Multinomial regression with elastic net penalty and its grouping effect in gene selection

DOI10.1155/2014/569501zbMath1468.62304OpenAlexW2160207237WikidataQ59039528 ScholiaQ59039528MaRDI QIDQ1724410

Liuyuan Chen, Jie Yang, Juntao Li, Xiao-yu Wang

Publication date: 14 February 2019

Published in: Abstract and Applied Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2014/569501

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Applications of mathematical programming (90C90)

Uses Software

• glmnet
• vbmp

Cites Work

• Variable selection for multicategory SVM via adaptive sup-norm regularization
• Huberized Multiclass Support Vector Machine for Microarray Classification
• Penalized logistic regression for detecting gene interactions
• Sparse kernel logistic regression based on L 1/2 regularization
• OnL₁-Norm Multiclass Support Vector Machines
• Regularization and Variable Selection Via the Elastic Net
• Multicategory Support Vector Machines
• Gene selection for cancer classification using support vector machines
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