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Comment on “Adaptive Confidence Intervals for the Test Error in Classification”

Inspired by the non-regular framework studied in Laber and Murphy (2011), we propose a family of adaptive classifiers. We discuss briefly their asymptotic properties and show that under the non-regular framework these classifiers have an “oracle property,” and consequently have smaller asymptotic va...

Täydet tiedot

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Bibliografiset tiedot
Päätekijät: Goldberg, Yair, Kosorok, Michael R.
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2012
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC3670236/
https://ncbi.nlm.nih.gov/pubmed/23741079
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2011.tm11320
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