org.jdmp.core.algorithm.classification.mlp

Class NetworkLayerForward

java.lang.Object

org.jdmp.core.AbstractCoreObject

org.jdmp.core.algorithm.AbstractAlgorithm

org.jdmp.core.algorithm.classification.mlp.NetworkLayerForward

All Implemented Interfaces:

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

public class NetworkLayerForward
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	AGGREGATIONFUNCTION
static String	INPUT
static String	NETINPUT
static String	OUTPUT
static String	TRANSFERFUNCTION
static String	WEIGHT
static String	WEIGHTEDINPUT
static String	WEIGHTINGFUNCTION

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, 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
NetworkLayerForward(MultiLayerNetwork.Aggregation aggregationFunction, MultiLayerNetwork.Transfer transferFunction, MultiLayerNetwork.BiasType biasType)
NetworkLayerForward(MultiLayerNetwork.BiasType biasType)

Method Summary

Methods

Modifier and Type	Method and Description
Map<String,Object>	calculateObjects(Map<String,Object> input)
Algorithm	getAggregationFunction()
Matrix	getInputMatrix()
Variable	getInputVariable()
Matrix	getNetInputMatrix()
Variable	getNetInputVariable()
Matrix	getOutputMatrix()
Variable	getOutputVariable()
Algorithm	getTransferFunction()
Matrix	getWeightedInputMatrix()
Variable	getWeightedInputVariable()
Algorithm	getWeightingFunction()
Matrix	getWeightMatrix()
Variable	getWeightVariable()
void	setAggregationFunction(MultiLayerNetwork.Aggregation aggregationFunction)
void	setInputVariable(Variable v)
void	setLayer(int nr)
void	setNetInputVariable(Variable v)
void	setOutputVariable(Variable v)
void	setTransferFunction(MultiLayerNetwork.Transfer transferFunction)
void	setWeightedInputVariable(Variable v)
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

INPUT

public static final String INPUT

See Also:

Constant Field Values

WEIGHT

public static final String WEIGHT

See Also:

Constant Field Values

WEIGHTINGFUNCTION

public static final String WEIGHTINGFUNCTION

See Also:

Constant Field Values

WEIGHTEDINPUT

public static final String WEIGHTEDINPUT

See Also:

Constant Field Values

AGGREGATIONFUNCTION

public static final String AGGREGATIONFUNCTION

See Also:

Constant Field Values

NETINPUT

public static final String NETINPUT

See Also:

Constant Field Values

TRANSFERFUNCTION

public static final String TRANSFERFUNCTION

See Also:

Constant Field Values

OUTPUT

public static final String OUTPUT

See Also:

Constant Field Values

Constructor Detail

NetworkLayerForward

public NetworkLayerForward(MultiLayerNetwork.BiasType biasType)

NetworkLayerForward

public NetworkLayerForward(MultiLayerNetwork.Aggregation aggregationFunction,
                   MultiLayerNetwork.Transfer transferFunction,
                   MultiLayerNetwork.BiasType biasType)

Method Detail

calculateObjects

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

Specified by:

calculateObjects in interface Algorithm

Overrides:

calculateObjects in class AbstractAlgorithm

getInputMatrix

public Matrix getInputMatrix()

getInputVariable

public Variable getInputVariable()

setInputVariable

public void setInputVariable(Variable v)

getWeightMatrix

public Matrix getWeightMatrix()

getWeightVariable

public Variable getWeightVariable()

setWeightVariable

public void setWeightVariable(Variable v)

getWeightedInputMatrix

public Matrix getWeightedInputMatrix()

getWeightedInputVariable

public Variable getWeightedInputVariable()

setAggregationFunction

public void setAggregationFunction(MultiLayerNetwork.Aggregation aggregationFunction)

setTransferFunction

public void setTransferFunction(MultiLayerNetwork.Transfer transferFunction)

setWeightedInputVariable

public void setWeightedInputVariable(Variable v)

getWeightingFunction

public Algorithm getWeightingFunction()

getAggregationFunction

public Algorithm getAggregationFunction()

getTransferFunction

public Algorithm getTransferFunction()

getNetInputVariable

public Variable getNetInputVariable()

getNetInputMatrix

public Matrix getNetInputMatrix()

setNetInputVariable

public void setNetInputVariable(Variable v)

getOutputVariable

public Variable getOutputVariable()

getOutputMatrix

public Matrix getOutputMatrix()

setOutputVariable

public void setOutputVariable(Variable v)

setLayer

public void setLayer(int nr)