Improving Feature Extraction by Replacing the Fisher Criterion by an Upper Error Bound

A lot of alternatives and constraints have been proposed in order to improve the Fisher criterion. But most of them are not linked to the error rate, the primary interest in many applications of classification. By introducing an upper bound for the error rate a criterion is developed which can improve the classification performance.

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Year of publication:	2005
Authors:	Weihs, Claus ; Luebke, Karsten
Institutions:	Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund
Subject:	Fisher criterion \| Linear discriminant analysis \| Feature extraction

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Extent:	application/pdf
Series:	Technical Reports.
Type of publication:	Book / Working Paper
Language:	English
Notes:	Number 2005,19
Source:	RePEc - Research Papers in Economics

Persistent link: https://ebvufind01.dmz1.zbw.eu/10009216979