GeneralRegressionModel

Element Information

Model

Extension* , MiningSchema , Output{0,1} , ModelStats{0,1} , ModelExplanation{0,1} , Targets{0,1} , LocalTransformations{0,1} , ParameterList , FactorList{0,1} , CovariateList{0,1} , PPMatrix , PCovMatrix{0,1} , ParamMatrix , EventValues{0,1} , BaseCumHazardTables{0,1} , ModelVerification{0,1} , Extension*
Children: BaseCumHazardTables, CovariateList, EventValues, Extension, FactorList, LocalTransformations, MiningSchema, ModelExplanation, ModelStats, ModelVerification, Output, PCovMatrix, PPMatrix, ParamMatrix, ParameterList, Targets

Attributes

QName Type Fixed Default Use Inheritable Annotation
algorithmName xs:string optional
baselineStrataVariable FIELD-NAME optional
cumulativeLink CUMULATIVE-LINK-FUNCTION optional
distParameter REAL-NUMBER optional
distribution restriction of xs:string optional
endTimeVariable FIELD-NAME optional
functionName MINING-FUNCTION required
isScorable xs:boolean true optional
linkFunction LINK-FUNCTION optional
linkParameter REAL-NUMBER optional
modelDF REAL-NUMBER optional
modelName xs:string optional
modelType restriction of xs:string required
offsetValue REAL-NUMBER optional
offsetVariable FIELD-NAME optional
startTimeVariable FIELD-NAME optional
statusVariable FIELD-NAME optional
subjectIDVariable FIELD-NAME optional
targetReferenceCategory xs:string optional
targetVariableName FIELD-NAME optional
trialsValue INT-NUMBER optional
trialsVariable FIELD-NAME optional

Used By

Element Group MODEL-ELEMENT

Source 

<xs:element name="GeneralRegressionModel">
  <xs:complexType>
    <xs:sequence>
      <xs:element minOccurs="0" maxOccurs="unbounded" ref="Extension"/>
      <xs:element ref="MiningSchema"/>
      <xs:element minOccurs="0" ref="Output"/>
      <xs:element minOccurs="0" ref="ModelStats"/>
      <xs:element ref="ModelExplanation" minOccurs="0"/>
      <xs:element minOccurs="0" ref="Targets"/>
      <xs:element minOccurs="0" ref="LocalTransformations"/>
      <xs:element ref="ParameterList"/>
      <xs:element minOccurs="0" ref="FactorList"/>
      <xs:element minOccurs="0" ref="CovariateList"/>
      <xs:element ref="PPMatrix"/>
      <xs:element minOccurs="0" ref="PCovMatrix"/>
      <xs:element ref="ParamMatrix"/>
      <xs:element minOccurs="0" ref="EventValues"/>
      <xs:element minOccurs="0" ref="BaseCumHazardTables"/>
      <xs:element ref="ModelVerification" minOccurs="0"/>
      <xs:element ref="Extension" minOccurs="0" maxOccurs="unbounded"/>
    </xs:sequence>
    <xs:attribute name="targetVariableName" type="FIELD-NAME"/>
    <xs:attribute name="modelType" use="required">
      <xs:simpleType>
        <xs:restriction base="xs:string">
          <xs:enumeration value="regression"/>
          <xs:enumeration value="generalLinear"/>
          <xs:enumeration value="multinomialLogistic"/>
          <xs:enumeration value="ordinalMultinomial"/>
          <xs:enumeration value="generalizedLinear"/>
          <xs:enumeration value="CoxRegression"/>
        </xs:restriction>
      </xs:simpleType>
    </xs:attribute>
    <xs:attribute name="modelName" type="xs:string"/>
    <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
    <xs:attribute name="algorithmName" type="xs:string"/>
    <xs:attribute name="targetReferenceCategory" type="xs:string"/>
    <xs:attribute name="cumulativeLink" type="CUMULATIVE-LINK-FUNCTION"/>
    <xs:attribute name="linkFunction" type="LINK-FUNCTION"/>
    <xs:attribute name="linkParameter" type="REAL-NUMBER"/>
    <xs:attribute name="trialsVariable" type="FIELD-NAME"/>
    <xs:attribute name="trialsValue" type="INT-NUMBER"/>
    <xs:attribute name="distribution">
      <xs:simpleType>
        <xs:restriction base="xs:string">
          <xs:enumeration value="binomial"/>
          <xs:enumeration value="gamma"/>
          <xs:enumeration value="igauss"/>
          <xs:enumeration value="negbin"/>
          <xs:enumeration value="normal"/>
          <xs:enumeration value="poisson"/>
          <xs:enumeration value="tweedie"/>
        </xs:restriction>
      </xs:simpleType>
    </xs:attribute>
    <xs:attribute name="distParameter" type="REAL-NUMBER"/>
    <xs:attribute name="offsetVariable" type="FIELD-NAME"/>
    <xs:attribute name="offsetValue" type="REAL-NUMBER"/>
    <xs:attribute name="modelDF" type="REAL-NUMBER"/>
    <xs:attribute name="endTimeVariable" type="FIELD-NAME"/>
    <xs:attribute name="startTimeVariable" type="FIELD-NAME"/>
    <xs:attribute name="subjectIDVariable" type="FIELD-NAME"/>
    <xs:attribute name="statusVariable" type="FIELD-NAME"/>
    <xs:attribute name="baselineStrataVariable" type="FIELD-NAME"/>
    <xs:attribute name="isScorable" type="xs:boolean" default="true"/>
  </xs:complexType>
</xs:element>

Sample