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java.lang.Objectorg.dmg.pmml.pmml_4_1.descr.NearestNeighborModel
public class NearestNeighborModel
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_1}Extension" maxOccurs="unbounded" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_1}MiningSchema"/> <element ref="{http://www.dmg.org/PMML-4_1}Output" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_1}ModelStats" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_1}ModelExplanation" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_1}Targets" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_1}LocalTransformations" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_1}TrainingInstances"/> <element ref="{http://www.dmg.org/PMML-4_1}ComparisonMeasure"/> <element ref="{http://www.dmg.org/PMML-4_1}KNNInputs"/> <element ref="{http://www.dmg.org/PMML-4_1}ModelVerification" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_1}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_1}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_1}INT-NUMBER" /> <attribute name="continuousScoringMethod" type="{http://www.dmg.org/PMML-4_1}CONT-SCORING-METHOD" default="average" /> <attribute name="categoricalScoringMethod" type="{http://www.dmg.org/PMML-4_1}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_1}REAL-NUMBER" default="0.001" /> <attribute name="isScorable" type="{http://www.w3.org/2001/XMLSchema}boolean" default="true" /> </restriction> </complexContent> </complexType>
Field Summary | |
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protected String |
algorithmName
|
protected CATSCORINGMETHOD |
categoricalScoringMethod
|
protected CONTSCORINGMETHOD |
continuousScoringMethod
|
protected List<Object> |
extensionsAndKNNInputsAndComparisonMeasures
|
protected MININGFUNCTION |
functionName
|
protected String |
instanceIdVariable
|
protected Boolean |
isScorable
|
protected String |
modelName
|
protected BigInteger |
numberOfNeighbors
|
protected Double |
threshold
|
Constructor Summary | |
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NearestNeighborModel()
|
Method Summary | |
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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<Object> |
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 |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Field Detail |
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protected List<Object> extensionsAndKNNInputsAndComparisonMeasures
protected String modelName
protected MININGFUNCTION functionName
protected String algorithmName
protected BigInteger numberOfNeighbors
protected CONTSCORINGMETHOD continuousScoringMethod
protected CATSCORINGMETHOD categoricalScoringMethod
protected String instanceIdVariable
protected Double threshold
protected Boolean isScorable
Constructor Detail |
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public NearestNeighborModel()
Method Detail |
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public List<Object> getExtensionsAndKNNInputsAndComparisonMeasures()
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
TrainingInstances
MiningSchema
ModelStats
ComparisonMeasure
ModelExplanation
Output
ModelVerification
LocalTransformations
KNNInputs
Targets
Extension
public String getModelName()
String
public void setModelName(String value)
value
- allowed object is
String
public MININGFUNCTION getFunctionName()
MININGFUNCTION
public void setFunctionName(MININGFUNCTION value)
value
- allowed object is
MININGFUNCTION
public String getAlgorithmName()
String
public void setAlgorithmName(String value)
value
- allowed object is
String
public BigInteger getNumberOfNeighbors()
BigInteger
public void setNumberOfNeighbors(BigInteger value)
value
- allowed object is
BigInteger
public CONTSCORINGMETHOD getContinuousScoringMethod()
CONTSCORINGMETHOD
public void setContinuousScoringMethod(CONTSCORINGMETHOD value)
value
- allowed object is
CONTSCORINGMETHOD
public CATSCORINGMETHOD getCategoricalScoringMethod()
CATSCORINGMETHOD
public void setCategoricalScoringMethod(CATSCORINGMETHOD value)
value
- allowed object is
CATSCORINGMETHOD
public String getInstanceIdVariable()
String
public void setInstanceIdVariable(String value)
value
- allowed object is
String
public double getThreshold()
Double
public void setThreshold(Double value)
value
- allowed object is
Double
public boolean isIsScorable()
Boolean
public void setIsScorable(Boolean value)
value
- allowed object is
Boolean
|
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