NearestNeighborModel

Element Information

Model

Extension* , MiningSchema , Output{0,1} , ModelStats{0,1} , ModelExplanation{0,1} , Targets{0,1} , LocalTransformations{0,1} , TrainingInstances , ComparisonMeasure , KNNInputs , ModelVerification{0,1} , Extension*
Children: ComparisonMeasure, Extension, KNNInputs, LocalTransformations, MiningSchema, ModelExplanation, ModelStats, ModelVerification, Output, Targets, TrainingInstances

Attributes

QName Type Fixed Default Use Inheritable Annotation
algorithmName xs:string optional
categoricalScoringMethod CAT-SCORING-METHOD majorityVote optional
continuousScoringMethod CONT-SCORING-METHOD average optional
functionName MINING-FUNCTION required
instanceIdVariable xs:string optional
isScorable xs:boolean true optional
modelName xs:string optional
numberOfNeighbors INT-NUMBER required
threshold REAL-NUMBER 0.001 optional

Used By

Element Group MODEL-ELEMENT

Source 

<xs:element name="NearestNeighborModel">
  <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:element ref="TrainingInstances"/>
      <xs:element ref="ComparisonMeasure"/>
      <xs:element ref="KNNInputs"/>
      <xs:element ref="ModelVerification" minOccurs="0"/>
      <xs:element ref="Extension" minOccurs="0" maxOccurs="unbounded"/>
    </xs:sequence>
    <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="numberOfNeighbors" type="INT-NUMBER" use="required"/>
    <xs:attribute name="continuousScoringMethod" type="CONT-SCORING-METHOD" default="average"/>
    <xs:attribute name="categoricalScoringMethod" type="CAT-SCORING-METHOD" default="majorityVote"/>
    <xs:attribute name="instanceIdVariable" type="xs:string"/>
    <xs:attribute name="threshold" type="REAL-NUMBER" default="0.001"/>
    <xs:attribute name="isScorable" type="xs:boolean" default="true"/>
  </xs:complexType>
</xs:element>

Sample