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

java.lang.Object
- elki.projection.PerplexityAffinityMatrixBuilder.Par<O>

Type Parameters:

O - Object type

All Implemented Interfaces:

Parameterizer

Direct Known Subclasses:

NearestNeighborAffinityMatrixBuilder.Par

Enclosing class:

PerplexityAffinityMatrixBuilder<O>
```
public static class PerplexityAffinityMatrixBuilder.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 double`	`perplexity`	Perplexity.
`static OptionID`	`PERPLEXITY_ID`	Perplexity parameter, the number of neighbors to preserve.

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.
`PerplexityAffinityMatrixBuilder<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
  - PERPLEXITY_ID
```
public static final OptionID PERPLEXITY_ID
```
    Perplexity parameter, the number of neighbors to preserve.
  - perplexity
```
protected double perplexity
```
    Perplexity.
  - 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
  - make
```
public PerplexityAffinityMatrixBuilder<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