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The projection score - an evaluation criterion for variable subset selection in PCA visualization

BACKGROUND: In many scientific domains, it is becoming increasingly common to collect high-dimensional data sets, often with an exploratory aim, to generate new and relevant hypotheses. The exploratory perspective often makes statistically guided visualization methods, such as Principal Component An...

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Библиографические подробности
Главные авторы: Fontes, Magnus, Soneson, Charlotte
Формат: Artigo
Язык:Inglês
Опубликовано: BioMed Central 2011
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC3167802/
https://ncbi.nlm.nih.gov/pubmed/21798031
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-12-307
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