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Analysis of Descriptors of Concept Drift and Their Impacts

Concept drift, a phenomenon that can lead to degradation of classifier performance over time, is commonly addressed in the literature through detection and reaction strategies. However, these strategies often rely on complete classifier retraining without considering the properties of the drift, whi...

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Hlavní autoři: Albert Costa, Rafael Giusti, Eulanda M. dos Santos
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2025-01-01
Edice:Informatics
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On-line přístup:https://www.mdpi.com/2227-9709/12/1/13
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