From 381266b57b48e8005099b4ea5762d08455c2e5ba Mon Sep 17 00:00:00 2001 From: Gertjan van den Burg Date: Fri, 9 Feb 2018 16:34:57 +0000 Subject: initial commit --- R/gensvm-kernels.R | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 R/gensvm-kernels.R (limited to 'R/gensvm-kernels.R') diff --git a/R/gensvm-kernels.R b/R/gensvm-kernels.R new file mode 100644 index 0000000..8e445c0 --- /dev/null +++ b/R/gensvm-kernels.R @@ -0,0 +1,10 @@ +#' 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. -- cgit v1.2.3