pmml-pretty.xsd

<?xml version="1.0" encoding="UTF-8"?>
<xs:schema xmlns:xs="http://www.w3.org/2001/XMLSchema" xmlns="http://www.dmg.org/PMML-4_4" elementFormDefault="unqualified" targetNamespace="http://www.dmg.org/PMML-4_4">
  <xs:complexType mixed="true" name="ArrayType">
    <xs:attribute name="n" type="INT-NUMBER" use="optional"/>
    <xs:attribute name="type" use="required">
      <xs:simpleType>
        <xs:restriction base="xs:string">
          <xs:enumeration value="int"/>
          <xs:enumeration value="real"/>
          <xs:enumeration value="string"/>
        </xs:restriction>
      </xs:simpleType>
    </xs:attribute>
  </xs:complexType>
  <xs:complexType name="COUNT-TABLE-TYPE">
    <xs:attribute name="sample" type="NUMBER" use="optional"/>
    <xs:sequence>
      <xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="1" ref="FieldValue"/>
        <xs:element maxOccurs="unbounded" minOccurs="1" ref="FieldValueCount"/>
      </xs:choice>
      <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
    </xs:sequence>
  </xs:complexType>
  <xs:element name="AR">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ARDSquaredExponentialKernel">
    <xs:complexType>
      <xs:attribute name="description" type="xs:string" use="optional"/>
      <xs:attribute default="1" name="gamma" type="REAL-NUMBER" use="optional"/>
      <xs:attribute default="1" name="noiseVariance" type="REAL-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Lambda"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ARIMA">
    <xs:complexType>
      <xs:attribute name="RMSE" type="REAL-NUMBER"/>
      <xs:attribute default="0" name="constantTerm" type="REAL-NUMBER"/>
      <xs:attribute default="conditionalLeastSquares" name="predictionMethod">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="conditionalLeastSquares"/>
            <xs:enumeration value="exactLeastSquares"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute default="none" name="transformation">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="logarithmic"/>
            <xs:enumeration value="none"/>
            <xs:enumeration value="squareroot"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="DynamicRegressor"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="MaximumLikelihoodStat"/>
        <xs:element minOccurs="0" ref="NonseasonalComponent"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="OutlierEffect"/>
        <xs:element minOccurs="0" ref="SeasonalComponent"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ARMAPart">
    <xs:complexType>
      <xs:attribute default="0" name="constant" type="REAL-NUMBER"/>
      <xs:attribute name="p" type="INT-NUMBER" use="required"/>
      <xs:attribute name="q" type="INT-NUMBER" use="required"/>
      <xs:sequence>
        <xs:element ref="AR"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="MA"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="AbsoluteExponentialKernel">
    <xs:complexType>
      <xs:attribute name="description" type="xs:string" use="optional"/>
      <xs:attribute default="1" name="gamma" type="REAL-NUMBER" use="optional"/>
      <xs:attribute default="1" name="noiseVariance" type="REAL-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Lambda"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Aggregate">
    <xs:complexType>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute name="function" use="required">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="average"/>
            <xs:enumeration value="count"/>
            <xs:enumeration value="max"/>
            <xs:enumeration value="min"/>
            <xs:enumeration value="multiset"/>
            <xs:enumeration value="sum"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="groupField" type="FIELD-NAME"/>
      <xs:attribute name="sqlWhere" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Alternate">
    <xs:complexType>
      <xs:choice>
        <xs:group minOccurs="1" ref="CONTINUOUS-DISTRIBUTION-TYPES"/>
      </xs:choice>
    </xs:complexType>
  </xs:element>
  <xs:element name="Annotation">
    <xs:complexType mixed="true">
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="AnomalyDetectionModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute name="algorithmType" type="ALGORITHM-TYPE" use="required"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="modelName" type="xs:string"/>
      <xs:attribute name="sampleDataSize" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element minOccurs="0" ref="MeanClusterDistances"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:group ref="MODEL-ELEMENT"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Anova">
    <xs:complexType>
      <xs:attribute name="target" type="FIELD-NAME"/>
      <xs:sequence>
        <xs:element maxOccurs="3" minOccurs="3" ref="AnovaRow"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="AnovaRow">
    <xs:complexType>
      <xs:attribute name="degreesOfFreedom" type="NUMBER" use="required"/>
      <xs:attribute name="fValue" type="NUMBER"/>
      <xs:attribute name="meanOfSquares" type="NUMBER"/>
      <xs:attribute name="pValue" type="PROB-NUMBER"/>
      <xs:attribute name="sumOfSquares" type="NUMBER" use="required"/>
      <xs:attribute name="type" use="required">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="Error"/>
            <xs:enumeration value="Model"/>
            <xs:enumeration value="Total"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="AntecedentSequence">
    <xs:complexType>
      <xs:sequence>
        <xs:group ref="SEQUENCE"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="AnyDistribution">
    <xs:complexType>
      <xs:attribute name="mean" type="REAL-NUMBER" use="required"/>
      <xs:attribute name="variance" type="REAL-NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Application">
    <xs:complexType>
      <xs:attribute name="name" type="xs:string" use="required"/>
      <xs:attribute name="version" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Apply">
    <xs:complexType>
      <xs:attribute name="defaultValue" type="xs:string"/>
      <xs:attribute name="function" type="xs:string" use="required"/>
      <xs:attribute default="returnInvalid" name="invalidValueTreatment" type="INVALID-VALUE-TREATMENT-METHOD"/>
      <xs:attribute name="mapMissingTo" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group maxOccurs="unbounded" minOccurs="0" ref="EXPRESSION"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Array" type="ArrayType"/>
  <xs:element name="AssociationModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute name="avgNumberOfItemsPerTA" type="REAL-NUMBER"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="lengthLimit" type="INT-NUMBER"/>
      <xs:attribute name="maxNumberOfItemsPerTA" type="xs:nonNegativeInteger"/>
      <xs:attribute name="minimumConfidence" type="PROB-NUMBER" use="required"/>
      <xs:attribute name="minimumSupport" type="PROB-NUMBER" use="required"/>
      <xs:attribute name="modelName" type="xs:string"/>
      <xs:attribute name="numberOfItems" type="xs:nonNegativeInteger" use="required"/>
      <xs:attribute name="numberOfItemsets" type="xs:nonNegativeInteger" use="required"/>
      <xs:attribute name="numberOfRules" type="xs:nonNegativeInteger" use="required"/>
      <xs:attribute name="numberOfTransactions" type="xs:nonNegativeInteger" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="AssociationRule"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Item"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Itemset"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="AssociationRule">
    <xs:complexType>
      <xs:attribute name="affinity" type="PROB-NUMBER" use="optional"/>
      <xs:attribute name="antecedent" type="xs:string" use="required"/>
      <xs:attribute name="confidence" type="PROB-NUMBER" use="required"/>
      <xs:attribute name="consequent" type="xs:string" use="required"/>
      <xs:attribute name="id" type="xs:string" use="optional"/>
      <xs:attribute name="leverage" type="xs:double" use="optional"/>
      <xs:attribute name="lift" type="xs:double" use="optional"/>
      <xs:attribute name="support" type="PROB-NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Attribute">
    <xs:complexType>
      <xs:attribute name="partialScore" type="NUMBER" use="optional"/>
      <xs:attribute name="reasonCode" type="xs:string"/>
      <xs:sequence>
        <xs:element minOccurs="0" ref="ComplexPartialScore"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="PREDICATE"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="BaseCumHazardTables">
    <xs:complexType>
      <xs:attribute name="maxTime" type="REAL-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:choice>
          <xs:element maxOccurs="unbounded" ref="BaselineCell"/>
          <xs:element maxOccurs="unbounded" ref="BaselineStratum"/>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Baseline">
    <xs:complexType>
      <xs:choice>
        <xs:group minOccurs="1" ref="CONTINUOUS-DISTRIBUTION-TYPES"/>
        <xs:group minOccurs="1" ref="DISCRETE-DISTRIBUTION-TYPES"/>
      </xs:choice>
    </xs:complexType>
  </xs:element>
  <xs:element name="BaselineCell">
    <xs:complexType>
      <xs:attribute name="cumHazard" type="REAL-NUMBER" use="required"/>
      <xs:attribute name="time" type="REAL-NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="BaselineModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string" use="optional"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean" use="optional"/>
      <xs:attribute name="modelName" type="xs:string" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element minOccurs="0" ref="Targets"/>
        <xs:element ref="TestDistributions"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="BaselineStratum">
    <xs:complexType>
      <xs:attribute name="label" type="xs:string"/>
      <xs:attribute name="maxTime" type="REAL-NUMBER" use="required"/>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="BaselineCell"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="BayesInput">
    <xs:complexType>
      <xs:attribute name="fieldName" type="FIELD-NAME" use="required"/>
      <xs:sequence>
        <xs:choice>
          <xs:element maxOccurs="1" minOccurs="1" ref="TargetValueStats"/>
          <xs:sequence>
            <xs:element maxOccurs="1" minOccurs="0" ref="DerivedField"/>
            <xs:element maxOccurs="unbounded" minOccurs="1" ref="PairCounts"/>
          </xs:sequence>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="BayesInputs">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" ref="BayesInput"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="BayesOutput">
    <xs:complexType>
      <xs:attribute name="fieldName" type="FIELD-NAME" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="TargetValueCounts"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="BayesianNetworkModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="Other" name="inferenceMethod" type="INFERENCE-TYPE"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="modelName" type="xs:string"/>
      <xs:attribute default="General" name="modelType" type="BN-TYPE"/>
      <xs:sequence>
        <xs:element minOccurs="1" ref="BayesianNetworkNodes"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element minOccurs="0" ref="Targets"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="BayesianNetworkNodes">
    <xs:complexType>
      <xs:sequence>
        <xs:choice maxOccurs="unbounded">
          <xs:element ref="ContinuousNode"/>
          <xs:element ref="DiscreteNode"/>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="BlockIndicator">
    <xs:complexType>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="BoundaryValueMeans">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="NUM-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="BoundaryValues">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="NUM-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="CategoricalPredictor">
    <xs:complexType>
      <xs:attribute name="coefficient" type="REAL-NUMBER" use="required"/>
      <xs:attribute name="name" type="FIELD-NAME" use="required"/>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Categories">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="1" ref="Category"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Category">
    <xs:complexType>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Characteristic">
    <xs:complexType>
      <xs:attribute name="baselineScore" type="NUMBER"/>
      <xs:attribute name="name" type="xs:string" use="optional"/>
      <xs:attribute name="reasonCode" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" ref="Attribute"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Characteristics">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" ref="Characteristic"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ChildParent">
    <xs:complexType>
      <xs:attribute name="childField" type="xs:string" use="required"/>
      <xs:attribute default="no" name="isRecursive" use="optional">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="no"/>
            <xs:enumeration value="yes"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="parentField" type="xs:string" use="required"/>
      <xs:attribute name="parentLevelField" type="xs:string" use="optional"/>
      <xs:sequence>
        <xs:choice>
          <xs:element ref="InlineTable"/>
          <xs:element ref="TableLocator"/>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="FieldColumnPair"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ClassLabels">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="STRING-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Cluster">
    <xs:complexType>
      <xs:attribute name="id" type="xs:string" use="optional"/>
      <xs:attribute name="name" type="xs:string" use="optional"/>
      <xs:attribute name="size" type="xs:nonNegativeInteger" use="optional"/>
      <xs:sequence>
        <xs:element minOccurs="0" ref="Covariances"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="KohonenMap"/>
        <xs:element minOccurs="0" ref="Partition"/>
        <xs:group minOccurs="0" ref="NUM-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ClusteringField">
    <xs:complexType>
      <xs:attribute name="compareFunction" type="COMPARE-FUNCTION" use="optional"/>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute default="1" name="fieldWeight" type="REAL-NUMBER"/>
      <xs:attribute default="true" name="isCenterField">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="false"/>
            <xs:enumeration value="true"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="similarityScale" type="REAL-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element minOccurs="0" ref="Comparisons"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ClusteringModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string" use="optional"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="modelClass" use="required">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="centerBased"/>
