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Jul, 2022
拒绝的多元半事实性解释
"Even if ..." -- Diverse Semifactual Explanations of Reject
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André Artelt, Barbara Hammer
TL;DR
本文提出利用半事实解释拒绝选项的概念模型,以实现机器学习中的可解释性,并通过实验对拒绝选项进行了评估。
Abstract
machine learning
based decision making systems applied in safety critical areas require reliable
high certainty predictions
. For this purpose, the system can be extended by an
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