IEEE - Institute of Electrical and Electronics Engineers, Inc. - Expected Classification Error of the Euclidean Linear Classifier under Sudden Concept Drift

2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)

Author(s): I. Zliobaite
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2008
Conference Location: Shandong, China
Conference Date: 18 October 2008
Volume: 2
Page(s): 29 - 33
ISBN (Paper): 978-0-7695-3305-6
DOI: 10.1109/FSKD.2008.305
Regular:

We look at binary online classification in the light of sudden concept drift (data exhibits non-stationarity). The accuracy of the classifier trained on a mixture of old and new data is compared... View More

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