            <xs:enumeration value="distributionBased"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="modelName" type="xs:string" use="optional"/>
      <xs:attribute name="numberOfClusters" type="xs:nonNegativeInteger" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" ref="Cluster"/>
        <xs:element maxOccurs="unbounded" minOccurs="1" ref="ClusteringField"/>
        <xs:element ref="ComparisonMeasure"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="MissingValueWeights"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ClusteringModelQuality">
    <xs:complexType>
      <xs:attribute name="SSB" type="NUMBER" use="optional"/>
      <xs:attribute name="SSE" type="NUMBER" use="optional"/>
      <xs:attribute name="dataName" type="xs:string" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Coefficient">
    <xs:complexType>
      <xs:attribute default="0" name="value" type="REAL-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Coefficients">
    <xs:complexType>
      <xs:attribute default="0" name="absoluteValue" type="REAL-NUMBER" use="optional"/>
      <xs:attribute name="numberOfCoefficients" type="xs:nonNegativeInteger" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" ref="Coefficient"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ComparisonMeasure">
    <xs:complexType>
      <xs:attribute default="absDiff" name="compareFunction" type="COMPARE-FUNCTION"/>
      <xs:attribute name="kind" use="required">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="distance"/>
            <xs:enumeration value="similarity"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="maximum" type="NUMBER" use="optional"/>
      <xs:attribute name="minimum" type="NUMBER" use="optional"/>
      <xs:sequence>
        <xs:choice>
          <xs:element ref="binarySimilarity"/>
          <xs:element ref="chebychev"/>
          <xs:element ref="cityBlock"/>
          <xs:element ref="euclidean"/>
          <xs:element ref="jaccard"/>
          <xs:element ref="minkowski"/>
          <xs:element ref="simpleMatching"/>
          <xs:element ref="squaredEuclidean"/>
          <xs:element ref="tanimoto"/>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Comparisons">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="Matrix"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ComplexPartialScore">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group maxOccurs="1" minOccurs="1" ref="EXPRESSION"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="CompoundPredicate">
    <xs:complexType>
      <xs:attribute name="booleanOperator" use="required">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="and"/>
            <xs:enumeration value="or"/>
            <xs:enumeration value="surrogate"/>
            <xs:enumeration value="xor"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:sequence maxOccurs="unbounded" minOccurs="2">
          <xs:group ref="PREDICATE"/>
        </xs:sequence>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="CompoundRule">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="PREDICATE"/>
        <xs:group maxOccurs="unbounded" minOccurs="1" ref="Rule"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Con">
    <xs:complexType>
      <xs:attribute name="from" type="NN-NEURON-IDREF" use="required"/>
      <xs:attribute name="weight" type="REAL-NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ConfusionMatrix">
    <xs:complexType>
      <xs:sequence>
        <xs:element ref="ClassLabels"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="Matrix"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ConsequentSequence">
    <xs:complexType>
      <xs:sequence>
        <xs:group ref="SEQUENCE"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Constant">
    <xs:complexType>
      <xs:simpleContent>
        <xs:extension base="xs:string">
          <xs:attribute name="dataType" type="DATATYPE"/>
          <xs:attribute default="false" name="missing" type="xs:boolean"/>
        </xs:extension>
      </xs:simpleContent>
    </xs:complexType>
  </xs:element>
  <xs:element name="Constraints">
    <xs:complexType>
      <xs:attribute name="maximumAntConsSeparationTime" type="REAL-NUMBER"/>
      <xs:attribute name="maximumItemsetSeparationTime" type="REAL-NUMBER"/>
      <xs:attribute name="maximumNumberOfAntecedentItems" type="xs:nonNegativeInteger"/>
      <xs:attribute name="maximumNumberOfConsequentItems" type="xs:nonNegativeInteger"/>
      <xs:attribute name="maximumNumberOfItems" type="xs:nonNegativeInteger"/>
      <xs:attribute name="maximumTotalSequenceTime" type="REAL-NUMBER"/>
      <xs:attribute default="0" name="minimumAntConsSeparationTime" type="REAL-NUMBER"/>
      <xs:attribute default="0" name="minimumConfidence" type="REAL-NUMBER"/>
      <xs:attribute default="0" name="minimumItemsetSeparationTime" type="REAL-NUMBER"/>
      <xs:attribute default="0" name="minimumLift" type="REAL-NUMBER"/>
      <xs:attribute default="1" name="minimumNumberOfAntecedentItems" type="xs:nonNegativeInteger"/>
      <xs:attribute default="1" name="minimumNumberOfConsequentItems" type="xs:nonNegativeInteger"/>
      <xs:attribute default="1" name="minimumNumberOfItems" type="xs:nonNegativeInteger"/>
      <xs:attribute default="0" name="minimumSupport" type="REAL-NUMBER"/>
      <xs:attribute default="0" name="minimumTotalSequenceTime" type="REAL-NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ContStats">
    <xs:complexType>
      <xs:attribute name="totalSquaresSum" type="NUMBER"/>
      <xs:attribute name="totalValuesSum" type="NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Interval"/>
        <xs:group minOccurs="0" ref="FrequenciesType"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ContinuousConditionalProbability">
    <xs:complexType>
      <xs:attribute name="count" type="REAL-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="1" ref="ContinuousDistribution"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="ParentValue"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ContinuousDistribution">
    <xs:complexType>
      <xs:sequence>
        <xs:choice>
          <xs:element ref="LognormalDistributionForBN"/>
          <xs:element ref="NormalDistributionForBN"/>
          <xs:element ref="TriangularDistributionForBN"/>
          <xs:element ref="UniformDistributionForBN"/>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ContinuousNode">
    <xs:complexType>
      <xs:attribute name="count" type="REAL-NUMBER" use="optional"/>
      <xs:attribute name="name" type="FIELD-NAME" use="required"/>
      <xs:sequence>
        <xs:choice maxOccurs="unbounded">
          <xs:element ref="ContinuousConditionalProbability"/>
          <xs:element maxOccurs="unbounded" ref="ContinuousDistribution"/>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="DerivedField"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="CorrelationFields">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="STRING-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="CorrelationMethods">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="Matrix"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="CorrelationValues">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="Matrix"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Correlations">
    <xs:complexType>
      <xs:sequence>
        <xs:element ref="CorrelationFields"/>
        <xs:element minOccurs="0" ref="CorrelationMethods"/>
        <xs:element ref="CorrelationValues"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="CountTable" type="COUNT-TABLE-TYPE"/>
  <xs:element name="Counts">
    <xs:complexType>
      <xs:attribute name="cardinality" type="xs:nonNegativeInteger"/>
      <xs:attribute name="invalidFreq" type="NUMBER"/>
      <xs:attribute name="missingFreq" type="NUMBER"/>
      <xs:attribute name="totalFreq" type="NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Covariances">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="Matrix"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="CovariateList">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Predictor"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="DataDictionary">
    <xs:complexType>
      <xs:attribute name="numberOfFields" type="xs:nonNegativeInteger"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" ref="DataField"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Taxonomy"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="DataField">
    <xs:complexType>
      <xs:attribute name="dataType" type="DATATYPE" use="required"/>
      <xs:attribute name="displayName" type="xs:string"/>
      <xs:attribute default="0" name="isCyclic">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="0"/>
            <xs:enumeration value="1"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="name" type="FIELD-NAME" use="required"/>
      <xs:attribute name="optype" type="OPTYPE" use="required"/>
      <xs:attribute name="taxonomy" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:sequence>
          <xs:element maxOccurs="unbounded" minOccurs="0" ref="Interval"/>
          <xs:element maxOccurs="unbounded" minOccurs="0" ref="Value"/>
        </xs:sequence>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Decision">
    <xs:complexType>
      <xs:attribute name="description" type="xs:string"/>
      <xs:attribute name="displayValue" type="xs:string"/>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="DecisionTree">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="1.0" name="missingValuePenalty" type="PROB-NUMBER"/>
      <xs:attribute default="none" name="missingValueStrategy" type="MISSING-VALUE-STRATEGY"/>
      <xs:attribute name="modelName" type="xs:string"/>
      <xs:attribute default="returnNullPrediction" name="noTrueChildStrategy" type="NO-TRUE-CHILD-STRATEGY"/>
      <xs:attribute default="multiSplit" name="splitCharacteristic">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="binarySplit"/>
            <xs:enumeration value="multiSplit"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element ref="Node"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="ResultField"/>
        <xs:element minOccurs="0" ref="Targets"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Decisions">
    <xs:complexType>
      <xs:attribute name="businessProblem" type="xs:string"/>
      <xs:attribute name="description" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="1" ref="Decision"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="DefineFunction">
    <xs:complexType>
      <xs:attribute name="dataType" type="DATATYPE"/>
      <xs:attribute name="name" type="xs:string" use="required"/>
      <xs:attribute name="optype" type="OPTYPE" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="1" ref="ParameterField"/>
        <xs:group ref="EXPRESSION"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Delimiter">
    <xs:complexType>
      <xs:attribute name="delimiter" type="DELIMITER" use="required"/>
      <xs:attribute name="gap" type="GAP" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Denominator">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="NonseasonalFactor"/>
        <xs:element minOccurs="0" ref="SeasonalFactor"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="DerivedField">
    <xs:complexType>
      <xs:attribute name="dataType" type="DATATYPE" use="required"/>
      <xs:attribute name="displayName" type="xs:string"/>
      <xs:attribute name="name" type="FIELD-NAME"/>
      <xs:attribute name="optype" type="OPTYPE" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Value"/>
        <xs:group ref="EXPRESSION"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="DiscrStats">
    <xs:complexType>
      <xs:attribute name="modalValue" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="2" minOccurs="0" ref="Array"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="DiscreteConditionalProbability">
    <xs:complexType>
      <xs:attribute name="count" type="REAL-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="1" ref="ParentValue"/>
        <xs:element maxOccurs="unbounded" minOccurs="1" ref="ValueProbability"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="DiscreteNode">
    <xs:complexType>
      <xs:attribute name="count" type="REAL-NUMBER" use="optional"/>
      <xs:attribute name="name" type="FIELD-NAME" use="required"/>
      <xs:sequence>
        <xs:choice maxOccurs="unbounded">
          <xs:element ref="DiscreteConditionalProbability"/>
          <xs:element maxOccurs="unbounded" ref="ValueProbability"/>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="DerivedField"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Discretize">
    <xs:complexType>
      <xs:attribute name="dataType" type="DATATYPE"/>
      <xs:attribute name="defaultValue" type="xs:string"/>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute name="mapMissingTo" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="DiscretizeBin"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="DiscretizeBin">
    <xs:complexType>
      <xs:attribute name="binValue" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="Interval"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="DocumentTermMatrix">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="Matrix"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="DynamicRegressor">
    <xs:complexType>
      <xs:attribute default="0" name="delay" type="INT-NUMBER"/>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute default="constant" name="futureValuesMethod">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="constant"/>
            <xs:enumeration value="otherModel"/>
            <xs:enumeration value="stored"/>
            <xs:enumeration value="trend"/>
            <xs:enumeration value="userSupplied"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="targetField" type="FIELD-NAME"/>
      <xs:attribute default="none" name="transformation">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="logarithmic"/>
            <xs:enumeration value="none"/>
            <xs:enumeration value="squareroot"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element minOccurs="0" ref="Denominator"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="Numerator"/>
        <xs:element minOccurs="0" ref="RegressorValues"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="EventValues">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Interval"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Value"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ExponentialSmoothing">
    <xs:complexType>
      <xs:attribute name="RMSE" type="REAL-NUMBER"/>
      <xs:attribute default="none" name="transformation">
        <xs:simpleType>
          <xs:restriction base="xs:NMTOKEN">
            <xs:enumeration value="logarithmic"/>
            <xs:enumeration value="none"/>
            <xs:enumeration value="squareroot"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element maxOccurs="1" minOccurs="1" ref="Level"/>
        <xs:element maxOccurs="1" minOccurs="0" ref="Seasonality_ExpoSmooth"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="TimeValue"/>
