org.dmg.pmml

Class SupportVectorMachineModel

java.lang.Object

org.dmg.pmml.PMMLObject

org.dmg.pmml.Model

org.dmg.pmml.SupportVectorMachineModel

All Implemented Interfaces:

Serializable, HasExtensions, HasLocator, Visitable

public class SupportVectorMachineModel
extends Model
implements 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_2}Extension" maxOccurs="unbounded" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_2}MiningSchema"/>
         <element ref="{http://www.dmg.org/PMML-4_2}Output" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_2}ModelStats" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_2}ModelExplanation" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_2}Targets" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_2}LocalTransformations" minOccurs="0"/>
         <sequence>
           <choice>
             <element ref="{http://www.dmg.org/PMML-4_2}LinearKernelType"/>
             <element ref="{http://www.dmg.org/PMML-4_2}PolynomialKernelType"/>
             <element ref="{http://www.dmg.org/PMML-4_2}RadialBasisKernelType"/>
             <element ref="{http://www.dmg.org/PMML-4_2}SigmoidKernelType"/>
           </choice>
         </sequence>
         <element ref="{http://www.dmg.org/PMML-4_2}VectorDictionary"/>
         <element ref="{http://www.dmg.org/PMML-4_2}SupportVectorMachine" maxOccurs="unbounded"/>
         <element ref="{http://www.dmg.org/PMML-4_2}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_2}MINING-FUNCTION" />
       <attribute name="algorithmName" type="{http://www.w3.org/2001/XMLSchema}string" />
       <attribute name="threshold" type="{http://www.dmg.org/PMML-4_2}REAL-NUMBER" default="0" />
       <attribute name="svmRepresentation" type="{http://www.dmg.org/PMML-4_2}SVM-REPRESENTATION" default="SupportVectors" />
       <attribute name="alternateBinaryTargetCategory" type="{http://www.w3.org/2001/XMLSchema}string" />
       <attribute name="classificationMethod" type="{http://www.dmg.org/PMML-4_2}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

Constructor Summary

Constructors

Constructor and Description
SupportVectorMachineModel()
SupportVectorMachineModel(MiningFunctionType functionName, MiningSchema miningSchema, VectorDictionary vectorDictionary, List<SupportVectorMachine> supportVectorMachines)

Method Summary

Methods

Modifier and Type	Method and Description
VisitorAction	accept(Visitor visitor)
SupportVectorMachineModel	addExtensions(Extension... extensions)
SupportVectorMachineModel	addSupportVectorMachines(SupportVectorMachine... supportVectorMachines)
String	getAlgorithmName() Gets the value of the algorithmName property.
String	getAlternateBinaryTargetCategory() Gets the value of the alternateBinaryTargetCategory 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.
Kernel	getKernel() Gets the value of the kernel 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	hasExtensions()
boolean	hasSupportVectorMachines()
boolean	isScorable() Gets the value of the scorable property.
SupportVectorMachineModel	setAlgorithmName(String algorithmName) Sets the value of the algorithmName property.
SupportVectorMachineModel	setAlternateBinaryTargetCategory(String alternateBinaryTargetCategory) Sets the value of the alternateBinaryTargetCategory property.
SupportVectorMachineModel	setClassificationMethod(SvmClassificationMethodType classificationMethod) Sets the value of the classificationMethod property.
SupportVectorMachineModel	setFunctionName(MiningFunctionType functionName) Sets the value of the functionName property.
SupportVectorMachineModel	setKernel(Kernel kernel) Sets the value of the kernel property.
SupportVectorMachineModel	setLocalTransformations(LocalTransformations localTransformations) Sets the value of the localTransformations property.
SupportVectorMachineModel	setMiningSchema(MiningSchema miningSchema) Sets the value of the miningSchema property.
SupportVectorMachineModel	setModelExplanation(ModelExplanation modelExplanation) Sets the value of the modelExplanation property.
SupportVectorMachineModel	setModelName(String modelName) Sets the value of the modelName property.
SupportVectorMachineModel	setModelStats(ModelStats modelStats) Sets the value of the modelStats property.
SupportVectorMachineModel	setModelVerification(ModelVerification modelVerification) Sets the value of the modelVerification property.
SupportVectorMachineModel	setOutput(Output output) Sets the value of the output property.
SupportVectorMachineModel	setScorable(Boolean scorable) Sets the value of the scorable property.
SupportVectorMachineModel	setSvmRepresentation(SvmRepresentationType svmRepresentation) Sets the value of the svmRepresentation property.
SupportVectorMachineModel	setTargets(Targets targets) Sets the value of the targets property.
SupportVectorMachineModel	setThreshold(Double threshold) Sets the value of the threshold property.
SupportVectorMachineModel	setVectorDictionary(VectorDictionary vectorDictionary) Sets the value of the vectorDictionary property.

Methods inherited from class org.dmg.pmml.PMMLObject

getLocator, setLocator

Methods inherited from class java.lang.Object

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

Constructor Detail

SupportVectorMachineModel

public SupportVectorMachineModel()

SupportVectorMachineModel

public SupportVectorMachineModel(MiningFunctionType functionName,
                         MiningSchema miningSchema,
                         VectorDictionary vectorDictionary,
                         List<SupportVectorMachine> supportVectorMachines)

Method Detail

getModelName

public String getModelName()

Gets the value of the modelName property.

Specified by:

getModelName in class Model

Returns:

possible object is String

setModelName

public SupportVectorMachineModel setModelName(String modelName)

Sets the value of the modelName property.

