org.dmg.pmml.regression

Class Regression

java.lang.Object

org.dmg.pmml.PMMLObject

org.dmg.pmml.EmbeddedModel

org.dmg.pmml.regression.Regression

All Implemented Interfaces:

Serializable, HasExtensions, HasLocator, Visitable

public class Regression
extends EmbeddedModel
implements HasExtensions

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_3}Extension" maxOccurs="unbounded" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_3}Output" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_3}ModelStats" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_3}Targets" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_3}LocalTransformations" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_3}ResultField" maxOccurs="unbounded" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_3}RegressionTable" maxOccurs="unbounded"/>
       </sequence>
       <attribute name="modelName" type="{http://www.w3.org/2001/XMLSchema}string" />
       <attribute name="functionName" use="required" type="{http://www.dmg.org/PMML-4_3}MINING-FUNCTION" />
       <attribute name="algorithmName" type="{http://www.w3.org/2001/XMLSchema}string" />
       <attribute name="normalizationMethod" default="none">
         <simpleType>
           <restriction base="{http://www.w3.org/2001/XMLSchema}string">
             <enumeration value="none"/>
             <enumeration value="simplemax"/>
             <enumeration value="softmax"/>
             <enumeration value="logit"/>
             <enumeration value="probit"/>
             <enumeration value="cloglog"/>
             <enumeration value="exp"/>
             <enumeration value="loglog"/>
             <enumeration value="cauchit"/>
           </restriction>
         </simpleType>
       </attribute>
     </restriction>
   </complexContent>
 </complexType>
 

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	Regression.NormalizationMethod Java class for null.

Constructor Summary

Constructors

Constructor and Description
Regression()
Regression(MiningFunction miningFunction, List<RegressionTable> regressionTables)

Method Summary

Methods

Modifier and Type	Method and Description
VisitorAction	accept(Visitor visitor)
Regression	addExtensions(Extension... extensions)
Regression	addRegressionTables(RegressionTable... regressionTables)
Regression	addResultFields(ResultField... resultFields)
String	getAlgorithmName() Gets the value of the algorithmName property.
List<Extension>	getExtensions() Gets the value of the extensions property.
LocalTransformations	getLocalTransformations() Gets the value of the localTransformations property.
MiningFunction	getMiningFunction() Gets the value of the miningFunction property.
String	getModelName() Gets the value of the modelName property.
ModelStats	getModelStats() Gets the value of the modelStats property.
Regression.NormalizationMethod	getNormalizationMethod() Gets the value of the normalizationMethod property.
Output	getOutput() Gets the value of the output property.
List<RegressionTable>	getRegressionTables() Gets the value of the regressionTables property.
List<ResultField>	getResultFields() Gets the value of the resultFields property.
Targets	getTargets() Gets the value of the targets property.
boolean	hasExtensions()
boolean	hasRegressionTables()
boolean	hasResultFields()
Regression	setAlgorithmName(String algorithmName) Sets the value of the algorithmName property.
Regression	setLocalTransformations(LocalTransformations localTransformations) Sets the value of the localTransformations property.
Regression	setMiningFunction(MiningFunction miningFunction) Sets the value of the miningFunction property.
Regression	setModelName(String modelName) Sets the value of the modelName property.
Regression	setModelStats(ModelStats modelStats) Sets the value of the modelStats property.
Regression	setNormalizationMethod(Regression.NormalizationMethod normalizationMethod) Sets the value of the normalizationMethod property.
Regression	setOutput(Output output) Sets the value of the output property.
Regression	setTargets(Targets targets) Sets the value of the targets property.

Methods inherited from class org.dmg.pmml.PMMLObject

getLocator, 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

Regression

public Regression()

Regression

public Regression(MiningFunction miningFunction,
          List<RegressionTable> regressionTables)

Method Detail

getModelName

public String getModelName()

Gets the value of the modelName property.

Specified by:

getModelName in class EmbeddedModel

Returns:

possible object is String

setModelName

public Regression setModelName(String modelName)

Sets the value of the modelName property.

