Quantifying Model Complexity via Functional Decomposition for Better Post-hoc Interpretability

Christoph Molnar, Giuseppe Casalicchio, Bernd Bischl. Quantifying Model Complexity via Functional Decomposition for Better Post-hoc Interpretability. In Peggy Cellier, Kurt Driessens, editors, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part I. Volume 1167 of Communications in Computer and Information Science, pages 193-204, Springer, 2019. [doi]

Abstract

Abstract is missing.