Selective Bayesian Forest Classifier

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Documentation for package ‘sbfc’ version 1.0.3

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sbfc-package Selective Bayesian Forest Classifier
corral_augmented Augmented corral data set: synthetic data with correlated attributes augmented with noise features
data_disc Data set discretization and formatting
edge_density_plot Plots the density of edges in a given group over the MCMC iterations
heart Heart disease data set: disease outcomes given health attributes
logposterior_plot Log posterior plot
madelon Madelon data set: synthetic data from NIPS 2003 feature selection challenge
sbfc Selective Bayesian Forest Classifier (SBFC) algorithm
sbfc_graph SBFC graph
signal_size_plot Trace plot of Group 1 size
signal_var_proportion Signal variable proportion