Linear components of quadratic classifiers

DOI10.1007/s11634-018-0321-6zbMath1459.62104OpenAlexW2796033909MaRDI QIDQ1999446

José R. Berrendero, Javier Cárcamo

Publication date: 27 June 2019

Published in: Advances in Data Analysis and Classification. ADAC (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10486/684626

zbMATH Keywords

feature extractionsupervised classificationFisher linear discriminant analysisquadratic discriminant analysisreduction of the dimensionoblique classification trees

Mathematics Subject Classification ID

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

Related Items

Optimal classification of Gaussian processes in homo- and heteroscedastic settings

Uses Software

• R
• UCI-ml
• caret
• tree

Cites Work

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• Classifier technology and the illusion of progress
• QUADRO: a supervised dimension reduction method via Rayleigh quotient optimization
• Bidirectional discrimination with application to data visualization
• Discriminant Functions when Covariances are Unequal and Sample Sizes are Moderate