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Rmixmod (version 2.1.2)

Classification with Mixture Modelling

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

1,045

Version

2.1.2

License

GPL-3

Maintainer

Benjamin Auder

Last Published

June 21st, 2018

Functions in Rmixmod (2.1.2)

MixmodCluster-class

Constructor of ['>MixmodCluster] class

barplot

Barplot of a class ['>Mixmod]

Rmixmod-package

Rmixmod a MIXture MODelling package

Strategy-class

Constructor of ['>Strategy] class

Parameter-class

Constructor of ['>Parameter] class

composeModelName

Get the heterogeneous model name using Gaussian and Multnomial model name

hist

Histograms of a class ['>Mixmod]

[

Extract parts of a Rmixmod class

histCluster

Histogram of a class ['>MixmodResults]

plotCluster

Plotting of a class ['>MixmodResults]

mixmodMultinomialModel

Create an instance of the ['>MultinomialModel] class

predictMain

mixmodLearn.default

Create an instance of the ['>MixmodLearn] class

learnMain

geyser

Quantitative data: Old Faithful Geyser

heterodata

Composite data with training and testing set

mixmodCluster

Create an instance of the ['>MixmodCluster] class

xMain

sortByCriterion

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

summary

Produce result summaries of a Rmixmod class

matrix2binary

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

heterodatatest

Composite data: A testing set

finance

Composite data : Financial health of companies

mixmodCompositeModel

Create an instance of the ['>CompositeModel] class

mixmodPredict

heterodatatrain

Composite data: A training set

mixmodStrategy

Create an instance of ['>Strategy] class

MixmodXmlCheck-class

Constructor of ['>MixmodXmlCheck] class

clusteringMain

ellipse

Define function to draw an ellipse

initialize,MultinomialModel-method

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

MixmodXmlInput-class

Constructor of ['>MixmodXmlInput] class

car

Qualitative data : Car Evaluation

is.dataType

Say if a data frame is quantitative, qualitative or composite

plot

Plotting of a class ['>Mixmod]

oldmixmodPredict

Create an instance of the ['>MixmodPredict] class

mixmodGaussianModel

Create an instance of the ['>GaussianModel] class

is.wholenumber

Define function to check an integer

mixmodLearn

mixmodXmlCheck

isQualitative

Say if a data frame contains only qualitative variables.

mixmodXmlInput

nbFactorFromData

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

Print a Rmixmod class to standard output.

show

Show description of a Rmixmod class to standard output.

mixmodXmlLoad

titanic

Qualitative data: Survival of passengers on the Titanic

vector2binary

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

Mixmod-class

Constructor of ['>Mixmod] class

GaussianModel-class

Constructor of ['>GaussianModel] class

MixmodDAResults-class

Constructor of ['>MixmodDAResults] class

MixmodPredict-class

Constructor of ['>MixmodPredict] class

MixmodLearn-class

Constructor of ['>MixmodLearn] class

MultinomialParameter-class

Constructor of ['>MultinomialParameter] class

GaussianParameter-class

Constructor of ['>GaussianParameter] class

MixmodResults-class

Constructor of ['>MixmodResults] class

CompositeParameter-class

Constructor of ['>CompositeParameter] class

CompositeModel-class

Constructor of ['>CompositeModel] class

Model-class

Constructor of ['>Model] class

asQualitative

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

MultinomialModel-class

Constructor of ['>MultinomialModel] class

barplotCluster

Barplot of a class ['>MixmodResults]

birds

Qualitative data : morphological description of birds