SupportVectorMachineModel

Element Information

Model

Extension* , MiningSchema , Output{0,1} , ModelStats{0,1} , ModelExplanation{0,1} , Targets{0,1} , LocalTransformations{0,1} , (LinearKernelType | PolynomialKernelType | RadialBasisKernelType | SigmoidKernelType) , VectorDictionary , SupportVectorMachine+ , ModelVerification{0,1} , Extension*
Children: Extension, LinearKernelType, LocalTransformations, MiningSchema, ModelExplanation, ModelStats, ModelVerification, Output, PolynomialKernelType, RadialBasisKernelType, SigmoidKernelType, SupportVectorMachine, Targets, VectorDictionary

Attributes

QName Type Fixed Default Use Inheritable Annotation
algorithmName xs:string optional
classificationMethod SVM-CLASSIFICATION-METHOD OneAgainstAll optional
functionName MINING-FUNCTION required
isScorable xs:boolean true optional
maxWins xs:boolean false optional
modelName xs:string optional
svmRepresentation SVM-REPRESENTATION SupportVectors optional
threshold REAL-NUMBER 0 optional

Used By

Element Group MODEL-ELEMENT

Source 

<xs:element name="SupportVectorMachineModel">
  <xs:complexType>
    <xs:sequence>
      <xs:element ref="Extension" minOccurs="0" maxOccurs="unbounded"/>
      <xs:element ref="MiningSchema"/>
      <xs:element ref="Output" minOccurs="0"/>
      <xs:element ref="ModelStats" minOccurs="0"/>
      <xs:element ref="ModelExplanation" minOccurs="0"/>
      <xs:element ref="Targets" minOccurs="0"/>
      <xs:element ref="LocalTransformations" minOccurs="0"/>
      <xs:sequence>
        <xs:choice>
          <xs:element ref="LinearKernelType"/>
          <xs:element ref="PolynomialKernelType"/>
          <xs:element ref="RadialBasisKernelType"/>
          <xs:element ref="SigmoidKernelType"/>
        </xs:choice>
      </xs:sequence>
      <xs:element ref="VectorDictionary"/>
      <xs:element ref="SupportVectorMachine" maxOccurs="unbounded"/>
      <xs:element ref="ModelVerification" minOccurs="0"/>
      <xs:element ref="Extension" minOccurs="0" maxOccurs="unbounded"/>
    </xs:sequence>
    <xs:attribute name="modelName" type="xs:string" use="optional"/>
    <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
    <xs:attribute name="algorithmName" type="xs:string" use="optional"/>
    <xs:attribute name="threshold" type="REAL-NUMBER" use="optional" default="0"/>
    <xs:attribute name="svmRepresentation" type="SVM-REPRESENTATION" use="optional" default="SupportVectors"/>
    <xs:attribute name="classificationMethod" type="SVM-CLASSIFICATION-METHOD" use="optional" default="OneAgainstAll"/>
    <xs:attribute name="maxWins" type="xs:boolean" default="false"/>
    <xs:attribute name="isScorable" type="xs:boolean" default="true"/>
  </xs:complexType>
</xs:element>

Sample