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cauchy kernel for support vector machines

Usage

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

sigma

a sigma parameter for cauchy kernels