1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
|
\name{varUsed}
\alias{varUsed}
\title{Variables used in a random forest}
\description{
Find out which predictor variables are actually used in the random forest.
}
\usage{
varUsed(x, by.tree=FALSE, count=TRUE)
}
\arguments{
\item{x}{An object of class \code{randomForest}.}
\item{by.tree}{Should the list of variables used be broken down by
trees in the forest?}
\item{count}{Should the frequencies that variables appear in trees be
returned?}
}
\value{
If \code{count=TRUE} and \code{by.tree=FALSE}, a integer vector containing
frequencies that variables are used in the forest. If
\code{by.tree=TRUE}, a matrix is returned, breaking down the counts by
tree (each column corresponding to one tree and each row to a variable).
If \code{count=FALSE} and \code{by.tree=TRUE}, a list of integer
indices is returned giving the variables used in the trees, else if
\code{by.tree=FALSE}, a vector of integer indices giving the
variables used in the entire forest.
}
\seealso{
\code{\link{randomForest}}
}
\examples{
data(iris)
set.seed(17)
varUsed(randomForest(Species~., iris, ntree=100))
}
\author{Andy Liaw}
\keyword{tree}
|
