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| author | Gertjan van den Burg <gertjanvandenburg@gmail.com> | 2018-03-27 12:31:28 +0100 |
|---|---|---|
| committer | Gertjan van den Burg <gertjanvandenburg@gmail.com> | 2018-03-27 12:31:28 +0100 |
| commit | 004941896bac692d354c41a3334d20ee1d4627f7 (patch) | |
| tree | 2b11e42d8524843409e2bf8deb4ceb74c8b69347 /man/gensvm.load.tiny.grid.Rd | |
| parent | updates to GenSVM C library (diff) | |
| download | rgensvm-004941896bac692d354c41a3334d20ee1d4627f7.tar.gz rgensvm-004941896bac692d354c41a3334d20ee1d4627f7.zip | |
GenSVM R package
Diffstat (limited to 'man/gensvm.load.tiny.grid.Rd')
| -rw-r--r-- | man/gensvm.load.tiny.grid.Rd | 33 |
1 files changed, 33 insertions, 0 deletions
diff --git a/man/gensvm.load.tiny.grid.Rd b/man/gensvm.load.tiny.grid.Rd new file mode 100644 index 0000000..9ef0694 --- /dev/null +++ b/man/gensvm.load.tiny.grid.Rd @@ -0,0 +1,33 @@ +% 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}}. +} + |
