sbfc-package: Selective Bayesian Forest Classifier

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An MCMC algorithm for simultaneous feature selection and classification, and visualization of the selected features and feature interactions. An implementation of SBFC by Krakovna, Du and Liu (2015), <>.


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Run the SBFC algorithm on a data set using the sbfc function. Make SBFC graphs based on the MCMC samples using the sbfc_graph function. Other analysis, e.g. feature selection plots using signal_var_proportion (based on how often each variable appeared in the signal group).


Viktoriya Krakovna Maintainer: Viktoriya Krakovna <>

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