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Instance-based concept learning from multiclass DNA microarray data

BACKGROUND: Various statistical and machine learning methods have been successfully applied to the classification of DNA microarray data. Simple instance-based classifiers such as nearest neighbor (NN) approaches perform remarkably well in comparison to more complex models, and are currently experie...

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Podrobná bibliografie
Hlavní autoři: Berrar, Daniel, Bradbury, Ian, Dubitzky, Werner
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2006
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC1402330/
https://ncbi.nlm.nih.gov/pubmed/16483361
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-7-73
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