State-of-the art algorithms for learning discrete Bayesian network classifiers from data, including a number of those described in Bielza & Larranaga (2014) <doi:10.1145/2576868>, with functions for prediction, model evaluation and inspection.
| Version: | 0.4.8 |
| Depends: | R (≥ 3.2.0) |
| Imports: | assertthat (≥ 0.1),entropy (≥ 1.2.0),matrixStats (≥0.14.0),rpart (≥ 4.1-8),Rcpp |
| LinkingTo: | Rcpp,BH |
| Suggests: | igraph,gRain (≥ 1.2-3),gRbase (≥ 1.7-0.1),mlr (≥ 2.2),testthat (≥ 0.8.1),knitr (≥ 1.10.5),ParamHelpers (≥ 1.5),rmarkdown (≥ 0.7),mlbench,covr |
| Published: | 2024-03-13 |
| DOI: | 10.32614/CRAN.package.bnclassify |
| Author: | Mihaljevic Bojan [aut, cre, cph], Bielza Concha [aut], Larranaga Pedro [aut], Wickham Hadley [ctb] (some code extracted from memoise package) |
| Maintainer: | Mihaljevic Bojan <boki.mihaljevic at gmail.com> |
| BugReports: | https://github.com/bmihaljevic/bnclassify/issues |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/bmihaljevic/bnclassify |
| NeedsCompilation: | yes |
| Citation: | bnclassify citation info |
| Materials: | README,NEWS |
| CRAN checks: | bnclassify results |
| Reference manual: | bnclassify.html ,bnclassify.pdf |
| Vignettes: | methods (source) overview (source,R code) usage (source,R code) |
| Package source: | bnclassify_0.4.8.tar.gz |
| Windows binaries: | r-devel:bnclassify_0.4.8.zip, r-release:bnclassify_0.4.8.zip, r-oldrel:bnclassify_0.4.8.zip |
| macOS binaries: | r-release (arm64):bnclassify_0.4.8.tgz, r-oldrel (arm64):bnclassify_0.4.8.tgz, r-release (x86_64):bnclassify_0.4.8.tgz, r-oldrel (x86_64):bnclassify_0.4.8.tgz |
| Old sources: | bnclassify archive |
| Reverse imports: | dagHMM |
Please use the canonical formhttps://CRAN.R-project.org/package=bnclassifyto link to this page.