On Explaining Decision Trees

Yacine Izza, Alexey Ignatiev, Joao Marques-Silva

Decision trees (DTs) epitomize what have become to be known as interpretable machine learning (ML) models. This is informally motivated by paths in DTs being often much smaller tha…