de.lmu.ifi.dbs.elki.distance.distancefunction

Class AbstractPrimitiveDistanceFunction<O,D extends Distance<D>>

java.lang.Object

de.lmu.ifi.dbs.elki.distance.distancefunction.AbstractPrimitiveDistanceFunction<O,D>

Type Parameters:

O - the type of objects to compute the distances in between

D - the type of Distance used

All Implemented Interfaces:

DistanceFunction<O,D>, PrimitiveDistanceFunction<O,D>, Parameterizable

Direct Known Subclasses:

AbstractDimensionsSelectingDoubleDistanceFunction, AbstractVectorDoubleDistanceFunction, FooKernelFunction, LevenshteinDistanceFunction, NormalizedLevenshteinDistanceFunction, PolynomialKernelFunction, SparseLPNormDistanceFunction

public abstract class AbstractPrimitiveDistanceFunction<O,D extends Distance<D>>
extends Object
implements PrimitiveDistanceFunction<O,D>

AbstractDistanceFunction provides some methods valid for any extending class.

Constructor Summary

Constructors

Constructor and Description
AbstractPrimitiveDistanceFunction() Provides an abstract DistanceFunction.

Method Summary

Methods

Modifier and Type	Method and Description
abstract D	distance(O o1, O o2) Computes the distance between two given DatabaseObjects according to this distance function.
abstract D	getDistanceFactory() Method to get the distance functions factory.
<T extends O> DistanceQuery<T,D>	instantiate(Relation<T> relation) Instantiate with a database to get the actual distance query.
boolean	isMetric() Is this distance function metric (in particular, does it satisfy the triangle equation?)
boolean	isSymmetric() Is this function symmetric?

Methods inherited from class java.lang.Object

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

Methods inherited from interface de.lmu.ifi.dbs.elki.distance.distancefunction.PrimitiveDistanceFunction

getInputTypeRestriction

Constructor Detail

AbstractPrimitiveDistanceFunction

public AbstractPrimitiveDistanceFunction()

Provides an abstract DistanceFunction.

Method Detail

distance

public abstract D distance(O o1,
         O o2)

Description copied from interface: PrimitiveDistanceFunction

Computes the distance between two given DatabaseObjects according to this distance function.

Specified by:

distance in interface PrimitiveDistanceFunction<O,D extends Distance<D>>

Parameters:

o1 - first DatabaseObject

o2 - second DatabaseObject

Returns:

the distance between two given DatabaseObjects according to this distance function

getDistanceFactory

public abstract D getDistanceFactory()

Description copied from interface: DistanceFunction

Method to get the distance functions factory.

Specified by:

getDistanceFactory in interface DistanceFunction<O,D extends Distance<D>>

Returns:

Factory for distance objects

isSymmetric

public boolean isSymmetric()

Description copied from interface: DistanceFunction

Is this function symmetric?

Specified by:

isSymmetric in interface DistanceFunction<O,D extends Distance<D>>

Returns:

true when symmetric

isMetric

public boolean isMetric()

Description copied from interface: DistanceFunction

Is this distance function metric (in particular, does it satisfy the triangle equation?)

Specified by:

isMetric in interface DistanceFunction<O,D extends Distance<D>>

Returns:

true when metric.

instantiate

public <T extends O> DistanceQuery<T,D> instantiate(Relation<T> relation)

Instantiate with a database to get the actual distance query.

Specified by:

instantiate in interface DistanceFunction<O,D extends Distance<D>>

Parameters:

relation - Representation

Returns:

Actual distance query.