Description
Supervised learning using Boltzmann Bayes model inference, which extends naive Bayes model to include interactions. Enables classification of data into multiple response groups based on a large number of discrete predictors that can take factor values of heterogeneous levels. Either pseudo-likelihood or mean field inference can be used with L2 regularization, cross-validation, and prediction on new data. <doi:10.18637/jss.v101.i05>.
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OK
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| 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 | WARNING |
| 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 | WARNING |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (15 non-OK)
NOTE
r-devel-linux-x86_64-debian-clang
re-building of vignette outputs
Note: skipping ‘article.Rnw’ due to unavailable dependencies: 'Biostrings'
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
*
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 6.3Mb
sub-directories of 1Mb or more:
extdata 2.3Mb
libs 3.5Mb
WARNING
r-oldrel-macos-arm64
re-building of vignette outputs
Error(s) in re-building vignettes:
--- re-building ‘article.Rnw’ using Sweave
Setting levels: control = No, case = Yes
Loading required package: glmnet
Loading required package: Matrix
Loaded glmnet 4.1-8
Setting levels: control = No, case = Yes
Setting levels: control = No, case = Yes
Loading required package: Biostrings
Loading required package: BiocGenerics
Attaching package: 'BiocGenerics'
The following objects are masked from 'package:stats':
IQR, mad, sd, var, xtabs
The following objects are masked from 'package:base':
Filter, Find, Map, Position, Reduce, anyDuplicated, aperm,
append, as.data.frame, basename, cbind, colnames, dirname,
do.call, duplicated, eval, evalq, get, grep, grepl,
intersect, is.unsorted, lapply, mapply, match, mget,
order, paste, pmax, pmax.int, pmin, pmin.int, rank, rbind,
rownames, sapply, setdiff, table, tapply, union, unique,
unsplit, which.max, which.min
Loading required package: S4Vectors
Loading required package: stats4
Attaching package: 'S4Vectors'
The following objects are masked from 'package:Matrix':
expand, unname
The following object is masked from 'package:utils':
findMatches
The following objects are masked from 'package:base':
I, expand.grid, unname
Loading required package: IRanges
Loading required package: XVector
Loading required package: GenomeInfoDb
Attaching package: 'Biostrings'
The following object is masked from 'package:base':
strsplit
Error: processing vignette 'article.Rnw' failed with diagnostics:
Running 'texi2dvi' on 'article.tex' failed.
LaTeX errors:
!pdfTeX error: pdflatex (file bbm10): Font bbm10 at 657 not found
==> Fatal error occurred, no output PDF file produced!
--- failed re-building 'article.Rnw'
SUMMARY: processing the following file failed:
'article.Rnw'
Error: Vignette re-building failed.
Execution halted
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 6.6Mb
sub-directories of 1Mb or more:
extdata 2.3Mb
libs 3.7Mb
OK
r-oldrel-windows-x86_64
*
OK
r-patched-linux-x86_64
*
OK
r-release-linux-x86_64
*
WARNING
r-release-macos-arm64
re-building of vignette outputs
Error(s) in re-building vignettes:
--- re-building ‘article.Rnw’ using Sweave
Setting levels: control = No, case = Yes
Loading required package: glmnet
Loading required package: Matrix
Loaded glmnet 4.1-8
Setting levels: control = No, case = Yes
Setting levels: control = No, case = Yes
Loading required package: Biostrings
Loading required package: BiocGenerics
Loading required package: generics
Attaching package: 'generics'
The following objects are masked from 'package:base':
as.difftime, as.factor, as.ordered, intersect, is.element,
setdiff, setequal, union
Attaching package: 'BiocGenerics'
The following objects are masked from 'package:stats':
IQR, mad, sd, var, xtabs
The following objects are masked from 'package:base':
Filter, Find, Map, Position, Reduce, anyDuplicated, aperm,
append, as.data.frame, basename, cbind, colnames, dirname,
do.call, duplicated, eval, evalq, get, grep, grepl,
is.unsorted, lapply, mapply, match, mget, order, paste,
pmax, pmax.int, pmin, pmin.int, rank, rbind, rownames,
sapply, saveRDS, table, tapply, unique, unsplit,
which.max, which.min
Loading required package: S4Vectors
Loading required package: stats4
Attaching package: 'S4Vectors'
The following objects are masked from 'package:Matrix':
expand, unname
The following object is masked from 'package:utils':
findMatches
The following objects are masked from 'package:base':
I, expand.grid, unname
Loading required package: IRanges
Loading required package: XVector
Loading required package: GenomeInfoDb
Attaching package: 'Biostrings'
The following object is masked from 'package:base':
strsplit
Error: processing vignette 'article.Rnw' failed with diagnostics:
Running 'texi2dvi' on 'article.tex' failed.
LaTeX errors:
!pdfTeX error: pdflatex (file bbm10): Font bbm10 at 657 not found
==> Fatal error occurred, no output PDF file produced!
--- failed re-building 'article.Rnw'
SUMMARY: processing the following file failed:
'article.Rnw'
Error: Vignette re-building failed.
Execution halted
OK
r-release-macos-x86_64
*
OK
r-release-windows-x86_64
*
Check History
WARNING 10 OK · 2 NOTE · 2 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE
r-devel-linux-x86_64-debian-clang
re-building of vignette outputs
Note: skipping ‘article.Rnw’ due to unavailable dependencies: 'Biostrings'
WARNING
r-release-macos-arm64
re-building of vignette outputs
Error(s) in re-building vignettes:
--- re-building ‘article.Rnw’ using Sweave
Setting levels: control = No, case = Yes
Loading required package: glmnet
Loading required package: Matrix
Loaded glmnet 4.1-8
Setting levels: control = No, case = Yes
Setting levels: control = No, case = Yes
Loading required package: Biostrings
Loading required package: BiocGenerics
Loading required package: generics
Attaching package: 'generics'
The following objects are masked from 'package:base':
as.difftime
WARNING
r-oldrel-macos-arm64
installed package size
installed size is 6.3Mb
sub-directories of 1Mb or more:
extdata 2.3Mb
libs 3.5Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 6.6Mb
sub-directories of 1Mb or more:
extdata 2.3Mb
libs 3.7Mb
Dependency Network
Version History
new
1.0.0
Mar 9, 2026