BESS: CV BeSS fit

In FRESA.CAD: Feature Selection Algorithms for Computer Aided Diagnosis

CV BeSS fit

Description

Fits a BeSS::bess object to the data, and return the selected features

Usage

	BESS(formula = formula, data=NULL, method="sequential", ic.type="BIC",...)
    BESS_GSECTION(formula = formula, data=NULL, method="gsection", ic.type="NULL",...)
    BESS_EBIC(formula = formula, data=NULL, ic.type="EBIC",...)

Arguments

formula	The base formula to extract the outcome
data	The data to be used for training the bess model
method	BeSS: Methods to be used to select the optimal model size
ic.type	BeSS: Types of best model returned.
...	Parameters to be passed to the BeSS::bess function

Value

fit	The BsSS::bess fitted object
formula	The formula
usedFeatures	The list of features used by fit
selectedfeatures	The character vector of the model features according to BeSS type

Author(s)

Jorge Orozco

See Also

BeSS::bess

FRESA.CAD documentation built on June 26, 2024, 1:07 a.m.