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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Show all 13 flavors
| 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-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | WARNING |
| 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 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (1 non-OK)
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
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,
...[truncated]...
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
Check History
WARNING 11 OK · 1 NOTE · 2 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
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 Sett ...[truncated]... ile 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
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
ERROR 10 OK · 1 NOTE · 2 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
ERROR
r-devel-windows-x86_64
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/bbl.Rcheck/00install.out' for details.
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 Sett ...[truncated]... ile 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
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
WARNING 11 OK · 1 NOTE · 2 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
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 Sett ...[truncated]... ile 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
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