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Quantifying and Visualizing Attribute Interactions

Published in ArXiv.org • Aug 1, 2003
NobleIDNI6P31W53R77S78
Authors:
Aleks Jakulin
,
Ivan Bratko

Abstract

Interactions are patterns between several attributes in data that cannot be inferred from any subset of these attributes. While mutual information is a well-established approach to evaluating the interactions between two attributes, we surveyed its generalizations as to quantify interactions between...

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