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Joint use of over- and under-sampling techniques and cross-validation for the development and assessment of prediction models

BACKGROUND: Prediction models are used in clinical research to develop rules that can be used to accurately predict the outcome of the patients based on some of their characteristics. They represent a valuable tool in the decision making process of clinicians and health policy makers, as they enable...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Blagus, Rok, Lusa, Lara
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4634915/
https://ncbi.nlm.nih.gov/pubmed/26537827
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-015-0784-9
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