Package org.dmg.pmml

Class PredictiveModelQuality

java.lang.Object

org.dmg.pmml.PMMLObject

org.dmg.pmml.ModelQuality

org.dmg.pmml.PredictiveModelQuality

All Implemented Interfaces:

java.io.Serializable, HasExtensions<PredictiveModelQuality>, HasLocator, HasTargetFieldReference<PredictiveModelQuality>, Visitable

public class PredictiveModelQuality
extends ModelQuality
implements HasExtensions<PredictiveModelQuality>, HasTargetFieldReference<PredictiveModelQuality>

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	PredictiveModelQuality.DataUsage

Constructor Summary

Constructors

Constructor	Description
PredictiveModelQuality()
PredictiveModelQuality(java.lang.String targetField)
PredictiveModelQuality(Field<?> targetField)

Method Summary

Modifier and Type	Method	Description
VisitorAction	accept(Visitor visitor)
PredictiveModelQuality	addExtensions(Extension... extensions)
PredictiveModelQuality	addLiftDatas(LiftData... liftDatas)
java.lang.Number	getAccuracy()
java.lang.Number	getAdjRSquared()
java.lang.Number	getAIC()
java.lang.Number	getAICc()
java.lang.Number	getAUC()
java.lang.Number	getBIC()
ConfusionMatrix	getConfusionMatrix()
java.lang.String	getDataName()
PredictiveModelQuality.DataUsage	getDataUsage()
java.lang.Number	getDegreesOfFreedom()
java.util.List<Extension>	getExtensions()
java.lang.Number	getF1()
java.lang.Number	getF2()
java.lang.Number	getFhalf()
java.lang.Number	getFStatistic()
java.util.List<LiftData>	getLiftDatas()
java.lang.Number	getMeanAbsoluteError()
java.lang.Number	getMeanError()
java.lang.Number	getMeanSquaredError()
java.lang.Number	getNumOfPredictors()
java.lang.Number	getNumOfRecords()
java.lang.Number	getNumOfRecordsWeighted()
java.lang.Number	getPrecision()
java.lang.Number	getRecall()
ROC	getROC()
java.lang.Number	getRootMeanSquaredError()
java.lang.Number	getRSquared()
java.lang.Number	getSpecificity()
java.lang.Number	getSumSquaredError()
java.lang.Number	getSumSquaredRegression()
java.lang.String	getTargetField()
boolean	hasExtensions()
boolean	hasLiftDatas()
java.lang.String	requireTargetField()
PredictiveModelQuality	setAccuracy(java.lang.Number accuracy)
PredictiveModelQuality	setAdjRSquared(java.lang.Number adjRSquared)
PredictiveModelQuality	setAIC(java.lang.Number aic)
PredictiveModelQuality	setAICc(java.lang.Number aiCc)
PredictiveModelQuality	setAUC(java.lang.Number auc)
PredictiveModelQuality	setBIC(java.lang.Number bic)
PredictiveModelQuality	setConfusionMatrix(ConfusionMatrix confusionMatrix)
PredictiveModelQuality	setDataName(java.lang.String dataName)
PredictiveModelQuality	setDataUsage(PredictiveModelQuality.DataUsage dataUsage)
PredictiveModelQuality	setDegreesOfFreedom(java.lang.Number degreesOfFreedom)
PredictiveModelQuality	setF1(java.lang.Number f1)
PredictiveModelQuality	setF2(java.lang.Number f2)
PredictiveModelQuality	setFhalf(java.lang.Number fhalf)
PredictiveModelQuality	setFStatistic(java.lang.Number fStatistic)
PredictiveModelQuality	setMeanAbsoluteError(java.lang.Number meanAbsoluteError)
PredictiveModelQuality	setMeanError(java.lang.Number meanError)
PredictiveModelQuality	setMeanSquaredError(java.lang.Number meanSquaredError)
PredictiveModelQuality	setNumOfPredictors(java.lang.Number numOfPredictors)
PredictiveModelQuality	setNumOfRecords(java.lang.Number numOfRecords)
PredictiveModelQuality	setNumOfRecordsWeighted(java.lang.Number numOfRecordsWeighted)
PredictiveModelQuality	setPrecision(java.lang.Number precision)
PredictiveModelQuality	setRecall(java.lang.Number recall)
PredictiveModelQuality	setROC(ROC roc)
PredictiveModelQuality	setRootMeanSquaredError(java.lang.Number rootMeanSquaredError)
PredictiveModelQuality	setRSquared(java.lang.Number rSquared)
PredictiveModelQuality	setSpecificity(java.lang.Number specificity)
PredictiveModelQuality	setSumSquaredError(java.lang.Number sumSquaredError)
PredictiveModelQuality	setSumSquaredRegression(java.lang.Number sumSquaredRegression)
PredictiveModelQuality	setTargetField(java.lang.String targetField)

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

PredictiveModelQuality

public PredictiveModelQuality()

PredictiveModelQuality

public PredictiveModelQuality(java.lang.String targetField)

PredictiveModelQuality

public PredictiveModelQuality(Field<?> targetField)

Method Detail

requireTargetField

public java.lang.String requireTargetField()

getTargetField

public java.lang.String getTargetField()

Specified by:

getTargetField in interface HasTargetFieldReference<PredictiveModelQuality>

setTargetField

public PredictiveModelQuality setTargetField(java.lang.String targetField)

