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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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| Main Authors: | , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
BioMed Central
2012
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| Assuntos: | |
| Acesso em linha: | 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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