A multi-criteria approach for selecting an explanation from the set of counterfactuals produced by an ensemble of explainers

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Ignacy Stepka, Mateusz Lango, Jerzy Stefanowski

Published: 01 Jan 2024, Last Modified: 06 Aug 2024Int. J. Appl. Math. Comput. Sci. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Counterfactuals are widely used to explain ML model predictions by providing alternative scenarios for obtaining more desired predictions. They can be...