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Sequence-Based Classification Using Discriminatory Motif Feature Selection

Most existing methods for sequence-based classification use exhaustive feature generation, employing, for example, all [Image: see text]-mer patterns. The motivation behind such (enumerative) approaches is to minimize the potential for overlooking important features. However, there are shortcomings...

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Detalhes bibliográficos
Main Authors: Xiong, Hao, Capurso, Daniel, Sen, Śaunak, Segal, Mark R.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3213122/
https://ncbi.nlm.nih.gov/pubmed/22102890
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0027382
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