org.jdmp.core.algorithm.classification.mlp

Class NetworkLayerBackward

java.lang.Object

org.jdmp.core.AbstractCoreObject

org.jdmp.core.algorithm.AbstractAlgorithm

org.jdmp.core.algorithm.classification.mlp.NetworkLayerBackward

All Implemented Interfaces:

Serializable, Cloneable, Algorithm, HasAlgorithmMap, HasDataSetMap, HasVariableMap, Clearable, CoreObject, HasDescription, HasGUIObject, HasId, HasLabel

public class NetworkLayerBackward
extends AbstractAlgorithm

See Also:

Serialized Form

Nested Class Summary

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

Algorithm.EdgeDirection

Field Summary

Fields

Modifier and Type	Field and Description
static String	CONTACTDEVIATION
static String	DIMMINGFUNCTION
static String	INPUTDEVIATION
static String	NETDEVIATION
static String	OUTPUT
static String	OUTPUTDEVIATION
static String	RETURNINGFUNCTION
static String	SPLITTINGFUNCTION
static String	WEIGHT

Fields inherited from class org.jdmp.core.AbstractCoreObject

ALL, COLUMN, guiObject, 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

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
NetworkLayerBackward(MultiLayerNetwork.Transfer transferFunction, MultiLayerNetwork.BiasType biasType)

Method Summary

Methods

Modifier and Type	Method and Description
Map<String,Object>	calculateObjects(Map<String,Object> input)
Matrix	getContactDeviationMatrix()
Variable	getContactDeviationVariable()
Algorithm	getDimmingFunction()
Matrix	getInputDeviationMatrix()
Variable	getInputDeviationVariable()
Matrix	getNetDeviationMatrix()
Variable	getNetDeviationVariable()
Matrix	getOutputDeviationMatrix()
Variable	getOutputDeviationVariable()
Matrix	getOutputMatrix()
Variable	getOutputVariable()
Algorithm	getReturningFunction()
Algorithm	getSplittingFunction()
Matrix	getWeightMatrix()
Variable	getWeightVariable()
static void	main(String[] args)
void	setContactDeviationVariable(Variable v)
void	setDimmingFunction(Algorithm a)
void	setInputDeviationVariable(Variable v)
void	setLayer(int nr)
void	setNetDeviationVariable(Variable v)
void	setOutputDeviationVariable(Variable v)
void	setOutputVariable(Variable v)
void	setReturningFunction(Algorithm a)
void	setSplittingFunction(Algorithm a)
void	setWeightVariable(Variable v)

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

addVariableKey, calculate, calculate, calculate, calculate, 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, finalize, 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

Field Detail

WEIGHT

public static final String WEIGHT

See Also:

Constant Field Values

OUTPUT

public static final String OUTPUT

See Also:

Constant Field Values

OUTPUTDEVIATION

public static final String OUTPUTDEVIATION

See Also:

Constant Field Values

RETURNINGFUNCTION

public static final String RETURNINGFUNCTION

See Also:

Constant Field Values

NETDEVIATION

public static final String NETDEVIATION

See Also:

Constant Field Values

SPLITTINGFUNCTION

public static final String SPLITTINGFUNCTION

See Also:

Constant Field Values

CONTACTDEVIATION

public static final String CONTACTDEVIATION

See Also:

Constant Field Values

DIMMINGFUNCTION

public static final String DIMMINGFUNCTION

See Also:

Constant Field Values

INPUTDEVIATION

public static final String INPUTDEVIATION

See Also:

Constant Field Values

Constructor Detail

NetworkLayerBackward

public NetworkLayerBackward(MultiLayerNetwork.Transfer transferFunction,
                    MultiLayerNetwork.BiasType biasType)

Method Detail

main

public static void main(String[] args)
                 throws Exception

Throws:

Exception

calculateObjects

public Map<String,Object> calculateObjects(Map<String,Object> input)

Specified by:

calculateObjects in interface Algorithm

Overrides:

calculateObjects in class AbstractAlgorithm

getOutputDeviationVariable

public Variable getOutputDeviationVariable()

setOutputDeviationVariable

public void setOutputDeviationVariable(Variable v)

getOutputDeviationMatrix

public Matrix getOutputDeviationMatrix()

getReturningFunction

public Algorithm getReturningFunction()

setReturningFunction

public void setReturningFunction(Algorithm a)

getSplittingFunction

public Algorithm getSplittingFunction()

setSplittingFunction

public void setSplittingFunction(Algorithm a)

getDimmingFunction

public Algorithm getDimmingFunction()

setDimmingFunction

public void setDimmingFunction(Algorithm a)

getNetDeviationVariable

public Variable getNetDeviationVariable()

setNetDeviationVariable

public void setNetDeviationVariable(Variable v)

getNetDeviationMatrix

public Matrix getNetDeviationMatrix()

getContactDeviationVariable

public Variable getContactDeviationVariable()

setContactDeviationVariable

public void setContactDeviationVariable(Variable v)

getContactDeviationMatrix

public Matrix getContactDeviationMatrix()

getInputDeviationVariable

public Variable getInputDeviationVariable()

setInputDeviationVariable

public void setInputDeviationVariable(Variable v)

getInputDeviationMatrix

public Matrix getInputDeviationMatrix()

getWeightVariable

public Variable getWeightVariable()

setWeightVariable

public void setWeightVariable(Variable v)

getWeightMatrix

public Matrix getWeightMatrix()

getOutputVariable

public Variable getOutputVariable()

setOutputVariable

public void setOutputVariable(Variable v)

getOutputMatrix

public Matrix getOutputMatrix()

setLayer

public void setLayer(int nr)