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Applications of random forest feature selection for fine‐scale genetic population assignment

Genetic population assignment used to inform wildlife management and conservation efforts requires panels of highly informative genetic markers and sensitive assignment tests. We explored the utility of machine‐learning algorithms (random forest, regularized random forest and guided regularized rand...

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Detalles Bibliográficos
Autores principales: Sylvester, Emma V. A., Bentzen, Paul, Bradbury, Ian R., Clément, Marie, Pearce, Jon, Horne, John, Beiko, Robert G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5775496/
https://www.ncbi.nlm.nih.gov/pubmed/29387152
http://dx.doi.org/10.1111/eva.12524