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(m, n)-mer—a simple statistical feature for sequence classification

SUMMARY: The (m, n)-mer is a simple alternative classification feature based on conditional probability distributions. In this application note, we compared k-mer and (m, n)-mer frequency features in 11 distinct datasets used for binary, multiclass and clustering classifications. Our findings show t...

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Detalles Bibliográficos
Autores principales: de Andrade, Amanda Araújo Serrão, Grivet, Marco, Brustolini, Otávio, Vasconcelos, Ana Tereza Ribeiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10338135/
https://www.ncbi.nlm.nih.gov/pubmed/37448814
http://dx.doi.org/10.1093/bioadv/vbad088