bgmm-package {bgmm}R Documentation

Belief-Based Gaussian Mixture Modeling


This package implements partially supervised mixture modeling methods: soft-label and belief-based modeling, the semi-supervised methods and for completeness also unsupervised and fully supervised methods for mixture modeling.


Package: bgmm
Type: Package
Version: 1.8
Date: 2017-02-22
License: GPL-3
LazyLoad: yes

For short overview see the webpage


Przemyslaw Biecek \& Ewa Szczurek

Maintainer: Przemyslaw Biecek <>


Przemyslaw Biecek, Ewa Szczurek, Martin Vingron, Jerzy Tiuryn (2012), The R Package bgmm: Mixture Modeling with Uncertain Knowledge, Journal of Statistical Software.

See Also

Package for unsupervised learning of Gaussian mixture model link{mclust}, methods for supervised learning link{MASS::lda()}, link{MASS::qda()}.


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[Package bgmm version 1.8.5 Index]