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    • weka.core.pmml.jaxbbindings.NeuralNetwork Maven / Gradle / Ivy

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    The Waikato Environment for Knowledge Analysis (WEKA), a machine learning workbench. This version represents the developer version, the "bleeding edge" of development, you could say. New functionality gets added to this version.

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    //
// This file was generated by the JavaTM Architecture for XML Binding(JAXB) Reference Implementation, v2.0-b52-fcs 
// See http://java.sun.com/xml/jaxb 
// Any modifications to this file will be lost upon recompilation of the source schema. 
// Generated on: 2013.12.20 at 12:48:21 PM GMT 
//


package weka.core.pmml.jaxbbindings;

import java.math.BigInteger;
import java.util.ArrayList;
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.XmlElementRef;
import javax.xml.bind.annotation.XmlElementRefs;
import javax.xml.bind.annotation.XmlRootElement;
import javax.xml.bind.annotation.XmlType;


/**
 * 
    Java class for NeuralNetwork element declaration.
 * 
 * 
    The following schema fragment specifies the expected content contained within this class.
 * 
 * 
     * <element name="NeuralNetwork">
 *   <complexType>
 *     <complexContent>
 *       <restriction base="{http://www.w3.org/2001/XMLSchema}anyType">
 *         <sequence>
 *           <element ref="{http://www.dmg.org/PMML-4_1}Extension" maxOccurs="unbounded" minOccurs="0"/>
 *           <element ref="{http://www.dmg.org/PMML-4_1}MiningSchema"/>
 *           <element ref="{http://www.dmg.org/PMML-4_1}Output" minOccurs="0"/>
 *           <element ref="{http://www.dmg.org/PMML-4_1}ModelStats" minOccurs="0"/>
 *           <element ref="{http://www.dmg.org/PMML-4_1}ModelExplanation" minOccurs="0"/>
 *           <element ref="{http://www.dmg.org/PMML-4_1}Targets" minOccurs="0"/>
 *           <element ref="{http://www.dmg.org/PMML-4_1}LocalTransformations" minOccurs="0"/>
 *           <element ref="{http://www.dmg.org/PMML-4_1}NeuralInputs"/>
 *           <element ref="{http://www.dmg.org/PMML-4_1}NeuralLayer" maxOccurs="unbounded"/>
 *           <element ref="{http://www.dmg.org/PMML-4_1}NeuralOutputs" minOccurs="0"/>
 *           <element ref="{http://www.dmg.org/PMML-4_1}ModelVerification" minOccurs="0"/>
 *           <element ref="{http://www.dmg.org/PMML-4_1}Extension" maxOccurs="unbounded" minOccurs="0"/>
 *         </sequence>
 *         <attribute name="activationFunction" use="required" type="{http://www.dmg.org/PMML-4_1}ACTIVATION-FUNCTION" />
 *         <attribute name="algorithmName" type="{http://www.w3.org/2001/XMLSchema}string" />
 *         <attribute name="altitude" type="{http://www.dmg.org/PMML-4_1}REAL-NUMBER" default="1.0" />
 *         <attribute name="functionName" use="required" type="{http://www.dmg.org/PMML-4_1}MINING-FUNCTION" />
 *         <attribute name="isScorable" type="{http://www.w3.org/2001/XMLSchema}boolean" default="true" />
 *         <attribute name="modelName" type="{http://www.w3.org/2001/XMLSchema}string" />
 *         <attribute name="normalizationMethod" type="{http://www.dmg.org/PMML-4_1}NN-NORMALIZATION-METHOD" default="none" />
 *         <attribute name="numberOfLayers" type="{http://www.w3.org/2001/XMLSchema}nonNegativeInteger" />
 *         <attribute name="threshold" type="{http://www.dmg.org/PMML-4_1}REAL-NUMBER" default="0" />
 *         <attribute name="width" type="{http://www.dmg.org/PMML-4_1}REAL-NUMBER" />
 *       </restriction>
 *     </complexContent>
 *   </complexType>
 * </element>
 * 
    
