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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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Detaylı Bibliyografya
Yayımlandı:Proc Int Fla AI Res Soc Conf
Asıl Yazarlar: Xue, Yanbing, Hauskrecht, Milos
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2017
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC5512716/
https://ncbi.nlm.nih.gov/pubmed/28725883
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