On Explainability of Cluster Prototypes with Rough Sets: A Case Study in the FMCG Market

Despite the growing popularity of machine learning (ML), such solutions are often incomprehensible to employees and difficult to control. Addressing this issue, we discuss some essential problems of explainable ML applications in the fast-moving consumer goods (FMCG) market. This research puts forwa...

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Bibliographic Details
Main Authors: Grzegorowski Marek, Janusz Andrzej, Marcinowski Łukasz, Skowron Andrzej, Ślęzak Dominik, Śliwa Grzegorz
Format: Article
Language:English
Published: Sciendo 2025-03-01
Series:International Journal of Applied Mathematics and Computer Science
Subjects:
Online Access:https://doi.org/10.61822/amcs-2025-0002
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