SUBPLEX: A Visual Analytics Approach to Understand Local Model Explanations at the Subpopulation Level
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Computer Graphics and Applications"
DOI: 10.1109/mcg.2022.3199727
Abstract: Understanding the interpretation of machine learning (ML) models has been of paramount importance when making decisions with societal impacts, such as transport control, financial activities, and medical diagnosis. While local explanation techniques are popular methods… read more here.
Keywords: analytics approach; subplex visual; visual analytics; model ... See more keywords