org.dmg.pmml.neural_network

Class NeuralLayer

java.lang.Object

org.dmg.pmml.PMMLObject

org.dmg.pmml.neural_network.NeuralLayer

All Implemented Interfaces:

Serializable, HasExtensions<NeuralLayer>, HasLocator, HasActivationFunction<NeuralLayer>, HasNormalizationMethod<NeuralLayer>, Visitable

public class NeuralLayer
extends PMMLObject
implements HasExtensions<NeuralLayer>, HasActivationFunction<NeuralLayer>, HasNormalizationMethod<NeuralLayer>

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
NeuralLayer()
NeuralLayer(List<Neuron> neurons)

Method Summary

Modifier and Type	Method and Description
VisitorAction	accept(Visitor visitor)
NeuralLayer	addExtensions(Extension... extensions)
NeuralLayer	addNeurons(Neuron... neurons)
NeuralNetwork.ActivationFunction	getActivationFunction()
Number	getAltitude()
List<Extension>	getExtensions()
Number	getLeakage()
List<Neuron>	getNeurons()
NeuralNetwork.NormalizationMethod	getNormalizationMethod()
Integer	getNumberOfNeurons()
Number	getThreshold()
Number	getWidth()
boolean	hasExtensions()
boolean	hasNeurons()
List<Neuron>	requireNeurons()
NeuralLayer	setActivationFunction(NeuralNetwork.ActivationFunction activationFunction)
NeuralLayer	setAltitude(Number altitude)
NeuralLayer	setLeakage(Number leakage)
NeuralLayer	setNormalizationMethod(NeuralNetwork.NormalizationMethod normalizationMethod)
NeuralLayer	setNumberOfNeurons(Integer numberOfNeurons)
NeuralLayer	setThreshold(Number threshold)
NeuralLayer	setWidth(Number width)

Methods inherited from class org.dmg.pmml.PMMLObject

getLocator, hasLocator, setLocator, traverse, traverse, traverse, traverse, traverseMixed

Methods inherited from class java.lang.Object

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

Constructor Detail

NeuralLayer

public NeuralLayer()

NeuralLayer

public NeuralLayer(List<Neuron> neurons)

Method Detail

getNumberOfNeurons

public Integer getNumberOfNeurons()

setNumberOfNeurons

public NeuralLayer setNumberOfNeurons(Integer numberOfNeurons)

getActivationFunction

public NeuralNetwork.ActivationFunction getActivationFunction()

Specified by:

getActivationFunction in interface HasActivationFunction<NeuralLayer>

setActivationFunction

public NeuralLayer setActivationFunction(NeuralNetwork.ActivationFunction activationFunction)

Specified by:

setActivationFunction in interface HasActivationFunction<NeuralLayer>

getThreshold

public Number getThreshold()

Specified by:

getThreshold in interface HasActivationFunction<NeuralLayer>

See Also:

NeuralNetwork.ActivationFunction.THRESHOLD

setThreshold

public NeuralLayer setThreshold(Number threshold)

Specified by:

setThreshold in interface HasActivationFunction<NeuralLayer>

getLeakage

public Number getLeakage()

Specified by:

getLeakage in interface HasActivationFunction<NeuralLayer>

See Also:

NeuralNetwork.ActivationFunction.RECTIFIER

setLeakage

public NeuralLayer setLeakage(Number leakage)

Specified by:

setLeakage in interface HasActivationFunction<NeuralLayer>

getWidth

public Number getWidth()

Specified by:

getWidth in interface HasActivationFunction<NeuralLayer>

See Also:

NeuralNetwork.ActivationFunction.RADIAL_BASIS

setWidth

public NeuralLayer setWidth(Number width)

Specified by:

setWidth in interface HasActivationFunction<NeuralLayer>

getAltitude

public Number getAltitude()

Specified by:

getAltitude in interface HasActivationFunction<NeuralLayer>

See Also:

NeuralNetwork.ActivationFunction.RADIAL_BASIS

setAltitude

public NeuralLayer setAltitude(Number altitude)

Specified by:

setAltitude in interface HasActivationFunction<NeuralLayer>

getNormalizationMethod

public NeuralNetwork.NormalizationMethod getNormalizationMethod()

Specified by:

getNormalizationMethod in interface HasNormalizationMethod<NeuralLayer>

setNormalizationMethod

public NeuralLayer setNormalizationMethod(NeuralNetwork.NormalizationMethod normalizationMethod)

Specified by:

setNormalizationMethod in interface HasNormalizationMethod<NeuralLayer>

hasExtensions

public boolean hasExtensions()

Specified by:

hasExtensions in interface HasExtensions<NeuralLayer>

getExtensions

public List<Extension> getExtensions()

Specified by:

getExtensions in interface HasExtensions<NeuralLayer>

addExtensions

public NeuralLayer addExtensions(Extension... extensions)

Specified by:

addExtensions in interface HasExtensions<NeuralLayer>

hasNeurons

public boolean hasNeurons()

requireNeurons

public List<Neuron> requireNeurons()

getNeurons

public List<Neuron> getNeurons()

addNeurons

public NeuralLayer addNeurons(Neuron... neurons)

accept

public VisitorAction accept(Visitor visitor)

Specified by:

accept in interface Visitable