Measuring Feature Importance of Convolutional Neural Networks

Measuring Feature Importance of Convolutional Neural Networks

Convolutional neural networks have demonstrated powerful abilities to achieve state-of-the-art results in many classification tasks, while the interpretability and reliability of these complicated models are also a non-negligible problem. Understanding how these networks arrive at their final decisi...

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Bibliographic Details
Main Authors: Xiaohang Zhang, Jiuyi Gao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Class discriminability
convolutional neural networks
model interpretation
feature importance
visualization map
Online Access:https://ieeexplore.ieee.org/document/9244164/

Internet

https://ieeexplore.ieee.org/document/9244164/

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