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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>.

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## 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

VersionRepositoryFileSize
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

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