SVM-Boosting based on Markov resampling: Theory and algorithm.

Jiang, Hongwei; Zou, Bin; Xu, Chen; Xu, Jie; Tang, Yuan Yan

Jiang, Hongwei; Zou, Bin; Xu, Chen; Xu, Jie; Tang, Yuan Yan.

Afiliação

Jiang H; Faculty of Mathematics and Statistics, Hubei Key Laboratory of Applied Mathematics, Hubei University, Wuhan 430062, China. Electronic address: jhw940466281@163.com.
Zou B; Faculty of Mathematics and Statistics, Hubei Key Laboratory of Applied Mathematics, Hubei University, Wuhan 430062, China. Electronic address: zoubin0502@gmail.com.
Xu C; Department of Mathematics and Statistics, University of Ottawa, Ottawa, ON K1N 6N5, Canada. Electronic address: cx3@uottawa.ca.
Xu J; Faculty of Computer Science and Information Engineering, Hubei University, Wuhan 430062, China. Electronic address: frangipani@hubu.edu.cn.
Tang YY; Faculty of Science and Technology, University of Macau, China. Electronic address: yytang@umac.mo.

Neural Netw ; 131: 276-290, 2020 Nov.

Article em En | MEDLINE | ID: mdl-32836044

Assuntos

Máquina de Vetores de Suporte/normas; Cadeias de Markov

Palavras-chave

Boosting; Consistency; Resampling; Uniformly ergodic Markov chain (u.e.M.c.)

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Máquina de Vetores de Suporte Tipo de estudo: Health_economic_evaluation / Prognostic_studies Idioma: En Ano de publicação: 2020 Tipo de documento: Article

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