decohereTransdapter: Decohere transdapter
In Boruta: Wrapper Algorithm for All Relevant Feature Selection

decohereTransdapter

R Documentation

Decohere transdapter

Description

Applies the decoherence transformation to the input, destroying all multivariate interactions. It will trash the Boruta result, only apply if you know what are you doing! Works only for categorical decision.

Usage

decohereTransdapter(adapter = getImpRfZ)

Arguments

adapter

importance adapter to transform.

Value

transformed importance adapter which can be fed into getImp argument of the Boruta function.

Examples

set.seed(777)
# SRX data only contains multivariate interactions
data(srx)
# Decoherence transform removes them all,
# leaving no confirmed features
Boruta(Y~.,data=srx,getImp=decohereTransdapter())

Boruta documentation built on Nov. 12, 2022, 9:06 a.m.