Classification Error of the Thresholded Independence Rule

DOI10.1111/SJOS.12093zbMath1364.62145OpenAlexW1607092912MaRDI QIDQ5177949

Morten Fenger-Grøn, Britta Anker Bak, Jens Ledet Jensen

Publication date: 9 March 2015

Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://pure.au.dk/ws/files/52155642/math_thiele_2012_05.pdf

zbMATH Keywords

thresholdingsparsitylinear discriminant analysisindependence rulehigh-dimensional classification

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian problems; characterization of Bayes procedures (62C10)

Related Items (1)

High dimensional classifiers in the imbalanced case

Cites Work

• Unnamed Item
• Statistics for high-dimensional data. Methods, theory and applications.
• High-dimensional classification using features annealed independence rules
• Some theory for Fisher's linear discriminant function, `naive Bayes', and some alternatives when there are many more variables than observations
• Adaptive estimation of a quadratic functional by model selection.

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