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% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/resampleHist.R
\name{resampleHist}
\alias{resampleHist}
\title{Plot the resampling distribution of the model statistics}
\usage{
resampleHist(object, type = "density", ...)
}
\arguments{
\item{object}{an object resulting form a call to \code{\link{train}}}
\item{type}{a character string. Either "hist" or "density"}
\item{\dots}{options to pass to histogram or densityplot}
}
\value{
a object of class \code{trellis}
}
\description{
Create a lattice histogram or densityplot from the resampled outcomes from a
\code{train} object.
}
\details{
All the metrics from the object are plotted, but only for the final model.
For more comprehensive plots functions, see \code{\link{histogram.train}},
\code{\link{densityplot.train}}, \code{\link{xyplot.train}},
\code{\link{stripplot.train}}.
For the plot to be made, the \code{returnResamp} argument in
\code{\link{trainControl}} should be either "final" or "all".
}
\examples{
\dontrun{
data(iris)
TrainData <- iris[,1:4]
TrainClasses <- iris[,5]
knnFit <- train(TrainData, TrainClasses, "knn")
resampleHist(knnFit)
}
}
\seealso{
\code{\link{train}}, \code{\link[lattice]{histogram}},
\code{\link[lattice:histogram]{densityplot}}, \code{\link{histogram.train}},
\code{\link{densityplot.train}}, \code{\link{xyplot.train}},
\code{\link{stripplot.train}}
}
\author{
Max Kuhn
}
\keyword{hplot}
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