Classification with Mixture Modelling
Convert a data frame containing integers to a qualitative data set wit...
Barplot of a class [Mixmod
]
Barplot of a class [MixmodResults
]
clusteringMain
Get the heterogeneous model name using Gaussian and Multinomial model ...
Constructor of [CompositeModel
] class
Constructor of [CompositeParameter
] class
Define function to draw an ellipse
Extract parts of a Rmixmod class
Constructor of [GaussianModel
] class
Constructor of [GaussianParameter
] class
Histograms of a class [Mixmod
]
Histogram of a class [MixmodResults
]
Create an instance of the [MultinomialModel
] class using new/initial...
Say if a data frame is quantitative, qualitative or composite
Define function to check an integer
Say if a data frame contains only qualitative variables.
learnMain
Define function to transform a matrix of modalities into matrix of bin...
Constructor of [Mixmod
] class
Constructor of [MixmodCluster
] class
Create an instance of the [MixmodCluster
] class
Create an instance of the [CompositeModel
] class
Constructor of [MixmodDAResults
] class
Create an instance of the [GaussianModel
] class
Constructor of [MixmodLearn
] class
Create an instance of the [MixmodLearn
] class
mixmodLearn
Create an instance of the [MultinomialModel
] class
Constructor of [MixmodPredict
] class
mixmodPredict
Constructor of [MixmodResults
] class
Create an instance of [Strategy
] class
Constructor of [MixmodXmlCheck
] class
mixmodXmlCheck
Constructor of [MixmodXmlInput
] class
mixmodXmlInput
mixmodXmlLoad
Constructor of [Model
] class
MultinomialModel
Constructor of [MultinomialParameter
] class
Get the number of modalities for each column of a categorical data set
Create an instance of the [MixmodPredict
] class
Constructor of [Parameter
] class
Plotting of a class [Mixmod
]
Plotting of a class [MixmodResults
]
predictMain
Print a Rmixmod class to standard output.
Rmixmod a MIXture MODelling package
Show description of a Rmixmod class to standard output.
Sorting results of a [Mixmod
] object by a given criterion
Constructor of [Strategy
] class
Produce result summaries of a Rmixmod class
Define function to transform a vector of modalities into matrix of bin...
xMain
Interface of 'MIXMOD' software for supervised, unsupervised and semi-supervised classification with mixture modelling <doi: 10.18637/jss.v067.i06>.