Sparse Multicategory Generalized Distance Weighted Discrimination in Ultra-High Dimensions.

Su, Tong; Wang, Yafei; Liu, Yi; Branton, William G; Asahchop, Eugene; Power, Christopher; Jiang, Bei; Kong, Linglong; Tang, Niansheng

Su, Tong; Wang, Yafei; Liu, Yi; Branton, William G; Asahchop, Eugene; Power, Christopher; Jiang, Bei; Kong, Linglong; Tang, Niansheng.

Afiliación

Su T; Key Lab of Statistical Modeling and Data Analysis of Yunnan Province, Yunnan University, Kunming 650091, China.
Wang Y; Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, AB T6G 2G1, Canada.
Liu Y; Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, AB T6G 2G1, Canada.
Branton WG; Department of Medicine (Neurology), University of Alberta, Edmonton, AB T6G 2G1, Canada.
Asahchop E; Department of Medicine (Neurology), University of Alberta, Edmonton, AB T6G 2G1, Canada.
Power C; Department of Medicine (Neurology), University of Alberta, Edmonton, AB T6G 2G1, Canada.
Jiang B; Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, AB T6G 2G1, Canada.
Kong L; Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, AB T6G 2G1, Canada.
Tang N; Key Lab of Statistical Modeling and Data Analysis of Yunnan Province, Yunnan University, Kunming 650091, China.

Entropy (Basel) ; 22(11)2020 Nov 05.

Article en En | MEDLINE | ID: mdl-33287025

Palabras clave

DWD; L2-consistency; high dimension; multicategory classification; proximal algorithm; sparse group lasso

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Prognostic_studies Idioma: En Revista: Entropy (Basel) Año: 2020 Tipo del documento: Article País de afiliación: China Pais de publicación: Suiza

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