org.dmg.pmml

Class SupportVectorMachineModel

java.lang.Object

org.dmg.pmml.PMMLObject

org.dmg.pmml.Model

org.dmg.pmml.SupportVectorMachineModel

All Implemented Interfaces:

com.sun.xml.bind.Locatable, Serializable, HasExtensions, Visitable

public class SupportVectorMachineModel
extends Model
implements com.sun.xml.bind.Locatable, HasExtensions

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"/>
       </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

Fields

Modifier and Type	Field and Description
protected String	algorithmName
protected SvmClassificationMethodType	classificationMethod
protected List<Extension>	extensions
protected MiningFunctionType	functionName
protected KernelType	kernelType
protected LocalTransformations	localTransformations
protected Locator	locator
protected MiningSchema	miningSchema
protected ModelExplanation	modelExplanation
protected String	modelName
protected ModelStats	modelStats
protected ModelVerification	modelVerification
protected Output	output
protected Boolean	scorable
protected List<SupportVectorMachine>	supportVectorMachines
protected SvmRepresentationType	svmRepresentation
protected Targets	targets
protected Double	threshold
protected VectorDictionary	vectorDictionary

Constructor Summary

Constructors

Constructor and Description
SupportVectorMachineModel() Deprecated.
SupportVectorMachineModel(MiningSchema miningSchema, VectorDictionary vectorDictionary, MiningFunctionType functionName)

Method Summary

Methods

Modifier and Type	Method and Description
VisitorAction	accept(Visitor visitor)
String	getAlgorithmName() Gets the value of the algorithmName property.
SvmClassificationMethodType	getClassificationMethod() Gets the value of the classificationMethod property.
List<Extension>	getExtensions() Gets the value of the extensions property.
MiningFunctionType	getFunctionName() Gets the value of the functionName property.
KernelType	getKernelType() Gets the value of the kernelType property.
LocalTransformations	getLocalTransformations() Gets the value of the localTransformations property.
MiningSchema	getMiningSchema() Gets the value of the miningSchema property.
ModelExplanation	getModelExplanation() Gets the value of the modelExplanation property.
String	getModelName() Gets the value of the modelName property.
ModelStats	getModelStats() Gets the value of the modelStats property.
ModelVerification	getModelVerification() Gets the value of the modelVerification property.
Output	getOutput() Gets the value of the output property.
List<SupportVectorMachine>	getSupportVectorMachines() Gets the value of the supportVectorMachines property.
SvmRepresentationType	getSvmRepresentation() Gets the value of the svmRepresentation property.
Targets	getTargets() Gets the value of the targets property.
double	getThreshold() Gets the value of the threshold property.
VectorDictionary	getVectorDictionary() Gets the value of the vectorDictionary property.
boolean	isScorable() Gets the value of the scorable property.
void	setAlgorithmName(String value) Sets the value of the algorithmName property.
void	setClassificationMethod(SvmClassificationMethodType value) Sets the value of the classificationMethod property.
void	setFunctionName(MiningFunctionType value) Sets the value of the functionName property.
void	setKernelType(KernelType value) Sets the value of the kernelType property.
void	setLocalTransformations(LocalTransformations value) Sets the value of the localTransformations property.
void	setMiningSchema(MiningSchema value) Sets the value of the miningSchema property.
void	setModelExplanation(ModelExplanation value) Sets the value of the modelExplanation property.
void	setModelName(String value) Sets the value of the modelName property.
void	setModelStats(ModelStats value) Sets the value of the modelStats property.
void	setModelVerification(ModelVerification value) Sets the value of the modelVerification property.
void	setOutput(Output value) Sets the value of the output property.
void	setScorable(Boolean value) Sets the value of the scorable property.
void	setSourceLocation(Locator newLocator)
void	setSvmRepresentation(SvmRepresentationType value) Sets the value of the svmRepresentation property.
void	setTargets(Targets value) Sets the value of the targets property.
void	setThreshold(Double value) Sets the value of the threshold property.
void	setVectorDictionary(VectorDictionary value) Sets the value of the vectorDictionary property.
Locator	sourceLocation()
SupportVectorMachineModel	withAlgorithmName(String value)
SupportVectorMachineModel	withClassificationMethod(SvmClassificationMethodType value)
SupportVectorMachineModel	withExtensions(Collection<Extension> values)
SupportVectorMachineModel	withExtensions(Extension... values)
SupportVectorMachineModel	withFunctionName(MiningFunctionType value)
SupportVectorMachineModel	withKernelType(KernelType value)
SupportVectorMachineModel	withLocalTransformations(LocalTransformations value)
SupportVectorMachineModel	withMiningSchema(MiningSchema value)
SupportVectorMachineModel	withModelExplanation(ModelExplanation value)
SupportVectorMachineModel	withModelName(String value)
SupportVectorMachineModel	withModelStats(ModelStats value)
SupportVectorMachineModel	withModelVerification(ModelVerification value)
SupportVectorMachineModel	withOutput(Output value)
SupportVectorMachineModel	withScorable(Boolean value)
SupportVectorMachineModel	withSupportVectorMachines(Collection<SupportVectorMachine> values)
SupportVectorMachineModel	withSupportVectorMachines(SupportVectorMachine... values)
SupportVectorMachineModel	withSvmRepresentation(SvmRepresentationType value)
SupportVectorMachineModel	withTargets(Targets value)
SupportVectorMachineModel	withThreshold(Double value)
SupportVectorMachineModel	withVectorDictionary(VectorDictionary value)

