weka.core.pmml.jaxbbindings

Class SupportVectorMachineModel

java.lang.Object

weka.core.pmml.jaxbbindings.SupportVectorMachineModel

public class SupportVectorMachineModel
extends Object

Java class for SupportVectorMachineModel element declaration.

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

 <element name="SupportVectorMachineModel">
   <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="algorithmName" type="{http://www.w3.org/2001/XMLSchema}string" />
         <attribute name="classificationMethod" type="{http://www.dmg.org/PMML-4_1}SVM-CLASSIFICATION-METHOD" default="OneAgainstAll" />
         <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="svmRepresentation" type="{http://www.dmg.org/PMML-4_1}SVM-REPRESENTATION" default="SupportVectors" />
         <attribute name="threshold" type="{http://www.dmg.org/PMML-4_1}REAL-NUMBER" default="0" />
       </restriction>
     </complexContent>
   </complexType>
 </element>
 

Constructor Summary

Constructors

Constructor and Description
SupportVectorMachineModel()

Method Summary

Modifier and Type	Method and Description
String	getAlgorithmName() Gets the value of the algorithmName property.
SVMCLASSIFICATIONMETHOD	getClassificationMethod() Gets the value of the classificationMethod property.
List<Object>	getContent() Gets the rest of the content model.
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

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

SupportVectorMachineModel

public SupportVectorMachineModel()

Method Detail

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 1368 of file:/home/david/workspace/weka/pmml-4-1.xsd line 1350 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 PolynomialKernelType SupportVectorMachine Output SigmoidKernelType LinearKernelType LocalTransformations VectorDictionary Targets RadialBasisKernelType MiningSchema ModelVerification Extension

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

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

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

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

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