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Efficient use of unlabeled data for protein sequence classification: a comparative study

BACKGROUND: Recent studies in computational primary protein sequence analysis have leveraged the power of unlabeled data. For example, predictive models based on string kernels trained on sequences known to belong to particular folds or superfamilies, the so-called labeled data set, can attain signi...

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Detalhes bibliográficos
Main Authors: Kuksa, Pavel, Huang, Pai-Hsi, Pavlovic, Vladimir
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2681072/
https://ncbi.nlm.nih.gov/pubmed/19426450
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-10-S4-S2
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