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How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysis

BACKGROUND: Prediction methods are increasingly used in biosciences to forecast diverse features and characteristics. Binary two-state classifiers are the most common applications. They are usually based on machine learning approaches. For the end user it is often problematic to evaluate the true pe...

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Detalhes bibliográficos
Autor principal: Vihinen, Mauno
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3303716/
https://ncbi.nlm.nih.gov/pubmed/22759650
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2164-13-S4-S2
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