Explaining Random Forests using Bipolar Argumentation and Markov Networks (Technical Report)

Nico Potyka, Xiang Yin, Francesca Toni

Random forests are decision tree ensembles that can be used to solve a variety of machine learning problems. However, as the number of trees and their individual size can be large,…