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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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Bibliografiset tiedot
Julkaisussa:BMC Bioinformatics
Päätekijät: Cerri, Ricardo, Barros, Rodrigo C., P. L. F. de Carvalho, André C., Jin, Yaochu
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: BioMed Central 2016
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC5024469/
https://ncbi.nlm.nih.gov/pubmed/27627880
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-016-1232-1
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