Adaptive multinomial regression with overlapping groups for multi-class classification of lung cancer.

Li, Juntao; Wang, Yanyan; Song, Xuekun; Xiao, Huimin

Li, Juntao; Wang, Yanyan; Song, Xuekun; Xiao, Huimin.

Afiliação

Li J; College of Mathematics and Information Science, Henan Normal University, Xinxiang, 453007, China. Electronic address: juntaolimail@126.com.
Wang Y; College of Mathematics and Information Science, Henan Normal University, Xinxiang, 453007, China. Electronic address: yanyanwangmail@126.com.
Song X; College of Information Technology, Henan University of Chinese Medicine, Zhengzhou, 450046, China. Electronic address: bioinformatics_son@126.com.
Xiao H; College of Computer and Information Engineering, Henan University of Economics and Law, Zhengzhou, 450002, China. Electronic address: huiminxiao@126.com.

Comput Biol Med ; 100: 1-9, 2018 09 01.

Article em En | MEDLINE | ID: mdl-29957558

Assuntos

Algoritmos; Neoplasias Pulmonares; Aprendizado de Máquina; Modelos Biológicos; Humanos; Neoplasias Pulmonares/classificação; Neoplasias Pulmonares/metabolismo; Neoplasias Pulmonares/patologia

Palavras-chave

Imbalanced data; Multi-class classification; Overlapping group lasso; Weighted gene co-expression networks

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Algoritmos / Aprendizado de Máquina / Neoplasias Pulmonares / Modelos Biológicos Limite: Humans Idioma: En Revista: Comput Biol Med Ano de publicação: 2018 Tipo de documento: Article

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