Tree Space Prototypes: Another Look at Making Tree Ensembles Interpretable

Sarah Tan, Matvey Soloviev, Giles Hooker +1

Ensembles of decision trees perform well on many problems, but are not interpretable. In contrast to existing approaches in interpretability that focus on explaining relationships…