Package weka.core.pmml.jaxbbindings

Class NeuralNetwork

java.lang.Object
weka.core.pmml.jaxbbindings.NeuralNetwork
public class NeuralNetwork extends 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 Details

    • NeuralNetwork

      public NeuralNetwork()

  • Method Details

    • getContent

      public List<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

    • getActivationFunction

      public ACTIVATIONFUNCTION getActivationFunction()
      Gets the value of the activationFunction property.
      Returns:
      possible object is ACTIVATIONFUNCTION

    • setActivationFunction

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

    • getAlgorithmName

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

    • setAlgorithmName

      public void setAlgorithmName(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(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(Boolean value)
      Sets the value of the isScorable property.
      Parameters:
      value - allowed object is Boolean

    • getModelName

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

    • setModelName

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

    • getNormalizationMethod

      public NNNORMALIZATIONMETHOD getNormalizationMethod()
      Gets the value of the normalizationMethod property.
      Returns:
      possible object is NNNORMALIZATIONMETHOD

    • setNormalizationMethod

      public void setNormalizationMethod(NNNORMALIZATIONMETHOD value)
      Sets the value of the normalizationMethod property.
      Parameters:
      value - allowed object is NNNORMALIZATIONMETHOD

    • getNumberOfLayers

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

    • setNumberOfLayers

      public void setNumberOfLayers(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(Double value)
      Sets the value of the threshold property.
      Parameters:
      value - allowed object is Double

    • getWidth

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

    • setWidth

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