org.dmg.pmml.pmml_4_1.descr
Class SupportVectorMachineModel

java.lang.Object
  extended by org.dmg.pmml.pmml_4_1.descr.SupportVectorMachineModel
All Implemented Interfaces:
Serializable

public class SupportVectorMachineModel
extends Object
implements Serializable

Java class for anonymous complex type.

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

 <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"/>
         <sequence>
           <choice>
             <element ref="{http://www.dmg.org/PMML-4_1}LinearKernelType"/>
             <element ref="{http://www.dmg.org/PMML-4_1}PolynomialKernelType"/>
             <element ref="{http://www.dmg.org/PMML-4_1}RadialBasisKernelType"/>
             <element ref="{http://www.dmg.org/PMML-4_1}SigmoidKernelType"/>
           </choice>
         </sequence>
         <element ref="{http://www.dmg.org/PMML-4_1}VectorDictionary"/>
         <element ref="{http://www.dmg.org/PMML-4_1}SupportVectorMachine" 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="modelName" 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="algorithmName" type="{http://www.w3.org/2001/XMLSchema}string" />
       <attribute name="threshold" type="{http://www.dmg.org/PMML-4_1}REAL-NUMBER" default="0" />
       <attribute name="svmRepresentation" type="{http://www.dmg.org/PMML-4_1}SVM-REPRESENTATION" default="SupportVectors" />
       <attribute name="classificationMethod" type="{http://www.dmg.org/PMML-4_1}SVM-CLASSIFICATION-METHOD" default="OneAgainstAll" />
       <attribute name="isScorable" type="{http://www.w3.org/2001/XMLSchema}boolean" default="true" />
     </restriction>
   </complexContent>
 </complexType>
 

See Also:
Serialized Form

Field Summary
protected  String algorithmName
           
protected  SVMCLASSIFICATIONMETHOD classificationMethod
           
protected  List<Object> extensionsAndSupportVectorMachinesAndVectorDictionaries
           
protected  MININGFUNCTION functionName
           
protected  Boolean isScorable
           
protected  String modelName
           
protected  SVMREPRESENTATION svmRepresentation
           
protected  Double threshold
           
 
Constructor Summary
SupportVectorMachineModel()
           
 
Method Summary
 String getAlgorithmName()
          Gets the value of the algorithmName property.
 SVMCLASSIFICATIONMETHOD getClassificationMethod()
          Gets the value of the classificationMethod property.
 List<Object> getExtensionsAndSupportVectorMachinesAndVectorDictionaries()
          Gets the value of the extensionsAndSupportVectorMachinesAndVectorDictionaries property.
 MININGFUNCTION getFunctionName()
          Gets the value of the functionName property.
 String getModelName()
          Gets the value of the modelName property.
 SVMREPRESENTATION getSvmRepresentation()
          Gets the value of the svmRepresentation property.
 double getThreshold()
          Gets the value of the threshold property.
 boolean isIsScorable()
          Gets the value of the isScorable property.
 void setAlgorithmName(String value)
          Sets the value of the algorithmName property.
 void setClassificationMethod(SVMCLASSIFICATIONMETHOD value)
          Sets the value of the classificationMethod property.
 void setFunctionName(MININGFUNCTION value)
          Sets the value of the functionName property.
 void setIsScorable(Boolean value)
          Sets the value of the isScorable property.
 void setModelName(String value)
          Sets the value of the modelName property.
 void setSvmRepresentation(SVMREPRESENTATION value)
          Sets the value of the svmRepresentation property.
 void setThreshold(Double value)
          Sets the value of the threshold property.
 
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
 

Field Detail

extensionsAndSupportVectorMachinesAndVectorDictionaries

protected List<Object> extensionsAndSupportVectorMachinesAndVectorDictionaries

modelName

protected String modelName

functionName

protected MININGFUNCTION functionName

algorithmName

protected String algorithmName

threshold

protected Double threshold

svmRepresentation

protected SVMREPRESENTATION svmRepresentation

classificationMethod

protected SVMCLASSIFICATIONMETHOD classificationMethod

isScorable

protected Boolean isScorable
Constructor Detail

SupportVectorMachineModel

public SupportVectorMachineModel()
Method Detail

getExtensionsAndSupportVectorMachinesAndVectorDictionaries

public List<Object> getExtensionsAndSupportVectorMachinesAndVectorDictionaries()
Gets the value of the extensionsAndSupportVectorMachinesAndVectorDictionaries 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 extensionsAndSupportVectorMachinesAndVectorDictionaries property.

For example, to add a new item, do as follows:

    getExtensionsAndSupportVectorMachinesAndVectorDictionaries().add(newItem);
 

Objects of the following type(s) are allowed in the list Targets Output MiningSchema SupportVectorMachine ModelExplanation ModelVerification LocalTransformations RadialBasisKernelType VectorDictionary PolynomialKernelType Extension LinearKernelType SigmoidKernelType ModelStats


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

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

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

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

getSvmRepresentation

public SVMREPRESENTATION getSvmRepresentation()
Gets the value of the svmRepresentation property.

Returns:
possible object is SVMREPRESENTATION

setSvmRepresentation

public void setSvmRepresentation(SVMREPRESENTATION value)
Sets the value of the svmRepresentation property.

Parameters:
value - allowed object is SVMREPRESENTATION

getClassificationMethod

public SVMCLASSIFICATIONMETHOD getClassificationMethod()
Gets the value of the classificationMethod property.

Returns:
possible object is SVMCLASSIFICATIONMETHOD

setClassificationMethod

public void setClassificationMethod(SVMCLASSIFICATIONMETHOD value)
Sets the value of the classificationMethod property.

Parameters:
value - allowed object is SVMCLASSIFICATIONMETHOD

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


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