SVM.optim: Implement the SVM function using optim()

In KenanA95/Biostats615SVM: SVM Using the optim() function

Description

Implement the SVM function using optim()

Usage

SVM.optim(x, y, cost, gradient, C, method)

Arguments

x	a matrix
y	a matrix of the classes
cost	the cost function
gradient	the gradient function
C	the hyperparameter C for SVM
method	the method to use in the optim() function. Here, we suggest L-BFGS-B or Nelder-Mead

KenanA95/Biostats615SVM documentation built on Dec. 23, 2021, 10:16 p.m.