Sorensen Support Vector Machine

sorensen kernel for support vector machines which is used as a graph kernel for chemical informatics

Usage

svm_sorensen(mode = "unknown", engine = "kernlab", cost = NULL, margin = NULL)

Arguments

mode

regression or classification

engine

kernlab ksvm

cost

A positive number for the cost of predicting a sample within or on the wrong side of the margin

margin

A positive number for the epsilon in the SVM insensitive loss function (regression only)