Package 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:

java.io.Serializable, HasExtensions<GaussianProcessModel>, HasLocator, Visitable

public class GaussianProcessModel
extends Model
implements HasExtensions<GaussianProcessModel>

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor	Description
GaussianProcessModel()
GaussianProcessModel(MiningFunction miningFunction, MiningSchema miningSchema, RadialBasisKernel radialBasisKernel, ARDSquaredExponentialKernel ardSquaredExponentialKernel, AbsoluteExponentialKernel absoluteExponentialKernel, GeneralizedExponentialKernel generalizedExponentialKernel, TrainingInstances trainingInstances)

Method Summary

Modifier and Type	Method	Description
VisitorAction	accept(Visitor visitor)
GaussianProcessModel	addExtensions(Extension... extensions)
AbsoluteExponentialKernel	getAbsoluteExponentialKernel()
java.lang.String	getAlgorithmName()
ARDSquaredExponentialKernel	getARDSquaredExponentialKernel()
java.util.List<Extension>	getExtensions()
GeneralizedExponentialKernel	getGeneralizedExponentialKernel()
LocalTransformations	getLocalTransformations()
MathContext	getMathContext()
MiningFunction	getMiningFunction()
MiningSchema	getMiningSchema()
ModelExplanation	getModelExplanation()
java.lang.String	getModelName()
ModelStats	getModelStats()
ModelVerification	getModelVerification()
java.lang.String	getOptimizer()
Output	getOutput()
RadialBasisKernel	getRadialBasisKernel()
Targets	getTargets()
TrainingInstances	getTrainingInstances()
boolean	hasExtensions()
boolean	isScorable()
AbsoluteExponentialKernel	requireAbsoluteExponentialKernel()
ARDSquaredExponentialKernel	requireARDSquaredExponentialKernel()
GeneralizedExponentialKernel	requireGeneralizedExponentialKernel()
MiningFunction	requireMiningFunction()
MiningSchema	requireMiningSchema()
RadialBasisKernel	requireRadialBasisKernel()
TrainingInstances	requireTrainingInstances()
GaussianProcessModel	setAbsoluteExponentialKernel(AbsoluteExponentialKernel absoluteExponentialKernel)
GaussianProcessModel	setAlgorithmName(java.lang.String algorithmName)
GaussianProcessModel	setARDSquaredExponentialKernel(ARDSquaredExponentialKernel ardSquaredExponentialKernel)
GaussianProcessModel	setGeneralizedExponentialKernel(GeneralizedExponentialKernel generalizedExponentialKernel)
GaussianProcessModel	setLocalTransformations(LocalTransformations localTransformations)
GaussianProcessModel	setMathContext(MathContext mathContext)
GaussianProcessModel	setMiningFunction(MiningFunction miningFunction)
GaussianProcessModel	setMiningSchema(MiningSchema miningSchema)
GaussianProcessModel	setModelExplanation(ModelExplanation modelExplanation)
GaussianProcessModel	setModelName(java.lang.String modelName)
GaussianProcessModel	setModelStats(ModelStats modelStats)
GaussianProcessModel	setModelVerification(ModelVerification modelVerification)
GaussianProcessModel	setOptimizer(java.lang.String optimizer)
GaussianProcessModel	setOutput(Output output)
GaussianProcessModel	setRadialBasisKernel(RadialBasisKernel radialBasisKernel)
GaussianProcessModel	setScorable(java.lang.Boolean scorable)
GaussianProcessModel	setTargets(Targets targets)
GaussianProcessModel	setTrainingInstances(TrainingInstances trainingInstances)

Methods inherited from class org.dmg.pmml.PMMLObject

getLocator, getSchemaVersion, getSchemaVersion, hasLocator, setLocator

Methods inherited from class java.lang.Object

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

Constructor Detail

GaussianProcessModel

public GaussianProcessModel()

GaussianProcessModel

public GaussianProcessModel(MiningFunction miningFunction,
                            MiningSchema miningSchema,
                            RadialBasisKernel radialBasisKernel,
                            ARDSquaredExponentialKernel ardSquaredExponentialKernel,
                            AbsoluteExponentialKernel absoluteExponentialKernel,
                            GeneralizedExponentialKernel generalizedExponentialKernel,
                            TrainingInstances trainingInstances)

Method Detail

getModelName

public java.lang.String getModelName()

Specified by:

getModelName in class Model

setModelName

public GaussianProcessModel setModelName(java.lang.String modelName)

Specified by:

setModelName in class Model

requireMiningFunction

public MiningFunction requireMiningFunction()

Specified by:

requireMiningFunction in class Model

getMiningFunction

public MiningFunction getMiningFunction()

Specified by:

getMiningFunction in class Model

setMiningFunction

public GaussianProcessModel setMiningFunction(MiningFunction miningFunction)

