Strobl, Carolin; Boulesteix, Anne-Laure; Zeileis, Achim; … - 2006
a sensible means for variable selection in many applications, but are not reliable in situations where potential … variable selection. The two mechanisms underlying this deficiency are biased variable selection in the individual … other hand. We propose to employ an alternative implementation of random forests, that provides unbiased variable selection …