Support vector class description (SVCD): Classification in kernel space

Pilsung Kang, Sungzoon Cho · Intelligent Data Analysis · 2012

We proposed a kernel-based binary classification algorithm, named support vector class description (SVCD), which is an extended version of support vector domain description (SVDD) for one-class classification. SVCD constructs two compact hyperspheres

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