Evaluating the Impact of Uncertainty Visualization on Model Reliance

Machine learning models have gained traction as decision support tools for tasks that require processing copious amounts of data. However, to achieve the primary benefits of automating this part of decision-making, people must be able to trust the machine learning model's outputs. In order to e...

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Publié dans:IEEE transactions on visualization and computer graphics. - 1996. - 30(2024), 7 vom: 01. Juli, Seite 4093-4107
Auteur principal: Zhao, Jieqiong (Auteur)
Autres auteurs: Wang, Yixuan, Mancenido, Michelle V, Chiou, Erin K, Maciejewski, Ross
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on visualization and computer graphics
Sujets:Journal Article