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ClusVis (version 1.2.0)

Gaussian-Based Visualization of Gaussian and Non-Gaussian Model-Based Clustering

Description

Gaussian-Based Visualization of Gaussian and Non-Gaussian Model-Based Clustering done on any type of data. Visualization is based on the probabilities of classification.

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Version

Install

install.packages('ClusVis')

Monthly Downloads

37

Version

1.2.0

License

GPL (>= 2)

Maintainer

Matthieu Marbac

Last Published

June 24th, 2019

Functions in ClusVis (1.2.0)

congress

Real categorical data set: Congressional Voting Records Data Set
clusvisVarSelLCM

This function estimates the parameters used for visualization of model-based clustering performs with R package Rmixmod. To achieve the parameter infernece, it automatically samples probabilities of classification from the model parameters
clusvisMixmod

This function estimates the parameters used for visualization of model-based clustering performs with R package Rmixmod. To achieve the parameter infernece, it automatically samples probabilities of classification from the model parameters
clusvis

This function estimates the parameters used for visualization
ClusVis-package

Gaussian-Based Visualization of Gaussian and Non-Gaussian Model-Based Clustering.
plotDensityClusVisu

Function for visualizing the clustering results