0Releases
53Commits
53 commits · 0% stars, 30d

Stars over time

2022-01-16 · 162026-07-07 · 16

Dependencies

Declared dependencies
5 external dependencies (excludes base and recommended)
Depends (2)
R >= 2.10DiagrammeR
Imports (3)
LinkingTo (2)
Suggests (0)
none
Enhances (0)
none
Reverse dependencies
0direct
0indirect

Nothing depends on this yet.

Code & Tests

Code Composition
C++ 1,125 (60%)R 396 (21%)Rd 367 (19%)
Code characteristics
Cyclomatic complexity
3.0 median / 10 max
Documented parameters
97%

Test coverage

Line coverage

Expression

Tests / Examples

Functions

67 7 exported

Complexity

4 avg / 10 max

Call network

67 nodes / 61 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

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Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (0)

Author records are not tracked yet for this package.

Release timeline

4 releases. Pick two to compare their code metrics. R releases are shown for context.

  • R
    R 4.6.0 released · 2026-04-24
  • R
    R 4.5.0 released · 2025-04-11
  • R
    R 4.4.0 released · 2024-04-24
  • R
    R 4.3.0 released · 2023-04-21
  • R
    R 4.2.0 released · 2022-04-22
  • 1.0.3Latest
    2022-01-15 · current release · diff ↗
  • R
    R 4.1.0 released · 2021-05-18
  • 1.0.2
    2020-06-23 · diff ↗
  • R
    R 4.0.0 released · 2020-04-24
  • R
    R 3.6.0 released · 2019-04-26
  • R
    R 3.5.0 released · 2018-04-23
  • R
    R 3.4.0 released · 2017-04-21
  • 1.0.1
    2016-07-16 · diff ↗
  • 1.0
    2016-07-16
  • R
    R 3.3.0 released · 2016-05-03

Package metadata

First published
2016-07-16
Total releases
4 / 10 yrs
License
GPL (>= 2) OSI
Minimum R
≥ 2.10
Bundled data
801 KB / 3 files
Download size
763 KB
Installed size
not tracked yet
With dependencies
not tracked yet