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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...
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| Main Authors: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2012
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| Assuntos: | |
| Acesso em linha: | 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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