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THE DOUBLY REGULARIZED SUPPORT VECTOR MACHINE

The standard L2-norm support vector machine (SVM) is a widely used tool for classification problems. The L1-norm SVM is a variant of the standard L2-norm SVM, that constrains the L1-norm of the fitted coefficients. Due to the nature of the L1-norm, the L1-norm SVM has the property of... Full description

1st Person: Wang, Li
Additional Persons: Zhu, Ji verfasserin; Zou, Hui verfasserin
Source: in Statistica Sinica Vol. 16, No. 2 (2006), p. 589-615
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Type of Publication: Article
Language: English
Published: 2006
Keywords: research-article
Online: Volltext
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