Kernel multilogit algorithm for multiclass classification

DOI10.1016/J.CSDA.2014.09.007OpenAlexW2049721117MaRDI QIDQ1623757

Oscar Dalmau, Graciela Adriana González, Teresa E. M. Alarcón

Publication date: 23 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.2014.09.007

zbMATH Keywords

classificationlinear modelkernelmultilogit function

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Linear regression; mixed models (62J05) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• UCI-ml
• LIBLINEAR
• PRMLT

Cites Work

• Block coordinate descent algorithms for large-scale sparse multiclass classification
• Classification tree analysis using TARGET
• Multinomial logistic regression algorithm
• PRMLT
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