A novel ECOC algorithm for multiclass microarray data classification based on data complexity analysis

•We proposed a novel ECOC algorithm for multiclass microarray data classification based on the data complexity theory.•Various data complexity measures are deployed to detect the intrinsic characteristics of microarray data sets, so as to produce diverse coding matrices.•A new data complexity measur...

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Bibliographic Details

Published in:	Pattern recognition Vol. 90; pp. 346 - 362
Main Authors:	Sun, MengXin, Liu, KunHong, Wu, QingQiang, Hong, QingQi, Wang, BeiZhan, Zhang, Haiying
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.06.2019
Subjects:	Data complexity Error correcting output codes (ECOC) Microarray data Multiclass Error correcting output codes (ECOC) Data complexity Multiclass Microarray data
ISSN:	0031-3203, 1873-5142
Online Access:	Get full text
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