General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models

Christoph Molnar, Gunnar König, Julia Herbinger +6

An increasing number of model-agnostic interpretation techniques for machine learning (ML) models such as partial dependence plots (PDP), permutation feature importance (PFI) and S…