Twin Hyper-Ellipsoidal Support Vector Machine for Binary Classification

Zeinab Ebrahimpour
Zeinab Ebrahimpour
Arash Sioofy Khoojine
Arash Sioofy Khoojine
Li Hou
Li Hou

IEEE Access, pp. 87341-87353, 2020.

Cited by: 0|Bibtex|Views4|DOI:https://doi.org/10.1109/ACCESS.2020.2990611
Other Links: academic.microsoft.com

Abstract:

In this paper, a twin hyper-ellipsoidal support vector machine (TESVM) for binary classification of data is presented. Similar to twin support SVM(TWSVM) and twin hypersphere SVM (THSVM), as in the literature, our proposed method finds two hyper-ellipsoidals by solving two related SVM-type quadratic programming problem (QPPs), each of whi...More

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