A method for explaining individual predictions in neural networks

Background Recently, the explainability of the prediction results of machine learning models has attracted attention. Most high-performance prediction models are black boxes that cannot be explained. Artificial neural networks are also considered black box models. Although they can explain image cla...

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Bibliographic Details
Main Author: Sejong Oh
Format: Article
Language:English
Published: PeerJ Inc. 2025-04-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-2802.pdf
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