Semantic Reasoning from Model-Agnostic Explanations

Timen Stepišnik Perdih, Nada Lavrač, Blaž Škrlj

With the wide adoption of black-box models, instance-based \emph{post hoc} explanation tools, such as LIME and SHAP became increasingly popular. These tools produce explanations, p…