org.dmg.pmml.gaussian_process

Class GaussianProcessModel

java.lang.Object

org.dmg.pmml.PMMLObject

org.dmg.pmml.Model

org.dmg.pmml.gaussian_process.GaussianProcessModel

All Implemented Interfaces:

Serializable, HasExtensions, HasLocator, Visitable

public class GaussianProcessModel
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_3}Extension" maxOccurs="unbounded" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_3}MiningSchema"/>
         <element ref="{http://www.dmg.org/PMML-4_3}Output" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_3}ModelStats" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_3}ModelExplanation" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_3}Targets" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_3}LocalTransformations" minOccurs="0"/>
         <sequence>
           <choice>
             <element ref="{http://www.dmg.org/PMML-4_3}RadialBasisKernel"/>
             <element ref="{http://www.dmg.org/PMML-4_3}ARDSquaredExponentialKernel"/>
             <element ref="{http://www.dmg.org/PMML-4_3}AbsoluteExponentialKernel"/>
             <element ref="{http://www.dmg.org/PMML-4_3}GeneralizedExponentialKernel"/>
           </choice>
         </sequence>
         <element ref="{http://www.dmg.org/PMML-4_3}TrainingInstances"/>
         <element ref="{http://www.dmg.org/PMML-4_3}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_3}MINING-FUNCTION" />
       <attribute name="algorithmName" type="{http://www.w3.org/2001/XMLSchema}string" />
       <attribute name="optimizer" type="{http://www.w3.org/2001/XMLSchema}string" />
       <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
GaussianProcessModel()
GaussianProcessModel(MiningFunction miningFunction, MiningSchema miningSchema, TrainingInstances trainingInstances)

Method Summary

Methods

Modifier and Type	Method and Description
VisitorAction	accept(Visitor visitor)
GaussianProcessModel	addExtensions(Extension... extensions)
AbsoluteExponentialKernel	getAbsoluteExponentialKernel() Gets the value of the absoluteExponentialKernel property.
String	getAlgorithmName() Gets the value of the algorithmName property.
ARDSquaredExponentialKernel	getARDSquaredExponentialKernel() Gets the value of the ardSquaredExponentialKernel property.
List<Extension>	getExtensions() Gets the value of the extensions property.
GeneralizedExponentialKernel	getGeneralizedExponentialKernel() Gets the value of the generalizedExponentialKernel property.
LocalTransformations	getLocalTransformations() Gets the value of the localTransformations property.
MiningFunction	getMiningFunction() Gets the value of the miningFunction 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.
String	getOptimizer() Gets the value of the optimizer property.
Output	getOutput() Gets the value of the output property.
RadialBasisKernel	getRadialBasisKernel() Gets the value of the radialBasisKernel property.
Targets	getTargets() Gets the value of the targets property.
TrainingInstances	getTrainingInstances() Gets the value of the trainingInstances property.
boolean	hasExtensions()
boolean	isScorable() Gets the value of the scorable property.
GaussianProcessModel	setAbsoluteExponentialKernel(AbsoluteExponentialKernel absoluteExponentialKernel) Sets the value of the absoluteExponentialKernel property.
GaussianProcessModel	setAlgorithmName(String algorithmName) Sets the value of the algorithmName property.
GaussianProcessModel	setARDSquaredExponentialKernel(ARDSquaredExponentialKernel ardSquaredExponentialKernel) Sets the value of the ardSquaredExponentialKernel property.
GaussianProcessModel	setGeneralizedExponentialKernel(GeneralizedExponentialKernel generalizedExponentialKernel) Sets the value of the generalizedExponentialKernel property.
GaussianProcessModel	setLocalTransformations(LocalTransformations localTransformations) Sets the value of the localTransformations property.
GaussianProcessModel	setMiningFunction(MiningFunction miningFunction) Sets the value of the miningFunction property.
GaussianProcessModel	setMiningSchema(MiningSchema miningSchema) Sets the value of the miningSchema property.
GaussianProcessModel	setModelExplanation(ModelExplanation modelExplanation) Sets the value of the modelExplanation property.
GaussianProcessModel	setModelName(String modelName) Sets the value of the modelName property.
GaussianProcessModel	setModelStats(ModelStats modelStats) Sets the value of the modelStats property.
GaussianProcessModel	setModelVerification(ModelVerification modelVerification) Sets the value of the modelVerification property.
GaussianProcessModel	setOptimizer(String optimizer) Sets the value of the optimizer property.
GaussianProcessModel	setOutput(Output output) Sets the value of the output property.
GaussianProcessModel	setRadialBasisKernel(RadialBasisKernel radialBasisKernel) Sets the value of the radialBasisKernel property.
GaussianProcessModel	setScorable(Boolean scorable) Sets the value of the scorable property.
GaussianProcessModel	setTargets(Targets targets) Sets the value of the targets property.
GaussianProcessModel	setTrainingInstances(TrainingInstances trainingInstances) Sets the value of the trainingInstances property.

