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mclust (version 6.1)

icl: ICL for an estimated Gaussian Mixture Model

Description

Computes the ICL (Integrated Complete-data Likelihood) for criterion for a Gaussian Mixture Model fitted by Mclust.

Usage

icl(object, ...)

Value

The ICL for the given input MCLUST model.

Arguments

object

An object of class 'Mclust' resulting from a call to Mclust.

...

Further arguments passed to or from other methods.

References

Biernacki, C., Celeux, G., Govaert, G. (2000). Assessing a mixture model for clustering with the integrated completed likelihood. IEEE Trans. Pattern Analysis and Machine Intelligence, 22 (7), 719-725.

See Also

Mclust, mclustBIC, mclustICL, bic.

Examples

Run this code
mod <- Mclust(iris[,1:4])
icl(mod)

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