Package org.dmg.pmml.time_series

Class TimeSeriesModel

java.lang.Object

org.dmg.pmml.PMMLObject

org.dmg.pmml.Model

org.dmg.pmml.time_series.TimeSeriesModel

All Implemented Interfaces:

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

public class TimeSeriesModel
extends Model
implements HasExtensions<TimeSeriesModel>

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	TimeSeriesModel.Algorithm

Constructor Summary

Constructors

Constructor	Description
TimeSeriesModel()
TimeSeriesModel(MiningFunction miningFunction, TimeSeriesModel.Algorithm bestFit, MiningSchema miningSchema)

Method Summary

Modifier and Type	Method	Description
VisitorAction	accept(Visitor visitor)
TimeSeriesModel	addExtensions(Extension... extensions)
TimeSeriesModel	addTimeSeries(TimeSeries... timeSeries)
java.lang.String	getAlgorithmName()
ARIMA	getARIMA()
TimeSeriesModel.Algorithm	getBestFit()
ExponentialSmoothing	getExponentialSmoothing()
java.util.List<Extension>	getExtensions()
GARCH	getGARCH()
LocalTransformations	getLocalTransformations()
MathContext	getMathContext()
MiningFunction	getMiningFunction()
MiningSchema	getMiningSchema()
ModelExplanation	getModelExplanation()
java.lang.String	getModelName()
ModelStats	getModelStats()
ModelVerification	getModelVerification()
Output	getOutput()
SeasonalTrendDecomposition	getSeasonalTrendDecomposition()
SpectralAnalysis	getSpectralAnalysis()
StateSpaceModel	getStateSpaceModel()
java.util.List<TimeSeries>	getTimeSeries()
boolean	hasExtensions()
boolean	hasTimeSeries()
boolean	isScorable()
ARIMA	requireARIMA()
TimeSeriesModel.Algorithm	requireBestFit()
ExponentialSmoothing	requireExponentialSmoothing()
GARCH	requireGARCH()
MiningFunction	requireMiningFunction()
MiningSchema	requireMiningSchema()
SeasonalTrendDecomposition	requireSeasonalTrendDecomposition()
SpectralAnalysis	requireSpectralAnalysis()
StateSpaceModel	requireStateSpaceModel()
TimeSeriesModel	setAlgorithmName(java.lang.String algorithmName)
TimeSeriesModel	setARIMA(ARIMA arima)
TimeSeriesModel	setBestFit(TimeSeriesModel.Algorithm bestFit)
TimeSeriesModel	setExponentialSmoothing(ExponentialSmoothing exponentialSmoothing)
TimeSeriesModel	setGARCH(GARCH garch)
TimeSeriesModel	setLocalTransformations(LocalTransformations localTransformations)
TimeSeriesModel	setMathContext(MathContext mathContext)
TimeSeriesModel	setMiningFunction(MiningFunction miningFunction)
TimeSeriesModel	setMiningSchema(MiningSchema miningSchema)
TimeSeriesModel	setModelExplanation(ModelExplanation modelExplanation)
TimeSeriesModel	setModelName(java.lang.String modelName)
TimeSeriesModel	setModelStats(ModelStats modelStats)
TimeSeriesModel	setModelVerification(ModelVerification modelVerification)
TimeSeriesModel	setOutput(Output output)
TimeSeriesModel	setScorable(java.lang.Boolean scorable)
TimeSeriesModel	setSeasonalTrendDecomposition(SeasonalTrendDecomposition seasonalTrendDecomposition)
TimeSeriesModel	setSpectralAnalysis(SpectralAnalysis spectralAnalysis)
TimeSeriesModel	setStateSpaceModel(StateSpaceModel stateSpaceModel)

Methods inherited from class org.dmg.pmml.Model

getTargets, setTargets

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

TimeSeriesModel

public TimeSeriesModel()

TimeSeriesModel

public TimeSeriesModel(MiningFunction miningFunction,
                       TimeSeriesModel.Algorithm bestFit,
                       MiningSchema miningSchema)

Method Detail

getModelName

public java.lang.String getModelName()

Specified by:

getModelName in class Model

setModelName

public TimeSeriesModel 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 TimeSeriesModel setMiningFunction(MiningFunction miningFunction)

Specified by:

setMiningFunction in class Model

getAlgorithmName

public java.lang.String getAlgorithmName()

Specified by:

getAlgorithmName in class Model

setAlgorithmName

public TimeSeriesModel setAlgorithmName(java.lang.String algorithmName)

