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Learning a Weighted Meta-Sample Based Parameter Free Sparse Representation Classification for Microarray Data

Sparse representation classification (SRC) is one of the most promising classification methods for supervised learning. This method can effectively exploit discriminating information by introducing a [Image: see text] regularization terms to the data. With the desirable property of sparisty, SRC is...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Liao, Bo, Jiang, Yan, Yuan, Guanqun, Zhu, Wen, Cai, Lijun, Cao, Zhi
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2014
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4130588/
https://ncbi.nlm.nih.gov/pubmed/25115965
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0104314
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