Methods inherited from class org.dmg.pmml.PMMLObject

getLocator, setLocator, traverse, traverse, traverse, traverse, traverseMixed

Methods inherited from class java.lang.Object

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

Constructor Detail

GaussianProcessModel

public GaussianProcessModel()

GaussianProcessModel

public GaussianProcessModel(MiningFunction miningFunction,
                    MiningSchema miningSchema,
                    TrainingInstances trainingInstances)

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 GaussianProcessModel setModelName(String modelName)

Sets the value of the modelName property.

Specified by:

setModelName in class Model

Parameters:

modelName - allowed object is String

getMiningFunction

public MiningFunction getMiningFunction()

Gets the value of the miningFunction property.

Specified by:

getMiningFunction in class Model

Returns:

possible object is MiningFunction

setMiningFunction

public GaussianProcessModel setMiningFunction(MiningFunction miningFunction)

Sets the value of the miningFunction property.

Specified by:

setMiningFunction in class Model

Parameters:

miningFunction - allowed object is MiningFunction

getAlgorithmName

public String getAlgorithmName()

Gets the value of the algorithmName property.

Specified by:

getAlgorithmName in class Model

Returns:

possible object is String

setAlgorithmName

public GaussianProcessModel setAlgorithmName(String algorithmName)

Sets the value of the algorithmName property.

Specified by:

setAlgorithmName in class Model

Parameters:

algorithmName - allowed object is String

getOptimizer

public String getOptimizer()

Gets the value of the optimizer property.

Returns:

possible object is String

setOptimizer

public GaussianProcessModel setOptimizer(String optimizer)

Sets the value of the optimizer property.

Parameters:

optimizer - allowed object is String

isScorable

public boolean isScorable()

Gets the value of the scorable property.

Specified by:

isScorable in class Model

Returns:

possible object is Boolean

setScorable

public GaussianProcessModel 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 GaussianProcessModel 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 GaussianProcessModel 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 GaussianProcessModel 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 GaussianProcessModel 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 GaussianProcessModel 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 GaussianProcessModel setLocalTransformations(LocalTransformations localTransformations)

Sets the value of the localTransformations property.

Specified by:

setLocalTransformations in class Model

Parameters:

localTransformations - allowed object is LocalTransformations

getRadialBasisKernel

public RadialBasisKernel getRadialBasisKernel()

Gets the value of the radialBasisKernel property.

Returns:

possible object is RadialBasisKernel

setRadialBasisKernel

public GaussianProcessModel setRadialBasisKernel(RadialBasisKernel radialBasisKernel)

Sets the value of the radialBasisKernel property.

Parameters:

radialBasisKernel - allowed object is RadialBasisKernel

getARDSquaredExponentialKernel

public ARDSquaredExponentialKernel getARDSquaredExponentialKernel()

Gets the value of the ardSquaredExponentialKernel property.

Returns:

possible object is ARDSquaredExponentialKernel

setARDSquaredExponentialKernel

public GaussianProcessModel setARDSquaredExponentialKernel(ARDSquaredExponentialKernel ardSquaredExponentialKernel)

Sets the value of the ardSquaredExponentialKernel property.

Parameters:

ardSquaredExponentialKernel - allowed object is ARDSquaredExponentialKernel

getAbsoluteExponentialKernel

public AbsoluteExponentialKernel getAbsoluteExponentialKernel()

Gets the value of the absoluteExponentialKernel property.

Returns:

possible object is AbsoluteExponentialKernel

setAbsoluteExponentialKernel

public GaussianProcessModel setAbsoluteExponentialKernel(AbsoluteExponentialKernel absoluteExponentialKernel)

Sets the value of the absoluteExponentialKernel property.

Parameters:

absoluteExponentialKernel - allowed object is AbsoluteExponentialKernel

getGeneralizedExponentialKernel

public GeneralizedExponentialKernel getGeneralizedExponentialKernel()

Gets the value of the generalizedExponentialKernel property.

Returns:

possible object is GeneralizedExponentialKernel

setGeneralizedExponentialKernel

public GaussianProcessModel setGeneralizedExponentialKernel(GeneralizedExponentialKernel generalizedExponentialKernel)

Sets the value of the generalizedExponentialKernel property.

Parameters:

generalizedExponentialKernel - allowed object is GeneralizedExponentialKernel

getTrainingInstances

public TrainingInstances getTrainingInstances()

Gets the value of the trainingInstances property.

Returns:

possible object is TrainingInstances

setTrainingInstances

public GaussianProcessModel setTrainingInstances(TrainingInstances trainingInstances)

Sets the value of the trainingInstances property.

Parameters:

trainingInstances - allowed object is TrainingInstances

getModelVerification

public ModelVerification getModelVerification()

Gets the value of the modelVerification property.

Overrides:

getModelVerification in class Model

Returns:

possible object is ModelVerification

setModelVerification

public GaussianProcessModel 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 GaussianProcessModel addExtensions(Extension... extensions)

accept

public VisitorAction accept(Visitor visitor)

Specified by:

accept in interface Visitable