Package weka.core.pmml.jaxbbindings

Class RegressionModel

java.lang.Object
weka.core.pmml.jaxbbindings.RegressionModel
public class RegressionModel extends Object

Java class for RegressionModel element declaration.

The following schema fragment specifies the expected content contained within this class. 

 <element name="RegressionModel">
   <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}RegressionTable" maxOccurs="unbounded"/>
           <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="algorithmName" type="{http://www.w3.org/2001/XMLSchema}string" />
         <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="modelType">
           <simpleType>
             <restriction base="{http://www.w3.org/2001/XMLSchema}string">
               <enumeration value="linearRegression"/>
               <enumeration value="stepwisePolynomialRegression"/>
               <enumeration value="logisticRegression"/>
             </restriction>
           </simpleType>
         </attribute>
         <attribute name="normalizationMethod" type="{http://www.dmg.org/PMML-4_1}REGRESSIONNORMALIZATIONMETHOD" default="none" />
         <attribute name="targetFieldName" type="{http://www.dmg.org/PMML-4_1}FIELD-NAME" />
       </restriction>
     </complexContent>
   </complexType>
 </element>

  • Constructor Details

    • RegressionModel

      public RegressionModel()

  • 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 902 of file:/home/david/workspace/weka/pmml-4-1.xsd line 893 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 LocalTransformations Targets MiningSchema RegressionTable ModelVerification Extension

    • addContent

      public void addContent(Object object)

    • 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

    • 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

    • getModelType

      public String getModelType()
      Gets the value of the modelType property.
      Returns:
      possible object is String

    • setModelType

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

    • getNormalizationMethod

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

    • setNormalizationMethod

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

    • getTargetFieldName

      public String getTargetFieldName()
      Gets the value of the targetFieldName property.
      Returns:
      possible object is String

    • setTargetFieldName

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