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Determining optimal neighborhood size for ecological studies using leave-one-out cross validation

We employed a leave-one-out cross validation to determine optimally sized neighborhood. Variations between a single point and the other points within each filter size for all the points in the study area were evaluated, and the mean squared error (MSE) for each filter was calculated. The filter with...

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Detalhes bibliográficos
Main Authors: Kim, Deok Ryun, Ali, Mohammad, Sur, Dipika, Khatib, Ahmed, Wierzba, Thomas F
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3361501/
https://ncbi.nlm.nih.gov/pubmed/22471893
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1476-072X-11-10
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