most citedModel Reporting for Certifiable AI: A Proposal from Merging EU Regulation into AI Development

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cs.NE2022★ 4 cited

A Nested Genetic Algorithm for Explaining Classification Data Sets with Decision Rules

Paul-Amaury Matt, Rosina Ziegler, Danilo Brajovic +2

Our goal in this paper is to automatically extract a set of decision rules (rule set) that best explains a classification data set. First, a large set of decision rules is extracte…