PAM.Par (ELKI: Environment for DeveLoping KDD-Applications Supported by Index-Structures)

java.lang.Object
- elki.clustering.kmedoids.PAM.Par<O>

All Implemented Interfaces:

Parameterizer

Direct Known Subclasses:

CLARA.Par, EagerPAM.Par, FastPAM1.Par, PAMSIL.Par, ReynoldsPAM.Par, SingleAssignmentKMedoids.Par

Enclosing class:

PAM<O>
```
public static class PAM.Par<O>
extends java.lang.Object
implements Parameterizer
```
Parameterization class.

Author:

Erich Schubert

Field Summary

Fields
Modifier and Type	Field	Description
`protected Distance<? super O>`	`distance`	The distance function to use.
`protected KMedoidsInitialization<O>`	`initializer`	Method to choose initial means.
`protected int`	`k`	The number of clusters to produce.
`protected int`	`maxiter`	The maximum number of iterations.

Constructor Summary

Constructors
Constructor Description

Par()

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`void`	`configure(Parameterization config)`	Configure the class.
`protected java.lang.Class<? extends KMedoidsInitialization>`	`defaultInitializer()`	Default initialization method.
`PAM<O>`	`make()`	Make an instance after successful configuration.

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

- Field Detail
  - k
```
protected int k
```
    The number of clusters to produce.
  - maxiter
```
protected int maxiter
```
    The maximum number of iterations.
  - initializer
```
protected KMedoidsInitialization<O> initializer
```
    Method to choose initial means.
  - distance
```
protected Distance<? super O> distance
```
    The distance function to use.
- Constructor Detail
  - Par
```
public Par()
```
- Method Detail
  - configure
```
public void configure(Parameterization config)
```
    Description copied from interface: Parameterizer
    
    Configure the class.
    Note: the status is collected by the parameterization object, so that multiple errors may arise and be reported in one run.
    
    Specified by:
    
    configure in interface Parameterizer
    
    Parameters:
    
    config - Parameterization
  - defaultInitializer
```
protected java.lang.Class<? extends KMedoidsInitialization> defaultInitializer()
```
    Default initialization method.
    
    Returns:
    
    Initialization method
  - make
```
public PAM<O> make()
```
    Description copied from interface: Parameterizer
    
    Make an instance after successful configuration.
    Note: your class should return the exact type, only this very broad interface should use Object as return type.
    
    Specified by:
    
    make in interface Parameterizer
    
    Returns:
    
    a new instance