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On the Precise Error Analysis of Support Vector Machines

This paper investigates the asymptotic behavior of the soft-margin and hard-margin support vector machine (SVM) classifiers for simultaneously high-dimensional and numerous data (large <inline-formula><tex-math notation="LaTeX">$n$</tex-math></inline-formula> and large <inline-formula><tex-math nota...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Abla Kammoun, Mohamed-Slim AlouiniFellow
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: IEEE 2021-01-01
Saila:IEEE Open Journal of Signal Processing
Gaiak:
Sarrera elektronikoa:https://ieeexplore.ieee.org/document/9324992/
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