SMACE: A New Method for the Interpretability of Composite Decision Systems

Gianluigi Lopardo, Damien Garreau, Frédéric Precioso, Greger Ottosson. SMACE: A New Method for the Interpretability of Composite Decision Systems. In Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part I. Volume 13713 of Lecture Notes in Computer Science, pages 325-339, Springer, 2022. [doi]

Abstract

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