Specific-Input LIME Explanations for Tabular Data Based on Deep Learning Models

Deep learning researchers believe that as deep learning models evolve, they can perform well on many tasks. However, the complex parameters of deep learning models make it difficult for users to understand how deep learning models make predictions. In this paper, we propose the specific-input local...

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Bibliographic Details
Main Authors: Junkang An, Yiwan Zhang, Inwhee Joe
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/15/8782