Package: bbl 1.0.0

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>.

Authors:Jun Woo [aut, cre]

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11 exports 0.00 score 4 dependencies 3 scripts 377 downloads

Last updated 3 years agofrom:d9195ab163. Checks:OK: 9. Indexed: yes.

Exports:bblbbl.fitcrossValfreq2rawmcSamplemlestimaterandomparrandomsampreadFastaremoveConstsample_xi

Dependencies:plyrpROCRColorBrewerRcpp