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Interpreting Deep Learning Model Using Rule-based Method

Published in arXiv (Cornell University) • Oct 15, 2020
NobleIDNI9P68W17R65S62
Authors:
Xiaojian Wang
,
Jingyuan Wang
,
Ke Tang

Abstract

Deep learning models are favored in many research and industry areas and have reached the accuracy of approximating or even surpassing human level. However they've long been considered by researchers as black-box models for their complicated nonlinear property. In this paper, we propose a multi-leve...

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