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+#' Kernels in GenSVM
+#'
+#' GenSVM can be used for both linear multiclass support vector machine 
+#' classification and for nonlinear classification with kernels. In general, 
+#' linear classification will be faster but depending on the dataset higher 
+#' classification performance can be achieved using a nonlinear kernel.
+#'
+#' The following nonlinear kernels are implemented in the GenSVM package:
+#' \describe{
+#'  \item{RBF}{The Radial Basis Function kernel is a commonly used kernel.