Specified by:

setModelName in class Model

Parameters:

modelName - 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 SupportVectorMachineModel setFunctionName(MiningFunctionType functionName)

Sets the value of the functionName property.

Specified by:

setFunctionName in class Model

Parameters:

functionName - allowed object is MiningFunctionType

getAlgorithmName

public String getAlgorithmName()

Gets the value of the algorithmName property.

Specified by:

getAlgorithmName in class Model

Returns:

possible object is String

setAlgorithmName

public SupportVectorMachineModel setAlgorithmName(String algorithmName)

Sets the value of the algorithmName property.

Specified by:

setAlgorithmName in class Model

Parameters:

algorithmName - allowed object is String

getThreshold

public Double getThreshold()

Gets the value of the threshold property.

Returns:

possible object is Double

setThreshold

public SupportVectorMachineModel setThreshold(Double threshold)

Sets the value of the threshold property.

Parameters:

threshold - allowed object is Double

getSvmRepresentation

public SvmRepresentationType getSvmRepresentation()

Gets the value of the svmRepresentation property.

Returns:

possible object is SvmRepresentationType

setSvmRepresentation

public SupportVectorMachineModel setSvmRepresentation(SvmRepresentationType svmRepresentation)

Sets the value of the svmRepresentation property.

Parameters:

svmRepresentation - allowed object is SvmRepresentationType

getAlternateBinaryTargetCategory

public String getAlternateBinaryTargetCategory()

Gets the value of the alternateBinaryTargetCategory property.

Returns:

possible object is String

setAlternateBinaryTargetCategory

public SupportVectorMachineModel setAlternateBinaryTargetCategory(String alternateBinaryTargetCategory)

Sets the value of the alternateBinaryTargetCategory property.

Parameters:

alternateBinaryTargetCategory - allowed object is String

getClassificationMethod

public SvmClassificationMethodType getClassificationMethod()

Gets the value of the classificationMethod property.

Returns:

possible object is SvmClassificationMethodType

setClassificationMethod

public SupportVectorMachineModel setClassificationMethod(SvmClassificationMethodType classificationMethod)

Sets the value of the classificationMethod property.

Parameters:

classificationMethod - 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 SupportVectorMachineModel setScorable(Boolean scorable)

Sets the value of the scorable property.

Specified by:

setScorable in class Model

Parameters:

scorable - allowed object is Boolean

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 SupportVectorMachineModel setMiningSchema(MiningSchema miningSchema)

Sets the value of the miningSchema property.

Specified by:

setMiningSchema in class Model

Parameters:

miningSchema - allowed object is MiningSchema

getOutput

public Output getOutput()

Gets the value of the output property.

Overrides:

getOutput in class Model

Returns:

possible object is Output

setOutput

public SupportVectorMachineModel setOutput(Output output)

Sets the value of the output property.

Overrides:

setOutput in class Model

Parameters:

output - 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 SupportVectorMachineModel setModelStats(ModelStats modelStats)

Sets the value of the modelStats property.

Specified by:

setModelStats in class Model

Parameters:

modelStats - allowed object is ModelStats

getModelExplanation

public ModelExplanation getModelExplanation()

Gets the value of the modelExplanation property.

Overrides:

getModelExplanation in class Model

Returns:

possible object is ModelExplanation

setModelExplanation

public SupportVectorMachineModel setModelExplanation(ModelExplanation modelExplanation)

Sets the value of the modelExplanation property.

Overrides:

setModelExplanation in class Model

Parameters:

modelExplanation - allowed object is ModelExplanation

getTargets

public Targets getTargets()

Gets the value of the targets property.

Overrides:

getTargets in class Model

Returns:

possible object is Targets

setTargets

public SupportVectorMachineModel setTargets(Targets targets)

Sets the value of the targets property.

Overrides:

setTargets in class Model

Parameters:

targets - 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 SupportVectorMachineModel setLocalTransformations(LocalTransformations localTransformations)

Sets the value of the localTransformations property.

Specified by:

setLocalTransformations in class Model

Parameters:

localTransformations - allowed object is LocalTransformations

getKernel

public Kernel getKernel()

Gets the value of the kernel property.

Returns:

possible object is LinearKernel PolynomialKernel RadialBasisKernel SigmoidKernel

setKernel

public SupportVectorMachineModel setKernel(Kernel kernel)

Sets the value of the kernel property.

Parameters:

kernel - allowed object is LinearKernel PolynomialKernel RadialBasisKernel SigmoidKernel

getVectorDictionary

public VectorDictionary getVectorDictionary()

Gets the value of the vectorDictionary property.

Returns:

possible object is VectorDictionary

setVectorDictionary

public SupportVectorMachineModel setVectorDictionary(VectorDictionary vectorDictionary)

Sets the value of the vectorDictionary property.

Parameters:

vectorDictionary - 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.

Overrides:

getModelVerification in class Model

Returns:

possible object is ModelVerification

setModelVerification

public SupportVectorMachineModel setModelVerification(ModelVerification modelVerification)

Sets the value of the modelVerification property.

Overrides:

setModelVerification in class Model

Parameters:

modelVerification - allowed object is ModelVerification

hasExtensions

public boolean hasExtensions()

Specified by:

hasExtensions in interface HasExtensions

addExtensions

public SupportVectorMachineModel addExtensions(Extension... extensions)

hasSupportVectorMachines

public boolean hasSupportVectorMachines()

addSupportVectorMachines

public SupportVectorMachineModel addSupportVectorMachines(SupportVectorMachine... supportVectorMachines)

accept

public VisitorAction accept(Visitor visitor)

Specified by:

accept in interface Visitable