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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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Main Authors: | , , , , |
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Formato: | Artigo |
Idioma: | Inglês |
Publicado em: |
BioMed Central
2012
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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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