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Iterative improvement of a nearest neighbor classifier

โœ Scribed by Hung-Chun Yau; Michael T. Manry


Book ID
108019927
Publisher
Elsevier Science
Year
1991
Tongue
English
Weight
741 KB
Volume
4
Category
Article
ISSN
0893-6080

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Fast implementations of nearest neighbor
โœ Patrick J. Grother; Gerald T. Candela; James L. Blue ๐Ÿ“‚ Article ๐Ÿ“… 1997 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 641 KB

Standard implementations of non-parametric classifiers have large computational requirements. Parzen classifiers use the distances of an unknown vector to all N prototype samples, and consequently exhibit O(N) behavior in both memory and time. We describe four techniques for expediting the nearest n