A User-Guided Bayesian Framework for Ensemble Feature Selection

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Documentation for package ‘UBayFS’ version 1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

admissibility	Admissibility for constraint group
bcw	Breast Cancer Wisconsin dataset
build.UBayconstraint	Build a customized constraint for UBayFS
build.UBaymodel	Build an ensemble for UBayFS
buildConstraints	Build a constraint system
buildDecorrConstraints	Build decorrelation constraints
build_train_set	Perform stratified data partition.
evaluateFS	Evaluate a feature set
evaluateMultiple	Evaluate a feature set
group_admissibility	Admissibility for constraint group
is.UBayconstraint	Checks whether a list object implements proper UBayFS user constraints
is.UBaymodel	Check whether an object is a UBaymodel
plot.UBaymodel	Print a UBayFS model
posteriorExpectation	Posterior expectation of features
print.UBayconstraint	Prints the 'UBayconstraint' object
print.UBaymodel	Print a UBayFS model
printResults	Print a UBayFS model
runInteractive	Run an interactive Shiny app for demonstration
sampleInitial	Initial feature set sampling using probabilistic Greedy algorithm
setConstraints	Set constraints in UBaymodel object
setOptim	Set optimization parameters in a UBaymodel object
setWeights	Set weights in UBaymodel object
summary.UBayconstraint	Prints the 'UBayconstraint' object
summary.UBaymodel	Print a UBayFS model
train	UBayFS feature selection