        <xs:element maxOccurs="1" minOccurs="0" ref="Trend_ExpoSmooth"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Extension">
    <xs:complexType>
      <xs:complexContent mixed="true">
        <xs:restriction base="xs:anyType">
          <xs:attribute name="extender" type="xs:string" use="optional"/>
          <xs:attribute name="name" type="xs:string" use="optional"/>
          <xs:attribute name="value" type="xs:string" use="optional"/>
          <xs:sequence>
            <xs:any maxOccurs="unbounded" minOccurs="0" processContents="skip"/>
          </xs:sequence>
        </xs:restriction>
      </xs:complexContent>
    </xs:complexType>
  </xs:element>
  <xs:element name="FactorList">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Predictor"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="False">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="FieldColumnPair">
    <xs:complexType>
      <xs:attribute name="column" type="xs:string" use="required"/>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="FieldRef">
    <xs:complexType>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute name="mapMissingTo" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="FieldValue">
    <xs:complexType>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:choice>
          <xs:element maxOccurs="unbounded" minOccurs="1" ref="FieldValue"/>
          <xs:element maxOccurs="unbounded" minOccurs="1" ref="FieldValueCount"/>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="FieldValueCount">
    <xs:complexType>
      <xs:attribute name="count" type="NUMBER" use="required"/>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="FinalNoise">
    <xs:complexType>
      <xs:sequence>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="FinalNu">
    <xs:complexType>
      <xs:sequence>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="FinalOmega">
    <xs:complexType>
      <xs:sequence>
        <xs:element ref="Matrix"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="FinalPredictedNoise">
    <xs:complexType>
      <xs:sequence>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="FinalStateVector">
    <xs:complexType>
      <xs:sequence>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="FinalTheta">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" ref="Theta"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="GARCH">
    <xs:complexType>
      <xs:sequence>
        <xs:element ref="ARMAPart"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="GARCHPart"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="GARCHPart">
    <xs:complexType>
      <xs:attribute default="0" name="constant" type="REAL-NUMBER"/>
      <xs:attribute name="gp" type="INT-NUMBER" use="required"/>
      <xs:attribute name="gq" type="INT-NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="ResidualSquareCoefficients"/>
        <xs:element ref="VarianceCoefficients"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="GaussianDistribution">
    <xs:complexType>
      <xs:attribute name="mean" type="REAL-NUMBER" use="required"/>
      <xs:attribute name="variance" type="REAL-NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="GaussianProcessModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="modelName" type="xs:string" use="optional"/>
      <xs:attribute name="optimizer" type="xs:string" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element minOccurs="0" ref="Targets"/>
        <xs:element ref="TrainingInstances"/>
        <xs:sequence>
          <xs:choice>
            <xs:element ref="ARDSquaredExponentialKernel"/>
            <xs:element ref="AbsoluteExponentialKernel"/>
            <xs:element ref="GeneralizedExponentialKernel"/>
            <xs:element ref="RadialBasisKernel"/>
          </xs:choice>
        </xs:sequence>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="GeneralRegressionModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute name="baselineStrataVariable" type="FIELD-NAME"/>
      <xs:attribute name="cumulativeLink" type="CUMULATIVE-LINK-FUNCTION"/>
      <xs:attribute name="distParameter" type="REAL-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="endTimeVariable" type="FIELD-NAME"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="linkFunction" type="LINK-FUNCTION"/>
      <xs:attribute name="linkParameter" type="REAL-NUMBER"/>
      <xs:attribute name="modelDF" type="REAL-NUMBER"/>
      <xs:attribute name="modelName" type="xs:string"/>
      <xs:attribute name="modelType" use="required">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="CoxRegression"/>
            <xs:enumeration value="generalLinear"/>
            <xs:enumeration value="generalizedLinear"/>
            <xs:enumeration value="multinomialLogistic"/>
            <xs:enumeration value="ordinalMultinomial"/>
            <xs:enumeration value="regression"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="offsetValue" type="REAL-NUMBER"/>
      <xs:attribute name="offsetVariable" type="FIELD-NAME"/>
      <xs:attribute name="startTimeVariable" type="FIELD-NAME"/>
      <xs:attribute name="statusVariable" type="FIELD-NAME"/>
      <xs:attribute name="subjectIDVariable" type="FIELD-NAME"/>
      <xs:attribute name="targetReferenceCategory" type="xs:string"/>
      <xs:attribute name="targetVariableName" type="FIELD-NAME"/>
      <xs:attribute name="trialsValue" type="INT-NUMBER"/>
      <xs:attribute name="trialsVariable" type="FIELD-NAME"/>
      <xs:sequence>
        <xs:element minOccurs="0" ref="BaseCumHazardTables"/>
        <xs:element minOccurs="0" ref="CovariateList"/>
        <xs:element minOccurs="0" ref="EventValues"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="FactorList"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element minOccurs="0" ref="PCovMatrix"/>
        <xs:element ref="PPMatrix"/>
        <xs:element ref="ParamMatrix"/>
        <xs:element ref="ParameterList"/>
        <xs:element minOccurs="0" ref="Targets"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="GeneralizedExponentialKernel">
    <xs:complexType>
      <xs:attribute default="1" name="degree" type="REAL-NUMBER" use="optional"/>
      <xs:attribute name="description" type="xs:string" use="optional"/>
      <xs:attribute default="1" name="gamma" type="REAL-NUMBER" use="optional"/>
      <xs:attribute default="1" name="noiseVariance" type="REAL-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Lambda"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="HVector">
    <xs:complexType>
      <xs:sequence>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Header">
    <xs:complexType>
      <xs:attribute name="copyright" type="xs:string"/>
      <xs:attribute name="description" type="xs:string"/>
      <xs:attribute name="modelVersion" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Annotation"/>
        <xs:element minOccurs="0" ref="Application"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="Timestamp"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="INT-Entries">
    <xs:simpleType>
      <xs:list itemType="xs:int"/>
    </xs:simpleType>
  </xs:element>
  <xs:element name="INT-SparseArray">
    <xs:complexType>
      <xs:attribute default="0" name="defaultValue" type="INT-NUMBER" use="optional"/>
      <xs:attribute name="n" type="INT-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element minOccurs="0" ref="INT-Entries"/>
        <xs:element minOccurs="0" ref="Indices"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Indices">
    <xs:simpleType>
      <xs:list itemType="xs:int"/>
    </xs:simpleType>
  </xs:element>
  <xs:element name="InlineTable">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="row"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="InstanceField">
    <xs:complexType>
      <xs:attribute name="column" type="xs:string" use="optional"/>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="InstanceFields">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" ref="InstanceField"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="InterceptVector">
    <xs:complexType>
      <xs:attribute default="state" name="type">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="observation"/>
            <xs:enumeration value="state"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Interval">
    <xs:complexType>
      <xs:attribute name="closure" use="required">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="closedClosed"/>
            <xs:enumeration value="closedOpen"/>
            <xs:enumeration value="openClosed"/>
            <xs:enumeration value="openOpen"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="leftMargin" type="NUMBER"/>
      <xs:attribute name="rightMargin" type="NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Item">
    <xs:complexType>
      <xs:attribute name="category" type="xs:string"/>
      <xs:attribute name="field" type="FIELD-NAME"/>
      <xs:attribute name="id" type="xs:string" use="required"/>
      <xs:attribute name="mappedValue" type="xs:string"/>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:attribute name="weight" type="REAL-NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ItemRef">
    <xs:complexType>
      <xs:attribute name="itemRef" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Itemset">
    <xs:complexType>
      <xs:attribute name="id" type="xs:string" use="required"/>
      <xs:attribute name="numberOfItems" type="xs:nonNegativeInteger"/>
      <xs:attribute name="support" type="PROB-NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="ItemRef"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="KNNInput">
    <xs:complexType>
      <xs:attribute name="compareFunction" type="COMPARE-FUNCTION"/>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute default="1" name="fieldWeight" type="REAL-NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="KNNInputs">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" ref="KNNInput"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="KalmanState">
    <xs:complexType>
      <xs:sequence>
        <xs:element ref="FinalOmega"/>
        <xs:element ref="FinalStateVector"/>
        <xs:element maxOccurs="1" minOccurs="0" ref="HVector"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="KohonenMap">
    <xs:complexType>
      <xs:attribute name="coord1" type="xs:double" use="optional"/>
      <xs:attribute name="coord2" type="xs:double" use="optional"/>
      <xs:attribute name="coord3" type="xs:double" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Lag">
    <xs:complexType>
      <xs:attribute default="none" name="aggregate">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="avg"/>
            <xs:enumeration value="max"/>
            <xs:enumeration value="median"/>
            <xs:enumeration value="min"/>
            <xs:enumeration value="none"/>
            <xs:enumeration value="product"/>
            <xs:enumeration value="stddev"/>
            <xs:enumeration value="sum"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute default="1" name="n" type="xs:positiveInteger"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="BlockIndicator"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Lambda">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Level">
    <xs:complexType>
      <xs:attribute name="alpha" type="REAL-NUMBER" use="optional"/>
      <xs:attribute name="smoothedValue" type="REAL-NUMBER"/>
    </xs:complexType>
  </xs:element>
  <xs:element name="LiftData">
    <xs:complexType>
      <xs:attribute name="rankingQuality" type="NUMBER"/>
      <xs:attribute name="targetFieldDisplayValue" type="xs:string"/>
      <xs:attribute name="targetFieldValue" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="ModelLiftGraph"/>
        <xs:element minOccurs="0" ref="OptimumLiftGraph"/>
        <xs:element minOccurs="0" ref="RandomLiftGraph"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="LiftGraph">
    <xs:complexType>
      <xs:sequence>
        <xs:element minOccurs="0" ref="BoundaryValueMeans"/>
        <xs:element minOccurs="0" ref="BoundaryValues"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="XCoordinates"/>
        <xs:element ref="YCoordinates"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="LinearKernelType">
    <xs:complexType>
      <xs:attribute name="description" type="xs:string" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="LinearNorm">
    <xs:complexType>
      <xs:attribute name="norm" type="NUMBER" use="required"/>
      <xs:attribute name="orig" type="NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="LocalTransformations">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="DerivedField"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="LognormalDistributionForBN">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="1" minOccurs="1" ref="Mean"/>
        <xs:element maxOccurs="1" minOccurs="1" ref="Variance"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Lower">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="EXPRESSION"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="MA">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="MACoefficients"/>
        <xs:element minOccurs="0" ref="Residuals"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="MACoefficients">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="MapValues">
    <xs:complexType>
      <xs:attribute name="dataType" type="DATATYPE"/>
      <xs:attribute name="defaultValue" type="xs:string"/>
      <xs:attribute name="mapMissingTo" type="xs:string"/>
      <xs:attribute name="outputColumn" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:choice minOccurs="0">
          <xs:element ref="InlineTable"/>
          <xs:element ref="TableLocator"/>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="FieldColumnPair"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="MatCell">
    <xs:complexType>
      <xs:simpleContent>
        <xs:extension base="xs:string">
          <xs:attribute name="col" type="INT-NUMBER" use="required"/>
          <xs:attribute name="row" type="INT-NUMBER" use="required"/>
        </xs:extension>
      </xs:simpleContent>
    </xs:complexType>
  </xs:element>
  <xs:element name="Matrix">
    <xs:complexType>
      <xs:attribute name="diagDefault" type="REAL-NUMBER" use="optional"/>
      <xs:attribute default="any" name="kind" use="optional">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="any"/>
            <xs:enumeration value="diagonal"/>
            <xs:enumeration value="symmetric"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="nbCols" type="INT-NUMBER" use="optional"/>
      <xs:attribute name="nbRows" type="INT-NUMBER" use="optional"/>
      <xs:attribute name="offDiagDefault" type="REAL-NUMBER" use="optional"/>
      <xs:choice minOccurs="0">
        <xs:element maxOccurs="unbounded" ref="MatCell"/>
        <xs:group maxOccurs="unbounded" ref="NUM-ARRAY"/>
      </xs:choice>
    </xs:complexType>
  </xs:element>
  <xs:element name="MaximumLikelihoodStat">
    <xs:complexType>
