Neighborhood scheme selection for classification with SCRD method
Articles
Giedrius Stabingis
Vilnius University
Lijana Stabingienė
Klaipeda University
Published 2015-12-15
https://doi.org/10.15388/LMR.A.2015.18
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Keywords

spatial classification
supervised classification
neighborhood
neighborhood schemes

How to Cite

Stabingis G. and Stabingienė L. (2015) “Neighborhood scheme selection for classification with SCRD method”, Lietuvos matematikos rinkinys, 56(A), pp. 101–106. doi: 10.15388/LMR.A.2015.18.

Abstract

When using Spatial Correlation Rule with Distance (SCRD) the selection of the neighborhood scheme influences classification accuracy. Spatial dependency in different situations remains at various distances, so, according to this, in applications it is important to choose a suitable neighborhood scheme. In the earlier papers of the authors, the nearest neighbor scheme was used. In this paper, several different neighborhood schemes are examined by large experiment.

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