Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance

João Pereira, Erik S. G. Stroes, Aeilko H. Zwinderman +1

Model transparency is a prerequisite in many domains and an increasingly popular area in machine learning research. In the medical domain, for instance, unveiling the mechanisms be…