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Rmixmod (version 2.0.3)

An Interface for MIXMOD

Description

A collection of functions designed to run supervised and unsupervised classification with MIXture MODelling.

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Version

Install

install.packages('Rmixmod')

Monthly Downloads

2,368

Version

2.0.3

License

GPL-3

Maintainer

Remi Lebret

Last Published

October 6th, 2015

Functions in Rmixmod (2.0.3)

barplotCluster

Barplot of a class [MixmodResults]

birds

Qualitative data : morphological description of birds

geyser

Quantitative data: Old Faithful Geyser

Parameter-class

Constructor of [Parameter] class

Mixmod-class

Constructor of [Mixmod] class

heterodata

Composite data with training and testing set

MultinomialModel-class

Constructor of [MultinomialModel] class

barplot

Barplot of a class [Mixmod]

isQualitative

Say if a data frame contains only qualitative variables.

CompositeParameter-class

Constructor of [CompositeParameter] class

GaussianParameter-class

Constructor of [GaussianParameter] class

initialize

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

heterodatatrain

Composite data: A training set

MixmodCluster-class

Constructor of [MixmodCluster] class

ellipse

Define function to draw an ellipse

MixmodLearn-class

Constructor of [MixmodLearn] class

Print a Rmixmod class to standard output.

Model-class

Constructor of [Model] class

histCluster

Histogram of a class [MixmodResults]

CompositeModel-class

Constructor of [CompositeModel] class

is.wholenumber

Define function to check an integer

MixmodDAResults-class

Constructor of [MixmodDAResults] class

[

Extract parts of a Rmixmod class

hist

Histograms of a class [Mixmod]

plotCluster

Plotting of a class [MixmodResults]

show

Show description of a Rmixmod class to standard output.

mixmodMultinomialModel

Create an instance of the [MultinomialModel] class

finance

Composite data : Financial health of companies

Rmixmod-package

Rmixmod a MIXture MODelling package

GaussianModel-class

Constructor of [GaussianModel] class

sortByCriterion

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

mixmodCompositeModel

Create an instance of the [CompositeModel] class

titanic

Qualitative data: Survival of passengers on the Titanic

MixmodResults-class

Constructor of [MixmodResults] class

MixmodPredict-class

Constructor of [MixmodPredict] class

matrix2binary

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

car

Qualitative data : Car Evaluation

heterodatatest

Composite data: A testing set

summary

Produce result summaries of a Rmixmod class

mixmodCluster

Create an instance of the [MixmodCluster] class

mixmodStrategy

Create an instance of [Strategy] class

mixmodGaussianModel

Create an instance of the [GaussianModel] class

mixmodLearn

Create an instance of the [MixmodLearn] class

plot

Plotting of a class [Mixmod]

asQualitative

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

vector2binary

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

MultinomialParameter-class

Constructor of [MultinomialParameter] class

composeModelName

Get the heterogeneous model name using Gaussian and Multnomial model name

is.dataType

Say if a data frame is quantitative, qualitative or composite

Strategy-class

Constructor of [Strategy] class

mixmodPredict

Create an instance of the [MixmodPredict] class

nbFactorFromData

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