org.jdmp.core.algorithm.clustering

Class SelfOrganizingMap

java.lang.Object

org.jdmp.core.AbstractCoreObject

org.jdmp.core.algorithm.AbstractAlgorithm

org.jdmp.core.algorithm.clustering.AbstractClusterer

org.jdmp.core.algorithm.clustering.SelfOrganizingMap

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, Algorithm, Clusterer, HasAlgorithmMap, HasDataSetMap, HasVariableMap, Clearable, CoreObject, HasDescription, HasGUIObject, HasId, HasLabel

public class SelfOrganizingMap
extends AbstractClusterer

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from interface org.jdmp.core.algorithm.Algorithm

Algorithm.EdgeDirection

Field Summary

Fields inherited from class org.jdmp.core.AbstractCoreObject

ALL, COLUMN, ROW, X, Y, Z

Fields inherited from interface org.jdmp.core.algorithm.Algorithm

ALGORITHMARRAY, COMPRESSED, DECOMPRESSED, DIFFERENCE, DIMENSION, HASH, IGNORENAN, INPUT, PREDICTED, RMSE, SOURCE, TARGET, WEIGHT

Fields inherited from interface org.ujmp.core.interfaces.HasId

ID

Fields inherited from interface org.ujmp.core.interfaces.HasLabel

LABEL

Fields inherited from interface org.ujmp.core.interfaces.HasDescription

DESCRIPTION

Constructor Summary

Constructors

Constructor and Description
SelfOrganizingMap()
SelfOrganizingMap(int rows, int cols)

Method Summary

Modifier and Type	Method and Description
Matrix	predict(Matrix input, Matrix sampleWeight)
void	reset()
void	train(ListDataSet dataSet)

Methods inherited from class org.jdmp.core.algorithm.clustering.AbstractClusterer

getInputLabel, getWeightLabel, predict, predict, setInputLabel, setWeightLabel

Methods inherited from class org.jdmp.core.algorithm.AbstractAlgorithm

addVariableKey, calculate, calculate, calculate, calculate, calculateObjects, calculateObjects, calculateObjects, clear, getAlgorithmMap, getDataSetMap, getDescription, getEdgeDirection, getEdgeLabel, getId, getInputKeys, getLabel, getLabelObject, getOutputKeys, getVariableKeys, getVariableMap, setAlgorithm, setDescription, setEdgeDirection, setEdgeLabel, setId, setLabel, setVariable, setVariables, toString

Methods inherited from class org.jdmp.core.AbstractCoreObject

clone, fireValueChanged, getCoreObjectId, getGUIObject, showGUI

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.ujmp.core.interfaces.CoreObject

clone, getCoreObjectId

Methods inherited from interface org.ujmp.core.interfaces.HasGUIObject

fireValueChanged, getGUIObject, showGUI

Constructor Detail

SelfOrganizingMap

public SelfOrganizingMap()

SelfOrganizingMap

public SelfOrganizingMap(int rows,
                         int cols)

Method Detail

reset

public void reset()
           throws java.lang.Exception

Throws:

java.lang.Exception

train

public void train(ListDataSet dataSet)
           throws java.lang.Exception

Throws:

java.lang.Exception

predict

public Matrix predict(Matrix input,
                      Matrix sampleWeight)
               throws java.lang.Exception

Throws:

java.lang.Exception