Relationship between the accuracy of classifier error estimation and complexity of decision boundary

DOI10.1016/j.patcog.2012.10.020zbMath1264.68139OpenAlexW2059425949MaRDI QIDQ1951251

Chao Sima, Edward R. Dougherty, Esmaeil Atashpaz-Gargari, Ulisses M. Braga-Neto

Publication date: 4 June 2013

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2012.10.020

zbMATH Keywords

error estimationsmall samplescomplexity of decision boundarydistribution complexity

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10)

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