org.dmg.pmml.pmml_4_2.descr
Class RegressionModel

java.lang.Object
  org.dmg.pmml.pmml_4_2.descr.RegressionModel

All Implemented Interfaces:

Serializable

public class RegressionModel
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}MiningSchema"/>
         <element ref="{http://www.dmg.org/PMML-4_2}Output" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_2}ModelStats" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_2}ModelExplanation" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_2}Targets" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_2}LocalTransformations" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_2}RegressionTable" maxOccurs="unbounded"/>
         <element ref="{http://www.dmg.org/PMML-4_2}ModelVerification" minOccurs="0"/>
         <element ref="{http://www.dmg.org/PMML-4_2}Extension" maxOccurs="unbounded" minOccurs="0"/>
       </sequence>
       <attribute name="modelName" type="{http://www.w3.org/2001/XMLSchema}string" />
       <attribute name="functionName" use="required" type="{http://www.dmg.org/PMML-4_2}MINING-FUNCTION" />
       <attribute name="algorithmName" type="{http://www.w3.org/2001/XMLSchema}string" />
       <attribute name="modelType">
         <simpleType>
           <restriction base="{http://www.w3.org/2001/XMLSchema}string">
             <enumeration value="linearRegression"/>
             <enumeration value="stepwisePolynomialRegression"/>
             <enumeration value="logisticRegression"/>
           </restriction>
         </simpleType>
       </attribute>
       <attribute name="targetFieldName" type="{http://www.dmg.org/PMML-4_2}FIELD-NAME" />
       <attribute name="normalizationMethod" type="{http://www.dmg.org/PMML-4_2}REGRESSIONNORMALIZATIONMETHOD" default="none" />
       <attribute name="isScorable" type="{http://www.w3.org/2001/XMLSchema}boolean" default="true" />
     </restriction>
   </complexContent>
 </complexType>
 

See Also:

Serialized Form

Field Summary

protected String	algorithmName
protected List<Serializable>	extensionsAndRegressionTablesAndMiningSchemas
protected MININGFUNCTION	functionName
protected Boolean	isScorable
protected String	modelName
protected String	modelType
protected REGRESSIONNORMALIZATIONMETHOD	normalizationMethod
protected String	targetFieldName

Constructor Summary

RegressionModel()

Method Summary

String	getAlgorithmName() Gets the value of the algorithmName property.
List<Serializable>	getExtensionsAndRegressionTablesAndMiningSchemas() Gets the value of the extensionsAndRegressionTablesAndMiningSchemas property.
MININGFUNCTION	getFunctionName() Gets the value of the functionName property.
String	getModelName() Gets the value of the modelName property.
String	getModelType() Gets the value of the modelType property.
REGRESSIONNORMALIZATIONMETHOD	getNormalizationMethod() Gets the value of the normalizationMethod property.
String	getTargetFieldName() Gets the value of the targetFieldName property.
boolean	isIsScorable() Gets the value of the isScorable property.
void	setAlgorithmName(String value) Sets the value of the algorithmName property.
void	setFunctionName(MININGFUNCTION value) Sets the value of the functionName property.
void	setIsScorable(Boolean value) Sets the value of the isScorable property.
void	setModelName(String value) Sets the value of the modelName property.
void	setModelType(String value) Sets the value of the modelType property.
void	setNormalizationMethod(REGRESSIONNORMALIZATIONMETHOD value) Sets the value of the normalizationMethod property.
void	setTargetFieldName(String value) Sets the value of the targetFieldName property.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

extensionsAndRegressionTablesAndMiningSchemas

protected List<Serializable> extensionsAndRegressionTablesAndMiningSchemas

modelName

protected String modelName

functionName

protected MININGFUNCTION functionName

algorithmName

protected String algorithmName

modelType

protected String modelType

targetFieldName

protected String targetFieldName

normalizationMethod

protected REGRESSIONNORMALIZATIONMETHOD normalizationMethod

isScorable

protected Boolean isScorable

Constructor Detail

RegressionModel

public RegressionModel()

Method Detail

getExtensionsAndRegressionTablesAndMiningSchemas

public List<Serializable> getExtensionsAndRegressionTablesAndMiningSchemas()

Gets the value of the extensionsAndRegressionTablesAndMiningSchemas 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 extensionsAndRegressionTablesAndMiningSchemas property.

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

    getExtensionsAndRegressionTablesAndMiningSchemas().add(newItem);
 

Objects of the following type(s) are allowed in the list LocalTransformations ModelExplanation ModelVerification Extension Targets Output RegressionTable ModelStats MiningSchema

getModelName

public String getModelName()

Gets the value of the modelName property.

Returns:

possible object is String

setModelName

public void setModelName(String value)

Sets the value of the modelName property.

Parameters:

value - allowed object is String

getFunctionName

public MININGFUNCTION getFunctionName()

Gets the value of the functionName property.

Returns:

possible object is MININGFUNCTION

setFunctionName

public void setFunctionName(MININGFUNCTION value)

Sets the value of the functionName property.

Parameters:

value - allowed object is MININGFUNCTION

getAlgorithmName

public String getAlgorithmName()

Gets the value of the algorithmName property.

Returns:

possible object is String

setAlgorithmName

public void setAlgorithmName(String value)

Sets the value of the algorithmName property.

Parameters:

value - allowed object is String

getModelType

public String getModelType()

Gets the value of the modelType property.

Returns:

possible object is String

setModelType

public void setModelType(String value)

Sets the value of the modelType property.

Parameters:

value - allowed object is String

getTargetFieldName

public String getTargetFieldName()

Gets the value of the targetFieldName property.

Returns:

possible object is String

setTargetFieldName

public void setTargetFieldName(String value)

Sets the value of the targetFieldName property.

Parameters:

value - allowed object is String

getNormalizationMethod

public REGRESSIONNORMALIZATIONMETHOD getNormalizationMethod()

Gets the value of the normalizationMethod property.

Returns:

possible object is REGRESSIONNORMALIZATIONMETHOD

setNormalizationMethod

public void setNormalizationMethod(REGRESSIONNORMALIZATIONMETHOD value)

Sets the value of the normalizationMethod property.

Parameters:

value - allowed object is REGRESSIONNORMALIZATIONMETHOD

isIsScorable

public boolean isIsScorable()

Gets the value of the isScorable property.

Returns:

possible object is Boolean

setIsScorable

public void setIsScorable(Boolean value)

Sets the value of the isScorable property.

Parameters:

value - allowed object is Boolean