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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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Bibliographische Detailangaben
Hauptverfasser: Kim, Deok Ryun, Ali, Mohammad, Sur, Dipika, Khatib, Ahmed, Wierzba, Thomas F
Format: Artigo
Sprache:Inglês
Veröffentlicht: BioMed Central 2012
Schlagworte:
Online Zugang: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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