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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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Detalles Bibliográficos
Autores principales: Kim, Deok Ryun, Ali, Mohammad, Sur, Dipika, Khatib, Ahmed, Wierzba, Thomas F
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3361501/
https://www.ncbi.nlm.nih.gov/pubmed/22471893
http://dx.doi.org/10.1186/1476-072X-11-10