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Learning classification models with soft-label information

OBJECTIVE: Learning of classification models in medicine often relies on data labeled by a human expert. Since labeling of clinical data may be time-consuming, finding ways of alleviating the labeling costs is critical for our ability to automatically learn such models. In this paper we propose a ne...

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Bibliografiske detaljer
Main Authors: Nguyen, Quang, Valizadegan, Hamed, Hauskrecht, Milos
Format: Artigo
Sprog:Inglês
Udgivet: BMJ Publishing Group 2014
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3994863/
https://ncbi.nlm.nih.gov/pubmed/24259520
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/amiajnl-2013-001964
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