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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)

asQualitative

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

Qualitative data : morphological description of birds
barplot

barplotCluster

Barplot of a class ['>MixmodResults]
is.wholenumber

Define function to check an integer
geyser

Quantitative data: Old Faithful Geyser
finance

Composite data : Financial health of companies
isQualitative

Say if a data frame contains only qualitative variables.
is.dataType

Say if a data frame is quantitative, qualitative or composite
matrix2binary

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

Composite data: A testing set
heterodata

Composite data with training and testing set
composeModelName

Get the heterogeneous model name using Gaussian and Multnomial model name
car

Qualitative data : Car Evaluation
heterodatatrain

Composite data: A training set
[

Extract parts of a Rmixmod class
hist

ellipse

Define function to draw an ellipse
histCluster

Histogram of a class ['>MixmodResults]
initialize

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

Plotting of a class ['>MixmodResults]
nbFactorFromData

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

Print a Rmixmod class to standard output.
mixmodCluster

Create an instance of the ['>MixmodCluster] class
plot

mixmodXmlInput

Internal. It's use is not recommended.
mixmodCompositeModel

Create an instance of the ['>CompositeModel] class
mixmodLearn

Create an instance of the ['>MixmodLearn] class
mixmodPredict

Create an instance of the ['>MixmodPredict] class
mixmodMultinomialModel

Create an instance of the ['>MultinomialModel] class
summary

Produce result summaries of a Rmixmod class
vector2binary

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

Qualitative data: Survival of passengers on the Titanic
sortByCriterion

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

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
Mixmod-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
Model-class

Constructor of ['>Model] class
Strategy-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
mixmodStrategy

Create an instance of ['>Strategy] class