Conceptlinear support vector machine

ID

linear-svm

Kind

type

Name

linear support vector machine

Description

A linear support vector machine for classification or regression. Linear SVMs are exponential family linear models, analogous to logistic regression, but fit by mimimizing constraint violations to inequalities between likelihood ratios, rather than by maximizing the likelihood (see Mark Schmidt's 2009 paper "A note on structural extensions of SVMs").

Is

• exponential-family-linear-model
• euclidean-model

External links

• Support-vector machine#Linear SVM