Specified by:

setTargetField in interface HasTargetFieldReference<PredictiveModelQuality>

getDataName

public java.lang.String getDataName()

Specified by:

getDataName in class ModelQuality

setDataName

public PredictiveModelQuality setDataName(java.lang.String dataName)

Specified by:

setDataName in class ModelQuality

getDataUsage

public PredictiveModelQuality.DataUsage getDataUsage()

setDataUsage

public PredictiveModelQuality setDataUsage(PredictiveModelQuality.DataUsage dataUsage)

getMeanError

public java.lang.Number getMeanError()

setMeanError

public PredictiveModelQuality setMeanError(java.lang.Number meanError)

getMeanAbsoluteError

public java.lang.Number getMeanAbsoluteError()

setMeanAbsoluteError

public PredictiveModelQuality setMeanAbsoluteError(java.lang.Number meanAbsoluteError)

getMeanSquaredError

public java.lang.Number getMeanSquaredError()

setMeanSquaredError

public PredictiveModelQuality setMeanSquaredError(java.lang.Number meanSquaredError)

getRootMeanSquaredError

public java.lang.Number getRootMeanSquaredError()

setRootMeanSquaredError

public PredictiveModelQuality setRootMeanSquaredError(java.lang.Number rootMeanSquaredError)

getRSquared

public java.lang.Number getRSquared()

setRSquared

public PredictiveModelQuality setRSquared(java.lang.Number rSquared)

getAdjRSquared

public java.lang.Number getAdjRSquared()

setAdjRSquared

public PredictiveModelQuality setAdjRSquared(java.lang.Number adjRSquared)

getSumSquaredError

public java.lang.Number getSumSquaredError()

setSumSquaredError

public PredictiveModelQuality setSumSquaredError(java.lang.Number sumSquaredError)

getSumSquaredRegression

public java.lang.Number getSumSquaredRegression()

setSumSquaredRegression

public PredictiveModelQuality setSumSquaredRegression(java.lang.Number sumSquaredRegression)

getNumOfRecords

public java.lang.Number getNumOfRecords()

setNumOfRecords

public PredictiveModelQuality setNumOfRecords(java.lang.Number numOfRecords)

getNumOfRecordsWeighted

public java.lang.Number getNumOfRecordsWeighted()

setNumOfRecordsWeighted

public PredictiveModelQuality setNumOfRecordsWeighted(java.lang.Number numOfRecordsWeighted)

getNumOfPredictors

public java.lang.Number getNumOfPredictors()

setNumOfPredictors

public PredictiveModelQuality setNumOfPredictors(java.lang.Number numOfPredictors)

getDegreesOfFreedom

public java.lang.Number getDegreesOfFreedom()

setDegreesOfFreedom

public PredictiveModelQuality setDegreesOfFreedom(java.lang.Number degreesOfFreedom)

getFStatistic

public java.lang.Number getFStatistic()

setFStatistic

public PredictiveModelQuality setFStatistic(java.lang.Number fStatistic)

getAIC

public java.lang.Number getAIC()

setAIC

public PredictiveModelQuality setAIC(java.lang.Number aic)

getBIC

public java.lang.Number getBIC()

setBIC

public PredictiveModelQuality setBIC(java.lang.Number bic)

getAICc

public java.lang.Number getAICc()

setAICc

public PredictiveModelQuality setAICc(java.lang.Number aiCc)

getAccuracy

public java.lang.Number getAccuracy()

setAccuracy

public PredictiveModelQuality setAccuracy(java.lang.Number accuracy)

getAUC

public java.lang.Number getAUC()

setAUC

public PredictiveModelQuality setAUC(java.lang.Number auc)

getPrecision

public java.lang.Number getPrecision()

setPrecision

public PredictiveModelQuality setPrecision(java.lang.Number precision)

getRecall

public java.lang.Number getRecall()

setRecall

public PredictiveModelQuality setRecall(java.lang.Number recall)

getSpecificity

public java.lang.Number getSpecificity()

setSpecificity

public PredictiveModelQuality setSpecificity(java.lang.Number specificity)

getF1

public java.lang.Number getF1()

setF1

public PredictiveModelQuality setF1(java.lang.Number f1)

getF2

public java.lang.Number getF2()

setF2

public PredictiveModelQuality setF2(java.lang.Number f2)

getFhalf

public java.lang.Number getFhalf()

setFhalf

public PredictiveModelQuality setFhalf(java.lang.Number fhalf)

hasExtensions

public boolean hasExtensions()

Specified by:

hasExtensions in interface HasExtensions<PredictiveModelQuality>

getExtensions

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

Specified by:

getExtensions in interface HasExtensions<PredictiveModelQuality>

addExtensions

public PredictiveModelQuality addExtensions(Extension... extensions)

Specified by:

addExtensions in interface HasExtensions<PredictiveModelQuality>

getConfusionMatrix

public ConfusionMatrix getConfusionMatrix()

setConfusionMatrix

public PredictiveModelQuality setConfusionMatrix(ConfusionMatrix confusionMatrix)

hasLiftDatas

public boolean hasLiftDatas()

getLiftDatas

public java.util.List<LiftData> getLiftDatas()

addLiftDatas

public PredictiveModelQuality addLiftDatas(LiftData... liftDatas)

getROC

public ROC getROC()

setROC

public PredictiveModelQuality setROC(ROC roc)

accept

public VisitorAction accept(Visitor visitor)

Specified by:

accept in interface Visitable