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Jul, 2022
计算解释NBCs的相关特征
On Computing Relevant Features for Explaining NBCs
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Yacine Izza, Joao Marques-Silva
TL;DR
本文研究了朴素贝叶斯分类器中相关特征的计算，并表明这些特征的简明集合可以很容易地获得，从而解决了形式化方法在可解释性人工智能领域的重要难题。
Abstract
Despite the progress observed with
model-agnostic explainable ai
(XAI), it is the case that model-agnostic XAI can produce incorrect explanations. One alternative are the so-called formal approaches to XAI, that include
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