Adaptively weighted large-margin angle-based classifiers

DOI10.1016/j.jmva.2018.03.004zbMath1499.62210OpenAlexW2789976824WikidataQ64119845 ScholiaQ64119845MaRDI QIDQ1750000

Sanguo Zhang, Sheng Fu, Yu Feng Liu

Publication date: 17 May 2018

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc6287911

zbMATH Keywords

robustnessFisher consistencySVMmulticategory classificationweighted learning

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (3)

Apportioned margin approach for cost sensitive large margin classifiers ⋮ Angle-based cost-sensitive multicategory classification ⋮ Simplex-based Multinomial Logistic Regression with Diverging Numbers of Categories and Covariates

Uses Software

• LIBLINEAR
• ElemStatLearn
• PRMLT

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