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Active Learning of Multi-Class Classifiers with Auxiliary Probabilistic Information

Our ability to learn accurate classification models from data is often limited by the number of available data instances. This limitation is of particular concern when data instances need to be labeled by humans and when the labeling process carries a significant cost. Recent years witnessed increas...

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Podrobná bibliografie
Vydáno v:Proc Int Fla AI Res Soc Conf
Hlavní autoři: Xue, Yanbing, Hauskrecht, Milos
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6364859/
https://ncbi.nlm.nih.gov/pubmed/30740606
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