Identity conditions for nearest-neighbor and potential-function classifiers

DOI10.1016/0020-0255(79)90030-6zbMath0443.62045OpenAlexW2017762366MaRDI QIDQ1144340

Lee J. White, Thomas Snabb, Sargur N. Srihari

Publication date: 1979

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/2027.42/23481

zbMATH Keywords

algorithmdecision rulenearest-neighbor ruleerror-rateexponential potential functionpotential-function classifiertwo-class decision surfaces

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (1)

An algorithm for determining identity of nearest-neighbor and potential function decision rules

Cites Work

• Potential function algorithms for pattern recognition learning machines
• A comparison of the decision surfaces of the nearest neighbour and potential function classifiers
• Computer-oriented approaches to pattern recognition
• Discriminatory Analysis. Nonparametric Discrimination: Consistency Properties
• A Theory of Adaptive Pattern Classifiers
• Nearest neighbor pattern classification

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