Specified by:

setModelName in class EmbeddedModel

Parameters:

modelName - allowed object is String

getMiningFunction

public MiningFunction getMiningFunction()

Gets the value of the miningFunction property.

Specified by:

getMiningFunction in class EmbeddedModel

Returns:

possible object is MiningFunction

setMiningFunction

public Regression setMiningFunction(MiningFunction miningFunction)

Sets the value of the miningFunction property.

Specified by:

setMiningFunction in class EmbeddedModel

Parameters:

miningFunction - allowed object is MiningFunction

getAlgorithmName

public String getAlgorithmName()

Gets the value of the algorithmName property.

Returns:

possible object is String

setAlgorithmName

public Regression setAlgorithmName(String algorithmName)

Sets the value of the algorithmName property.

Parameters:

algorithmName - allowed object is String

getNormalizationMethod

public Regression.NormalizationMethod getNormalizationMethod()

Gets the value of the normalizationMethod property.

Returns:

possible object is Regression.NormalizationMethod

setNormalizationMethod

public Regression setNormalizationMethod(Regression.NormalizationMethod normalizationMethod)

Sets the value of the normalizationMethod property.

Parameters:

normalizationMethod - allowed object is Regression.NormalizationMethod

getExtensions

public List<Extension> getExtensions()

Gets the value of the extensions property.

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

Specified by:

getExtensions in interface HasExtensions

getOutput

public Output getOutput()

Gets the value of the output property.

Specified by:

getOutput in class EmbeddedModel

Returns:

possible object is Output

setOutput

public Regression setOutput(Output output)

Sets the value of the output property.

Specified by:

setOutput in class EmbeddedModel

Parameters:

output - allowed object is Output

getModelStats

public ModelStats getModelStats()

Gets the value of the modelStats property.

Specified by:

getModelStats in class EmbeddedModel

Returns:

possible object is ModelStats

setModelStats

public Regression setModelStats(ModelStats modelStats)

Sets the value of the modelStats property.

Specified by:

setModelStats in class EmbeddedModel

Parameters:

modelStats - allowed object is ModelStats

getTargets

public Targets getTargets()

Gets the value of the targets property.

Specified by:

getTargets in class EmbeddedModel

Returns:

possible object is Targets

setTargets

public Regression setTargets(Targets targets)

Sets the value of the targets property.

Specified by:

setTargets in class EmbeddedModel

Parameters:

targets - allowed object is Targets

getLocalTransformations

public LocalTransformations getLocalTransformations()

Gets the value of the localTransformations property.

Specified by:

getLocalTransformations in class EmbeddedModel

Returns:

possible object is LocalTransformations

setLocalTransformations

public Regression setLocalTransformations(LocalTransformations localTransformations)

Sets the value of the localTransformations property.

Specified by:

setLocalTransformations in class EmbeddedModel

Parameters:

localTransformations - allowed object is LocalTransformations

getResultFields

public List<ResultField> getResultFields()

Gets the value of the resultFields property.

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 resultFields property.

For example, to add a new item, do as follows:

    getResultFields().add(newItem);
 

Objects of the following type(s) are allowed in the list ResultField

getRegressionTables

public List<RegressionTable> getRegressionTables()

Gets the value of the regressionTables property.

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 regressionTables property.

For example, to add a new item, do as follows:

    getRegressionTables().add(newItem);
 

Objects of the following type(s) are allowed in the list RegressionTable

hasExtensions

public boolean hasExtensions()

Specified by:

hasExtensions in interface HasExtensions

addExtensions

public Regression addExtensions(Extension... extensions)

hasResultFields

public boolean hasResultFields()

addResultFields

public Regression addResultFields(ResultField... resultFields)

hasRegressionTables

public boolean hasRegressionTables()

addRegressionTables

public Regression addRegressionTables(RegressionTable... regressionTables)

accept

public VisitorAction accept(Visitor visitor)

Specified by:

accept in interface Visitable