Specified by:

setMiningFunction in class Model

getAlgorithmName

public java.lang.String getAlgorithmName()

Specified by:

getAlgorithmName in class Model

setAlgorithmName

public GaussianProcessModel setAlgorithmName(java.lang.String algorithmName)

Specified by:

setAlgorithmName in class Model

getOptimizer

public java.lang.String getOptimizer()

setOptimizer

public GaussianProcessModel setOptimizer(java.lang.String optimizer)

isScorable

public boolean isScorable()

Specified by:

isScorable in class Model

setScorable

public GaussianProcessModel setScorable(java.lang.Boolean scorable)

Specified by:

setScorable in class Model

getMathContext

public MathContext getMathContext()

Specified by:

getMathContext in class Model

setMathContext

public GaussianProcessModel setMathContext(MathContext mathContext)

Specified by:

setMathContext in class Model

hasExtensions

public boolean hasExtensions()

Specified by:

hasExtensions in interface HasExtensions<GaussianProcessModel>

getExtensions

public java.util.List<Extension> getExtensions()

Specified by:

getExtensions in interface HasExtensions<GaussianProcessModel>

addExtensions

public GaussianProcessModel addExtensions(Extension... extensions)

Specified by:

addExtensions in interface HasExtensions<GaussianProcessModel>

requireMiningSchema

public MiningSchema requireMiningSchema()

Specified by:

requireMiningSchema in class Model

getMiningSchema

public MiningSchema getMiningSchema()

Specified by:

getMiningSchema in class Model

setMiningSchema

public GaussianProcessModel setMiningSchema(MiningSchema miningSchema)

Specified by:

setMiningSchema in class Model

getOutput

public Output getOutput()

Overrides:

getOutput in class Model

setOutput

public GaussianProcessModel setOutput(Output output)

Overrides:

setOutput in class Model

getModelStats

public ModelStats getModelStats()

Overrides:

getModelStats in class Model

setModelStats

public GaussianProcessModel setModelStats(ModelStats modelStats)

Overrides:

setModelStats in class Model

getModelExplanation

public ModelExplanation getModelExplanation()

Overrides:

getModelExplanation in class Model

setModelExplanation

public GaussianProcessModel setModelExplanation(ModelExplanation modelExplanation)

Overrides:

setModelExplanation in class Model

getTargets

public Targets getTargets()

Overrides:

getTargets in class Model

setTargets

public GaussianProcessModel setTargets(Targets targets)

Overrides:

setTargets in class Model

getLocalTransformations

public LocalTransformations getLocalTransformations()

Specified by:

getLocalTransformations in class Model

setLocalTransformations

public GaussianProcessModel setLocalTransformations(LocalTransformations localTransformations)

Specified by:

setLocalTransformations in class Model

requireRadialBasisKernel

public RadialBasisKernel requireRadialBasisKernel()

getRadialBasisKernel

public RadialBasisKernel getRadialBasisKernel()

setRadialBasisKernel

public GaussianProcessModel setRadialBasisKernel(RadialBasisKernel radialBasisKernel)

requireARDSquaredExponentialKernel

public ARDSquaredExponentialKernel requireARDSquaredExponentialKernel()

getARDSquaredExponentialKernel

public ARDSquaredExponentialKernel getARDSquaredExponentialKernel()

setARDSquaredExponentialKernel

public GaussianProcessModel setARDSquaredExponentialKernel(ARDSquaredExponentialKernel ardSquaredExponentialKernel)

requireAbsoluteExponentialKernel

public AbsoluteExponentialKernel requireAbsoluteExponentialKernel()

getAbsoluteExponentialKernel

public AbsoluteExponentialKernel getAbsoluteExponentialKernel()

setAbsoluteExponentialKernel

public GaussianProcessModel setAbsoluteExponentialKernel(AbsoluteExponentialKernel absoluteExponentialKernel)

requireGeneralizedExponentialKernel

public GeneralizedExponentialKernel requireGeneralizedExponentialKernel()

getGeneralizedExponentialKernel

public GeneralizedExponentialKernel getGeneralizedExponentialKernel()

setGeneralizedExponentialKernel

public GaussianProcessModel setGeneralizedExponentialKernel(GeneralizedExponentialKernel generalizedExponentialKernel)

requireTrainingInstances

public TrainingInstances requireTrainingInstances()

getTrainingInstances

public TrainingInstances getTrainingInstances()

setTrainingInstances

public GaussianProcessModel setTrainingInstances(TrainingInstances trainingInstances)

getModelVerification

public ModelVerification getModelVerification()

Overrides:

getModelVerification in class Model

setModelVerification

public GaussianProcessModel setModelVerification(ModelVerification modelVerification)

Overrides:

setModelVerification in class Model

accept

public VisitorAction accept(Visitor visitor)

Specified by:

accept in interface Visitable