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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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Veröffentlicht in:Proc Int Fla AI Res Soc Conf
Hauptverfasser: Xue, Yanbing, Hauskrecht, Milos
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2018
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6364859/
https://ncbi.nlm.nih.gov/pubmed/30740606
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