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Testing the Calibration of Classification Models from First Principles

The accurate assessment of the calibration of classification models is severely limited by the fact that there is no easily available gold standard against which to compare a model’s outputs. The usual procedures group expected and observed probabilities, and then perform a χ(2) goodness-of-fit test...

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Detalhes bibliográficos
Main Authors: Dreiseitl, Stephan, Osl, Melanie
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3540450/
https://ncbi.nlm.nih.gov/pubmed/23304285
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