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Rmixmod (version 2.1.1)

Supervised, Unsupervised, Semi-Supervised Classification with MIXture MODelling (Interface of MIXMOD Software)

Description

Interface of MIXMOD software for supervised, unsupervised and semi-Supervised classification with MIXture MODelling.

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Version

Install

install.packages('Rmixmod')

Monthly Downloads

2,368

Version

2.1.1

License

GPL-3

Maintainer

Florent Langrognet

Last Published

August 25th, 2016

Functions in Rmixmod (2.1.1)

Convert a data frame containing integers to a qualitative data set with factors.

Qualitative data : morphological description of birds

Barplot of a class ['>Mixmod]

Barplot of a class ['>MixmodResults]

Define function to check an integer

Quantitative data: Old Faithful Geyser

Composite data : Financial health of companies

Say if a data frame contains only qualitative variables.

Say if a data frame is quantitative, qualitative or composite

Define function to transform a matrix of modalities into matrix of binary data

Composite data: A testing set

Composite data with training and testing set

composeModelName

Get the heterogeneous model name using Gaussian and Multnomial model name

Qualitative data : Car Evaluation

heterodatatrain

Composite data: A training set

Extract parts of a Rmixmod class

Histograms of a class ['>Mixmod]

Define function to draw an ellipse

Histogram of a class ['>MixmodResults]

Create an instance of the ['>Strategy] class using new/initialize.

Plotting of a class ['>MixmodResults]

nbFactorFromData

Get the number of modalities for each column of a categorical data set

Print a Rmixmod class to standard output.

Create an instance of the ['>MixmodCluster] class

Plotting of a class ['>Mixmod]

Internal. It's use is not recommended.

mixmodCompositeModel

Create an instance of the ['>CompositeModel] class

Create an instance of the ['>MixmodLearn] class

Create an instance of the ['>MixmodPredict] class

mixmodMultinomialModel

Create an instance of the ['>MultinomialModel] class

Produce result summaries of a Rmixmod class

Define function to transform a vector of modalities into matrix of binary data

Qualitative data: Survival of passengers on the Titanic

sortByCriterion

Sorting results of a ['>Mixmod] object by a given criterion

Show description of a Rmixmod class to standard output.

CompositeModel-class

Constructor of ['>CompositeModel] class

MixmodResults-class

Constructor of ['>MixmodResults] class

GaussianParameter-class

Constructor of ['>GaussianParameter] class

MixmodPredict-class

Constructor of ['>MixmodPredict] class

GaussianModel-class

Constructor of ['>GaussianModel] class

MixmodDAResults-class

Constructor of ['>MixmodDAResults] class

CompositeParameter-class

Constructor of ['>CompositeParameter] class

Constructor of ['>Mixmod] class

MixmodCluster-class

Constructor of ['>MixmodCluster] class

MixmodLearn-class

Constructor of ['>MixmodLearn] class

MultinomialModel-class

Constructor of ['>MultinomialModel] class

MixmodXmlInput-class

Constructor of ['>MixmodXmlInput] class

Constructor of ['>Model] class

Constructor of ['>Strategy] class

MultinomialParameter-class

Constructor of ['>MultinomialParameter] class

Parameter-class

Constructor of ['>Parameter] class

Rmixmod-package

Rmixmod a MIXture MODelling package

mixmodGaussianModel

Create an instance of the ['>GaussianModel] class

Create an instance of ['>Strategy] class