      <xs:attribute name="method" use="required">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="kalman"/>
            <xs:enumeration value="thetaRecursion"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute default="0" name="periodDeficit" type="INT-NUMBER"/>
      <xs:sequence>
        <xs:choice>
          <xs:element ref="KalmanState"/>
          <xs:element ref="ThetaRecursionState"/>
        </xs:choice>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Mean">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="EXPRESSION"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="MeanClusterDistances">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="NUM-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="MeasurementMatrix">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="Matrix"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="MiningBuildTask">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="MiningField">
    <xs:complexType>
      <xs:attribute name="highValue" type="NUMBER"/>
      <xs:attribute name="importance" type="PROB-NUMBER"/>
      <xs:attribute name="invalidValueReplacement" type="xs:string"/>
      <xs:attribute default="returnInvalid" name="invalidValueTreatment" type="INVALID-VALUE-TREATMENT-METHOD"/>
      <xs:attribute name="lowValue" type="NUMBER"/>
      <xs:attribute name="missingValueReplacement" type="xs:string"/>
      <xs:attribute name="missingValueTreatment" type="MISSING-VALUE-TREATMENT-METHOD"/>
      <xs:attribute name="name" type="FIELD-NAME" use="required"/>
      <xs:attribute name="optype" type="OPTYPE"/>
      <xs:attribute default="asIs" name="outliers" type="OUTLIER-TREATMENT-METHOD"/>
      <xs:attribute default="active" name="usageType" type="FIELD-USAGE-TYPE"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="MiningModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string" use="optional"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="modelName" type="xs:string" use="optional"/>
      <xs:sequence>
        <xs:choice maxOccurs="unbounded" minOccurs="0">
          <xs:element ref="DecisionTree"/>
          <xs:element ref="Regression"/>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element minOccurs="0" ref="Segmentation"/>
        <xs:element minOccurs="0" ref="Targets"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="MiningSchema">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" ref="MiningField"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="MissingValueWeights">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="NUM-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ModelExplanation">
    <xs:complexType>
      <xs:sequence>
        <xs:choice>
          <xs:element maxOccurs="unbounded" minOccurs="0" ref="ClusteringModelQuality"/>
          <xs:element maxOccurs="unbounded" minOccurs="0" ref="PredictiveModelQuality"/>
        </xs:choice>
        <xs:element minOccurs="0" ref="Correlations"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ModelLiftGraph">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="LiftGraph"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ModelStats">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="MultivariateStats"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="UnivariateStats"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ModelVerification">
    <xs:complexType>
      <xs:attribute name="fieldCount" type="INT-NUMBER" use="optional"/>
      <xs:attribute name="recordCount" type="INT-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="InlineTable"/>
        <xs:element ref="VerificationFields"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="MultivariateStat">
    <xs:complexType>
      <xs:attribute name="category" type="xs:string"/>
      <xs:attribute name="chiSquareValue" type="NUMBER"/>
      <xs:attribute default="0.95" name="confidenceLevel" type="PROB-NUMBER"/>
      <xs:attribute name="confidenceLowerBound" type="NUMBER"/>
      <xs:attribute name="confidenceUpperBound" type="NUMBER"/>
      <xs:attribute name="dF" type="NUMBER"/>
      <xs:attribute default="1" name="exponent" type="INT-NUMBER"/>
      <xs:attribute name="fStatistic" type="NUMBER"/>
      <xs:attribute name="importance" type="PROB-NUMBER"/>
      <xs:attribute default="false" name="isIntercept" type="xs:boolean"/>
      <xs:attribute name="name" type="xs:string"/>
      <xs:attribute name="pValueAlpha" type="PROB-NUMBER"/>
      <xs:attribute name="pValueFinal" type="PROB-NUMBER"/>
      <xs:attribute name="pValueInitial" type="PROB-NUMBER"/>
      <xs:attribute name="stdError" type="NUMBER"/>
      <xs:attribute name="tValue" type="NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="MultivariateStats">
    <xs:complexType>
      <xs:attribute name="targetCategory" type="xs:string" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" ref="MultivariateStat"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NaiveBayesModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="modelName" type="xs:string"/>
      <xs:attribute name="threshold" type="REAL-NUMBER" use="required"/>
      <xs:sequence>
        <xs:element ref="BayesInputs"/>
        <xs:element ref="BayesOutput"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element minOccurs="0" ref="Targets"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NearestNeighborModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute default="majorityVote" name="categoricalScoringMethod" type="CAT-SCORING-METHOD"/>
      <xs:attribute default="average" name="continuousScoringMethod" type="CONT-SCORING-METHOD"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute name="instanceIdVariable" type="FIELD-NAME"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="modelName" type="xs:string"/>
      <xs:attribute name="numberOfNeighbors" type="xs:nonNegativeInteger" use="required"/>
      <xs:attribute default="0.001" name="threshold" type="REAL-NUMBER"/>
      <xs:sequence>
        <xs:element ref="ComparisonMeasure"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="KNNInputs"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element minOccurs="0" ref="Targets"/>
        <xs:element ref="TrainingInstances"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NeuralInput">
    <xs:complexType>
      <xs:attribute name="id" type="NN-NEURON-ID" use="required"/>
      <xs:sequence>
        <xs:element ref="DerivedField"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NeuralInputs">
    <xs:complexType>
      <xs:attribute name="numberOfInputs" type="xs:nonNegativeInteger"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" ref="NeuralInput"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NeuralLayer">
    <xs:complexType>
      <xs:attribute name="activationFunction" type="ACTIVATION-FUNCTION"/>
      <xs:attribute name="altitude" type="REAL-NUMBER"/>
      <xs:attribute name="normalizationMethod" type="NN-NORMALIZATION-METHOD"/>
      <xs:attribute name="numberOfNeurons" type="xs:nonNegativeInteger"/>
      <xs:attribute name="threshold" type="REAL-NUMBER"/>
      <xs:attribute name="width" type="REAL-NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" ref="Neuron"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NeuralNetwork">
    <xs:complexType>
      <xs:attribute name="activationFunction" type="ACTIVATION-FUNCTION" use="required"/>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute default="1.0" name="altitude" type="REAL-NUMBER"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="modelName" type="xs:string"/>
      <xs:attribute default="none" name="normalizationMethod" type="NN-NORMALIZATION-METHOD"/>
      <xs:attribute name="numberOfLayers" type="xs:nonNegativeInteger"/>
      <xs:attribute default="0" name="threshold" type="REAL-NUMBER"/>
      <xs:attribute name="width" type="REAL-NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element ref="NeuralInputs"/>
        <xs:element maxOccurs="unbounded" ref="NeuralLayer"/>
        <xs:element minOccurs="0" ref="NeuralOutputs"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element minOccurs="0" ref="Targets"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NeuralOutput">
    <xs:complexType>
      <xs:attribute name="outputNeuron" type="NN-NEURON-IDREF" use="required"/>
      <xs:sequence>
        <xs:element ref="DerivedField"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NeuralOutputs">
    <xs:complexType>
      <xs:attribute name="numberOfOutputs" type="xs:nonNegativeInteger"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" ref="NeuralOutput"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Neuron">
    <xs:complexType>
      <xs:attribute name="altitude" type="REAL-NUMBER"/>
      <xs:attribute name="bias" type="REAL-NUMBER"/>
      <xs:attribute name="id" type="NN-NEURON-ID" use="required"/>
      <xs:attribute name="width" type="REAL-NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" ref="Con"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Node">
    <xs:complexType>
      <xs:attribute name="defaultChild" type="xs:string"/>
      <xs:attribute name="id" type="xs:string"/>
      <xs:attribute name="recordCount" type="NUMBER"/>
      <xs:attribute name="score" type="xs:string"/>
      <xs:sequence>
        <xs:choice>
          <xs:group ref="EmbeddedModel"/>
          <xs:sequence>
            <xs:element maxOccurs="unbounded" minOccurs="0" ref="Node"/>
            <xs:element minOccurs="0" ref="Partition"/>
            <xs:element maxOccurs="unbounded" minOccurs="0" ref="ScoreDistribution"/>
          </xs:sequence>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="PREDICATE"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NonseasonalComponent">
    <xs:complexType>
      <xs:attribute default="0" name="d" type="xs:nonNegativeInteger"/>
      <xs:attribute default="0" name="p" type="xs:nonNegativeInteger"/>
      <xs:attribute default="0" name="q" type="xs:nonNegativeInteger"/>
      <xs:sequence>
        <xs:element minOccurs="0" ref="AR"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="MA"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NonseasonalFactor">
    <xs:complexType>
      <xs:attribute default="0" name="difference" type="INT-NUMBER"/>
      <xs:attribute name="maximumOrder" type="INT-NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NormContinuous">
    <xs:complexType>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute name="mapMissingTo" type="NUMBER"/>
      <xs:attribute default="asIs" name="outliers" type="OUTLIER-TREATMENT-METHOD"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="2" ref="LinearNorm"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NormDiscrete">
    <xs:complexType>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute name="mapMissingTo" type="NUMBER"/>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NormalDistributionForBN">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="1" minOccurs="1" ref="Mean"/>
        <xs:element maxOccurs="1" minOccurs="1" ref="Variance"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NormalizedCountTable" type="COUNT-TABLE-TYPE"/>
  <xs:element name="Numerator">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="NonseasonalFactor"/>
        <xs:element minOccurs="0" ref="SeasonalFactor"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NumericInfo">
    <xs:complexType>
      <xs:attribute name="interQuartileRange" type="NUMBER"/>
      <xs:attribute name="maximum" type="NUMBER"/>
      <xs:attribute name="mean" type="NUMBER"/>
      <xs:attribute name="median" type="NUMBER"/>
      <xs:attribute name="minimum" type="NUMBER"/>
      <xs:attribute name="standardDeviation" type="NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Quantile"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="NumericPredictor">
    <xs:complexType>
      <xs:attribute name="coefficient" type="REAL-NUMBER" use="required"/>
      <xs:attribute default="1" name="exponent" type="INT-NUMBER"/>
      <xs:attribute name="name" type="FIELD-NAME" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ObservationVarianceMatrix">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="Matrix"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="OptimumLiftGraph">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="LiftGraph"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="OutlierEffect">
    <xs:complexType>
      <xs:attribute name="dampingCoefficient" type="REAL-NUMBER" use="optional"/>
      <xs:attribute name="magnitude" type="REAL-NUMBER" use="required"/>
      <xs:attribute name="startTime" type="REAL-NUMBER" use="required"/>
      <xs:attribute name="type" use="required">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="additive"/>
            <xs:enumeration value="innovational"/>
            <xs:enumeration value="level"/>
            <xs:enumeration value="seasonalAdditive"/>
            <xs:enumeration value="transient"/>
            <xs:enumeration value="trend"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Output">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="1" ref="OutputField"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="OutputField">
    <xs:complexType>
      <xs:attribute default="exclusiveRecommendation" name="algorithm">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="exclusiveRecommendation"/>
            <xs:enumeration value="recommendation"/>
            <xs:enumeration value="ruleAssociation"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="dataType" type="DATATYPE" use="required"/>
      <xs:attribute name="displayName" type="xs:string"/>
      <xs:attribute default="predictedValue" name="feature" type="RESULT-FEATURE"/>
      <xs:attribute default="true" name="isFinalResult" type="xs:boolean"/>
      <xs:attribute default="0" name="isMultiValued" type="xs:string"/>
      <xs:attribute name="name" type="FIELD-NAME" use="required"/>
      <xs:attribute name="optype" type="OPTYPE"/>
      <xs:attribute default="1" name="rank" type="INT-NUMBER"/>
      <xs:attribute default="confidence" name="rankBasis">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="affinity"/>
            <xs:enumeration value="confidence"/>
            <xs:enumeration value="leverage"/>
            <xs:enumeration value="lift"/>
            <xs:enumeration value="support"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute default="descending" name="rankOrder">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="ascending"/>
            <xs:enumeration value="descending"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute default="consequent" name="ruleFeature" type="RULE-FEATURE"/>
      <xs:attribute name="segmentId" type="xs:string"/>
      <xs:attribute name="targetField" type="FIELD-NAME"/>
      <xs:attribute name="value" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:sequence maxOccurs="1" minOccurs="0">
          <xs:element maxOccurs="1" minOccurs="0" ref="Decisions"/>
          <xs:element maxOccurs="unbounded" minOccurs="0" ref="Value"/>
          <xs:group maxOccurs="1" minOccurs="1" ref="EXPRESSION"/>
        </xs:sequence>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PCell">
