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LogSum + L(2) penalized logistic regression model for biomarker selection and cancer classification

Biomarker selection and cancer classification play an important role in knowledge discovery using genomic data. Successful identification of gene biomarkers and biological pathways can significantly improve the accuracy of diagnosis and help machine learning models have better performance on classif...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Liu, Xiao-Ying, Wu, Sheng-Bing, Zeng, Wen-Quan, Yuan, Zhan-Jiang, Xu, Hong-Bo
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7747646/
https://ncbi.nlm.nih.gov/pubmed/33335163
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-79028-0
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