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), <http://arxiv.org/abs/1506.02371>.
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Run the SBFC algorithm on a data set using the
Make SBFC graphs based on the MCMC samples using the
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 <email@example.com>