Choosing k for two-class nearest neighbour classifiers with unbalanced classes

DOI10.1016/S0167-8655(02)00394-XzbMath1048.68081MaRDI QIDQ4419545

Veronica Vinciotti, David J. Hand

Publication date: 13 August 2003

Published in: Pattern Recognition Letters (Search for Journal in Brave)

zbMATH Keywords

ClassificationChoice of \(k\)Nearest neighbour methodsUnbalanced classes

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Related Items (2)

Training and assessing classification rules with imbalanced data ⋮ On the study of nearest neighbor algorithms for prevalence estimation in binary problems

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