gov.sandia.cognition.learning.algorithm.nearest

Class AbstractNearestNeighbor<InputType,OutputType>

java.lang.Object

gov.sandia.cognition.util.AbstractCloneableSerializable

gov.sandia.cognition.learning.function.distance.DefaultDivergenceFunctionContainer<InputType,InputType>

gov.sandia.cognition.learning.algorithm.nearest.AbstractNearestNeighbor<InputType,OutputType>

Type Parameters:

InputType - Type of data upon which the KNearestNeighbor operates, something like Vector, Double, or String

OutputType - Output of the evaluator, like Matrix, Double, String

All Implemented Interfaces:

Evaluator<InputType,OutputType>, NearestNeighbor<InputType,OutputType>, DivergenceFunctionContainer<InputType,InputType>, CloneableSerializable, java.io.Serializable, java.lang.Cloneable

Direct Known Subclasses:

AbstractKNearestNeighbor, NearestNeighborExhaustive, NearestNeighborKDTree

public abstract class AbstractNearestNeighbor<InputType,OutputType>
extends DefaultDivergenceFunctionContainer<InputType,InputType>
implements NearestNeighbor<InputType,OutputType>

Partial implementation of KNearestNeighbor.

Since:

3.0

Author:

Kevin R. Dixon

See Also:

Serialized Form

Field Summary

Fields inherited from class gov.sandia.cognition.learning.function.distance.DefaultDivergenceFunctionContainer

divergenceFunction

Constructor Summary

Constructors

Constructor and Description
AbstractNearestNeighbor() Creates a new instance of AbstractNearestNeighbor
AbstractNearestNeighbor(DivergenceFunction<? super InputType,? super InputType> divergenceFunction) Creates a new instance of AbstractNearestNeighbor

Method Summary

Modifier and Type	Method and Description
void	add(InputOutputPair<? extends InputType,OutputType> value) Adds the Pair to the data.

Methods inherited from class gov.sandia.cognition.learning.function.distance.DefaultDivergenceFunctionContainer

clone, getDivergenceFunction, setDivergenceFunction

Methods inherited from class java.lang.Object

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

Methods inherited from interface gov.sandia.cognition.learning.algorithm.nearest.NearestNeighbor

getData, getDivergenceFunction

Methods inherited from interface gov.sandia.cognition.evaluator.Evaluator

evaluate

Methods inherited from interface gov.sandia.cognition.util.CloneableSerializable

clone

Constructor Detail

AbstractNearestNeighbor

public AbstractNearestNeighbor()

Creates a new instance of AbstractNearestNeighbor

AbstractNearestNeighbor

public AbstractNearestNeighbor(DivergenceFunction<? super InputType,? super InputType> divergenceFunction)

Creates a new instance of AbstractNearestNeighbor

Parameters:

divergenceFunction - The internal divergence function for the object to use.

Method Detail

add

public void add(InputOutputPair<? extends InputType,OutputType> value)

Description copied from interface: NearestNeighbor

Adds the Pair to the data.

Specified by:

add in interface NearestNeighbor<InputType,OutputType>

Parameters:

value - Value to add to the data.