A comparison of the decision surfaces of the nearest neighbour and potential function classifiers

DOI10.1016/0020-0255(73)90011-XzbMath0248.68041OpenAlexW1984836626MaRDI QIDQ2556225

B. G. Batchelor

Publication date: 1973

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

Full work available at URL: https://doi.org/10.1016/0020-0255(73)90011-x

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Related Items (4)

An algorithm for determining identity of nearest-neighbor and potential function decision rules ⋮ Identity conditions for nearest-neighbor and potential-function classifiers ⋮ EXPERIMENTAL AND PRAGMATIC APPROACHES TO PATTERN RECOGNITION ⋮ Instability of the decision surfaces of the nearest neighbour and potential function classifiers

Cites Work

• A learning scheme for the Nearest Neighbour Classifier
• A Theory of Adaptive Pattern Classifiers

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