    <xs:complexType>
      <xs:attribute name="beta" type="REAL-NUMBER" use="required"/>
      <xs:attribute name="df" type="INT-NUMBER"/>
      <xs:attribute name="parameterName" type="xs:string" use="required"/>
      <xs:attribute name="targetCategory" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PCovCell">
    <xs:complexType>
      <xs:attribute name="pCol" type="xs:string" use="required"/>
      <xs:attribute name="pRow" type="xs:string" use="required"/>
      <xs:attribute name="tCol" type="xs:string"/>
      <xs:attribute name="tRow" type="xs:string"/>
      <xs:attribute name="targetCategory" type="xs:string"/>
      <xs:attribute name="value" type="REAL-NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PCovMatrix">
    <xs:complexType>
      <xs:attribute name="type">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="model"/>
            <xs:enumeration value="robust"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" ref="PCovCell"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PMML">
    <xs:complexType>
      <xs:attribute name="version" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element ref="DataDictionary"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="Header"/>
        <xs:element minOccurs="0" ref="MiningBuildTask"/>
        <xs:element minOccurs="0" ref="TransformationDictionary"/>
        <xs:sequence maxOccurs="unbounded" minOccurs="0">
          <xs:group ref="MODEL-ELEMENT"/>
        </xs:sequence>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PPCell">
    <xs:complexType>
      <xs:attribute name="parameterName" type="xs:string" use="required"/>
      <xs:attribute name="predictorName" type="FIELD-NAME" use="required"/>
      <xs:attribute name="targetCategory" type="xs:string"/>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PPMatrix">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="PPCell"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PairCounts">
    <xs:complexType>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="TargetValueCounts"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ParamMatrix">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="PCell"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Parameter">
    <xs:complexType>
      <xs:attribute name="label" type="xs:string"/>
      <xs:attribute name="name" type="xs:string" use="required"/>
      <xs:attribute default="0" name="referencePoint" type="REAL-NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ParameterField">
    <xs:complexType>
      <xs:attribute name="dataType" type="DATATYPE"/>
      <xs:attribute name="displayName" type="xs:string"/>
      <xs:attribute name="name" type="FIELD-NAME" use="required"/>
      <xs:attribute name="optype" type="OPTYPE"/>
    </xs:complexType>
  </xs:element>
  <xs:element name="ParameterList">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Parameter"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ParentValue">
    <xs:complexType>
      <xs:attribute name="parent" type="FIELD-NAME" use="required"/>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Partition">
    <xs:complexType>
      <xs:attribute name="name" type="xs:string" use="required"/>
      <xs:attribute name="size" type="NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="PartitionFieldStats"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PartitionFieldStats">
    <xs:complexType>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute default="0" name="weighted">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="0"/>
            <xs:enumeration value="1"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element minOccurs="0" ref="Counts"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="NumericInfo"/>
        <xs:group minOccurs="0" ref="FrequenciesType"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PastVariances">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PoissonDistribution">
    <xs:complexType>
      <xs:attribute name="mean" type="REAL-NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PolynomialKernelType">
    <xs:complexType>
      <xs:attribute default="1" name="coef0" type="REAL-NUMBER" use="optional"/>
      <xs:attribute default="1" name="degree" type="REAL-NUMBER" use="optional"/>
      <xs:attribute name="description" type="xs:string" use="optional"/>
      <xs:attribute default="1" name="gamma" type="REAL-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PredictedStateCovarianceMatrix">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="Matrix"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PredictiveModelQuality">
    <xs:complexType>
      <xs:attribute name="AIC" type="NUMBER" use="optional"/>
      <xs:attribute name="AICc" type="NUMBER" use="optional"/>
      <xs:attribute name="AUC" type="NUMBER" use="optional"/>
      <xs:attribute name="BIC" type="NUMBER" use="optional"/>
      <xs:attribute name="F1" type="NUMBER" use="optional"/>
      <xs:attribute name="F2" type="NUMBER" use="optional"/>
      <xs:attribute name="Fhalf" type="NUMBER" use="optional"/>
      <xs:attribute name="accuracy" type="NUMBER" use="optional"/>
      <xs:attribute name="adj-r-squared" type="NUMBER" use="optional"/>
      <xs:attribute name="dataName" type="xs:string" use="optional"/>
      <xs:attribute default="training" name="dataUsage">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="test"/>
            <xs:enumeration value="training"/>
            <xs:enumeration value="validation"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="degreesOfFreedom" type="NUMBER" use="optional"/>
      <xs:attribute name="fStatistic" type="NUMBER" use="optional"/>
      <xs:attribute name="meanAbsoluteError" type="NUMBER" use="optional"/>
      <xs:attribute name="meanError" type="NUMBER" use="optional"/>
      <xs:attribute name="meanSquaredError" type="NUMBER" use="optional"/>
      <xs:attribute name="numOfPredictors" type="NUMBER" use="optional"/>
      <xs:attribute name="numOfRecords" type="NUMBER" use="optional"/>
      <xs:attribute name="numOfRecordsWeighted" type="NUMBER" use="optional"/>
      <xs:attribute name="precision" type="NUMBER" use="optional"/>
      <xs:attribute name="r-squared" type="NUMBER" use="optional"/>
      <xs:attribute name="recall" type="NUMBER" use="optional"/>
      <xs:attribute name="rootMeanSquaredError" type="NUMBER" use="optional"/>
      <xs:attribute name="specificity" type="NUMBER" use="optional"/>
      <xs:attribute name="sumSquaredError" type="NUMBER" use="optional"/>
      <xs:attribute name="sumSquaredRegression" type="NUMBER" use="optional"/>
      <xs:attribute name="targetField" type="FIELD-NAME" use="required"/>
      <xs:sequence>
        <xs:element minOccurs="0" ref="ConfusionMatrix"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="LiftData"/>
        <xs:element minOccurs="0" ref="ROC"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Predictor">
    <xs:complexType>
      <xs:attribute name="contrastMatrixType" type="xs:string"/>
      <xs:attribute name="name" type="FIELD-NAME" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="1" minOccurs="0" ref="Categories"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="Matrix"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PredictorTerm">
    <xs:complexType>
      <xs:attribute name="coefficient" type="REAL-NUMBER" use="required"/>
      <xs:attribute name="name" type="FIELD-NAME"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="1" ref="FieldRef"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="PsiVector">
    <xs:complexType>
      <xs:attribute name="targetField" type="xs:string"/>
      <xs:attribute name="variance" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Quantile">
    <xs:complexType>
      <xs:attribute name="quantileLimit" type="PERCENTAGE-NUMBER" use="required"/>
      <xs:attribute name="quantileValue" type="NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="REAL-Entries">
    <xs:simpleType>
      <xs:list itemType="xs:double"/>
    </xs:simpleType>
  </xs:element>
  <xs:element name="REAL-SparseArray">
    <xs:complexType>
      <xs:attribute default="0" name="defaultValue" type="REAL-NUMBER" use="optional"/>
      <xs:attribute name="n" type="INT-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element minOccurs="0" ref="Indices"/>
        <xs:element minOccurs="0" ref="REAL-Entries"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ROC">
    <xs:complexType>
      <xs:attribute name="negativeTargetFieldDisplayValue" type="xs:string"/>
      <xs:attribute name="negativeTargetFieldValue" type="xs:string"/>
      <xs:attribute name="positiveTargetFieldDisplayValue" type="xs:string"/>
      <xs:attribute name="positiveTargetFieldValue" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="ROCGraph"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ROCGraph">
    <xs:complexType>
      <xs:sequence>
        <xs:element minOccurs="0" ref="BoundaryValues"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="XCoordinates"/>
        <xs:element ref="YCoordinates"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="RadialBasisKernel">
    <xs:complexType>
      <xs:attribute name="description" type="xs:string" use="optional"/>
      <xs:attribute default="1" name="gamma" type="REAL-NUMBER" use="optional"/>
      <xs:attribute default="1" name="lambda" type="REAL-NUMBER" use="optional"/>
      <xs:attribute default="1" name="noiseVariance" type="REAL-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="RadialBasisKernelType">
    <xs:complexType>
      <xs:attribute name="description" type="xs:string" use="optional"/>
      <xs:attribute default="1" name="gamma" type="REAL-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="RandomLiftGraph">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="LiftGraph"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Regression">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute name="modelName" type="xs:string"/>
      <xs:attribute default="none" name="normalizationMethod" type="REGRESSIONNORMALIZATIONMETHOD"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element maxOccurs="unbounded" ref="RegressionTable"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="ResultField"/>
        <xs:element minOccurs="0" ref="Targets"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="RegressionModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="modelName" type="xs:string"/>
      <xs:attribute name="modelType" use="optional">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="linearRegression"/>
            <xs:enumeration value="logisticRegression"/>
            <xs:enumeration value="stepwisePolynomialRegression"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute default="none" name="normalizationMethod" type="REGRESSIONNORMALIZATIONMETHOD"/>
      <xs:attribute name="targetFieldName" type="FIELD-NAME" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element maxOccurs="unbounded" ref="RegressionTable"/>
        <xs:element minOccurs="0" ref="Targets"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="RegressionTable">
    <xs:complexType>
      <xs:attribute name="intercept" type="REAL-NUMBER" use="required"/>
      <xs:attribute name="targetCategory" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="CategoricalPredictor"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="NumericPredictor"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="PredictorTerm"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="RegressorValues">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="TimeSeries"/>
        <xs:element minOccurs="0" ref="TransferFunctionValues"/>
        <xs:element minOccurs="0" ref="TrendCoefficients"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ResidualSquareCoefficients">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="MACoefficients"/>
        <xs:element minOccurs="0" ref="Residuals"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Residuals">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ResultField">
    <xs:complexType>
      <xs:attribute name="dataType" type="DATATYPE"/>
      <xs:attribute name="displayName" type="xs:string"/>
      <xs:attribute name="feature" type="RESULT-FEATURE"/>
      <xs:attribute name="name" type="FIELD-NAME" use="required"/>
      <xs:attribute name="optype" type="OPTYPE"/>
      <xs:attribute name="value" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="RuleSelectionMethod">
    <xs:complexType>
      <xs:attribute name="criterion" use="required">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="firstHit"/>
            <xs:enumeration value="weightedMax"/>
            <xs:enumeration value="weightedSum"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="RuleSet">
    <xs:complexType>
      <xs:attribute name="defaultConfidence" type="NUMBER" use="optional"/>
      <xs:attribute name="defaultScore" type="xs:string" use="optional"/>
      <xs:attribute name="nbCorrect" type="NUMBER" use="optional"/>
      <xs:attribute name="recordCount" type="NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="1" ref="RuleSelectionMethod"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="ScoreDistribution"/>
        <xs:group maxOccurs="unbounded" minOccurs="0" ref="Rule"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="RuleSetModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string" use="optional"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="modelName" type="xs:string" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element ref="RuleSet"/>
        <xs:element minOccurs="0" ref="Targets"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ScoreDistribution">
    <xs:complexType>
      <xs:attribute name="confidence" type="PROB-NUMBER"/>
      <xs:attribute name="probability" type="PROB-NUMBER"/>
      <xs:attribute name="recordCount" type="NUMBER" use="required"/>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Scorecard">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute default="other" name="baselineMethod">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="max"/>
            <xs:enumeration value="mean"/>
            <xs:enumeration value="min"/>
            <xs:enumeration value="neutral"/>
            <xs:enumeration value="other"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="baselineScore" type="NUMBER"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="0" name="initialScore" type="NUMBER"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="modelName" type="xs:string"/>
      <xs:attribute default="pointsBelow" name="reasonCodeAlgorithm">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="pointsAbove"/>
            <xs:enumeration value="pointsBelow"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute default="true" name="useReasonCodes" type="xs:boolean"/>
      <xs:sequence>
        <xs:element ref="Characteristics"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element minOccurs="0" ref="Targets"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SeasonalComponent">
    <xs:complexType>
