de.lmu.ifi.dbs.elki.algorithm.classification

Class KNNClassifier.Parameterizer<O>

java.lang.Object

de.lmu.ifi.dbs.elki.utilities.optionhandling.AbstractParameterizer

de.lmu.ifi.dbs.elki.algorithm.classification.KNNClassifier.Parameterizer<O>

Type Parameters:

O - Object type

All Implemented Interfaces:

Parameterizer

Enclosing class:

KNNClassifier<O>

public static class KNNClassifier.Parameterizer<O>
extends AbstractParameterizer

Parameterization class

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field and Description
protected DistanceFunction<? super O>	distanceFunction Distance function
protected int	k Holds the value of @link #K_PARAM}.
static OptionID	K_ID Parameter to specify the number of neighbors to take into account for classification, must be an integer greater than 0.

Constructor Summary

Constructors

Constructor and Description
Parameterizer()

Method Summary

Modifier and Type	Method and Description
protected KNNClassifier<O>	makeInstance() Make an instance after successful configuration.
protected void	makeOptions(Parameterization config) Add all options.

Methods inherited from class de.lmu.ifi.dbs.elki.utilities.optionhandling.AbstractParameterizer

configure, make

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

K_ID

public static final OptionID K_ID

Parameter to specify the number of neighbors to take into account for classification, must be an integer greater than 0.

distanceFunction

protected DistanceFunction<? super O> distanceFunction

Distance function

k

protected int k

Holds the value of @link #K_PARAM}.

Constructor Detail

Parameterizer

public Parameterizer()

Method Detail

makeOptions

protected void makeOptions(Parameterization config)

Description copied from class: AbstractParameterizer

Add all options. ALWAYS call super.makeOptions(config), unless you have a strong reason to do otherwise!

Overrides:

makeOptions in class AbstractParameterizer

Parameters:

config - Parameterization to add options to.

makeInstance

protected KNNClassifier<O> makeInstance()

Description copied from class: AbstractParameterizer

Make an instance after successful configuration.

Specified by:

makeInstance in class AbstractParameterizer

Returns:

instance