R/svm_rbf_kernlab.R

In topepo/parsnip: A Common API to Modeling and Analysis Functions

#' Radial basis function support vector machines (SVMs) via kernlab
#'
#' [kernlab::ksvm()] fits a support vector machine model. For classification,
#' the model tries to maximize the width of the margin between classes.
#' For regression, the model optimizes a robust loss function that is only
#' affected by very large model residuals.
#'
#' @includeRmd man/rmd/svm_rbf_kernlab.md details
#'
#' @name details_svm_rbf_kernlab
#' @keywords internal
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# See inst/README-DOCS.md for a description of how these files are processed