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Rmixmod (version 2.1.8)

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

2,368

Version

2.1.8

License

GPL-3

Maintainer

Quentin Grimonprez

Last Published

January 17th, 2023

Functions in Rmixmod (2.1.8)

MixmodXmlInput-class

Constructor of [MixmodXmlInput] class

Rmixmod-package

Rmixmod a MIXture MODelling package

MixmodXmlCheck-class

Constructor of [MixmodXmlCheck] class

MixmodResults-class

Constructor of [MixmodResults] class

Model-class

Constructor of [Model] class

Mixmod-class

Constructor of [Mixmod] class

MultinomialModel-class

MultinomialModel

Parameter-class

Constructor of [Parameter] class

MultinomialParameter-class

Constructor of [MultinomialParameter] class

car

Qualitative data: Car Evaluation

clusteringMain

asQualitative

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

MixmodCluster-class

Constructor of [MixmodCluster] class

barplot

Barplot of a class [Mixmod]

hist

Histograms of a class [Mixmod]

barplotCluster

Barplot of a class [MixmodResults]

Strategy-class

Constructor of [Strategy] class

histCluster

Histogram of a class [MixmodResults]

[

Extract parts of a Rmixmod class

finance

Composite data: Financial health of companies

is.dataType

Say if a data frame is quantitative, qualitative or composite

initialize,MultinomialModel-method

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

mixmodPredict

geyser

Quantitative data: Old Faithful Geyser

heterodata

Composite data with training and testing set

mixmodXmlCheck

heterodatatrain

Composite data: A training set

birds

Qualitative data: morphological description of birds

heterodatatest

Composite data: A testing set

composeModelName

Get the heterogeneous model name using Gaussian and Multinomial model name

mixmodGaussianModel

Create an instance of the [GaussianModel] class

mixmodLearn

ellipse

Define function to draw an ellipse

mixmodStrategy

Create an instance of [Strategy] class

is.wholenumber

Define function to check an integer

isQualitative

Say if a data frame contains only qualitative variables.

Print a Rmixmod class to standard output.

show

Show description of a Rmixmod class to standard output.

matrix2binary

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

learnMain

mixmodLearn.default

Create an instance of the [MixmodLearn] class

predictMain

plotCluster

Plotting of a class [MixmodResults]

mixmodMultinomialModel

Create an instance of the [MultinomialModel] class

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

mixmodCompositeModel

Create an instance of the [CompositeModel] class

mixmodCluster

Create an instance of the [MixmodCluster] class

sortByCriterion

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

summary

Produce result summaries of a Rmixmod class

titanic

Qualitative data: Survival of passengers on the Titanic

vector2binary

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

plot

Plotting of a class [Mixmod]

oldmixmodPredict

Create an instance of the [MixmodPredict] class

MixmodDAResults-class

Constructor of [MixmodDAResults] class

GaussianModel-class

Constructor of [GaussianModel] class

GaussianParameter-class

Constructor of [GaussianParameter] class

MixmodLearn-class

Constructor of [MixmodLearn] class

MixmodPredict-class

Constructor of [MixmodPredict] class

CompositeParameter-class

Constructor of [CompositeParameter] class

CompositeModel-class

Constructor of [CompositeModel] class