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method
(redirected from nearest neighbor method)

   Also found in: Dictionary/thesaurus, Medical, Encyclopedia, Wikipedia 0.01 sec.
method noun arrangement, blueprint, classification, consistency, course, course of action, custom, discipline, essablished order, fixed order, formula, habit, layout, logical order, manner, master plan, means, mode, modus, order, orderliness, orderly arrangement, orderly dispooition, organization, plan, practice, procedure, process, program of action, ratio, reduction to order, regular arrangement, regularity, regularity of action, routine, rule, scheme of arrangement, sequence, settled procedure, setup, system, tactic, technique, uniformity, via, way, working plan
Associated concepts: business methods, method of operaaions
See also: act, arrangement, array, avenue, behavior, campaign, channel, conduct, conduit, contrivance, course, custom, device, direction, disposition, expedient, facility, form, guide, instrumentality, key, manner, means, mode, modus operandi, opportunity, order, plan, policy, practice, procedure, process, regularity, rule, scheme, science, solution, strategy, style, system, technicality, technique, undertaking, usage

METHOD. The mode of operating or the means of attaining an object.
     2. It has been questioned whether the method of making a thing can be patented. But it has been considered that a method or mode may be the subject of a patent, because, when the object of two patents or effects to be produced is essentially the same, they may both be valid, if the modes of attaining the desired effect are essentially different. Dav. Pat. Cas. 290; 2 B. & Ald. 350; 2 H. Bl. 492; 8 T. R. 106; 4 Burr. 2397; Gods. on Pat. 85; Perpigna, Manuel des Inventeurs, &c., c. 1, sect. 5, Sec. 1, p. 22.



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Nearest neighbor methods regained popularity after Kibler and Aha showed that the simplest of the nearest neighbor models could produce excellent results for a variety of domains.
Imputation cells are formed in much the same way as for the nearest neighbor method.
Because of the variability of the spatial locations of the data set, the nearest neighbor method better bridges the gap between more distant observations without "over-smoothing" closer observations that have differing values.
 
 
 
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