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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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Detalhes bibliográficos
Publicado no:Evol Appl
Main Authors: Sylvester, Emma V. A., Bentzen, Paul, Bradbury, Ian R., Clément, Marie, Pearce, Jon, Horne, John, Beiko, Robert G.
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5775496/
https://ncbi.nlm.nih.gov/pubmed/29387152
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/eva.12524
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