Optimal probabilistic feature shifts for reclassification in tree ensembles

Víctor Blanco, Alberto Japón, Justo Puerto +1

In this paper we provide a novel mathematical optimization based methodology to perturb the features of a given observation to be re-classified, by a tree ensemble classification r…