MixAll1.5.16 package

Plotting of a class [ClusterGamma]

Plotting of a class [ClusterMixedDataModel]

Plotting of a class [ClusterPoisson]

Plotting of a class [KmmComponent]

[ClusterAlgo] class for Cluster algorithms.

Create an instance of the [ClusterAlgo] class

[ClusterAlgoPredict] class for predict algorithm.

Create an instance of the [ClusterAlgoPredict] class

Definition of the [ClusterCategorical] class

Create an instance of the [ClusterCategorical] class

Definition of the [ClusterCategoricalComponent] class

Create a vector of Categorical mixture model names.

Definition of the [ClusterDiagGaussian] class

Create an instance of the [ClusterDiagGaussian] class

Definition of the [ClusterDiagGaussianComponent] class

Create a vector of diagonal Gaussian mixture model names.

Definition of the [ClusterGamma] class

Create an instance of the [ClusterGamma] class

Definition of the [ClusterGammaComponent] class

Create a vector of gamma mixture model names.

Constructor of the [ClusterInit] class

Definition of the [KmmComponent] class

Create an instance of [ClusterInit] class

Create an instance of the [ClusterMixedDataModel] class

Definition of the [ClusterMixedDataModel] class

Interface base Class [IClusterModel] for Cluster models.

Definition of the [ClusterPoisson] class

MixAll Allows to estimate parametric mixture models with mixed data se...

Create an instance of the [ClusterPoisson] class

Create a vector of Poisson mixture model names.

Class [ClusterPredict] for predicting

Create an instance of [ClusterPredict] class

Class [ClusterPredictMixedData] for predicting

Constructor of [ClusterStrategy] class

A strategy is a multistage empirical process for finding a good estima...

Extract parts of a MixAll S4 class

Mixed data : Cleveland Heart Disease Data

Definition of the [IClusterComponent] class

Interface class [IClusterPredict] for predicting

Initialize an instance of a MixAll S4 class.

Create an instance of the [KmmModel] class

Plotting of a class [ClusterCategorical]

Create an instance of the [KmmMixedDataModel] class

Definition of the [KmmMixedDataModel] class

Definition of the [KmmModel] class

Create a vector of Kernel mixture model (KMM) names.

Create an instance of [ClusterStrategy] class

[LearnAlgo] class for Cluster algorithms.

Plotting of a class [ClusterDiagGaussian]

Create an instance of the [LearnAlgo] class

Create an instance of a learn mixture model

This function learn the optimal mixture model when the class labels ar...

Return the missing values of a component or a cluster class.

Plotting of a class [KmmMixedDataModel]

Plotting of a class [KmmModel]

Print a MixAll S4 class to standard output.

Show description of a MixAll S4 class to standard output.

Produce summary of a MixAll S4 class.