Skip to content

mclust

Gaussian Mixture Modelling for Model-Based Clustering, Classification, and Density Estimation

v6.1.2 · Oct 31, 2025 · GPL (>= 2)
CRAN GitHub Mirror

Description

Gaussian finite mixture models fitted via EM algorithm for model-based clustering, classification, and density estimation, including Bayesian regularization, dimension reduction for visualisation, and resampling-based inference.

Downloads

81.8K

Last 30 days

394th

234.2K

Last 90 days

939K

Last year

Trend: +7.9% (30d vs prior 30d)

CRAN Check Status

3 NOTE
11 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (3 non-OK)
NOTE r-oldrel-macos-arm64

installed package size

installed size is  5.6Mb
  sub-directories of 1Mb or more:
    doc   2.9Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.7Mb
  sub-directories of 1Mb or more:
    doc   2.9Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  5.1Mb
  sub-directories of 1Mb or more:
    doc   2.9Mb

Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is  5.6Mb
  sub-directories of 1Mb or more:
    doc   2.9Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.7Mb
  sub-directories of 1Mb or more:
    doc   2.9Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  5.1Mb
  sub-directories of 1Mb or more:
    doc   2.9Mb

Reverse Dependencies (187)

depends

CNprep FitUltD HDoutliers HyperG IntNMF LPKsample MBCbook MetabolAnalyze SQN baggingbwsel clustvarsel manet mclustAddons msos probout robustDA

imports

AMISforInfectiousDiseases AnimalSequences BCClong BayesCVI Bchron BimodalIndex CHMM CICA ClassDiscovery Cluster.OBeu ContaminatedMixt CrossClustering DIscBIO DR.SC EMMIXgene FCPS FourWayHMM FuzzySpec GMMinit GeometricMorphometricsMix GridOnClusters HDCD ICSClust IMIFA IMIX JANE KScorrect LMest LOMAR LUCIDus LogConcDEAD Luminescence MAINT.Data MSclust MatrixHMM MetabolSSMF MixtureMissing MoEClust Morpho OutSeekR PINSPlus PPbigdata PRECAST PUGMM PredPsych ProFAST RChASM RGMM SAGMM SIBERG TipDatingBeast UniversalCVI UpDown VBLPCM WACS autocogs bayesCureRateModel beadplexr bootcluster bpgmm cemco chemometrics clap clickb clustAnalytics clustMD clustTMB clusterMI clusterWebApp cytometree dCUR daltoolbox deepgmm diceR do3PCA drcte dsb evprof expSBM fabMix fdm2id flexCWM fpc funIHC geocausal iClusterVB idiffomix immunaut integIRTy ks linkspotter lnmCluster mem metasnf modelSelection mombf msir mtlgmm norMmix npde oclust opGMMassessment otrimle pivmet ppgmmga prabclus projectLSA robCompositions sBIC saemix scutr sharp shinyWGD spaceNet splinetree stIHC theftdlc tidyLPA tsrobprep vimpclust vscc wevid

suggests

AdaptGauss CerioliOutlierDetection ChemoSpec Evacluster FactorHet HSAUR HSAUR2 HSAUR3 IBclust MSclassifR MVA OTclust QuadratiK RCTS REdaS RankAggreg SillyPutty StatDA Umpire andrews bayestestR broom clValid clusternomics cmbClust coca condvis2 factoextra insight klic latrend mixedLSR mlr3cluster motifcluster mulgar optimCheck parameters performance qVarSel robustfa scDHA scISR see starvz tclust telescope tidySEM tidylearn varclust

Dependency Network

Dependencies Reverse dependencies CNprep FitUltD HDoutliers HyperG IntNMF LPKsample MBCbook MetabolAnalyze SQN baggingbwsel clustvarsel manet mclustAddons msos probout +172 more reverse deps mclust

Version History

new 6.1.2 Mar 10, 2026
updated 6.1.2 ← 6.1.1 diff Oct 30, 2025
updated 6.1.1 ← 6.1 diff Apr 28, 2024
updated 6.1 ← 6.0.1 diff Feb 22, 2024
updated 6.0.1 ← 6.0.0 diff Nov 14, 2023
updated 6.0.0 ← 5.4.10 diff Oct 30, 2022
updated 5.4.10 ← 5.4.9 diff May 19, 2022
updated 5.4.9 ← 5.4.8 diff Dec 16, 2021
updated 5.4.8 ← 5.4.7 diff Nov 4, 2021
updated 5.4.7 ← 5.4.6 diff Nov 19, 2020
updated 5.4.6 ← 5.4.5 diff Apr 10, 2020
updated 5.4.5 ← 5.4.4 diff Jul 7, 2019
updated 5.4.4 ← 5.4.3 diff Jun 26, 2019
updated 5.4.3 ← 5.4.2 diff Mar 13, 2019
updated 5.4.2 ← 5.4.1 diff Nov 16, 2018
updated 5.4.1 ← 5.4 diff Jun 26, 2018
updated 5.4 ← 5.3 diff Nov 21, 2017
updated 5.3 ← 5.2.3 diff May 20, 2017
updated 5.2.3 ← 5.2.2 diff Mar 12, 2017
updated 5.2.2 ← 5.2.1 diff Jan 21, 2017