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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...

Täydet tiedot

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Bibliografiset tiedot
Päätekijät: Valizadegan, Hamed, Amizadeh, Saeed, Hauskrecht, Milos
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2012
Aiheet:
Linkit: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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