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Sparse Multicategory Generalized Distance Weighted Discrimination in Ultra-High Dimensions

Distance weighted discrimination (DWD) is an appealing classification method that is capable of overcoming data piling problems in high-dimensional settings. Especially when various sparsity structures are assumed in these settings, variable selection in multicategory classification poses great chal...

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Библиографические подробности
Опубликовано в: :Entropy (Basel)
Главные авторы: Su, Tong, Wang, Yafei, Liu, Yi, Branton, William G., Asahchop, Eugene, Power, Christopher, Jiang, Bei, Kong, Linglong, Tang, Niansheng
Формат: Artigo
Язык:Inglês
Опубликовано: MDPI 2020
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC7712546/
https://ncbi.nlm.nih.gov/pubmed/33287025
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22111257
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