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Explaining Supervised Learning Models: A Preliminary Study on Binary Classifiers

Published in Ergonomics in Design The Quarterly of Human Factors Applications • Jan 29, 2020
NobleIDNI6P90W32R24S18
Authors:
Xiaomei Wang
,
Ann M. Bisantz
,
Matthew L. Bolton

Abstract

The reach of artificial intelligence continues to grow, particularly with the expansion of machine learning techniques that capitalize on increased computing power. Such systems could have tremendous benefits by providing predictions and suggestions. However, they are limited by the fact that they o...

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