Distributions of a General Reduced-Order Dependence Measure and Conditional Independence Testing

We study distributions of a general reduced-order dependence measure and apply the results to conditional independence testing and feature selection. Experiments with Bayesian Networks indicate that using the introduced test in the Grow and Shrink algorithm instead of Conditional Mutual Information...

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Detalles Bibliográficos
Autores principales: Kubkowski, Mariusz, Łazȩcka, Małgorzata, Mielniczuk, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304694/
http://dx.doi.org/10.1007/978-3-030-50436-6_51

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304694/
http://dx.doi.org/10.1007/978-3-030-50436-6_51

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