A model-agnostic, network theory-based framework for supporting XAI on classifiers

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Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Giorgio Terracina, Domenico Ursino, Luca Virgili

Published: 01 Jan 2024, Last Modified: 19 Sept 2025Expert Syst. Appl. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Performing model-agnostic Explainable AI on classifiers.•Introducing the concept of dyscrasia of feature occurrences.•Assessing the relevance of a feature during classification.