PnT: Born-again tree-based model via fused decision path encoding

Noy Cohen-Shapira, Lior Rokach

Abstract: Highlights•PnT, a novel approach that learns a path-based encoding from a decision forest.•PnT-DT, a contradiction-free born-again tree, converting forest knowledge into a DT.•PnT-RF enhances RF’s predictive performance via path-based encoding.