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>
Modifier and Type | Field and Description |
---|---|
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 and Description |
---|
NearestNeighborModel() |
Modifier and Type | Method and Description |
---|---|
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.
|
protected List<Serializable> 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
public List<Serializable> 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
Targets
ModelVerification
MiningSchema
ModelStats
TrainingInstances
Output
ModelExplanation
KNNInputs
Extension
ComparisonMeasure
LocalTransformations
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
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