Error back-propagation algorithm for classification of imbalanced data

Classification of imbalanced data is pervasive but it is a difficult problem to solve. In order to improve the classification of imbalanced data, this letter proposes a new error function for the error back-propagation algorithm of multilayer perceptrons. The error function intensifies weight-updati...

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Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 74; no. 6; pp. 1058 - 1061
Main Author:	Oh, Sang-Hoon
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 15.02.2011
Subjects:	Error back-propagation Error function Imbalanced data Imbalanced data Error back-propagation Error function
ISSN:	0925-2312, 1872-8286
Online Access:	Get full text
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