sbfc: Selective Bayesian Forest Classifier
Version 1.0.1

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), .

Browse man pages Browse package API and functions Browse package files

AuthorViktoriya Krakovna
Date of publication2016-07-16 23:06:58
MaintainerViktoriya Krakovna <vkrakovna@gmail.com>
LicenseGPL (>= 2)
Version1.0.1
URL http://github.com/vkrakovna/sbfc
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("sbfc")

Man pages

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

Functions

average_sbfc_graph Source code
average_sbfc_graph_edges Source code
corral_augmented Man page
data_disc Man page Source code
edge_density_plot Man page Source code
edge_freq_plot Source code
freq_matrix Source code
heart Man page
iteration_plot Source code
logposterior_plot Man page Source code
madelon Man page
sbfc Man page Source code
sbfc-package Man page
sbfc_cpp Source code
sbfc_graph Man page Source code
signal_size_plot Man page Source code
signal_var_proportion Man page Source code
single_sbfc_graph Source code
tree_size_plot Source code

Files

src
src/sbfc.cpp
src/RcppExports.cpp
NAMESPACE
data
data/madelon.rda
data/corral_augmented.rda
data/heart.rda
R
R/sbfc.R
R/RcppExports.R
R/datasets_anon.R
R/datasets.R
MD5
build
build/partial.rdb
DESCRIPTION
man
man/sbfc-package.Rd
man/corral_augmented.Rd
man/data_disc.Rd
man/signal_var_proportion.Rd
man/madelon.Rd
man/logposterior_plot.Rd
man/signal_size_plot.Rd
man/sbfc.Rd
man/edge_density_plot.Rd
man/sbfc_graph.Rd
man/heart.Rd
sbfc documentation built on May 19, 2017, 8:51 a.m.