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Empirical evaluation of scoring functions for Bayesian network model selection
In this work, we empirically evaluate the capability of various scoring functions of Bayesian networks for recovering true underlying structures. Similar investigations have been carried out before, but they typically relied on approximate learning algorithms to learn the network structures. The sub...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2012
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3439716/ https://www.ncbi.nlm.nih.gov/pubmed/23046392 http://dx.doi.org/10.1186/1471-2105-13-S15-S14 |