Function reference • UBayFS

All functions

group_admissibility() 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() evaluateMultiple(): Evaluate a feature set

is.UBayconstraint(): Checks whether a list object implements proper UBayFS user constraints

is.UBaymodel(): Check whether an object is a UBaymodel

posteriorExpectation(): Posterior expectation of features

print(<UBayconstraint>) summary(<UBayconstraint>): Prints the `UBayconstraint` object

print(<UBaymodel>) printResults() summary(<UBaymodel>) plot(<UBaymodel>): 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

train(): UBayFS feature selection