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

java.lang.Object
- elki.evaluation.clustering.internal.Silhouette.Par<O>

All Implemented Interfaces:

Parameterizer

Enclosing class:

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

Author:

Erich Schubert

Field Summary

Fields
Modifier and Type	Field	Description
`private Distance<? super O>`	`distance`	Distance function to use.
`static OptionID`	`DISTANCE_ID`	Parameter for choosing the distance function.
`static OptionID`	`NO_PENALIZE_ID`	Do not penalize ignored noise.
`static OptionID`	`NOISE_ID`	Parameter to treat noise as a single cluster.
`private NoiseHandling`	`noiseOption`	Noise handling
`private boolean`	`penalize`	Penalize noise, if `NoiseHandling.IGNORE_NOISE` is set.

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.
`Silhouette<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
  - DISTANCE_ID
```
public static final OptionID DISTANCE_ID
```
    Parameter for choosing the distance function.
  - NOISE_ID
```
public static final OptionID NOISE_ID
```
    Parameter to treat noise as a single cluster.
  - NO_PENALIZE_ID
```
public static final OptionID NO_PENALIZE_ID
```
    Do not penalize ignored noise.
  - distance
```
private Distance<? super O> distance
```
    Distance function to use.
  - noiseOption
```
private NoiseHandling noiseOption
```
    Noise handling
  - penalize
```
private boolean penalize
```
    Penalize noise, if NoiseHandling.IGNORE_NOISE is set.
- 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
  - make
```
public Silhouette<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