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\name{boxplot.stablelearnerList}
\alias{boxplot.stablelearner}
\alias{boxplot.stablelearnerList}
\title{Illustrate Results from Stability Assessment}
\description{
Illustrates the results from stability assessments performed by
\code{\link{stability}} using boxplots.
}
\usage{
\method{boxplot}{stablelearnerList}(x, ..., main = NULL, xlab = NULL, ylab = NULL, reverse = TRUE)
\method{boxplot}{stablelearner}(x, ...)
}
\arguments{
\item{x}{an object of class \code{"stablelearnerList"} to be illustrated.}
\item{\dots}{Arguments passed to \code{\link{boxplot}}.}
\item{main}{a character specifying the title. By default set to \code{NULL}.}
\item{xlab}{a character specifying the title for the x axis. By default set
to \code{"Learner"}.}
\item{ylab}{a character specifying the title for the y axis. By default set
to \code{NULL}.}
\item{reverse}{logical. If \code{reverse = TRUE} (default), the similarity
values are transformed (reversed) such that higher values indicate a higher
stability.}
}
\seealso{\code{\link{stability}}, \code{\link{summary.stablelearnerList}}}
\examples{
\donttest{
library("partykit")
r1 <- ctree(Species ~ ., data = iris)
library("rpart")
r2 <- rpart(Species ~ ., data = iris)
stab <- stability(r1, r2, names = c("ctree", "rpart"))
boxplot(stab)
}
}
\keyword{resampling}
\keyword{similarity}
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