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On Multilabel Classification Methods of Incompletely Labeled Biomedical Text Data

Multilabel classification is often hindered by incompletely labeled training datasets; for some items of such dataset (or even for all of them) some labels may be omitted. In this case, we cannot know if any item is labeled fully and correctly. When we train a classifier directly on incompletely lab...

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Detalhes bibliográficos
Main Authors: Kolesov, Anton, Kamyshenkov, Dmitry, Litovchenko, Maria, Smekalova, Elena, Golovizin, Alexey, Zhavoronkov, Alex
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3920912/
https://ncbi.nlm.nih.gov/pubmed/24587817
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/781807
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