public class PredictiveModelQuality extends Object implements Serializable
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_2}Extension" maxOccurs="unbounded" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}ConfusionMatrix" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}LiftData" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}ROC" minOccurs="0"/> </sequence> <attribute name="targetField" use="required" type="{http://www.w3.org/2001/XMLSchema}string" /> <attribute name="dataName" type="{http://www.w3.org/2001/XMLSchema}string" /> <attribute name="dataUsage" default="training"> <simpleType> <restriction base="{http://www.w3.org/2001/XMLSchema}string"> <enumeration value="training"/> <enumeration value="test"/> <enumeration value="validation"/> </restriction> </simpleType> </attribute> <attribute name="meanError" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="meanAbsoluteError" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="meanSquaredError" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="rootMeanSquaredError" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="r-squared" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="adj-r-squared" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="sumSquaredError" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="sumSquaredRegression" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="numOfRecords" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="numOfRecordsWeighted" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="numOfPredictors" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="degreesOfFreedom" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="fStatistic" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="AIC" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="BIC" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> <attribute name="AICc" type="{http://www.dmg.org/PMML-4_2}NUMBER" /> </restriction> </complexContent> </complexType>
Modifier and Type | Field and Description |
---|---|
protected Double |
adjRSquared |
protected Double |
aic |
protected Double |
aiCc |
protected Double |
bic |
protected ConfusionMatrix |
confusionMatrix |
protected String |
dataName |
protected String |
dataUsage |
protected Double |
degreesOfFreedom |
protected List<Extension> |
extensions |
protected Double |
fStatistic |
protected LiftData |
liftData |
protected Double |
meanAbsoluteError |
protected Double |
meanError |
protected Double |
meanSquaredError |
protected Double |
numOfPredictors |
protected Double |
numOfRecords |
protected Double |
numOfRecordsWeighted |
protected ROC |
roc |
protected Double |
rootMeanSquaredError |
protected Double |
rSquared |
protected Double |
sumSquaredError |
protected Double |
sumSquaredRegression |
protected String |
targetField |
Constructor and Description |
---|
PredictiveModelQuality() |
Modifier and Type | Method and Description |
---|---|
Double |
getAdjRSquared()
Gets the value of the adjRSquared property.
|
Double |
getAIC()
Gets the value of the aic property.
|
Double |
getAICc()
Gets the value of the aiCc property.
|
Double |
getBIC()
Gets the value of the bic property.
|
ConfusionMatrix |
getConfusionMatrix()
Gets the value of the confusionMatrix property.
|
String |
getDataName()
Gets the value of the dataName property.
|
String |
getDataUsage()
Gets the value of the dataUsage property.
|
Double |
getDegreesOfFreedom()
Gets the value of the degreesOfFreedom property.
|
List<Extension> |
getExtensions()
Gets the value of the extensions property.
|
Double |
getFStatistic()
Gets the value of the fStatistic property.
|
LiftData |
getLiftData()
Gets the value of the liftData property.
|
Double |
getMeanAbsoluteError()
Gets the value of the meanAbsoluteError property.
|
Double |
getMeanError()
Gets the value of the meanError property.
|
Double |
getMeanSquaredError()
Gets the value of the meanSquaredError property.
|
Double |
getNumOfPredictors()
Gets the value of the numOfPredictors property.
|
Double |
getNumOfRecords()
Gets the value of the numOfRecords property.
|
Double |
getNumOfRecordsWeighted()
Gets the value of the numOfRecordsWeighted property.
|
ROC |
getROC()
Gets the value of the roc property.
|
Double |
getRootMeanSquaredError()
Gets the value of the rootMeanSquaredError property.
|
Double |
getRSquared()
Gets the value of the rSquared property.
|
Double |
getSumSquaredError()
Gets the value of the sumSquaredError property.
|
Double |
getSumSquaredRegression()
Gets the value of the sumSquaredRegression property.
|
String |
getTargetField()
Gets the value of the targetField property.
|
void |
setAdjRSquared(Double value)
Sets the value of the adjRSquared property.
|
void |
setAIC(Double value)
Sets the value of the aic property.
|
void |
setAICc(Double value)
Sets the value of the aiCc property.
|
void |
setBIC(Double value)
Sets the value of the bic property.
|
void |
setConfusionMatrix(ConfusionMatrix value)
Sets the value of the confusionMatrix property.
|
void |
setDataName(String value)
Sets the value of the dataName property.
