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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Bibliographic Details
Main Authors: Albert Costa, Rafael Giusti, Eulanda M. dos Santos
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Informatics
Subjects:
Online Access:https://www.mdpi.com/2227-9709/12/1/13
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