Package weka.core.pmml.jaxbbindings

Class NeuralNetwork

  • public class NeuralNetwork
extends java.lang.Object

    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>

    • Constructor Detail

      • NeuralNetwork

        public NeuralNetwork()

    • Method Detail

      • getContent

        public java.util.List<java.lang.Object> getContent()
        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 ModelExplanation ModelStats Output NeuralLayer LocalTransformations Targets NeuralOutputs MiningSchema ModelVerification NeuralInputs Extension

      • setActivationFunction

        public void setActivationFunction​(ACTIVATIONFUNCTION value)
        Sets the value of the activationFunction property.
        Parameters:
        value - allowed object is ACTIVATIONFUNCTION

      • getAlgorithmName

        public java.lang.String getAlgorithmName()
        Gets the value of the algorithmName property.
        Returns:
        possible object is String

      • setAlgorithmName

        public void setAlgorithmName​(java.lang.String value)
        Sets the value of the algorithmName property.
        Parameters:
        value - allowed object is String

      • getAltitude

        public double getAltitude()
        Gets the value of the altitude property.
        Returns:
        possible object is Double

      • setAltitude

        public void setAltitude​(java.lang.Double value)
        Sets the value of the altitude property.
        Parameters:
        value - allowed object is Double

      • getFunctionName

        public MININGFUNCTION getFunctionName()
        Gets the value of the functionName property.
        Returns:
        possible object is MININGFUNCTION

      • setFunctionName

        public void setFunctionName​(MININGFUNCTION value)
        Sets the value of the functionName property.
        Parameters:
        value - allowed object is MININGFUNCTION

      • isIsScorable

        public boolean isIsScorable()
        Gets the value of the isScorable property.
        Returns:
        possible object is Boolean

      • setIsScorable

        public void setIsScorable​(java.lang.Boolean value)
        Sets the value of the isScorable property.
        Parameters:
        value - allowed object is Boolean

      • getModelName

        public java.lang.String getModelName()
        Gets the value of the modelName property.
        Returns:
        possible object is String

      • setModelName

        public void setModelName​(java.lang.String value)
        Sets the value of the modelName property.
        Parameters:
        value - allowed object is String

      • getNumberOfLayers

        public java.math.BigInteger getNumberOfLayers()
        Gets the value of the numberOfLayers property.
        Returns:
        possible object is BigInteger

      • setNumberOfLayers

        public void setNumberOfLayers​(java.math.BigInteger value)
        Sets the value of the numberOfLayers property.
        Parameters:
        value - allowed object is BigInteger

      • getThreshold

        public double getThreshold()
        Gets the value of the threshold property.
        Returns:
        possible object is Double

      • setThreshold

        public void setThreshold​(java.lang.Double value)
        Sets the value of the threshold property.
        Parameters:
        value - allowed object is Double

      • getWidth

        public java.lang.Double getWidth()
        Gets the value of the width property.
        Returns:
        possible object is Double

      • setWidth

        public void setWidth​(java.lang.Double value)
        Sets the value of the width property.
        Parameters:
        value - allowed object is Double