      <xs:attribute default="0" name="D" type="xs:nonNegativeInteger"/>
      <xs:attribute default="0" name="P" type="xs:nonNegativeInteger"/>
      <xs:attribute default="0" name="Q" type="xs:nonNegativeInteger"/>
      <xs:attribute name="period" type="xs:nonNegativeInteger" use="required"/>
      <xs:sequence>
        <xs:element minOccurs="0" ref="AR"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="MA"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SeasonalFactor">
    <xs:complexType>
      <xs:attribute default="0" name="difference" type="INT-NUMBER"/>
      <xs:attribute name="maximumOrder" type="INT-NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SeasonalTrendDecomposition">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Seasonality_ExpoSmooth">
    <xs:complexType>
      <xs:attribute name="delta" type="REAL-NUMBER" use="optional"/>
      <xs:attribute name="period" type="INT-NUMBER" use="required"/>
      <xs:attribute name="phase" type="INT-NUMBER" use="optional"/>
      <xs:attribute name="type" use="required">
        <xs:simpleType>
          <xs:restriction base="xs:NMTOKEN">
            <xs:enumeration value="additive"/>
            <xs:enumeration value="multiplicative"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="unit" type="xs:string" use="optional"/>
      <xs:sequence>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Segment">
    <xs:complexType>
      <xs:attribute name="id" type="xs:string" use="optional"/>
      <xs:attribute default="1" name="weight" type="NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="1" minOccurs="0" ref="VariableWeight"/>
        <xs:group ref="MODEL-ELEMENT"/>
        <xs:group ref="PREDICATE"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Segmentation">
    <xs:complexType>
      <xs:attribute default="continue" name="missingPredictionTreatment" type="MISSING-PREDICTION-TREATMENT"/>
      <xs:attribute default="1" name="missingThreshold" type="PROB-NUMBER"/>
      <xs:attribute name="multipleModelMethod" type="MULTIPLE-MODEL-METHOD" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" ref="Segment"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SelectedStateCovarianceMatrix">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="Matrix"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Sequence">
    <xs:complexType>
      <xs:attribute name="id" type="ELEMENT-ID" use="required"/>
      <xs:attribute name="numberOfSets" type="xs:nonNegativeInteger"/>
      <xs:attribute name="occurrence" type="INT-NUMBER"/>
      <xs:attribute name="support" type="REAL-NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="SetReference"/>
        <xs:element minOccurs="0" ref="Time"/>
        <xs:sequence maxOccurs="unbounded" minOccurs="0">
          <xs:group ref="FOLLOW-SET"/>
        </xs:sequence>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SequenceModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute name="avgNumberOfItemsPerTransaction" type="REAL-NUMBER"/>
      <xs:attribute name="avgNumberOfTAsPerTAGroup" type="REAL-NUMBER"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="maxNumberOfItemsPerTransaction" type="xs:nonNegativeInteger"/>
      <xs:attribute name="maxNumberOfTAsPerTAGroup" type="xs:nonNegativeInteger"/>
      <xs:attribute name="modelName" type="xs:string"/>
      <xs:attribute name="numberOfTransactionGroups" type="xs:nonNegativeInteger"/>
      <xs:attribute name="numberOfTransactions" type="xs:nonNegativeInteger"/>
      <xs:sequence>
        <xs:element minOccurs="0" ref="Constraints"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Item"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Itemset"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element maxOccurs="unbounded" ref="Sequence"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="SequenceRule"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="SetPredicate"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SequenceReference">
    <xs:complexType>
      <xs:attribute name="seqId" type="ELEMENT-ID" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SequenceRule">
    <xs:complexType>
      <xs:attribute name="confidence" type="REAL-NUMBER" use="required"/>
      <xs:attribute name="id" type="ELEMENT-ID" use="required"/>
      <xs:attribute name="lift" type="REAL-NUMBER"/>
      <xs:attribute name="numberOfSets" type="xs:nonNegativeInteger" use="required"/>
      <xs:attribute name="occurrence" type="INT-NUMBER" use="required"/>
      <xs:attribute name="support" type="REAL-NUMBER" use="required"/>
      <xs:sequence>
        <xs:element ref="AntecedentSequence"/>
        <xs:element ref="ConsequentSequence"/>
        <xs:element ref="Delimiter"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="Time"/>
        <xs:element minOccurs="0" ref="Time"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SetPredicate">
    <xs:complexType>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute name="id" type="ELEMENT-ID" use="required"/>
      <xs:attribute fixed="supersetOf" name="operator" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="STRING-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SetReference">
    <xs:complexType>
      <xs:attribute name="setId" type="ELEMENT-ID" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SigmoidKernelType">
    <xs:complexType>
      <xs:attribute default="1" name="coef0" type="REAL-NUMBER" use="optional"/>
      <xs:attribute name="description" type="xs:string" use="optional"/>
      <xs:attribute default="1" name="gamma" type="REAL-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SimplePredicate">
    <xs:complexType>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute name="operator" use="required">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="equal"/>
            <xs:enumeration value="greaterOrEqual"/>
            <xs:enumeration value="greaterThan"/>
            <xs:enumeration value="isMissing"/>
            <xs:enumeration value="isNotMissing"/>
            <xs:enumeration value="lessOrEqual"/>
            <xs:enumeration value="lessThan"/>
            <xs:enumeration value="notEqual"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="value" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SimpleRule">
    <xs:complexType>
      <xs:attribute default="1" name="confidence" type="NUMBER" use="optional"/>
      <xs:attribute name="id" type="xs:string" use="optional"/>
      <xs:attribute name="nbCorrect" type="NUMBER" use="optional"/>
      <xs:attribute name="recordCount" type="NUMBER" use="optional"/>
      <xs:attribute name="score" type="xs:string" use="required"/>
      <xs:attribute default="1" name="weight" type="NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="ScoreDistribution"/>
        <xs:group ref="PREDICATE"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SimpleSetPredicate">
    <xs:complexType>
      <xs:attribute name="booleanOperator" use="required">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="isIn"/>
            <xs:enumeration value="isNotIn"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:sequence>
        <xs:element ref="Array"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SpectralAnalysis">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="StateSpaceModel">
    <xs:complexType>
      <xs:attribute default="0" name="intercept" type="REAL-NUMBER"/>
      <xs:attribute default="none" name="period"/>
      <xs:attribute name="variance" type="REAL-NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="DynamicRegressor"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="InterceptVector"/>
        <xs:element minOccurs="0" ref="MeasurementMatrix"/>
        <xs:element minOccurs="0" ref="ObservationVarianceMatrix"/>
        <xs:element minOccurs="0" ref="PredictedStateCovarianceMatrix"/>
        <xs:element minOccurs="0" ref="PsiVector"/>
        <xs:element minOccurs="0" ref="SelectedStateCovarianceMatrix"/>
        <xs:element minOccurs="0" ref="StateVector"/>
        <xs:element minOccurs="0" ref="TransitionMatrix"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="StateVector">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SupportVector">
    <xs:complexType>
      <xs:attribute name="vectorId" type="VECTOR-ID" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SupportVectorMachine">
    <xs:complexType>
      <xs:attribute name="alternateTargetCategory" type="xs:string" use="optional"/>
      <xs:attribute name="targetCategory" type="xs:string" use="optional"/>
      <xs:attribute name="threshold" type="REAL-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element ref="Coefficients"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="SupportVectors"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SupportVectorMachineModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string" use="optional"/>
      <xs:attribute default="OneAgainstAll" name="classificationMethod" type="SVM-CLASSIFICATION-METHOD" use="optional"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute default="false" name="maxWins" type="xs:boolean"/>
      <xs:attribute name="modelName" type="xs:string" use="optional"/>
      <xs:attribute default="SupportVectors" name="svmRepresentation" type="SVM-REPRESENTATION" use="optional"/>
      <xs:attribute default="0" name="threshold" type="REAL-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element maxOccurs="unbounded" ref="SupportVectorMachine"/>
        <xs:element minOccurs="0" ref="Targets"/>
        <xs:element ref="VectorDictionary"/>
        <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:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="SupportVectors">
    <xs:complexType>
      <xs:attribute name="numberOfAttributes" type="xs:nonNegativeInteger" use="optional"/>
      <xs:attribute name="numberOfSupportVectors" type="xs:nonNegativeInteger" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" ref="SupportVector"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TableLocator">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Target">
    <xs:complexType>
      <xs:attribute name="castInteger">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="ceiling"/>
            <xs:enumeration value="floor"/>
            <xs:enumeration value="round"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="field" type="FIELD-NAME"/>
      <xs:attribute name="max" type="xs:double"/>
      <xs:attribute name="min" type="xs:double"/>
      <xs:attribute name="optype" type="OPTYPE"/>
      <xs:attribute default="0" name="rescaleConstant" type="xs:double"/>
      <xs:attribute default="1" name="rescaleFactor" type="xs:double"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="TargetValue"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TargetValue">
    <xs:complexType>
      <xs:attribute name="defaultValue" type="NUMBER"/>
      <xs:attribute name="displayValue" type="xs:string"/>
      <xs:attribute name="priorProbability" type="PROB-NUMBER"/>
      <xs:attribute name="value" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="Partition"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TargetValueCount">
    <xs:complexType>
      <xs:attribute name="count" type="REAL-NUMBER" use="required"/>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TargetValueCounts">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" ref="TargetValueCount"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TargetValueStat">
    <xs:complexType>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group minOccurs="1" ref="CONTINUOUS-DISTRIBUTION-TYPES"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TargetValueStats">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" ref="TargetValueStat"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Targets">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" ref="Target"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Taxonomy">
    <xs:complexType>
      <xs:attribute name="name" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" ref="ChildParent"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TestDistributions">
    <xs:complexType>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute name="normalizationScheme" type="xs:string" use="optional"/>
      <xs:attribute default="0.0" name="resetValue" type="REAL-NUMBER" use="optional"/>
      <xs:attribute name="testStatistic" type="BASELINE-TEST-STATISTIC" use="required"/>
      <xs:attribute name="weightField" type="FIELD-NAME" use="optional"/>
      <xs:attribute default="0" name="windowSize" type="INT-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:element minOccurs="0" ref="Alternate"/>
        <xs:element ref="Baseline"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TextCorpus">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="TextDocument"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TextDictionary">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="Taxonomy"/>
        <xs:group ref="STRING-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TextDocument">
    <xs:complexType>
      <xs:attribute name="file" type="xs:string" use="optional"/>
      <xs:attribute name="id" type="xs:string" use="required"/>
      <xs:attribute name="length" type="INT-NUMBER" use="optional"/>
      <xs:attribute name="name" type="xs:string" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TextIndex">
    <xs:complexType>
      <xs:attribute default="allHits" name="countHits">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="allHits"/>
            <xs:enumeration value="bestHits"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute default="false" name="isCaseSensitive" type="xs:boolean"/>
      <xs:attribute default="termFrequency" name="localTermWeights">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="augmentedNormalizedTermFrequency"/>
            <xs:enumeration value="binary"/>
            <xs:enumeration value="logarithmic"/>
            <xs:enumeration value="termFrequency"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute default="0" name="maxLevenshteinDistance" type="xs:integer"/>
      <xs:attribute name="textField" type="FIELD-NAME" use="required"/>
      <xs:attribute default="true" name="tokenize" type="xs:boolean"/>
      <xs:attribute default="\s+" name="wordSeparatorCharacterRE" type="xs:string"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="TextIndexNormalization"/>
        <xs:group ref="EXPRESSION"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TextIndexNormalization">
    <xs:complexType>
      <xs:attribute default="string" name="inField" type="xs:string"/>
      <xs:attribute name="isCaseSensitive" type="xs:boolean"/>
      <xs:attribute name="maxLevenshteinDistance" type="xs:integer"/>
      <xs:attribute default="stem" name="outField" type="xs:string"/>
      <xs:attribute default="false" name="recursive" type="xs:boolean"/>
      <xs:attribute default="regex" name="regexField" type="xs:string"/>
      <xs:attribute name="tokenize" type="xs:boolean"/>
      <xs:attribute name="wordSeparatorCharacterRE" type="xs:string"/>
      <xs:sequence>
        <xs:choice minOccurs="0">
