public class GeneralRegressionModel 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}ParameterList"/> <element ref="{http://www.dmg.org/PMML-4_2}FactorList" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}CovariateList" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}PPMatrix"/> <element ref="{http://www.dmg.org/PMML-4_2}PCovMatrix" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}ParamMatrix"/> <element ref="{http://www.dmg.org/PMML-4_2}EventValues" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}BaseCumHazardTables" minOccurs="0"/> <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="targetVariableName" type="{http://www.dmg.org/PMML-4_2}FIELD-NAME" /> <attribute name="modelType" use="required"> <simpleType> <restriction base="{http://www.w3.org/2001/XMLSchema}string"> <enumeration value="regression"/> <enumeration value="generalLinear"/> <enumeration value="multinomialLogistic"/> <enumeration value="ordinalMultinomial"/> <enumeration value="generalizedLinear"/> <enumeration value="CoxRegression"/> </restriction> </simpleType> </attribute> <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="targetReferenceCategory" type="{http://www.w3.org/2001/XMLSchema}string" /> <attribute name="cumulativeLink" type="{http://www.dmg.org/PMML-4_2}CUMULATIVE-LINK-FUNCTION" /> <attribute name="linkFunction" type="{http://www.dmg.org/PMML-4_2}LINK-FUNCTION" /> <attribute name="linkParameter" type="{http://www.dmg.org/PMML-4_2}REAL-NUMBER" /> <attribute name="trialsVariable" type="{http://www.dmg.org/PMML-4_2}FIELD-NAME" /> <attribute name="trialsValue" type="{http://www.dmg.org/PMML-4_2}INT-NUMBER" /> <attribute name="distribution"> <simpleType> <restriction base="{http://www.w3.org/2001/XMLSchema}string"> <enumeration value="binomial"/> <enumeration value="gamma"/> <enumeration value="igauss"/> <enumeration value="negbin"/> <enumeration value="normal"/> <enumeration value="poisson"/> <enumeration value="tweedie"/> </restriction> </simpleType> </attribute> <attribute name="distParameter" type="{http://www.dmg.org/PMML-4_2}REAL-NUMBER" /> <attribute name="offsetVariable" type="{http://www.dmg.org/PMML-4_2}FIELD-NAME" /> <attribute name="offsetValue" type="{http://www.dmg.org/PMML-4_2}REAL-NUMBER" /> <attribute name="modelDF" type="{http://www.dmg.org/PMML-4_2}REAL-NUMBER" /> <attribute name="endTimeVariable" type="{http://www.dmg.org/PMML-4_2}FIELD-NAME" /> <attribute name="startTimeVariable" type="{http://www.dmg.org/PMML-4_2}FIELD-NAME" /> <attribute name="subjectIDVariable" type="{http://www.dmg.org/PMML-4_2}FIELD-NAME" /> <attribute name="statusVariable" type="{http://www.dmg.org/PMML-4_2}FIELD-NAME" /> <attribute name="baselineStrataVariable" type="{http://www.dmg.org/PMML-4_2}FIELD-NAME" /> <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 String |
baselineStrataVariable |
protected CUMULATIVELINKFUNCTION |
cumulativeLink |
protected Double |
distParameter |
protected String |
distribution |
protected String |
endTimeVariable |
protected List<Serializable> |
extensionsAndParamMatrixesAndPPMatrixes |
protected MININGFUNCTION |
functionName |
protected Boolean |
isScorable |
protected LINKFUNCTION |
linkFunction |
protected Double |
linkParameter |
protected Double |
modelDF |
protected String |
modelName |
protected String |
modelType |
protected Double |
offsetValue |
protected String |
offsetVariable |
protected String |
startTimeVariable |
protected String |
statusVariable |
protected String |
subjectIDVariable |
protected String |
targetReferenceCategory |
protected String |
targetVariableName |
protected BigInteger |
trialsValue |
protected String |
trialsVariable |
Constructor and Description |
---|
GeneralRegressionModel() |
Modifier and Type | Method and Description |
---|---|
String |
getAlgorithmName()
Gets the value of the algorithmName property.
|
String |
getBaselineStrataVariable()
Gets the value of the baselineStrataVariable property.
|
CUMULATIVELINKFUNCTION |
getCumulativeLink()
Gets the value of the cumulativeLink property.
|
Double |
getDistParameter()
Gets the value of the distParameter property.
|
String |
getDistribution()
Gets the value of the distribution property.
|
String |
getEndTimeVariable()
Gets the value of the endTimeVariable property.
|
List<Serializable> |
getExtensionsAndParamMatrixesAndPPMatrixes()
Gets the value of the extensionsAndParamMatrixesAndPPMatrixes property.
|
MININGFUNCTION |
getFunctionName()
Gets the value of the functionName property.
|
LINKFUNCTION |
getLinkFunction()
Gets the value of the linkFunction property.
|
Double |
getLinkParameter()
Gets the value of the linkParameter property.
|
Double |
getModelDF()
Gets the value of the modelDF property.
|
String |
getModelName()
Gets the value of the modelName property.
|
String |
getModelType()
Gets the value of the modelType property.
|
Double |
getOffsetValue()
Gets the value of the offsetValue property.
|
String |
getOffsetVariable()
Gets the value of the offsetVariable property.
|
String |
getStartTimeVariable()
Gets the value of the startTimeVariable property.
|
String |
getStatusVariable()
Gets the value of the statusVariable property.
|
String |
getSubjectIDVariable()
Gets the value of the subjectIDVariable property.
|
String |
getTargetReferenceCategory()
Gets the value of the targetReferenceCategory property.
