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A test for spatial randomness based on k-NN distances

โœ Scribed by Guangzhou Zeng; Richard C Dubes

Publisher
Elsevier Science
Year
1985
Tongue
English
Weight
482 KB
Volume
3
Category
Article
ISSN
0167-8655

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The nearest neighbor rule or k-nearest neighbor rule is a technique of nonparametric pattern recognition. Its algorithm is simple and the error is smaller than twice the Bayes error if there are enough training samples. However, it requires an enormous amount of computation, proportional to the numb