Package weka.core.pmml.jaxbbindings

Class GeneralRegressionModel

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

Java class for GeneralRegressionModel element declaration.

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

 <element name="GeneralRegressionModel">
   <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}ParameterList"/>
           <element ref="{http://www.dmg.org/PMML-4_1}FactorList" minOccurs="0"/>
           <element ref="{http://www.dmg.org/PMML-4_1}CovariateList" minOccurs="0"/>
           <element ref="{http://www.dmg.org/PMML-4_1}PPMatrix"/>
           <element ref="{http://www.dmg.org/PMML-4_1}PCovMatrix" minOccurs="0"/>
           <element ref="{http://www.dmg.org/PMML-4_1}ParamMatrix"/>
           <element ref="{http://www.dmg.org/PMML-4_1}EventValues" minOccurs="0"/>
           <element ref="{http://www.dmg.org/PMML-4_1}BaseCumHazardTables" 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="algorithmName" type="{http://www.w3.org/2001/XMLSchema}string" />
         <attribute name="baselineStrataVariable" type="{http://www.dmg.org/PMML-4_1}FIELD-NAME" />
         <attribute name="cumulativeLink" type="{http://www.dmg.org/PMML-4_1}CUMULATIVE-LINK-FUNCTION" />
         <attribute name="distParameter" type="{http://www.dmg.org/PMML-4_1}REAL-NUMBER" />
         <attribute name="distribution">
           <simpleType>
             <restriction base="{http://www.w3.org/2001/XMLSchema}string">
               <enumeration value="binomial"/>
               <enumeration value="gamma"/>
               <enumeration value="igauss"/>
               <enumeration value="negbin"/>
               <enumeration value="normal"/>
               <enumeration value="poisson"/>
               <enumeration value="tweedie"/>
             </restriction>
           </simpleType>
         </attribute>
         <attribute name="endTimeVariable" type="{http://www.dmg.org/PMML-4_1}FIELD-NAME" />
         <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="linkFunction" type="{http://www.dmg.org/PMML-4_1}LINK-FUNCTION" />
         <attribute name="linkParameter" type="{http://www.dmg.org/PMML-4_1}REAL-NUMBER" />
         <attribute name="modelDF" type="{http://www.dmg.org/PMML-4_1}REAL-NUMBER" />
         <attribute name="modelName" type="{http://www.w3.org/2001/XMLSchema}string" />
         <attribute name="modelType" use="required">
           <simpleType>
             <restriction base="{http://www.w3.org/2001/XMLSchema}string">
               <enumeration value="regression"/>
               <enumeration value="generalLinear"/>
               <enumeration value="multinomialLogistic"/>
               <enumeration value="ordinalMultinomial"/>
               <enumeration value="generalizedLinear"/>
               <enumeration value="CoxRegression"/>
             </restriction>
           </simpleType>
         </attribute>
         <attribute name="offsetValue" type="{http://www.dmg.org/PMML-4_1}REAL-NUMBER" />
         <attribute name="offsetVariable" type="{http://www.dmg.org/PMML-4_1}FIELD-NAME" />
         <attribute name="startTimeVariable" type="{http://www.dmg.org/PMML-4_1}FIELD-NAME" />
         <attribute name="statusVariable" type="{http://www.dmg.org/PMML-4_1}FIELD-NAME" />
         <attribute name="subjectIDVariable" type="{http://www.dmg.org/PMML-4_1}FIELD-NAME" />
         <attribute name="targetReferenceCategory" type="{http://www.w3.org/2001/XMLSchema}string" />
         <attribute name="targetVariableName" type="{http://www.dmg.org/PMML-4_1}FIELD-NAME" />
         <attribute name="trialsValue" type="{http://www.dmg.org/PMML-4_1}INT-NUMBER" />
         <attribute name="trialsVariable" type="{http://www.dmg.org/PMML-4_1}FIELD-NAME" />
       </restriction>
     </complexContent>
   </complexType>
 </element>