|
void |
setDataUsage(String value)
Sets the value of the dataUsage property.
|
void |
setDegreesOfFreedom(Double value)
Sets the value of the degreesOfFreedom property.
|
void |
setFStatistic(Double value)
Sets the value of the fStatistic property.
|
void |
setLiftData(LiftData value)
Sets the value of the liftData property.
|
void |
setMeanAbsoluteError(Double value)
Sets the value of the meanAbsoluteError property.
|
void |
setMeanError(Double value)
Sets the value of the meanError property.
|
void |
setMeanSquaredError(Double value)
Sets the value of the meanSquaredError property.
|
void |
setNumOfPredictors(Double value)
Sets the value of the numOfPredictors property.
|
void |
setNumOfRecords(Double value)
Sets the value of the numOfRecords property.
|
void |
setNumOfRecordsWeighted(Double value)
Sets the value of the numOfRecordsWeighted property.
|
void |
setROC(ROC value)
Sets the value of the roc property.
|
void |
setRootMeanSquaredError(Double value)
Sets the value of the rootMeanSquaredError property.
|
void |
setRSquared(Double value)
Sets the value of the rSquared property.
|
void |
setSumSquaredError(Double value)
Sets the value of the sumSquaredError property.
|
void |
setSumSquaredRegression(Double value)
Sets the value of the sumSquaredRegression property.
|
void |
setTargetField(String value)
Sets the value of the targetField property.
|
protected ConfusionMatrix confusionMatrix
protected LiftData liftData
protected ROC roc
protected String targetField
protected String dataName
protected String dataUsage
protected Double meanError
protected Double meanAbsoluteError
protected Double meanSquaredError
protected Double rootMeanSquaredError
protected Double rSquared
protected Double adjRSquared
protected Double sumSquaredError
protected Double sumSquaredRegression
protected Double numOfRecords
protected Double numOfRecordsWeighted
protected Double numOfPredictors
protected Double degreesOfFreedom
protected Double fStatistic
protected Double aic
protected Double bic
protected Double aiCc
public List<Extension> getExtensions()
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
public ConfusionMatrix getConfusionMatrix()
ConfusionMatrix
public void setConfusionMatrix(ConfusionMatrix value)
value
- allowed object is
ConfusionMatrix
public LiftData getLiftData()
LiftData
public void setLiftData(LiftData value)
value
- allowed object is
LiftData
public void setROC(ROC value)
value
- allowed object is
ROC
public String getTargetField()
String
public void setTargetField(String value)
value
- allowed object is
String
public String getDataName()
String
public void setDataName(String value)
value
- allowed object is
String
public String getDataUsage()
String
public void setDataUsage(String value)
value
- allowed object is
String
public Double getMeanError()
Double
public void setMeanError(Double value)
value
- allowed object is
Double
public Double getMeanAbsoluteError()
Double
public void setMeanAbsoluteError(Double value)
value
- allowed object is
Double
public Double getMeanSquaredError()
Double
public void setMeanSquaredError(Double value)
value
- allowed object is
Double
public Double getRootMeanSquaredError()
Double
public void setRootMeanSquaredError(Double value)
value
- allowed object is
Double
public Double getRSquared()
Double
public void setRSquared(Double value)
value
- allowed object is
Double
public Double getAdjRSquared()
Double
public void setAdjRSquared(Double value)
value
- allowed object is
Double
public Double getSumSquaredError()
Double
public void setSumSquaredError(Double value)
value
- allowed object is
Double
public Double getSumSquaredRegression()
Double
public void setSumSquaredRegression(Double value)
value
- allowed object is
Double
public Double getNumOfRecords()
Double
public void setNumOfRecords(Double value)
value
- allowed object is
Double
public Double getNumOfRecordsWeighted()
Double
public void setNumOfRecordsWeighted(Double value)
value
- allowed object is
Double
public Double getNumOfPredictors()
Double
public void setNumOfPredictors(Double value)
value
- allowed object is
Double
public Double getDegreesOfFreedom()
Double
public void setDegreesOfFreedom(Double value)
value
- allowed object is
Double
public Double getFStatistic()
Double
public void setFStatistic(Double value)
value
- allowed object is
Double
public Double getAIC()
Double
public void setAIC(Double value)
value
- allowed object is
Double
public Double getBIC()
Double
public void setBIC(Double value)
value
- allowed object is
Double
public Double getAICc()
Double
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