          <xs:element ref="InlineTable"/>
          <xs:element ref="TableLocator"/>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TextModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="modelName" type="xs:string"/>
      <xs:attribute name="numberOfDocuments" type="xs:nonNegativeInteger" use="required"/>
      <xs:attribute name="numberOfTerms" type="xs:nonNegativeInteger" use="required"/>
      <xs:sequence>
        <xs:element ref="DocumentTermMatrix"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element minOccurs="0" ref="Targets"/>
        <xs:element ref="TextCorpus"/>
        <xs:element ref="TextDictionary"/>
        <xs:element minOccurs="0" ref="TextModelNormalization"/>
        <xs:element minOccurs="0" ref="TextModelSimiliarity"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TextModelNormalization">
    <xs:complexType>
      <xs:attribute default="none" name="documentNormalization">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="cosine"/>
            <xs:enumeration value="none"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute default="inverseDocumentFrequency" name="globalTermWeights">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="GFIDF"/>
            <xs:enumeration value="inverseDocumentFrequency"/>
            <xs:enumeration value="none"/>
            <xs:enumeration value="normal"/>
            <xs:enumeration value="probabilisticInverse"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute default="termFrequency" name="localTermWeights">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="augmentedNormalizedTermFrequency"/>
            <xs:enumeration value="binary"/>
            <xs:enumeration value="logarithmic"/>
            <xs:enumeration value="termFrequency"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TextModelSimiliarity">
    <xs:complexType>
      <xs:attribute name="similarityType">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="cosine"/>
            <xs:enumeration value="euclidean"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Theta">
    <xs:complexType>
      <xs:attribute name="i" type="INT-NUMBER"/>
      <xs:attribute name="j" type="INT-NUMBER"/>
      <xs:attribute name="theta" type="xs:double"/>
    </xs:complexType>
  </xs:element>
  <xs:element name="ThetaRecursionState">
    <xs:complexType>
      <xs:sequence>
        <xs:element ref="FinalNoise"/>
        <xs:element ref="FinalNu"/>
        <xs:element ref="FinalPredictedNoise"/>
        <xs:element ref="FinalTheta"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Time">
    <xs:complexType>
      <xs:attribute name="max" type="NUMBER"/>
      <xs:attribute name="mean" type="NUMBER"/>
      <xs:attribute name="min" type="NUMBER"/>
      <xs:attribute name="standardDeviation" type="NUMBER"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TimeAnchor">
    <xs:complexType>
      <xs:attribute name="displayName" type="xs:string" use="optional"/>
      <xs:attribute name="offset" type="INT-NUMBER"/>
      <xs:attribute name="stepsize" type="INT-NUMBER"/>
      <xs:attribute name="type" type="TIME-ANCHOR"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="TimeCycle"/>
        <xs:element maxOccurs="2" minOccurs="0" ref="TimeException"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TimeCycle">
    <xs:complexType>
      <xs:attribute name="displayName" type="xs:string" use="optional"/>
      <xs:attribute name="length" type="INT-NUMBER"/>
      <xs:attribute name="type" type="VALID-TIME-SPEC"/>
      <xs:sequence>
        <xs:group maxOccurs="1" minOccurs="0" ref="INT-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TimeException">
    <xs:complexType>
      <xs:attribute name="count" type="INT-NUMBER"/>
      <xs:attribute name="type" type="TIME-EXCEPTION-TYPE"/>
      <xs:sequence>
        <xs:group minOccurs="1" ref="INT-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TimeSeries">
    <xs:complexType>
      <xs:attribute name="endTime" type="REAL-NUMBER"/>
      <xs:attribute name="field" type="FIELD-NAME"/>
      <xs:attribute default="none" name="interpolationMethod" type="INTERPOLATION-METHOD"/>
      <xs:attribute name="startTime" type="REAL-NUMBER"/>
      <xs:attribute default="original" name="usage" type="TIMESERIES-USAGE"/>
      <xs:sequence>
        <xs:element maxOccurs="1" minOccurs="0" ref="TimeAnchor"/>
        <xs:element maxOccurs="unbounded" minOccurs="1" ref="TimeValue"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TimeSeriesModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string" use="optional"/>
      <xs:attribute name="bestFit" type="TIMESERIES-ALGORITHM" use="required"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute name="modelName" type="xs:string" use="optional"/>
      <xs:sequence>
        <xs:element minOccurs="0" ref="ARIMA"/>
        <xs:element minOccurs="0" ref="ExponentialSmoothing"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="GARCH"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element minOccurs="0" ref="SeasonalTrendDecomposition"/>
        <xs:element minOccurs="0" ref="SpectralAnalysis"/>
        <xs:element minOccurs="0" ref="StateSpaceModel"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="TimeSeries"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TimeValue">
    <xs:complexType>
      <xs:attribute name="index" type="INT-NUMBER" use="optional"/>
      <xs:attribute name="standardError" type="REAL-NUMBER" use="optional"/>
      <xs:attribute name="time" type="NUMBER" use="optional"/>
      <xs:attribute name="value" type="REAL-NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="1" minOccurs="0" ref="Timestamp"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Timestamp">
    <xs:complexType mixed="true">
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TrainingInstances">
    <xs:complexType>
      <xs:attribute name="fieldCount" type="INT-NUMBER" use="optional"/>
      <xs:attribute default="false" name="isTransformed" type="xs:boolean"/>
      <xs:attribute name="recordCount" type="INT-NUMBER" use="optional"/>
      <xs:sequence>
        <xs:choice>
          <xs:element ref="InlineTable"/>
          <xs:element ref="TableLocator"/>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="InstanceFields"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TransferFunctionValues">
    <xs:complexType>
      <xs:sequence>
        <xs:group ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TransformationDictionary">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="DefineFunction"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="DerivedField"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TransitionMatrix">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="Matrix"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TreeModel">
    <xs:complexType>
      <xs:attribute name="algorithmName" type="xs:string"/>
      <xs:attribute name="functionName" type="MINING-FUNCTION" use="required"/>
      <xs:attribute default="true" name="isScorable" type="xs:boolean"/>
      <xs:attribute default="1.0" name="missingValuePenalty" type="PROB-NUMBER"/>
      <xs:attribute default="none" name="missingValueStrategy" type="MISSING-VALUE-STRATEGY"/>
      <xs:attribute name="modelName" type="xs:string"/>
      <xs:attribute default="returnNullPrediction" name="noTrueChildStrategy" type="NO-TRUE-CHILD-STRATEGY"/>
      <xs:attribute default="multiSplit" name="splitCharacteristic">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="binarySplit"/>
            <xs:enumeration value="multiSplit"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="LocalTransformations"/>
        <xs:element ref="MiningSchema"/>
        <xs:element minOccurs="0" ref="ModelExplanation"/>
        <xs:element minOccurs="0" ref="ModelStats"/>
        <xs:element minOccurs="0" ref="ModelVerification"/>
        <xs:element ref="Node"/>
        <xs:element minOccurs="0" ref="Output"/>
        <xs:element minOccurs="0" ref="Targets"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TrendCoefficients">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="REAL-SparseArray"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Trend_ExpoSmooth">
    <xs:complexType>
      <xs:attribute name="gamma" type="REAL-NUMBER" use="optional"/>
      <xs:attribute default="1" name="phi" type="REAL-NUMBER" use="optional"/>
      <xs:attribute name="smoothedValue" type="REAL-NUMBER" use="optional"/>
      <xs:attribute default="additive" name="trend">
        <xs:simpleType>
          <xs:restriction base="xs:NMTOKEN">
            <xs:enumeration value="additive"/>
            <xs:enumeration value="damped_additive"/>
            <xs:enumeration value="damped_multiplicative"/>
            <xs:enumeration value="multiplicative"/>
            <xs:enumeration value="polynomial_exponential"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:group minOccurs="0" ref="REAL-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="TriangularDistributionForBN">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="1" minOccurs="1" ref="Lower"/>
        <xs:element maxOccurs="1" minOccurs="1" ref="Mean"/>
        <xs:element maxOccurs="1" minOccurs="1" ref="Upper"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="True">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="UniformDistribution">
    <xs:complexType>
      <xs:attribute name="lower" type="REAL-NUMBER" use="required"/>
      <xs:attribute name="upper" type="REAL-NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="UniformDistributionForBN">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="1" minOccurs="1" ref="Lower"/>
        <xs:element maxOccurs="1" minOccurs="1" ref="Upper"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="UnivariateStats">
    <xs:complexType>
      <xs:attribute name="field" type="FIELD-NAME"/>
      <xs:attribute default="0" name="weighted">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="0"/>
            <xs:enumeration value="1"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:sequence>
        <xs:element minOccurs="0" ref="Anova"/>
        <xs:element minOccurs="0" ref="ContStats"/>
        <xs:element minOccurs="0" ref="Counts"/>
        <xs:element minOccurs="0" ref="DiscrStats"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="NumericInfo"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Upper">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="EXPRESSION"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Value">
    <xs:complexType>
      <xs:attribute name="displayValue" type="xs:string"/>
      <xs:attribute default="valid" name="property">
        <xs:simpleType>
          <xs:restriction base="xs:string">
            <xs:enumeration value="invalid"/>
            <xs:enumeration value="missing"/>
            <xs:enumeration value="valid"/>
          </xs:restriction>
        </xs:simpleType>
      </xs:attribute>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="ValueProbability">
    <xs:complexType>
      <xs:attribute name="probability" type="PROB-NUMBER" use="required"/>
      <xs:attribute name="value" type="xs:string" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="VariableWeight">
    <xs:complexType>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="Variance">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="EXPRESSION"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="VarianceCoefficients">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element minOccurs="0" ref="MACoefficients"/>
        <xs:element minOccurs="0" ref="PastVariances"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="VectorDictionary">
    <xs:complexType>
      <xs:attribute name="numberOfVectors" type="xs:nonNegativeInteger" use="optional"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element ref="VectorFields"/>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="VectorInstance"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="VectorFields">
    <xs:complexType>
      <xs:attribute name="numberOfFields" type="xs:nonNegativeInteger" use="optional"/>
      <xs:sequence>
        <xs:choice maxOccurs="unbounded">
          <xs:element ref="CategoricalPredictor"/>
          <xs:element ref="FieldRef"/>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="VectorInstance">
    <xs:complexType>
      <xs:attribute name="id" type="VECTOR-ID" use="required"/>
      <xs:sequence>
        <xs:choice>
          <xs:element ref="REAL-SparseArray"/>
          <xs:group ref="REAL-ARRAY"/>
        </xs:choice>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="VerificationField">
    <xs:complexType>
      <xs:attribute name="column" type="xs:string" use="optional"/>
      <xs:attribute name="field" type="FIELD-NAME" use="required"/>
      <xs:attribute default="1E-6" name="precision" type="xs:double"/>
      <xs:attribute default="1E-16" name="zeroThreshold" type="xs:double"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="VerificationFields">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:element maxOccurs="unbounded" ref="VerificationField"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="XCoordinates">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="NUM-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="YCoordinates">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
        <xs:group ref="NUM-ARRAY"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="binarySimilarity">
    <xs:complexType>
      <xs:attribute name="c00-parameter" type="NUMBER" use="required"/>
      <xs:attribute name="c01-parameter" type="NUMBER" use="required"/>
      <xs:attribute name="c10-parameter" type="NUMBER" use="required"/>
      <xs:attribute name="c11-parameter" type="NUMBER" use="required"/>
      <xs:attribute name="d00-parameter" type="NUMBER" use="required"/>
      <xs:attribute name="d01-parameter" type="NUMBER" use="required"/>
      <xs:attribute name="d10-parameter" type="NUMBER" use="required"/>
      <xs:attribute name="d11-parameter" type="NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="chebychev">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="cityBlock">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="euclidean">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="jaccard">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="minkowski">
    <xs:complexType>
      <xs:attribute name="p-parameter" type="NUMBER" use="required"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="row">
    <xs:complexType>
      <xs:complexContent mixed="true">
        <xs:restriction base="xs:anyType">
          <xs:sequence>
            <xs:any maxOccurs="unbounded" minOccurs="2" processContents="skip"/>
          </xs:sequence>
        </xs:restriction>
      </xs:complexContent>
    </xs:complexType>
  </xs:element>
  <xs:element name="simpleMatching">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="squaredEuclidean">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:element name="tanimoto">
    <xs:complexType>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:complexType>
  </xs:element>
