Can Confirmation Measures Reflect Statistically Sound Dependencies in Data? The Concordance-based Assessment

The paper considers particular interestingness measures, called confirmation measures (also known as Bayesian confirmation measures), used for the evaluation of “if evidence, then hypothesis” rules. The agreement of such measures with a statistically sound (significant) dependency between the eviden...

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Bibliographic Details
Main Authors: Susmaga Robert, Szczęch Izabela
Format: Article
Language:English
Published: Sciendo 2018-03-01
Series:Foundations of Computing and Decision Sciences
Subjects:
Online Access:https://doi.org/10.1515/fcds-2018-0004