 * 
 * 
 */
@XmlAccessorType(XmlAccessType.FIELD)
@XmlType(name = "", propOrder = {
    "content"
})
@XmlRootElement(name = "NeuralNetwork")
public class NeuralNetwork {

    @XmlElementRefs({
        @XmlElementRef(name = "ModelExplanation", namespace = "http://www.dmg.org/PMML-4_1", type = ModelExplanation.class),
        @XmlElementRef(name = "ModelStats", namespace = "http://www.dmg.org/PMML-4_1", type = ModelStats.class),
        @XmlElementRef(name = "Output", namespace = "http://www.dmg.org/PMML-4_1", type = Output.class),
        @XmlElementRef(name = "LocalTransformations", namespace = "http://www.dmg.org/PMML-4_1", type = LocalTransformations.class),
        @XmlElementRef(name = "NeuralLayer", namespace = "http://www.dmg.org/PMML-4_1", type = NeuralLayer.class),
        @XmlElementRef(name = "Targets", namespace = "http://www.dmg.org/PMML-4_1", type = Targets.class),
        @XmlElementRef(name = "NeuralOutputs", namespace = "http://www.dmg.org/PMML-4_1", type = NeuralOutputs.class),
        @XmlElementRef(name = "MiningSchema", namespace = "http://www.dmg.org/PMML-4_1", type = MiningSchema.class),
        @XmlElementRef(name = "NeuralInputs", namespace = "http://www.dmg.org/PMML-4_1", type = NeuralInputs.class),
        @XmlElementRef(name = "ModelVerification", namespace = "http://www.dmg.org/PMML-4_1", type = ModelVerification.class),
        @XmlElementRef(name = "Extension", namespace = "http://www.dmg.org/PMML-4_1", type = Extension.class)
    })
    protected List content;
    @XmlAttribute(required = true)
    protected ACTIVATIONFUNCTION activationFunction;
    @XmlAttribute
    protected String algorithmName;
    @XmlAttribute
    protected Double altitude;
    @XmlAttribute(required = true)
    protected MININGFUNCTION functionName;
    @XmlAttribute
    protected Boolean isScorable;
    @XmlAttribute
    protected String modelName;
    @XmlAttribute
    protected NNNORMALIZATIONMETHOD normalizationMethod;
    @XmlAttribute
    protected BigInteger numberOfLayers;
    @XmlAttribute
    protected Double threshold;
    @XmlAttribute
    protected Double width;

    /**
     * Gets the rest of the content model. 
     * 
     * 
    
     * You are getting this "catch-all" property because of the following reason: 
     * The field name "Extension" is used by two different parts of a schema. See: 
     * line 3183 of file:/home/david/workspace/weka/pmml-4-1.xsd
     * line 3172 of file:/home/david/workspace/weka/pmml-4-1.xsd
     * 
    
     * To get rid of this property, apply a property customization to one 
     * of both of the following declarations to change their names: 
     * Gets the value of the content 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 content property.
     * 
     * 
    
     * For example, to add a new item, do as follows:
     * 
         *    getContent().add(newItem);
     * 
    
     * 
     * 
     * 
    
     * Objects of the following type(s) are allowed in the list
     * {@link ModelExplanation }
     * {@link ModelStats }
     * {@link Output }
     * {@link NeuralLayer }
     * {@link LocalTransformations }
     * {@link Targets }
     * {@link NeuralOutputs }
     * {@link MiningSchema }
     * {@link ModelVerification }
     * {@link NeuralInputs }
     * {@link Extension }
     * 
     * 
     */
    public List getContent() {
        if (content == null) {
            content = new ArrayList();
        }
        return this.content;
    }

    /**
     * Gets the value of the activationFunction property.
     * 
     * @return
     *     possible object is
     *     {@link ACTIVATIONFUNCTION }
     *     
     */
    public ACTIVATIONFUNCTION getActivationFunction() {
        return activationFunction;
    }

    /**
     * Sets the value of the activationFunction property.
     * 
     * @param value
     *     allowed object is
     *     {@link ACTIVATIONFUNCTION }
     *     
     */
    public void setActivationFunction(ACTIVATIONFUNCTION value) {
        this.activationFunction = value;
    }

