Reduction strategies for hierarchical multi-label classification in protein function prediction

BACKGROUND: Hierarchical Multi-Label Classification is a classification task where the classes to be predicted are hierarchically organized. Each instance can be assigned to classes belonging to more than one path in the hierarchy. This scenario is typically found in protein function prediction, con...

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Detalles Bibliográficos
Autores principales: Cerri, Ricardo, Barros, Rodrigo C., P. L. F. de Carvalho, André C., Jin, Yaochu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Methodology Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5024469/
https://www.ncbi.nlm.nih.gov/pubmed/27627880
http://dx.doi.org/10.1186/s12859-016-1232-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5024469/
https://www.ncbi.nlm.nih.gov/pubmed/27627880
http://dx.doi.org/10.1186/s12859-016-1232-1

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