String Support Vector Machine — svm_string • maize

stringdot for support vector machines

Usage

svm_string(
  x,
  y,
  mode = "unknown",
  engine = "kernlab",
  cost = NULL,
  length = NULL,
  lambda = NULL,
  normalized = TRUE,
  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
length: The length of the substrings considered
lambda: The decay factor
normalized: normalize string kernel values, (default = TRUE)
margin: A positive number for the epsilon in the SVM insensitive loss function (regression only)