Bayesian Minimum Mean-Square Error Estimation for Classification Error—Part I: Definition and the Bayesian MMSE Error Estimator for Discrete Classification

DOI10.1109/TSP.2010.2084572zbMath1391.62115MaRDI QIDQ4572741

Lori A. Dalton, Edward R. Dougherty

Publication date: 18 July 2018

Published in: IEEE Transactions on Signal Processing (Search for Journal in Brave)

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian problems; characterization of Bayes procedures (62C10)

Related Items (5)

Event-based state estimation of linear dynamic systems with unknown exogenous inputs ⋮ Moments and root-mean-square error of the Bayesian MMSE estimator of classification error in the Gaussian model ⋮ Classifier design given an uncertainty class of feature distributions via regularized maximum likelihood and the incorporation of biological pathway knowledge in steady-state phenotype classification ⋮ Optimal mean-square-error calibration of classifier error estimators under Bayesian models ⋮ Theory of optimal Bayesian feature filtering

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