From 004941896bac692d354c41a3334d20ee1d4627f7 Mon Sep 17 00:00:00 2001 From: Gertjan van den Burg Date: Tue, 27 Mar 2018 12:31:28 +0100 Subject: GenSVM R package --- man/coef.gensvm.Rd | 42 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 42 insertions(+) create mode 100644 man/coef.gensvm.Rd (limited to 'man/coef.gensvm.Rd') diff --git a/man/coef.gensvm.Rd b/man/coef.gensvm.Rd new file mode 100644 index 0000000..73d7a9a --- /dev/null +++ b/man/coef.gensvm.Rd @@ -0,0 +1,42 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/coef.gensvm.R +\name{coef.gensvm} +\alias{coef.gensvm} +\title{Get the coefficients of the fitted GenSVM model} +\usage{ +\method{coef}{gensvm}(object, ...) +} +\arguments{ +\item{object}{a \code{gensvm} object} + +\item{\dots}{further arguments are ignored} +} +\value{ +The coefficients of the GenSVM model. This is a matrix of size +\eqn{(n_{features} + 1) x (n_{classes} - 1)}. This matrix is used to project +the input data to a low dimensional space using the equation: \eqn{XW + t} +where \eqn{X} is the input matrix, \eqn{t} is the first row of the matrix +returned by this function, and \eqn{W} is the \eqn{n_{features} x +(n_{classes} - 1)} matrix formed by the remaining rows. +} +\description{ +Returns the model coefficients of the GenSVM object +} +\examples{ +x <- iris[, -5] +y <- iris[, 5] + +fit <- gensvm(x, y) +V <- coef(fit) + +} +\author{ +Gerrit J.J. van den Burg, Patrick J.F. Groenen \cr +Maintainer: Gerrit J.J. van den Burg +} +\references{ +Van den Burg, G.J.J. and Groenen, P.J.F. (2016). \emph{GenSVM: A Generalized +Multiclass Support Vector Machine}, Journal of Machine Learning Research, +17(225):1--42. URL \url{http://jmlr.org/papers/v17/14-526.html}. +} + -- cgit v1.2.3