Methods inherited from class java.lang.Object

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

Field Detail

extensions

protected List<Extension> extensions

miningSchema

protected MiningSchema miningSchema

output

protected Output output

modelStats

protected ModelStats modelStats

modelExplanation

protected ModelExplanation modelExplanation

targets

protected Targets targets

localTransformations

protected LocalTransformations localTransformations

kernelType

protected KernelType kernelType

vectorDictionary

protected VectorDictionary vectorDictionary

supportVectorMachines

protected List<SupportVectorMachine> supportVectorMachines

modelVerification

protected ModelVerification modelVerification

modelName

protected String modelName

functionName

protected MiningFunctionType functionName

algorithmName

protected String algorithmName

threshold

protected Double threshold

svmRepresentation

protected SvmRepresentationType svmRepresentation

classificationMethod

protected SvmClassificationMethodType classificationMethod

scorable

protected Boolean scorable

locator

protected Locator locator

Constructor Detail

SupportVectorMachineModel

@Deprecated
public SupportVectorMachineModel()

Deprecated.

SupportVectorMachineModel

public SupportVectorMachineModel(MiningSchema miningSchema,
                         VectorDictionary vectorDictionary,
                         MiningFunctionType functionName)

Method Detail

getExtensions

public List<Extension> getExtensions()

Gets the value of the extensions 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 extensions property.

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

    getExtensions().add(newItem);
 

Objects of the following type(s) are allowed in the list Extension

Specified by:

getExtensions in interface HasExtensions

getMiningSchema

public MiningSchema getMiningSchema()

Gets the value of the miningSchema property.

Specified by:

getMiningSchema in class Model

Returns:

possible object is MiningSchema

setMiningSchema

public void setMiningSchema(MiningSchema value)

Sets the value of the miningSchema property.

Specified by:

setMiningSchema in class Model

Parameters:

value - allowed object is MiningSchema

getOutput

public Output getOutput()

Gets the value of the output property.

Specified by:

getOutput in class Model

Returns:

possible object is Output

setOutput

public void setOutput(Output value)

Sets the value of the output property.

Specified by:

setOutput in class Model

Parameters:

value - allowed object is Output

getModelStats

public ModelStats getModelStats()

Gets the value of the modelStats property.

Specified by:

getModelStats in class Model

Returns:

possible object is ModelStats

setModelStats

public void setModelStats(ModelStats value)

Sets the value of the modelStats property.

Specified by:

setModelStats in class Model

Parameters:

value - allowed object is ModelStats

getModelExplanation

public ModelExplanation getModelExplanation()

Gets the value of the modelExplanation property.

Returns:

possible object is ModelExplanation

setModelExplanation

public void setModelExplanation(ModelExplanation value)

Sets the value of the modelExplanation property.

Parameters:

value - allowed object is ModelExplanation

getTargets

public Targets getTargets()

Gets the value of the targets property.

Specified by:

getTargets in class Model

Returns:

possible object is Targets

setTargets

public void setTargets(Targets value)

Sets the value of the targets property.

Specified by:

setTargets in class Model

Parameters:

value - allowed object is Targets

getLocalTransformations

public LocalTransformations getLocalTransformations()

Gets the value of the localTransformations property.

Specified by:

getLocalTransformations in class Model

Returns:

possible object is LocalTransformations

setLocalTransformations

public void setLocalTransformations(LocalTransformations value)

Sets the value of the localTransformations property.

Specified by:

setLocalTransformations in class Model

Parameters:

value - allowed object is LocalTransformations

getKernelType

public KernelType getKernelType()

Gets the value of the kernelType property.

Returns:

possible object is LinearKernelType PolynomialKernelType RadialBasisKernelType SigmoidKernelType

setKernelType

public void setKernelType(KernelType value)

Sets the value of the kernelType property.

Parameters:

value - allowed object is LinearKernelType PolynomialKernelType RadialBasisKernelType SigmoidKernelType

getVectorDictionary

public VectorDictionary getVectorDictionary()

Gets the value of the vectorDictionary property.

