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Selective Model Averaging with Bayesian Rule Learning for Predictive Biomedicine

Accurate disease classification and biomarker discovery remain challenging tasks in biomedicine. In this paper, we develop and test a practical approach to combining evidence from multiple models when making predictions using selective Bayesian model averaging of probabilistic rules. This method is...

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Библиографические подробности
Опубликовано в: :AMIA Jt Summits Transl Sci Proc
Главные авторы: Balasubramanian, Jeya B., Visweswaran, Shyam, Cooper, Gregory F., Gopalakrishnan, Vanathi
Формат: Artigo
Язык:Inglês
Опубликовано: American Medical Informatics Association 2014
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC4333697/
https://ncbi.nlm.nih.gov/pubmed/25717394
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