On the Peaking of the Hughes Mean Recognition Accuracy: The Resolution of an Apparent Paradox

DOI10.1109/TSMC.1978.4309980zbMath0378.68047MaRDI QIDQ4157963

Jan Van Campenhout

Publication date: 1978

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

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10)

Related Items (5)

A martingale approach to the problem of dimensionality and performance of bayesian classifiers: asymptotic results ⋮ Effect of dimensionality and estimation on the performance of Gaussian classifiers ⋮ Non‐linear Trainable Classifier in IRd ⋮ A theoretical analysis of the peaking phenomenon in classification ⋮ Average classification accuracy over collections of Gaussian problems - common covariance matrix case

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