|
String |
getTargetVariableName()
Gets the value of the targetVariableName property.
|
BigInteger |
getTrialsValue()
Gets the value of the trialsValue property.
|
String |
getTrialsVariable()
Gets the value of the trialsVariable property.
|
boolean |
isIsScorable()
Gets the value of the isScorable property.
|
void |
setAlgorithmName(String value)
Sets the value of the algorithmName property.
|
void |
setBaselineStrataVariable(String value)
Sets the value of the baselineStrataVariable property.
|
void |
setCumulativeLink(CUMULATIVELINKFUNCTION value)
Sets the value of the cumulativeLink property.
|
void |
setDistParameter(Double value)
Sets the value of the distParameter property.
|
void |
setDistribution(String value)
Sets the value of the distribution property.
|
void |
setEndTimeVariable(String value)
Sets the value of the endTimeVariable property.
|
void |
setFunctionName(MININGFUNCTION value)
Sets the value of the functionName property.
|
void |
setIsScorable(Boolean value)
Sets the value of the isScorable property.
|
void |
setLinkFunction(LINKFUNCTION value)
Sets the value of the linkFunction property.
|
void |
setLinkParameter(Double value)
Sets the value of the linkParameter property.
|
void |
setModelDF(Double value)
Sets the value of the modelDF property.
|
void |
setModelName(String value)
Sets the value of the modelName property.
|
void |
setModelType(String value)
Sets the value of the modelType property.
|
void |
setOffsetValue(Double value)
Sets the value of the offsetValue property.
|
void |
setOffsetVariable(String value)
Sets the value of the offsetVariable property.
|
void |
setStartTimeVariable(String value)
Sets the value of the startTimeVariable property.
|
void |
setStatusVariable(String value)
Sets the value of the statusVariable property.
|
void |
setSubjectIDVariable(String value)
Sets the value of the subjectIDVariable property.
|
void |
setTargetReferenceCategory(String value)
Sets the value of the targetReferenceCategory property.
|
void |
setTargetVariableName(String value)
Sets the value of the targetVariableName property.
|
void |
setTrialsValue(BigInteger value)
Sets the value of the trialsValue property.
|
void |
setTrialsVariable(String value)
Sets the value of the trialsVariable property.
|
protected List<Serializable> extensionsAndParamMatrixesAndPPMatrixes
protected String targetVariableName
protected String modelType
protected String modelName
protected MININGFUNCTION functionName
protected String algorithmName
protected String targetReferenceCategory
protected CUMULATIVELINKFUNCTION cumulativeLink
protected LINKFUNCTION linkFunction
protected Double linkParameter
protected String trialsVariable
protected BigInteger trialsValue
protected String distribution
protected Double distParameter
protected String offsetVariable
protected Double offsetValue
protected Double modelDF
protected String endTimeVariable
protected String startTimeVariable
protected String subjectIDVariable
protected String statusVariable
protected String baselineStrataVariable
protected Boolean isScorable
public List<Serializable> getExtensionsAndParamMatrixesAndPPMatrixes()
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 extensionsAndParamMatrixesAndPPMatrixes property.
For example, to add a new item, do as follows:
getExtensionsAndParamMatrixesAndPPMatrixes().add(newItem);
Objects of the following type(s) are allowed in the list
PPMatrix
ParamMatrix
ModelExplanation
EventValues
CovariateList
MiningSchema
Output
FactorList
ModelStats
Targets
Extension
LocalTransformations
PCovMatrix
ParameterList
BaseCumHazardTables
ModelVerification
public String getTargetVariableName()
String
public void setTargetVariableName(String value)
value
- allowed object is
String
public String getModelType()
String
public void setModelType(String value)
value
- allowed object is
String
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 String getTargetReferenceCategory()
String
public void setTargetReferenceCategory(String value)
value
- allowed object is
String
public CUMULATIVELINKFUNCTION getCumulativeLink()
CUMULATIVELINKFUNCTION
public void setCumulativeLink(CUMULATIVELINKFUNCTION value)
value
- allowed object is
CUMULATIVELINKFUNCTION
public LINKFUNCTION getLinkFunction()
LINKFUNCTION
public void setLinkFunction(LINKFUNCTION value)
value
- allowed object is
LINKFUNCTION
public Double getLinkParameter()
Double
public void setLinkParameter(Double value)
value
- allowed object is
Double
public String getTrialsVariable()
String
public void setTrialsVariable(String value)
value
- allowed object is
String
public BigInteger getTrialsValue()
BigInteger
public void setTrialsValue(BigInteger value)
value
- allowed object is
BigInteger
public String getDistribution()
String
public void setDistribution(String value)
value
- allowed object is
String
public Double getDistParameter()
Double
public void setDistParameter(Double value)
value
- allowed object is
Double
public String getOffsetVariable()
String
public void setOffsetVariable(String value)
value
- allowed object is
String
public Double getOffsetValue()
Double
public void setOffsetValue(Double value)
value
- allowed object is
Double
public Double getModelDF()
Double
public void setModelDF(Double value)
value
- allowed object is
Double
public String getEndTimeVariable()
String
public void setEndTimeVariable(String value)
value
- allowed object is
String
public String getStartTimeVariable()
String
public void setStartTimeVariable(String value)
value
- allowed object is
String
public String getSubjectIDVariable()
String
public void setSubjectIDVariable(String value)
value
- allowed object is
String
public String getStatusVariable()
String
public void setStatusVariable(String value)
value
- allowed object is
String
public String getBaselineStrataVariable()
String
public void setBaselineStrataVariable(String value)
value
- allowed object is
String
public boolean isIsScorable()
Boolean
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