    /**
     * Gets the value of the algorithmName property.
     * 
     * @return
     *     possible object is
     *     {@link String }
     *     
     */
    public String getAlgorithmName() {
        return algorithmName;
    }

    /**
     * Sets the value of the algorithmName property.
     * 
     * @param value
     *     allowed object is
     *     {@link String }
     *     
     */
    public void setAlgorithmName(String value) {
        this.algorithmName = value;
    }

    /**
     * Gets the value of the altitude property.
     * 
     * @return
     *     possible object is
     *     {@link Double }
     *     
     */
    public double getAltitude() {
        if (altitude == null) {
            return  1.0D;
        } else {
            return altitude;
        }
    }

    /**
     * Sets the value of the altitude property.
     * 
     * @param value
     *     allowed object is
     *     {@link Double }
     *     
     */
    public void setAltitude(Double value) {
        this.altitude = value;
    }

    /**
     * Gets the value of the functionName property.
     * 
     * @return
     *     possible object is
     *     {@link MININGFUNCTION }
     *     
     */
    public MININGFUNCTION getFunctionName() {
        return functionName;
    }

    /**
     * Sets the value of the functionName property.
     * 
     * @param value
     *     allowed object is
     *     {@link MININGFUNCTION }
     *     
     */
    public void setFunctionName(MININGFUNCTION value) {
        this.functionName = value;
    }

    /**
     * Gets the value of the isScorable property.
     * 
     * @return
     *     possible object is
     *     {@link Boolean }
     *     
     */
    public boolean isIsScorable() {
        if (isScorable == null) {
            return true;
        } else {
            return isScorable;
        }
    }

    /**
     * Sets the value of the isScorable property.
     * 
     * @param value
     *     allowed object is
     *     {@link Boolean }
     *     
     */
    public void setIsScorable(Boolean value) {
        this.isScorable = value;
    }

    /**
     * Gets the value of the modelName property.
     * 
     * @return
     *     possible object is
     *     {@link String }
     *     
     */
    public String getModelName() {
        return modelName;
    }

    /**
     * Sets the value of the modelName property.
     * 
     * @param value
     *     allowed object is
     *     {@link String }
     *     
     */
    public void setModelName(String value) {
        this.modelName = value;
    }

    /**
     * Gets the value of the normalizationMethod property.
     * 
     * @return
     *     possible object is
     *     {@link NNNORMALIZATIONMETHOD }
     *     
     */
    public NNNORMALIZATIONMETHOD getNormalizationMethod() {
        if (normalizationMethod == null) {
            return NNNORMALIZATIONMETHOD.NONE;
        } else {
            return normalizationMethod;
        }
    }

    /**
     * Sets the value of the normalizationMethod property.
     * 
     * @param value
     *     allowed object is
     *     {@link NNNORMALIZATIONMETHOD }
     *     
     */
    public void setNormalizationMethod(NNNORMALIZATIONMETHOD value) {
        this.normalizationMethod = value;
    }

    /**
     * Gets the value of the numberOfLayers property.
     * 
     * @return
     *     possible object is
     *     {@link BigInteger }
     *     
     */
    public BigInteger getNumberOfLayers() {
        return numberOfLayers;
    }

    /**
     * Sets the value of the numberOfLayers property.
     * 
     * @param value
     *     allowed object is
     *     {@link BigInteger }
     *     
     */
    public void setNumberOfLayers(BigInteger value) {
        this.numberOfLayers = value;
    }

    /**
     * Gets the value of the threshold property.
     * 
     * @return
     *     possible object is
     *     {@link Double }
     *     
     */
    public double getThreshold() {
        if (threshold == null) {
            return  0.0D;
        } else {
            return threshold;
        }
    }

    /**
     * Sets the value of the threshold property.
     * 
     * @param value
     *     allowed object is
     *     {@link Double }
     *     
     */
    public void setThreshold(Double value) {
        this.threshold = value;
    }

    /**
     * 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 value
     *     allowed object is
     *     {@link Double }
     *     
     */
    public void setWidth(Double value) {
        this.width = value;
    }

}
    
    
    
    

    




    
    
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