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.
decohereTransdapter(adapter = getImpRfZ)
Arguments
adapter: importance adapter to transform.
Returns
transformed importance adapter which can be fed into getImp argument of the Boruta function.
Examples
set.seed(777)# SRX data only contains multivariate interactionsdata(srx)# Decoherence transform removes them all,# leaving no confirmed featuresBoruta(Y~.,data=srx,getImp=decohereTransdapter())