org.dmg.pmml.pmml_4_2.descr
Class NearestNeighborModel

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

All Implemented Interfaces:

Serializable

public class NearestNeighborModel
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}TrainingInstances"/>
         <element ref="{http://www.dmg.org/PMML-4_2}ComparisonMeasure"/>
         <element ref="{http://www.dmg.org/PMML-4_2}KNNInputs"/>
         <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="numberOfNeighbors" use="required" type="{http://www.dmg.org/PMML-4_2}INT-NUMBER" />
       <attribute name="continuousScoringMethod" type="{http://www.dmg.org/PMML-4_2}CONT-SCORING-METHOD" default="average" />
       <attribute name="categoricalScoringMethod" type="{http://www.dmg.org/PMML-4_2}CAT-SCORING-METHOD" default="majorityVote" />
       <attribute name="instanceIdVariable" type="{http://www.w3.org/2001/XMLSchema}string" />
       <attribute name="threshold" type="{http://www.dmg.org/PMML-4_2}REAL-NUMBER" default="0.001" />
       <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 CATSCORINGMETHOD	categoricalScoringMethod
protected CONTSCORINGMETHOD	continuousScoringMethod
protected List<Serializable>	extensionsAndKNNInputsAndComparisonMeasures
protected MININGFUNCTION	functionName
protected String	instanceIdVariable
protected Boolean	isScorable
protected String	modelName
protected BigInteger	numberOfNeighbors
protected Double	threshold

Constructor Summary

NearestNeighborModel()

Method Summary

String	getAlgorithmName() Gets the value of the algorithmName property.
CATSCORINGMETHOD	getCategoricalScoringMethod() Gets the value of the categoricalScoringMethod property.
CONTSCORINGMETHOD	getContinuousScoringMethod() Gets the value of the continuousScoringMethod property.
List<Serializable>	getExtensionsAndKNNInputsAndComparisonMeasures() Gets the value of the extensionsAndKNNInputsAndComparisonMeasures property.
MININGFUNCTION	getFunctionName() Gets the value of the functionName property.
String	getInstanceIdVariable() Gets the value of the instanceIdVariable property.
String	getModelName() Gets the value of the modelName property.
BigInteger	getNumberOfNeighbors() Gets the value of the numberOfNeighbors property.
double	getThreshold() Gets the value of the threshold property.
boolean	isIsScorable() Gets the value of the isScorable property.
void	setAlgorithmName(String value) Sets the value of the algorithmName property.
void	setCategoricalScoringMethod(CATSCORINGMETHOD value) Sets the value of the categoricalScoringMethod property.
void	setContinuousScoringMethod(CONTSCORINGMETHOD value) Sets the value of the continuousScoringMethod property.
void	setFunctionName(MININGFUNCTION value) Sets the value of the functionName property.
void	setInstanceIdVariable(String value) Sets the value of the instanceIdVariable property.
void	setIsScorable(Boolean value) Sets the value of the isScorable property.
void	setModelName(String value) Sets the value of the modelName property.
void	setNumberOfNeighbors(BigInteger value) Sets the value of the numberOfNeighbors property.
void	setThreshold(Double value) Sets the value of the threshold property.

Methods inherited from class java.lang.Object

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

Field Detail

extensionsAndKNNInputsAndComparisonMeasures

protected List<Serializable> extensionsAndKNNInputsAndComparisonMeasures

modelName

protected String modelName

functionName

protected MININGFUNCTION functionName

algorithmName

protected String algorithmName

numberOfNeighbors

protected BigInteger numberOfNeighbors

continuousScoringMethod

protected CONTSCORINGMETHOD continuousScoringMethod

categoricalScoringMethod

protected CATSCORINGMETHOD categoricalScoringMethod

instanceIdVariable

protected String instanceIdVariable

threshold

protected Double threshold

isScorable

protected Boolean isScorable

Constructor Detail

NearestNeighborModel

public NearestNeighborModel()

Method Detail

getExtensionsAndKNNInputsAndComparisonMeasures

public List<Serializable> getExtensionsAndKNNInputsAndComparisonMeasures()

Gets the value of the extensionsAndKNNInputsAndComparisonMeasures 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 extensionsAndKNNInputsAndComparisonMeasures property.

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

    getExtensionsAndKNNInputsAndComparisonMeasures().add(newItem);
 

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

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

getNumberOfNeighbors

public BigInteger getNumberOfNeighbors()

Gets the value of the numberOfNeighbors property.

Returns:

possible object is BigInteger

setNumberOfNeighbors

public void setNumberOfNeighbors(BigInteger value)

Sets the value of the numberOfNeighbors property.

Parameters:

value - allowed object is BigInteger

getContinuousScoringMethod

public CONTSCORINGMETHOD getContinuousScoringMethod()

Gets the value of the continuousScoringMethod property.

Returns:

possible object is CONTSCORINGMETHOD

setContinuousScoringMethod

public void setContinuousScoringMethod(CONTSCORINGMETHOD value)

Sets the value of the continuousScoringMethod property.

Parameters:

value - allowed object is CONTSCORINGMETHOD

getCategoricalScoringMethod

public CATSCORINGMETHOD getCategoricalScoringMethod()

Gets the value of the categoricalScoringMethod property.

Returns:

possible object is CATSCORINGMETHOD

setCategoricalScoringMethod

public void setCategoricalScoringMethod(CATSCORINGMETHOD value)

Sets the value of the categoricalScoringMethod property.

Parameters:

value - allowed object is CATSCORINGMETHOD

getInstanceIdVariable

public String getInstanceIdVariable()

Gets the value of the instanceIdVariable property.

Returns:

possible object is String

setInstanceIdVariable

public void setInstanceIdVariable(String value)

Sets the value of the instanceIdVariable property.

Parameters:

value - allowed object is String

getThreshold

public double getThreshold()

Gets the value of the threshold property.

Returns:

possible object is Double

setThreshold

public void setThreshold(Double value)

Sets the value of the threshold property.

Parameters:

value - allowed object is Double

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