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Model averaging strategies for structure learning in Bayesian networks with limited data

BACKGROUND: Considerable progress has been made on algorithms for learning the structure of Bayesian networks from data. Model averaging by using bootstrap replicates with feature selection by thresholding is a widely used solution for learning features with high confidence. Yet, in the context of l...

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書目詳細資料
Main Authors: Broom, Bradley M, Do, Kim-Anh, Subramanian, Devika
格式: Artigo
語言:Inglês
出版: BioMed Central 2012
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC3426799/
https://ncbi.nlm.nih.gov/pubmed/23320818
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-13-S13-S10
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