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\name{icl}
\alias{icl}
\title{
ICL for an estimated Gaussian Mixture Model
}
\description{
Computes the ICL (Integrated Complete-data Likelihood) for criterion for a Gaussian Mixture Model fitted by \code{\link{Mclust}}.
}
\usage{
icl(object, \dots)
}
\arguments{
\item{object}{
An object of class \code{'Mclust'} resulting from a call to \code{\link{Mclust}}.
}
\item{\dots}{Further arguments passed to or from other methods.}
}
\value{
The ICL for the given input MCLUST model.
}
\references{
Biernacki, C., Celeux, G., Govaert, G. (2000).
Assessing a mixture model for clustering with the integrated completed likelihood.
\emph{IEEE Trans. Pattern Analysis and Machine Intelligence}, 22 (7), 719-725.
}
\seealso{
\code{\link{Mclust}},
\code{\link{mclustBIC}},
\code{\link{mclustICL}},
\code{\link{bic}}.
}
\examples{
mod <- Mclust(iris[,1:4])
icl(mod)
}
\keyword{cluster}
|
