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Support Vector Machines in R

open access: yes
Being among the most popular and efficient classification and regression methods currently available, implementations of support vector machines exist in almost every popular programming language.
Kurt Hornik   +2 more
core  

Nonlinear support vector machines through iterative majorization and I-splines

open access: yes
To minimize the primal support vector machine (SVM) problem, wepropose to use iterative majorization. To do so, we propose to use it-erative majorization. To allow for nonlinearity of the predictors, we use(non)monotone spline transformations.
Groenen, P.J.F.   +2 more
core  

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