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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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Bibliografiske detaljer
Udgivet i:AMIA Jt Summits Transl Sci Proc
Main Authors: Balasubramanian, Jeya B., Visweswaran, Shyam, Cooper, Gregory F., Gopalakrishnan, Vanathi
Format: Artigo
Sprog:Inglês
Udgivet: American Medical Informatics Association 2014
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4333697/
https://ncbi.nlm.nih.gov/pubmed/25717394
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