Decision Concept Lattice vs. Decision Trees and Random Forests

Egor Dudyrev, Sergei O. Kuznetsov

Decision trees and their ensembles are very popular models of supervised machine learning. In this paper we merge the ideas underlying decision trees, their ensembles and FCA by pr…