Chapter 6.2: Local Interpretable Model-agnostic Explanations (LIME)
Local interpretable model-agnostic explanations (LIME) is a local explanation method which is based on surrogate models. Characteristics of LIME as well as requirements for the surroate model and its calculation are examined.