Returns:

possible object is VectorDictionary

setVectorDictionary

public void setVectorDictionary(VectorDictionary value)

Sets the value of the vectorDictionary property.

Parameters:

value - allowed object is VectorDictionary

getSupportVectorMachines

public List<SupportVectorMachine> getSupportVectorMachines()

Gets the value of the supportVectorMachines 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 supportVectorMachines property.

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

    getSupportVectorMachines().add(newItem);
 

Objects of the following type(s) are allowed in the list SupportVectorMachine

getModelVerification

public ModelVerification getModelVerification()

Gets the value of the modelVerification property.

Returns:

possible object is ModelVerification

setModelVerification

public void setModelVerification(ModelVerification value)

Sets the value of the modelVerification property.

Parameters:

value - allowed object is ModelVerification

getModelName

public String getModelName()

Gets the value of the modelName property.

Specified by:

getModelName in class Model

Returns:

possible object is String

setModelName

public void setModelName(String value)

Sets the value of the modelName property.

Specified by:

setModelName in class Model

Parameters:

value - allowed object is String

getFunctionName

public MiningFunctionType getFunctionName()

Gets the value of the functionName property.

Specified by:

getFunctionName in class Model

Returns:

possible object is MiningFunctionType

setFunctionName

public void setFunctionName(MiningFunctionType value)

Sets the value of the functionName property.

Specified by:

setFunctionName in class Model

Parameters:

value - allowed object is MiningFunctionType

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 SvmRepresentationType getSvmRepresentation()

Gets the value of the svmRepresentation property.

Returns:

possible object is SvmRepresentationType

setSvmRepresentation

public void setSvmRepresentation(SvmRepresentationType value)

Sets the value of the svmRepresentation property.

Parameters:

value - allowed object is SvmRepresentationType

getClassificationMethod

public SvmClassificationMethodType getClassificationMethod()

Gets the value of the classificationMethod property.

Returns:

possible object is SvmClassificationMethodType

setClassificationMethod

public void setClassificationMethod(SvmClassificationMethodType value)

Sets the value of the classificationMethod property.

Parameters:

value - allowed object is SvmClassificationMethodType

isScorable

public boolean isScorable()

Gets the value of the scorable property.

Specified by:

isScorable in class Model

Returns:

possible object is Boolean

setScorable

public void setScorable(Boolean value)

Sets the value of the scorable property.

Specified by:

setScorable in class Model

Parameters:

value - allowed object is Boolean

withExtensions

public SupportVectorMachineModel withExtensions(Extension... values)

withExtensions

public SupportVectorMachineModel withExtensions(Collection<Extension> values)

withMiningSchema

public SupportVectorMachineModel withMiningSchema(MiningSchema value)

withOutput

public SupportVectorMachineModel withOutput(Output value)

withModelStats

public SupportVectorMachineModel withModelStats(ModelStats value)

withModelExplanation

public SupportVectorMachineModel withModelExplanation(ModelExplanation value)

withTargets

public SupportVectorMachineModel withTargets(Targets value)

withLocalTransformations

public SupportVectorMachineModel withLocalTransformations(LocalTransformations value)

withKernelType

public SupportVectorMachineModel withKernelType(KernelType value)

withVectorDictionary

public SupportVectorMachineModel withVectorDictionary(VectorDictionary value)

withSupportVectorMachines

public SupportVectorMachineModel withSupportVectorMachines(SupportVectorMachine... values)

withSupportVectorMachines

public SupportVectorMachineModel withSupportVectorMachines(Collection<SupportVectorMachine> values)

withModelVerification

public SupportVectorMachineModel withModelVerification(ModelVerification value)

withModelName

public SupportVectorMachineModel withModelName(String value)

withFunctionName

public SupportVectorMachineModel withFunctionName(MiningFunctionType value)

withAlgorithmName

public SupportVectorMachineModel withAlgorithmName(String value)

withThreshold

public SupportVectorMachineModel withThreshold(Double value)

withSvmRepresentation

public SupportVectorMachineModel withSvmRepresentation(SvmRepresentationType value)

withClassificationMethod

public SupportVectorMachineModel withClassificationMethod(SvmClassificationMethodType value)

withScorable

public SupportVectorMachineModel withScorable(Boolean value)

sourceLocation

public Locator sourceLocation()

Specified by:

sourceLocation in interface com.sun.xml.bind.Locatable

Specified by:

sourceLocation in class PMMLObject

setSourceLocation

public void setSourceLocation(Locator newLocator)

Specified by:

setSourceLocation in class PMMLObject

accept

public VisitorAction accept(Visitor visitor)

Specified by:

accept in interface Visitable