PredictiveModelQuality (JPMML model 1.6.7 API)

java.lang.Object
- org.dmg.pmml.PMMLObject
- - org.dmg.pmml.ModelQuality
  - - org.dmg.pmml.PredictiveModelQuality

All Implemented Interfaces:

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 and Description

static class PredictiveModelQuality.DataUsage

Nested Classes
Modifier and Type	Class and Description
`static class`	`PredictiveModelQuality.DataUsage`

Constructor Summary

Constructors
Constructor and Description

PredictiveModelQuality()

PredictiveModelQuality(Field<?> targetField)

PredictiveModelQuality(String targetField)

Constructors
Constructor and Description
`PredictiveModelQuality()`
`PredictiveModelQuality(Field<?> targetField)`
`PredictiveModelQuality(String targetField)`

Method Summary

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

Methods inherited from class org.dmg.pmml.PMMLObject
getLocator, getSchemaVersion, getSchemaVersion, hasLocator, 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

PredictiveModelQuality
```
public PredictiveModelQuality()
```

PredictiveModelQuality

public PredictiveModelQuality(String targetField)

PredictiveModelQuality

public PredictiveModelQuality(Field<?> targetField)

Method Detail

requireTargetField
```
public String requireTargetField()
```

getTargetField
```
public String getTargetField()
```
Specified by:

getTargetField in interface HasTargetFieldReference<PredictiveModelQuality>

setTargetField
```
public PredictiveModelQuality setTargetField(String targetField)
```
Specified by:

setTargetField in interface HasTargetFieldReference<PredictiveModelQuality>

getDataName
```
public String getDataName()
```
Specified by:

getDataName in class ModelQuality

setDataName

public PredictiveModelQuality setDataName(String dataName)

Specified by:: setDataName in class ModelQuality

getDataUsage

public PredictiveModelQuality.DataUsage getDataUsage()

setDataUsage

public PredictiveModelQuality setDataUsage(PredictiveModelQuality.DataUsage dataUsage)

getMeanError
```
public Number getMeanError()
```

setMeanError

public PredictiveModelQuality setMeanError(Number meanError)

getMeanAbsoluteError
```
public Number getMeanAbsoluteError()
```

setMeanAbsoluteError

public PredictiveModelQuality setMeanAbsoluteError(Number meanAbsoluteError)

getMeanSquaredError
```
public Number getMeanSquaredError()
```

setMeanSquaredError

public PredictiveModelQuality setMeanSquaredError(Number meanSquaredError)

getRootMeanSquaredError

public Number getRootMeanSquaredError()

setRootMeanSquaredError

public PredictiveModelQuality setRootMeanSquaredError(Number rootMeanSquaredError)

getRSquared
```
public Number getRSquared()
```

setRSquared

public PredictiveModelQuality setRSquared(Number rSquared)

getAdjRSquared
```
public Number getAdjRSquared()
```

setAdjRSquared

public PredictiveModelQuality setAdjRSquared(Number adjRSquared)

getSumSquaredError
```
public Number getSumSquaredError()
```

setSumSquaredError

public PredictiveModelQuality setSumSquaredError(Number sumSquaredError)

getSumSquaredRegression

public Number getSumSquaredRegression()

setSumSquaredRegression

public PredictiveModelQuality setSumSquaredRegression(Number sumSquaredRegression)

getNumOfRecords
```
public Number getNumOfRecords()
```

setNumOfRecords

public PredictiveModelQuality setNumOfRecords(Number numOfRecords)

getNumOfRecordsWeighted

public Number getNumOfRecordsWeighted()

setNumOfRecordsWeighted

public PredictiveModelQuality setNumOfRecordsWeighted(Number numOfRecordsWeighted)

getNumOfPredictors
```
public Number getNumOfPredictors()
```

setNumOfPredictors

public PredictiveModelQuality setNumOfPredictors(Number numOfPredictors)

getDegreesOfFreedom
```
public Number getDegreesOfFreedom()
```

setDegreesOfFreedom

public PredictiveModelQuality setDegreesOfFreedom(Number degreesOfFreedom)

getFStatistic
```
public Number getFStatistic()
```

setFStatistic

public PredictiveModelQuality setFStatistic(Number fStatistic)

getAIC
```
public Number getAIC()
```

setAIC

public PredictiveModelQuality setAIC(Number aic)

getBIC
```
public Number getBIC()
```

setBIC

public PredictiveModelQuality setBIC(Number bic)

getAICc
```
public Number getAICc()
```

setAICc

public PredictiveModelQuality setAICc(Number aiCc)

getAccuracy
```
public Number getAccuracy()
```

setAccuracy

public PredictiveModelQuality setAccuracy(Number accuracy)

getAUC
```
public Number getAUC()
```

setAUC

public PredictiveModelQuality setAUC(Number auc)

getPrecision
```
public Number getPrecision()
```

setPrecision

public PredictiveModelQuality setPrecision(Number precision)

getRecall
```
public Number getRecall()
```

setRecall

public PredictiveModelQuality setRecall(Number recall)

getSpecificity
```
public Number getSpecificity()
```

setSpecificity

public PredictiveModelQuality setSpecificity(Number specificity)

getF1
```
public Number getF1()
```

setF1

public PredictiveModelQuality setF1(Number f1)

getF2
```
public Number getF2()
```

setF2

public PredictiveModelQuality setF2(Number f2)

getFhalf
```
public Number getFhalf()
```

setFhalf

public PredictiveModelQuality setFhalf(Number fhalf)

hasExtensions
```
public boolean hasExtensions()
```
Specified by:

hasExtensions in interface HasExtensions<PredictiveModelQuality>

getExtensions
```
public 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 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

Class PredictiveModelQuality

Nested Class Summary

Constructor Summary

Method Summary

Methods inherited from class org.dmg.pmml.PMMLObject

Methods inherited from class java.lang.Object

Constructor Detail

PredictiveModelQuality

PredictiveModelQuality

PredictiveModelQuality

Method Detail

requireTargetField

getTargetField

setTargetField

getDataName

setDataName

getDataUsage

setDataUsage

getMeanError

setMeanError

getMeanAbsoluteError

setMeanAbsoluteError

getMeanSquaredError

setMeanSquaredError

getRootMeanSquaredError

setRootMeanSquaredError

getRSquared

setRSquared

getAdjRSquared

setAdjRSquared

getSumSquaredError

setSumSquaredError

getSumSquaredRegression

setSumSquaredRegression

getNumOfRecords

setNumOfRecords

getNumOfRecordsWeighted

setNumOfRecordsWeighted

getNumOfPredictors

setNumOfPredictors

getDegreesOfFreedom

setDegreesOfFreedom

getFStatistic

setFStatistic

getAIC

setAIC

getBIC

setBIC

getAICc

setAICc

getAccuracy

setAccuracy

getAUC

setAUC

getPrecision

setPrecision

getRecall

setRecall

getSpecificity

setSpecificity

getF1

setF1

getF2

setF2

getFhalf

setFhalf

hasExtensions

getExtensions

addExtensions

getConfusionMatrix

setConfusionMatrix

hasLiftDatas

getLiftDatas

addLiftDatas

getROC

setROC

accept