DiagonalGaussianModelFactory (ELKI: Environment for DeveLoping KDD-Applications Supported by Index-Structures)

java.lang.Object
- elki.clustering.em.models.DiagonalGaussianModelFactory

All Implemented Interfaces:

EMClusterModelFactory<elki.data.NumberVector,EMModel>
```
public class DiagonalGaussianModelFactory
extends java.lang.Object
implements EMClusterModelFactory<elki.data.NumberVector,EMModel>
```
Factory for EM with multivariate gaussian models using diagonal matrixes.
These models have individual variances, but no covariance, so this corresponds to the 'VVI' model in Mclust (R).

Since:

0.7.0

Author:

Erich Schubert

Field Summary

Fields
Modifier and Type Field Description

protected KMeansInitialization initializer
Class to choose the initial means
- Fields inherited from interface elki.clustering.em.models.EMClusterModelFactory
  INIT_ID

Constructor Summary

Constructors
Constructor Description

DiagonalGaussianModelFactory(KMeansInitialization initializer)
Constructor.

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`java.util.List<DiagonalGaussianModel>`	`buildInitialModels(elki.database.relation.Relation<? extends elki.data.NumberVector> relation, int k)`	Build the initial models

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Field Detail
  - initializer
```
protected KMeansInitialization initializer
```
    Class to choose the initial means
- Constructor Detail
  - DiagonalGaussianModelFactory
```
public DiagonalGaussianModelFactory(KMeansInitialization initializer)
```
    Constructor.
    
    Parameters:
    
    initializer - Class for choosing the initial seeds.
- Method Detail
  - buildInitialModels
```
public java.util.List<DiagonalGaussianModel> buildInitialModels(elki.database.relation.Relation<? extends elki.data.NumberVector> relation,
                                                                int k)
```
    Description copied from interface: EMClusterModelFactory
    
    Build the initial models
    
    Specified by:
    
    buildInitialModels in interface EMClusterModelFactory<elki.data.NumberVector,EMModel>
    
    Parameters:
    
    relation - Relation
    
    k - Number of clusters
    
    Returns:
    
    Initial models