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

<p>Abstract</p> <p>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 f...

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Bibliographic Details
Main Authors: Kim Deok Ryun, Ali Mohammad, Sur Dipika, Khatib Ahmed, Wierzba Thomas F
Format: Article
Language:English
Published: BMC 2012-04-01
Series:International Journal of Health Geographics
Subjects:
Online Access:http://www.ij-healthgeographics.com/content/11/1/10