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Efficient Learning of Classification Models from Soft-label Information by Binning and Ranking

Construction of classification models from data in practice often requires additional human effort to annotate (label) observed data instances. However, this annotation effort may often be too costly and only a limited number of data instances may be feasibly labeled. The challenge is to find method...

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Detalhes bibliográficos
Publicado no:Proc Int Fla AI Res Soc Conf
Main Authors: Xue, Yanbing, Hauskrecht, Milos
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5512716/
https://ncbi.nlm.nih.gov/pubmed/28725883
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