Towards Refined Classifications Driven by SHAP Explanations

Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein. Towards Refined Classifications Driven by SHAP Explanations. In Andreas Holzinger, Peter Kieseberg, A. Min Tjoa, Edgar Weippl, editors, Machine Learning and Knowledge Extraction - 6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2022, Vienna, Austria, August 23-26, 2022, Proceedings. Volume 13480 of Lecture Notes in Computer Science, pages 68-81, Springer, 2022. [doi]

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