org.dmg.pmml.NeuralLayer Maven / Gradle / Ivy
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package org.dmg.pmml;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import javax.xml.bind.annotation.XmlAccessType;
import javax.xml.bind.annotation.XmlAccessorType;
import javax.xml.bind.annotation.XmlAttribute;
import javax.xml.bind.annotation.XmlElement;
import javax.xml.bind.annotation.XmlRootElement;
import javax.xml.bind.annotation.XmlType;
import javax.xml.bind.annotation.adapters.XmlJavaTypeAdapter;
import org.dmg.pmml.adapters.IntegerAdapter;
/**
* Java class for anonymous complex type.
*
*
The following schema fragment specifies the expected content contained within this class.
*
*
* <complexType>
* <complexContent>
* <restriction base="{http://www.w3.org/2001/XMLSchema}anyType">
* <sequence>
* <element ref="{http://www.dmg.org/PMML-4_2}Extension" maxOccurs="unbounded" minOccurs="0"/>
* <element ref="{http://www.dmg.org/PMML-4_2}Neuron" maxOccurs="unbounded"/>
* </sequence>
* <attribute name="numberOfNeurons" type="{http://www.dmg.org/PMML-4_2}INT-NUMBER" />
* <attribute name="activationFunction" type="{http://www.dmg.org/PMML-4_2}ACTIVATION-FUNCTION" />
* <attribute name="threshold" type="{http://www.dmg.org/PMML-4_2}REAL-NUMBER" />
* <attribute name="width" type="{http://www.dmg.org/PMML-4_2}REAL-NUMBER" />
* <attribute name="altitude" type="{http://www.dmg.org/PMML-4_2}REAL-NUMBER" />
* <attribute name="normalizationMethod" type="{http://www.dmg.org/PMML-4_2}NN-NORMALIZATION-METHOD" />
* </restriction>
* </complexContent>
* </complexType>
*
*
*
*/
@XmlAccessorType(XmlAccessType.FIELD)
@XmlType(name = "", propOrder = {
"extensions",
"neurons"
})
@XmlRootElement(name = "NeuralLayer", namespace = "http://www.dmg.org/PMML-4_2")
public class NeuralLayer
extends org.dmg.pmml.PMMLObject
implements HasExtensions
{
@XmlAttribute(name = "numberOfNeurons")
@XmlJavaTypeAdapter(IntegerAdapter.class)
private Integer numberOfNeurons;
@XmlAttribute(name = "activationFunction")
private ActivationFunctionType activationFunction;
@XmlAttribute(name = "threshold")
private Double threshold;
@XmlAttribute(name = "width")
private Double width;
@XmlAttribute(name = "altitude")
private Double altitude;
@XmlAttribute(name = "normalizationMethod")
private NnNormalizationMethodType normalizationMethod;
@XmlElement(name = "Extension", namespace = "http://www.dmg.org/PMML-4_2")
private List extensions;
@XmlElement(name = "Neuron", namespace = "http://www.dmg.org/PMML-4_2", required = true)
private List neurons;
public NeuralLayer() {
super();
}
public NeuralLayer(final List neurons) {
super();
this.neurons = neurons;
}
/**
* Gets the value of the numberOfNeurons property.
*
* @return
* possible object is
* {@link String }
*
*/
public Integer getNumberOfNeurons() {
return numberOfNeurons;
}
/**
* Sets the value of the numberOfNeurons property.
*
* @param numberOfNeurons
* allowed object is
* {@link String }
*
*/
public NeuralLayer setNumberOfNeurons(Integer numberOfNeurons) {
this.numberOfNeurons = numberOfNeurons;
return this;
}
/**
* Gets the value of the activationFunction property.
*
* @return
* possible object is
* {@link ActivationFunctionType }
*
*/
public ActivationFunctionType getActivationFunction() {
return activationFunction;
}
/**
* Sets the value of the activationFunction property.
