Fidex and FidexGlo: From Local Explanations to Global Explanations of Deep Models

Deep connectionist models are characterized by many neurons grouped together in many successive layers. As a result, their data classifications are difficult to understand. We present two novel algorithms which explain the responses of several black-box machine learning models. The first is Fidex, w...

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Bibliographic Details
Main Authors: Guido Bologna, Jean-Marc Boutay, Damian Boquete, Quentin Leblanc, Deniz Köprülü, Ludovic Pfeiffer
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Algorithms
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Online Access:https://www.mdpi.com/1999-4893/18/3/120
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