Probability of Error, Expected Divergence, and the Affinity of Several Distributions

DOI10.1109/TSMC.1978.4310001zbMath0383.62037OpenAlexW2971892400MaRDI QIDQ4164204

Godfried T. Toussaint

Publication date: 1978

Published in: IEEE Transactions on Systems, Man, and Cybernetics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1109/tsmc.1978.4310001

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (6)

GEOMETRIC PROXIMITY GRAPHS FOR IMPROVING NEAREST NEIGHBOR METHODS IN INSTANCE-BASED LEARNING AND DATA MINING ⋮ Equality conditions in an inequality for affinities of finite measures ⋮ A symmetric information divergence measure of the Csiszár's \(f\)-divergence class and its bounds ⋮ Generalized Symmetric Divergence Measures and the Probability of Error ⋮ An upper bound on the probability of misclassification in terms of Matusita's measure of affinity ⋮ Divergence measures between populations: applications in the exponential family

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