*
* @param activationFunction
* allowed object is
* {@link ActivationFunctionType }
*
*/
public NeuralLayer setActivationFunction(ActivationFunctionType activationFunction) {
this.activationFunction = activationFunction;
return this;
}
/**
* Gets the value of the threshold property.
*
* @return
* possible object is
* {@link Double }
*
*/
public Double getThreshold() {
return threshold;
}
/**
* Sets the value of the threshold property.
*
* @param threshold
* allowed object is
* {@link Double }
*
*/
public NeuralLayer setThreshold(Double threshold) {
this.threshold = threshold;
return this;
}
/**
* Gets the value of the width property.
*
* @return
* possible object is
* {@link Double }
*
*/
public Double getWidth() {
return width;
}
/**
* Sets the value of the width property.
*
* @param width
* allowed object is
* {@link Double }
*
*/
public NeuralLayer setWidth(Double width) {
this.width = width;
return this;
}
/**
* Gets the value of the altitude property.
*
* @return
* possible object is
* {@link Double }
*
*/
public Double getAltitude() {
return altitude;
}
/**
* Sets the value of the altitude property.
*
* @param altitude
* allowed object is
* {@link Double }
*
*/
public NeuralLayer setAltitude(Double altitude) {
this.altitude = altitude;
return this;
}
/**
* Gets the value of the normalizationMethod property.
*
* @return
* possible object is
* {@link NnNormalizationMethodType }
*
*/
public NnNormalizationMethodType getNormalizationMethod() {
return normalizationMethod;
}
/**
* Sets the value of the normalizationMethod property.
*
* @param normalizationMethod
* allowed object is
* {@link NnNormalizationMethodType }
*
*/
public NeuralLayer setNormalizationMethod(NnNormalizationMethodType normalizationMethod) {
this.normalizationMethod = normalizationMethod;
return this;
}
/**
* Gets the value of the extensions property.
*
*
* This accessor method returns a reference to the live list,
* not a snapshot. Therefore any modification you make to the
* returned list will be present inside the JAXB object.
* This is why there is not a set method for the extensions property.
*
*
* For example, to add a new item, do as follows:
*
* getExtensions().add(newItem);
*
*
*
*
* Objects of the following type(s) are allowed in the list
* {@link Extension }
*
*
*/
public List getExtensions() {
if (extensions == null) {
extensions = new ArrayList();
}
return this.extensions;
}
/**
* Gets the value of the neurons property.
*
*
* This accessor method returns a reference to the live list,
* not a snapshot. Therefore any modification you make to the
* returned list will be present inside the JAXB object.
* This is why there is not a set method for the neurons property.
*
*
* For example, to add a new item, do as follows:
*
* getNeurons().add(newItem);
*
*
*
*
* Objects of the following type(s) are allowed in the list
* {@link Neuron }
*
*
*/
public List getNeurons() {
if (neurons == null) {
neurons = new ArrayList();
}
return this.neurons;
}
public boolean hasExtensions() {
return ((this.extensions!= null)&&(this.extensions.size()> 0));
}
public NeuralLayer addExtensions(Extension... extensions) {
getExtensions().addAll(Arrays.asList(extensions));
return this;
}
public boolean hasNeurons() {
return ((this.neurons!= null)&&(this.neurons.size()> 0));
}
public NeuralLayer addNeurons(Neuron... neurons) {
getNeurons().addAll(Arrays.asList(neurons));
return this;
}
@Override
public VisitorAction accept(Visitor visitor) {
VisitorAction status = visitor.visit(this);
visitor.pushParent(this);
if ((status == VisitorAction.CONTINUE)&&hasExtensions()) {
status = org.dmg.pmml.PMMLObject.traverse(visitor, getExtensions());
}
if ((status == VisitorAction.CONTINUE)&&hasNeurons()) {
status = org.dmg.pmml.PMMLObject.traverse(visitor, getNeurons());
}
visitor.popParent();
if (status == VisitorAction.TERMINATE) {
return VisitorAction.TERMINATE;
}
return VisitorAction.CONTINUE;
}
}