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Adaptive Confidence Intervals for the Test Error in Classification

The estimated test error of a learned classifier is the most commonly reported measure of classifier performance. However, constructing a high quality point estimator of the test error has proved to be very difficult. Furthermore, common interval estimators (e.g. confidence intervals) are based on t...

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Autori principali: Laber, Eric B., Murphy, Susan A.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2011
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC3285493/
https://ncbi.nlm.nih.gov/pubmed/22053123
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2010.tm10053
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