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Application of Imbalanced Data Classification Quality Metrics as Weighting Methods of the Ensemble Data Stream Classification Algorithms

In the era of a large number of tools and applications that constantly produce massive amounts of data, their processing and proper classification is becoming both increasingly hard and important. This task is hindered by changing the distribution of data over time, called the concept drift, and the...

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Autors principals: Weronika Wegier, Pawel Ksieniewicz
Format: Artigo
Idioma:Inglês
Publicat: MDPI AG 2020-07-01
Col·lecció:Entropy
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Accés en línia:https://www.mdpi.com/1099-4300/22/8/849
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