CRAN

mclust 5.4.4

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

Released Jun 27, 2019 by Luca Scrucca

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.

Installation

Maven

This package can be included as a dependency from a Java or Scala project by including the following your project's pom.xml file. Read more about embedding Renjin in JVM-based projects.

<dependencies>
  <dependency>
    <groupId>org.renjin.cran</groupId>
    <artifactId>mclust</artifactId>
    <version>5.4.4-b1</version>
  </dependency>
</dependencies>
<repositories>
  <repository>
    <id>bedatadriven</id>
    <name>bedatadriven public repo</name>
    <url>https://nexus.bedatadriven.com/content/groups/public/</url>
  </repository>
</repositories>

View build log

Renjin CLI

If you're using Renjin from the command line, you load this library by invoking:

library('org.renjin.cran:mclust')

Test Results

This package was last tested against Renjin 0.9.2726 on Jul 13, 2019.

• BrierScore-examples
• Mclust-examples
• MclustDA-examples
• MclustDR-examples
• adjustedRandIndex-examples
• cdens-examples
• cdfMclust-examples
• clPairs-examples
• classError-examples
• clustCombi-examples
• clustCombiOptim-examples
• covw-examples
• cross-examples
• decomp2sigma-examples
• defaultPrior-examples
• densityMclust-examples
• dmvnorm-examples
• emControl-examples
• errorBars-examples
• hc-examples
• hcE-examples
• hclass-examples
• hdrlevels-examples
• hypvol-examples
• icl-examples
• majorityVote-examples
• map-examples
• mapClass-examples
• mclust.options-examples
• mclustBIC-examples
• mclustICL-examples
• mclustModel-examples
• mclustModelNames-examples
• meE-examples
• mvn-examples
• nMclustParams-examples
• nVarParams-examples
• partconv-examples
• partuniq-examples
• predict.Mclust-examples
• predict.MclustDR-examples
• priorControl-examples
• randomOrthogonalMatrix-examples
• randomPairs-examples
• sigma2decomp-examples
• sim-examples
• summary.Mclust-examples
• summary.MclustDA-examples
• summary.mclustBIC-examples
• uncerPlot-examples
• unmap-examples

Source

View GitHub Mirror

Release History

• 5.4.4
• 5.4.3
• 5.4.2
• 5.4.1
• 5.4
• 5.3
• 5.2.3
• 5.2.2
• 5.2.1
• 5.2
• 5.1
• 5.0.2
• 5.0.1
• 5.0.0
• 4.4
• 4.3
• 4.2
• 4.1
• 4.0
• 3.5
• 3.4.11
• 3.4.10
• 3.4.9
• 3.4.8
• 3.4.7
• 3.4.6
• 3.4.5
• 3.4.4
• 3.4.3
• 3.4.2
• 3.4.1
• 3.4
• 3.3.2
• 3.3.1
• 3.2.1
• 3.2
• 3.1-10.3
• 3.1-10
• 3.1-9
• 3.1-8
• 3.1-7
• 3.1-6
• 3.1-5
• 3.1-4
• 3.1-3
• 3.1-2
• 3.1-1
• 3.1-0
• 3.0-0
• 2.1-14
• 2.1-13
• 2.1-12
• 2.1-11
• 2.1-10
• 2.1-9
• 2.1-8
• 2.1-7
• 2.1-6
• 2.1-5
• 2.1-4
• 2.1-3
• 2.1-2
• 2.1-1
• 2.1-0
• 2.0-3
• 2.0-2
• 2.0-1
• 1.1-7
• 1.1-6
• 1.1-5
• 1.1-4
• 1.1-3
• 1.1-2
• 1.1-1