Interpretation and Simplification of Deep Forest

Sangwon Kim, Mira Jeong, Byoung Chul Ko

This paper proposes a new method for interpreting and simplifying a black box model of a deep random forest (RF) using a proposed rule elimination. In deep RF, a large number of de…