Rule-based approximation of black-box classifiers for tabular data to generate global and local explanations

Cezary Maszczyk, Michal Kozielski, Marek Sikora. Rule-based approximation of black-box classifiers for tabular data to generate global and local explanations. In Maria Ganzha, Leszek A. Maciaszek, Marcin Paprzycki, Dominik Slezak, editors, Proceedings of the 17th Conference on Computer Science and Intelligence Systems, FedCSIS 2022, Sofia, Bulgaria, September 4-7, 2022. Volume 30 of Annals of Computer Science and Information Systems, pages 89-92, 2022. [doi]

Abstract

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