StrategyAtlas : Strategy Analysis for Machine Learning Interpretability

Businesses in high-risk environments have been reluctant to adopt modern machine learning approaches due to their complex and uninterpretable nature. Most current solutions provide local, instance-level explanations, but this is insufficient for understanding the model as a whole. In this work, we s...

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Publié dans:IEEE transactions on visualization and computer graphics. - 1996. - 29(2023), 6 vom: 27. Juni, Seite 2996-3008
Auteur principal: Collaris, Dennis (Auteur)
Autres auteurs: van Wijk, Jarke J
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on visualization and computer graphics
Sujets:Journal Article