  • Constructor Details

    • GeneralRegressionModel

      public GeneralRegressionModel()

  • 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 2515 of file:/home/david/workspace/weka/pmml-4-1.xsd line 2499 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 EventValues Output LocalTransformations PPMatrix Targets ParameterList ModelVerification Extension ModelStats CovariateList BaseCumHazardTables PCovMatrix FactorList MiningSchema ParamMatrix

    • 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

    • getBaselineStrataVariable

      public String getBaselineStrataVariable()
      Gets the value of the baselineStrataVariable property.
      Returns:
      possible object is String

    • setBaselineStrataVariable

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

    • getCumulativeLink

      public CUMULATIVELINKFUNCTION getCumulativeLink()
      Gets the value of the cumulativeLink property.
      Returns:
      possible object is CUMULATIVELINKFUNCTION

    • setCumulativeLink

      public void setCumulativeLink(CUMULATIVELINKFUNCTION value)
      Sets the value of the cumulativeLink property.
      Parameters:
      value - allowed object is CUMULATIVELINKFUNCTION

    • getDistParameter

      public Double getDistParameter()
      Gets the value of the distParameter property.
      Returns:
      possible object is Double

    • setDistParameter

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

    • getDistribution

      public String getDistribution()
      Gets the value of the distribution property.
      Returns:
      possible object is String

    • setDistribution

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

    • getEndTimeVariable

      public String getEndTimeVariable()
      Gets the value of the endTimeVariable property.
      Returns:
      possible object is String

    • setEndTimeVariable

      public void setEndTimeVariable(String value)
      Sets the value of the endTimeVariable 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

    • getLinkFunction

      public LINKFUNCTION getLinkFunction()
      Gets the value of the linkFunction property.
      Returns:
      possible object is LINKFUNCTION

    • setLinkFunction

      public void setLinkFunction(LINKFUNCTION value)
      Sets the value of the linkFunction property.
      Parameters:
      value - allowed object is LINKFUNCTION

    • getLinkParameter

      public Double getLinkParameter()
      Gets the value of the linkParameter property.
      Returns:
      possible object is Double

    • setLinkParameter

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

    • getModelDF

      public Double getModelDF()
      Gets the value of the modelDF property.
      Returns:
      possible object is Double

    • setModelDF

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

    • 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

    • getOffsetValue

      public Double getOffsetValue()
      Gets the value of the offsetValue property.
      Returns:
      possible object is Double

    • setOffsetValue

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

    • getOffsetVariable

      public String getOffsetVariable()
      Gets the value of the offsetVariable property.
      Returns:
      possible object is String

    • setOffsetVariable

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

    • getStartTimeVariable

      public String getStartTimeVariable()
      Gets the value of the startTimeVariable property.
      Returns:
      possible object is String

    • setStartTimeVariable

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

    • getStatusVariable

      public String getStatusVariable()
      Gets the value of the statusVariable property.
      Returns:
      possible object is String

    • setStatusVariable

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

    • getSubjectIDVariable

      public String getSubjectIDVariable()
      Gets the value of the subjectIDVariable property.
      Returns:
      possible object is String

    • setSubjectIDVariable

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

    • getTargetReferenceCategory

      public String getTargetReferenceCategory()
      Gets the value of the targetReferenceCategory property.
      Returns:
      possible object is String

    • setTargetReferenceCategory

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

    • getTargetVariableName

      public String getTargetVariableName()
      Gets the value of the targetVariableName property.
      Returns:
      possible object is String

    • setTargetVariableName

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

    • getTrialsValue

      public BigInteger getTrialsValue()
      Gets the value of the trialsValue property.
      Returns:
      possible object is BigInteger

    • setTrialsValue

      public void setTrialsValue(BigInteger value)
      Sets the value of the trialsValue property.
      Parameters:
      value - allowed object is BigInteger

    • getTrialsVariable

      public String getTrialsVariable()
      Gets the value of the trialsVariable property.
      Returns:
      possible object is String

    • setTrialsVariable

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