stabSel-class {lessSEM}

Class for stability selection

Description

Class for stability selection

Slots

regularized

names of regularized parameters

tuningParameters

data.frame with tuning parameter values

stabilityPaths

matrix with percentage of parameters being non-zero averaged over all subsets for each setting of the tuning parameters

percentSelected

percentage with which a parameter was selected over all tuning parameter settings

selectedParameters

final selected parameters

settings

internal