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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Vydané v:	Pattern recognition Ročník 90; s. 346 - 362
Hlavní autori:	Sun, MengXin, Liu, KunHong, Wu, QingQiang, Hong, QingQi, Wang, BeiZhan, Zhang, Haiying
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.06.2019
Predmet:	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
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