Specified by:

setAlgorithmName in class Model

requireBestFit

public TimeSeriesModel.Algorithm requireBestFit()

getBestFit

public TimeSeriesModel.Algorithm getBestFit()

setBestFit

public TimeSeriesModel setBestFit(TimeSeriesModel.Algorithm bestFit)

isScorable

public boolean isScorable()

Specified by:

isScorable in class Model

setScorable

public TimeSeriesModel setScorable(java.lang.Boolean scorable)

Specified by:

setScorable in class Model

getMathContext

public MathContext getMathContext()

Specified by:

getMathContext in class Model

setMathContext

public TimeSeriesModel setMathContext(MathContext mathContext)

Specified by:

setMathContext in class Model

hasExtensions

public boolean hasExtensions()

Specified by:

hasExtensions in interface HasExtensions<TimeSeriesModel>

getExtensions

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

Specified by:

getExtensions in interface HasExtensions<TimeSeriesModel>

addExtensions

public TimeSeriesModel addExtensions(Extension... extensions)

Specified by:

addExtensions in interface HasExtensions<TimeSeriesModel>

requireMiningSchema

public MiningSchema requireMiningSchema()

Specified by:

requireMiningSchema in class Model

getMiningSchema

public MiningSchema getMiningSchema()

Specified by:

getMiningSchema in class Model

setMiningSchema

public TimeSeriesModel setMiningSchema(MiningSchema miningSchema)

Specified by:

setMiningSchema in class Model

getOutput

public Output getOutput()

Overrides:

getOutput in class Model

setOutput

public TimeSeriesModel setOutput(Output output)

Overrides:

setOutput in class Model

getModelStats

public ModelStats getModelStats()

Overrides:

getModelStats in class Model

setModelStats

public TimeSeriesModel setModelStats(ModelStats modelStats)

Overrides:

setModelStats in class Model

getModelExplanation

public ModelExplanation getModelExplanation()

Overrides:

getModelExplanation in class Model

setModelExplanation

public TimeSeriesModel setModelExplanation(ModelExplanation modelExplanation)

Overrides:

setModelExplanation in class Model

getLocalTransformations

public LocalTransformations getLocalTransformations()

Specified by:

getLocalTransformations in class Model

setLocalTransformations

public TimeSeriesModel setLocalTransformations(LocalTransformations localTransformations)

Specified by:

setLocalTransformations in class Model

hasTimeSeries

public boolean hasTimeSeries()

getTimeSeries

public java.util.List<TimeSeries> getTimeSeries()

addTimeSeries

public TimeSeriesModel addTimeSeries(TimeSeries... timeSeries)

requireSpectralAnalysis

public SpectralAnalysis requireSpectralAnalysis()

getSpectralAnalysis

public SpectralAnalysis getSpectralAnalysis()

setSpectralAnalysis

public TimeSeriesModel setSpectralAnalysis(SpectralAnalysis spectralAnalysis)

requireARIMA

public ARIMA requireARIMA()

getARIMA

public ARIMA getARIMA()

setARIMA

public TimeSeriesModel setARIMA(ARIMA arima)

requireExponentialSmoothing

public ExponentialSmoothing requireExponentialSmoothing()

getExponentialSmoothing

public ExponentialSmoothing getExponentialSmoothing()

setExponentialSmoothing

public TimeSeriesModel setExponentialSmoothing(ExponentialSmoothing exponentialSmoothing)

requireSeasonalTrendDecomposition

public SeasonalTrendDecomposition requireSeasonalTrendDecomposition()

getSeasonalTrendDecomposition

public SeasonalTrendDecomposition getSeasonalTrendDecomposition()

setSeasonalTrendDecomposition

public TimeSeriesModel setSeasonalTrendDecomposition(SeasonalTrendDecomposition seasonalTrendDecomposition)

requireStateSpaceModel

public StateSpaceModel requireStateSpaceModel()

getStateSpaceModel

public StateSpaceModel getStateSpaceModel()

setStateSpaceModel

public TimeSeriesModel setStateSpaceModel(StateSpaceModel stateSpaceModel)

requireGARCH

public GARCH requireGARCH()

getGARCH

public GARCH getGARCH()

setGARCH

public TimeSeriesModel setGARCH(GARCH garch)

getModelVerification

public ModelVerification getModelVerification()

Overrides:

getModelVerification in class Model

setModelVerification

public TimeSeriesModel setModelVerification(ModelVerification modelVerification)

Overrides:

setModelVerification in class Model

accept

public VisitorAction accept(Visitor visitor)

Specified by:

accept in interface Visitable