NeuralNetwork

Element Information

Model

Extension* , MiningSchema , Output{0,1} , ModelStats{0,1} , ModelExplanation{0,1} , Targets{0,1} , LocalTransformations{0,1} , NeuralInputs , NeuralLayer+ , NeuralOutputs{0,1} , ModelVerification{0,1} , Extension*
Children: Extension, LocalTransformations, MiningSchema, ModelExplanation, ModelStats, ModelVerification, NeuralInputs, NeuralLayer, NeuralOutputs, Output, Targets

Attributes

QName Type Fixed Default Use Inheritable Annotation
activationFunction ACTIVATION-FUNCTION required
algorithmName xs:string optional
altitude REAL-NUMBER 1.0 optional
functionName MINING-FUNCTION required
isScorable xs:boolean true optional
modelName xs:string optional
normalizationMethod NN-NORMALIZATION-METHOD none optional
numberOfLayers xs:nonNegativeInteger optional
threshold REAL-NUMBER 0 optional
width REAL-NUMBER optional

Used By

Element Group MODEL-ELEMENT

Source 

<xs:element name="NeuralNetwork">
  <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="NeuralInputs"/>
      <xs:element maxOccurs="unbounded" ref="NeuralLayer"/>
      <xs:element minOccurs="0" ref="NeuralOutputs"/>
      <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="activationFunction" type="ACTIVATION-FUNCTION" use="required"/>
    <xs:attribute name="normalizationMethod" type="NN-NORMALIZATION-METHOD" default="none"/>
    <xs:attribute name="threshold" type="REAL-NUMBER" default="0"/>
    <xs:attribute name="width" type="REAL-NUMBER"/>
    <xs:attribute name="altitude" type="REAL-NUMBER" default="1.0"/>
    <xs:attribute name="numberOfLayers" type="xs:nonNegativeInteger"/>
    <xs:attribute name="isScorable" type="xs:boolean" default="true"/>
  </xs:complexType>
</xs:element>

Sample