Evaluation of the posterior probability of a class with a series of Anderson discriminant functions

DOI10.1134/S0005117919030056zbMath1482.62070OpenAlexW2940902811MaRDI QIDQ2290384

V. V. Zenkov

Publication date: 27 January 2020

Published in: Automation and Remote Control (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1134/s0005117919030056

zbMATH Keywords

classificationmachine learningROC analysisAnderson discriminant functionapproximation of discriminant functionestimating posterior class probabilityPlatt's calibrator

Mathematics Subject Classification ID

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

Related Items (1)

Applying an approximation of the Anderson discriminant function and support vector machines for solving some classification tasks

Cites Work

• Using weighted least squares to approximate the discriminant function with a cylindrical surface in classification problems
• Estimating the probability of a class at a point by the approximation of one discriminant function
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