| icl {mclust} | R Documentation |
Computes the ICL (Integrated Complete-data Likelihood) for criterion for a Gaussian Mixture Model fitted by Mclust.
icl(object, ...)
object |
An object of class |
... |
Further arguments passed to or from other methods. |
The ICL for the given input MCLUST model.
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.
C. Fraley, A. E. Raftery, T. B. Murphy and L. Scrucca (2012). mclust Version 4 for R: Normal Mixture Modeling for Model-Based Clustering, Classification, and Density Estimation. Technical Report No. 597, Department of Statistics, University of Washington.
Mclust,
mclustBIC,
mclustICL,
bic.
mod = Mclust(iris[,1:4]) icl(mod)