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authorGertjan van den Burg <gertjanvandenburg@gmail.com>2018-03-27 12:31:28 +0100
committerGertjan van den Burg <gertjanvandenburg@gmail.com>2018-03-27 12:31:28 +0100
commit004941896bac692d354c41a3334d20ee1d4627f7 (patch)
tree2b11e42d8524843409e2bf8deb4ceb74c8b69347 /man/gensvm.load.tiny.grid.Rd
parentupdates to GenSVM C library (diff)
downloadrgensvm-004941896bac692d354c41a3334d20ee1d4627f7.tar.gz
rgensvm-004941896bac692d354c41a3334d20ee1d4627f7.zip
GenSVM R package
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+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/gensvm.grid.R
+\name{gensvm.load.tiny.grid}
+\alias{gensvm.load.tiny.grid}
+\title{Load a tiny parameter grid for the GenSVM grid search}
+\usage{
+gensvm.load.tiny.grid()
+}
+\description{
+This function returns a parameter grid to use in the GenSVM
+grid search. This grid was obtained by analyzing the experiments done for
+the GenSVM paper and selecting the configurations that achieve accuracy
+within the 95th percentile on over 90% of the datasets. It is a good start
+for a parameter search with a reasonably high chance of achieving good
+performance on most datasets.
+
+Note that this grid is only tested to work well in combination with the
+linear kernel.
+}
+\author{
+Gerrit J.J. van den Burg, Patrick J.F. Groenen \cr
+Maintainer: Gerrit J.J. van den Burg <gertjanvandenburg@gmail.com>
+}
+\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}.
+}
+\seealso{
+\code{\link{gensvm.grid}}, \code{\link{gensvm.load.small.grid}},
+\code{\link{gensvm.load.full.grid}}.
+}
+