Publication details

Drift Severity Metric



Year of publication 2010
Type Article in Proceedings
Conference ECAI 2010
MU Faculty or unit

Faculty of Informatics

Field Informatics
Keywords Data Streams; Concept Drift; Drift Rate
Description Concept drift in data is usually considered only as abrupt or gradual thus referring to the speed of change. Such simple distinguishing by speed is sufficient for most of the problems, but there might be situations for which a finer representation would be of use. This paper studies further the phenomenon of concept drift and introduces a simple measure which is relevant to the speed and amount of change between different concepts.
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