The Impact of Feature Selection on the Information Held in Bioinformatics Data

The present research examines a wide range of attribute selection methods – 86 methods that include both ranking and subset evaluation approaches. The efficacy evaluation of these methods is carried out using bioinformatics data sets provided by the Latvian Biomedical Research and Study Centre. The...

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Autori principali: Gasparovica-Asite Madara, Polaka Inese, Alekseyeva Ludmila
Natura: Artigo
Lingua:Inglês
Pubblicazione: RTU PRESS 2015-12-01
Serie:Information Technology and Management Science
Soggetti:
Bioinformatics
classification
data mining
diagnostics
feature selection
Accesso online:http://www.degruyter.com/view/j/itms.2015.18.issue-1/itms-2015-0018/itms-2015-0018.xml?format=INT
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