Nearest-neighbor classification with categorical variables.

DOI10.1016/S0167-9473(98)00032-2zbMath1042.62563OpenAlexW1976771267MaRDI QIDQ1275099

Samuel E. Buttrey

Publication date: 12 January 1999

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0167-9473(98)00032-2

zbMATH Keywords

Cross-validationOptimal scalingChoice of MetricFisher's Criterion

Mathematics Subject Classification ID

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

Related Items (2)

Kernel-based linear classification on categorical data ⋮ Missing data imputation, matching and other applications of random recursive partitioning

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Cites Work

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• An Optimal Global Nearest Neighbor Metric
• Estimating Optimal Transformations for Multiple Regression and Correlation
• A class of feature extraction criteria and its relation to the Bayes risk estimate
• Multivariate binary discrimination by the kernel method

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