Credal ensembles of classifiers

DOI10.1016/j.csda.2012.11.010zbMath1471.62047OpenAlexW2139515255MaRDI QIDQ1621364

Alessandro Antonucci, Giorgio Corani

Publication date: 8 November 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2012.11.010

zbMATH Keywords

classificationBayesian model averagingimprecise probabilityAODEcredal classificationcompression-based averagingcredal ensemble

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (5)

Special issue on imprecision in statistical data analysis ⋮ The complexity of computation and approximation of the \(t\)-ratio over one-dimensional interval data ⋮ Thirty years of credal networks: specification, algorithms and complexity ⋮ Robust classification of multivariate time series by imprecise hidden Markov models ⋮ The multilabel naive credal classifier

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