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Sampling Strategies to Evaluate the Performance of Unknown Predictors

The focus of this paper is on how to select a small sample of examples for labeling that can help us to evaluate many different classification models unknown at the time of sampling. We are particularly interested in studying the sampling strategies for problems in which the prevalence of the two cl...

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Detalhes bibliográficos
Main Authors: Valizadegan, Hamed, Amizadeh, Saeed, Hauskrecht, Milos
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4063531/
https://ncbi.nlm.nih.gov/pubmed/24955293
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1137/1.9781611972825.43
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