Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning

Anna Saranti, Miroslav Hudec, Erika Mináriková, Zdenko Takác, Udo Großschedl, Christoph Koch 0006, Bastian Pfeifer, Alessa Angerschmid, Andreas Holzinger. Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning. Machine Learning and Knowledge Extraction, 4(4):924-953, December 2022. [doi]

Abstract

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