bbl
Boltzmann Bayes Learner
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>.
README
## bbl (Boltzmann Bayes Learner) - Boltzmann Bayes learning extends naive Bayes learner to include interactions between predictors - bbl provides supervised learning implementations with training and prediction methods - Latest release available at [CRAN](https://cran.r-project.org/package=bbl)
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0.0 |
rolling linux/jammy R-4.5 | bbl_1.0.0.tar.gz |
489.0 KiB |
1.0.0 |
rolling linux/noble R-4.5 | bbl_1.0.0.tar.gz |
489.0 KiB |
1.0.0 |
rolling source/ R- | bbl_1.0.0.tar.gz |
489.0 KiB |
1.0.0 |
latest linux/jammy R-4.5 | bbl_1.0.0.tar.gz |
489.0 KiB |
1.0.0 |
latest linux/noble R-4.5 | bbl_1.0.0.tar.gz |
489.0 KiB |
1.0.0 |
latest source/ R- | bbl_1.0.0.tar.gz |
489.0 KiB |
1.0.0 |
2026-04-26 source/ R- | bbl_1.0.0.tar.gz |
489.0 KiB |
1.0.0 |
2026-04-23 source/ R- | bbl_1.0.0.tar.gz |
489.0 KiB |
1.0.0 |
2026-04-09 windows/windows R-4.5 | bbl_1.0.0.zip |
1.0 MiB |
1.0.0 |
2025-04-20 source/ R- | bbl_1.0.0.tar.gz |
489.0 KiB |