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Variable Selection for Support Vector Machines in Moderately High Dimensions

The support vector machine (SVM) is a powerful binary classification tool with high accuracy and great flexibility. It has achieved great success, but its performance can be seriously impaired if many redundant covariates are included. Some efforts have been devoted to studying variable selection fo...

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Detaylı Bibliyografya
Yayımlandı:J R Stat Soc Series B Stat Methodol
Asıl Yazarlar: Zhang, Xiang, Wu, Yichao, Wang, Lan, Li, Runze
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2015
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC4709852/
https://ncbi.nlm.nih.gov/pubmed/26778916
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssb.12100
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