  <xs:group name="CONTINUOUS-DISTRIBUTION-TYPES">
    <xs:choice>
      <xs:element ref="AnyDistribution"/>
      <xs:element ref="GaussianDistribution"/>
      <xs:element ref="PoissonDistribution"/>
      <xs:element ref="UniformDistribution"/>
    </xs:choice>
  </xs:group>
  <xs:group name="DISCRETE-DISTRIBUTION-TYPES">
    <xs:choice>
      <xs:element ref="CountTable"/>
      <xs:element maxOccurs="unbounded" minOccurs="2" ref="FieldRef"/>
      <xs:element ref="NormalizedCountTable"/>
    </xs:choice>
  </xs:group>
  <xs:group name="EXPRESSION">
    <xs:choice>
      <xs:element ref="Aggregate"/>
      <xs:element ref="Apply"/>
      <xs:element ref="Constant"/>
      <xs:element ref="Discretize"/>
      <xs:element ref="FieldRef"/>
      <xs:element ref="Lag"/>
      <xs:element ref="MapValues"/>
      <xs:element ref="NormContinuous"/>
      <xs:element ref="NormDiscrete"/>
      <xs:element ref="TextIndex"/>
    </xs:choice>
  </xs:group>
  <xs:group name="EmbeddedModel">
    <xs:sequence>
      <xs:choice>
        <xs:element ref="DecisionTree"/>
        <xs:element ref="Regression"/>
      </xs:choice>
      <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
    </xs:sequence>
  </xs:group>
  <xs:group name="FOLLOW-SET">
    <xs:sequence>
      <xs:element ref="Delimiter"/>
      <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      <xs:element ref="SetReference"/>
      <xs:element minOccurs="0" ref="Time"/>
    </xs:sequence>
  </xs:group>
  <xs:group name="FrequenciesType">
    <xs:sequence>
      <xs:group maxOccurs="3" minOccurs="1" ref="NUM-ARRAY"/>
    </xs:sequence>
  </xs:group>
  <xs:group name="INT-ARRAY">
    <xs:choice>
      <xs:element ref="Array"/>
    </xs:choice>
  </xs:group>
  <xs:group name="MODEL-ELEMENT">
    <xs:choice>
      <xs:element ref="AnomalyDetectionModel"/>
      <xs:element ref="AssociationModel"/>
      <xs:element ref="BaselineModel"/>
      <xs:element ref="BayesianNetworkModel"/>
      <xs:element ref="ClusteringModel"/>
      <xs:element ref="GaussianProcessModel"/>
      <xs:element ref="GeneralRegressionModel"/>
      <xs:element ref="MiningModel"/>
      <xs:element ref="NaiveBayesModel"/>
      <xs:element ref="NearestNeighborModel"/>
      <xs:element ref="NeuralNetwork"/>
      <xs:element ref="RegressionModel"/>
      <xs:element ref="RuleSetModel"/>
      <xs:element ref="Scorecard"/>
      <xs:element ref="SequenceModel"/>
      <xs:element ref="SupportVectorMachineModel"/>
      <xs:element ref="TextModel"/>
      <xs:element ref="TimeSeriesModel"/>
      <xs:element ref="TreeModel"/>
    </xs:choice>
  </xs:group>
  <xs:group name="NUM-ARRAY">
    <xs:choice>
      <xs:element ref="Array"/>
    </xs:choice>
  </xs:group>
  <xs:group name="PREDICATE">
    <xs:choice>
      <xs:element ref="CompoundPredicate"/>
      <xs:element ref="False"/>
      <xs:element ref="SimplePredicate"/>
      <xs:element ref="SimpleSetPredicate"/>
      <xs:element ref="True"/>
    </xs:choice>
  </xs:group>
  <xs:group name="REAL-ARRAY">
    <xs:choice>
      <xs:element ref="Array"/>
    </xs:choice>
  </xs:group>
  <xs:group name="Rule">
    <xs:choice>
      <xs:element ref="CompoundRule"/>
      <xs:element ref="SimpleRule"/>
    </xs:choice>
  </xs:group>
  <xs:group name="SEQUENCE">
    <xs:sequence>
      <xs:element ref="SequenceReference"/>
      <xs:element minOccurs="0" ref="Time"/>
      <xs:sequence>
        <xs:element maxOccurs="unbounded" minOccurs="0" ref="Extension"/>
      </xs:sequence>
    </xs:sequence>
  </xs:group>
  <xs:group name="STRING-ARRAY">
    <xs:choice>
      <xs:element ref="Array"/>
    </xs:choice>
  </xs:group>
  <xs:simpleType name="ACTIVATION-FUNCTION">
    <xs:restriction base="xs:string">
      <xs:enumeration value="Elliott"/>
      <xs:enumeration value="Gauss"/>
      <xs:enumeration value="arctan"/>
      <xs:enumeration value="cosine"/>
      <xs:enumeration value="exponential"/>
      <xs:enumeration value="identity"/>
      <xs:enumeration value="logistic"/>
      <xs:enumeration value="radialBasis"/>
      <xs:enumeration value="reciprocal"/>
      <xs:enumeration value="rectifier"/>
      <xs:enumeration value="sine"/>
      <xs:enumeration value="square"/>
      <xs:enumeration value="tanh"/>
      <xs:enumeration value="threshold"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="ALGORITHM-TYPE">
    <xs:restriction base="xs:string">
      <xs:enumeration value="clusterMeanDist"/>
      <xs:enumeration value="iforest"/>
      <xs:enumeration value="ocsvm"/>
      <xs:enumeration value="other"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="BASELINE-TEST-STATISTIC">
    <xs:restriction base="xs:string">
      <xs:enumeration value="CUSUM"/>
      <xs:enumeration value="chiSquareDistribution"/>
      <xs:enumeration value="chiSquareIndependence"/>
      <xs:enumeration value="scalarProduct"/>
      <xs:enumeration value="zValue"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="BN-TYPE">
    <xs:restriction base="xs:string">
      <xs:enumeration value="General"/>
      <xs:enumeration value="Markov-blanket"/>
      <xs:enumeration value="TAN"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="CAT-SCORING-METHOD">
    <xs:restriction base="xs:string">
      <xs:enumeration value="majorityVote"/>
      <xs:enumeration value="weightedMajorityVote"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="COMPARE-FUNCTION">
    <xs:restriction base="xs:string">
      <xs:enumeration value="absDiff"/>
      <xs:enumeration value="delta"/>
      <xs:enumeration value="equal"/>
      <xs:enumeration value="gaussSim"/>
      <xs:enumeration value="table"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="CONT-SCORING-METHOD">
    <xs:restriction base="xs:string">
      <xs:enumeration value="average"/>
      <xs:enumeration value="median"/>
      <xs:enumeration value="weightedAverage"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="CUMULATIVE-LINK-FUNCTION">
    <xs:restriction base="xs:string">
      <xs:enumeration value="cauchit"/>
      <xs:enumeration value="cloglog"/>
      <xs:enumeration value="logit"/>
      <xs:enumeration value="loglog"/>
      <xs:enumeration value="probit"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="DATATYPE">
    <xs:restriction base="xs:string">
      <xs:enumeration value="boolean"/>
      <xs:enumeration value="date"/>
      <xs:enumeration value="dateDaysSince[0]"/>
      <xs:enumeration value="dateDaysSince[1960]"/>
      <xs:enumeration value="dateDaysSince[1970]"/>
      <xs:enumeration value="dateDaysSince[1980]"/>
      <xs:enumeration value="dateTime"/>
      <xs:enumeration value="dateTimeSecondsSince[0]"/>
      <xs:enumeration value="dateTimeSecondsSince[1960]"/>
      <xs:enumeration value="dateTimeSecondsSince[1970]"/>
      <xs:enumeration value="dateTimeSecondsSince[1980]"/>
      <xs:enumeration value="double"/>
      <xs:enumeration value="float"/>
      <xs:enumeration value="integer"/>
      <xs:enumeration value="string"/>
      <xs:enumeration value="time"/>
      <xs:enumeration value="timeSeconds"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="DELIMITER">
    <xs:restriction base="xs:string">
      <xs:enumeration value="acrossTimeWindows"/>
      <xs:enumeration value="sameTimeWindow"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="ELEMENT-ID">
    <xs:restriction base="xs:string"/>
  </xs:simpleType>
  <xs:simpleType name="FIELD-NAME">
    <xs:restriction base="xs:string"/>
  </xs:simpleType>
  <xs:simpleType name="FIELD-USAGE-TYPE">
    <xs:restriction base="xs:string">
      <xs:enumeration value="active"/>
      <xs:enumeration value="analysisWeight"/>
      <xs:enumeration value="frequencyWeight"/>
      <xs:enumeration value="group"/>
      <xs:enumeration value="order"/>
      <xs:enumeration value="predicted"/>
      <xs:enumeration value="supplementary"/>
      <xs:enumeration value="target"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="GAP">
    <xs:restriction base="xs:string">
      <xs:enumeration value="false"/>
      <xs:enumeration value="true"/>
      <xs:enumeration value="unknown"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="INFERENCE-TYPE">
    <xs:restriction base="xs:string">
      <xs:enumeration value="Exact"/>
      <xs:enumeration value="MCMC"/>
      <xs:enumeration value="Other"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="INT-NUMBER">
    <xs:restriction base="xs:integer"/>
  </xs:simpleType>
  <xs:simpleType name="INTERPOLATION-METHOD">
    <xs:restriction base="xs:string">
      <xs:enumeration value="cubicSpline"/>
      <xs:enumeration value="exponentialSpline"/>
      <xs:enumeration value="linear"/>
      <xs:enumeration value="none"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="INVALID-VALUE-TREATMENT-METHOD">
    <xs:restriction base="xs:string">
      <xs:enumeration value="asIs"/>
      <xs:enumeration value="asMissing"/>
      <xs:enumeration value="asValue"/>
      <xs:enumeration value="returnInvalid"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="LINK-FUNCTION">
    <xs:restriction base="xs:string">
      <xs:enumeration value="cloglog"/>
      <xs:enumeration value="identity"/>
      <xs:enumeration value="log"/>
      <xs:enumeration value="logc"/>
      <xs:enumeration value="logit"/>
      <xs:enumeration value="loglog"/>
      <xs:enumeration value="negbin"/>
      <xs:enumeration value="oddspower"/>
      <xs:enumeration value="power"/>
      <xs:enumeration value="probit"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="MINING-FUNCTION">
    <xs:restriction base="xs:string">
      <xs:enumeration value="associationRules"/>
      <xs:enumeration value="classification"/>
      <xs:enumeration value="clustering"/>
      <xs:enumeration value="mixed"/>
      <xs:enumeration value="regression"/>
      <xs:enumeration value="sequences"/>
      <xs:enumeration value="timeSeries"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="MISSING-PREDICTION-TREATMENT">
    <xs:restriction base="xs:string">
      <xs:enumeration value="continue"/>
      <xs:enumeration value="returnMissing"/>
      <xs:enumeration value="skipSegment"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="MISSING-VALUE-STRATEGY">
    <xs:restriction base="xs:string">
      <xs:enumeration value="aggregateNodes"/>
      <xs:enumeration value="defaultChild"/>
      <xs:enumeration value="lastPrediction"/>
      <xs:enumeration value="none"/>
      <xs:enumeration value="nullPrediction"/>
      <xs:enumeration value="weightedConfidence"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="MISSING-VALUE-TREATMENT-METHOD">
    <xs:restriction base="xs:string">
      <xs:enumeration value="asIs"/>
      <xs:enumeration value="asMean"/>
      <xs:enumeration value="asMedian"/>
      <xs:enumeration value="asMode"/>
      <xs:enumeration value="asValue"/>
      <xs:enumeration value="returnInvalid"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="MULTIPLE-MODEL-METHOD">
    <xs:restriction base="xs:string">
      <xs:enumeration value="average"/>
      <xs:enumeration value="majorityVote"/>
      <xs:enumeration value="max"/>
      <xs:enumeration value="median"/>
      <xs:enumeration value="modelChain"/>
      <xs:enumeration value="selectAll"/>
      <xs:enumeration value="selectFirst"/>
      <xs:enumeration value="sum"/>
      <xs:enumeration value="weightedAverage"/>
      <xs:enumeration value="weightedMajorityVote"/>
      <xs:enumeration value="weightedMedian"/>
      <xs:enumeration value="weightedSum"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="NN-NEURON-ID">
    <xs:restriction base="xs:string"/>
  </xs:simpleType>
  <xs:simpleType name="NN-NEURON-IDREF">
    <xs:restriction base="xs:string"/>
  </xs:simpleType>
  <xs:simpleType name="NN-NORMALIZATION-METHOD">
    <xs:restriction base="xs:string">
      <xs:enumeration value="none"/>
      <xs:enumeration value="simplemax"/>
      <xs:enumeration value="softmax"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="NO-TRUE-CHILD-STRATEGY">
    <xs:restriction base="xs:string">
      <xs:enumeration value="returnLastPrediction"/>
      <xs:enumeration value="returnNullPrediction"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="NUMBER">
    <xs:restriction base="xs:double"/>
  </xs:simpleType>
  <xs:simpleType name="OPTYPE">
    <xs:restriction base="xs:string">
      <xs:enumeration value="categorical"/>
      <xs:enumeration value="continuous"/>
      <xs:enumeration value="ordinal"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="OUTLIER-TREATMENT-METHOD">
    <xs:restriction base="xs:string">
      <xs:enumeration value="asExtremeValues"/>
      <xs:enumeration value="asIs"/>
      <xs:enumeration value="asMissingValues"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="PERCENTAGE-NUMBER">
    <xs:restriction base="xs:double"/>
  </xs:simpleType>
  <xs:simpleType name="PROB-NUMBER">
    <xs:restriction base="xs:double"/>
  </xs:simpleType>
  <xs:simpleType name="REAL-NUMBER">
    <xs:restriction base="xs:double"/>
  </xs:simpleType>
  <xs:simpleType name="REGRESSIONNORMALIZATIONMETHOD">
    <xs:restriction base="xs:string">
      <xs:enumeration value="cauchit"/>
      <xs:enumeration value="cloglog"/>
      <xs:enumeration value="exp"/>
      <xs:enumeration value="logit"/>
      <xs:enumeration value="loglog"/>
      <xs:enumeration value="none"/>
      <xs:enumeration value="probit"/>
      <xs:enumeration value="simplemax"/>
      <xs:enumeration value="softmax"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="RESULT-FEATURE">
    <xs:restriction base="xs:string">
      <xs:enumeration value="affinity"/>
      <xs:enumeration value="antecedent"/>
      <xs:enumeration value="clusterAffinity"/>
      <xs:enumeration value="clusterId"/>
      <xs:enumeration value="confidence"/>
      <xs:enumeration value="confidenceIntervalLower"/>
      <xs:enumeration value="confidenceIntervalUpper"/>
      <xs:enumeration value="consequent"/>
      <xs:enumeration value="decision"/>
      <xs:enumeration value="entityAffinity"/>
      <xs:enumeration value="entityId"/>
      <xs:enumeration value="leverage"/>
      <xs:enumeration value="lift"/>
      <xs:enumeration value="predictedDisplayValue"/>
      <xs:enumeration value="predictedValue"/>
      <xs:enumeration value="probability"/>
      <xs:enumeration value="reasonCode"/>
      <xs:enumeration value="residual"/>
      <xs:enumeration value="rule"/>
      <xs:enumeration value="ruleId"/>
      <xs:enumeration value="ruleValue"/>
      <xs:enumeration value="standardDeviation"/>
      <xs:enumeration value="standardError"/>
      <xs:enumeration value="support"/>
      <xs:enumeration value="transformedValue"/>
      <xs:enumeration value="warning"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="RULE-FEATURE">
    <xs:restriction base="xs:string">
      <xs:enumeration value="affinity"/>
      <xs:enumeration value="antecedent"/>
      <xs:enumeration value="confidence"/>
      <xs:enumeration value="consequent"/>
      <xs:enumeration value="leverage"/>
      <xs:enumeration value="lift"/>
      <xs:enumeration value="rule"/>
      <xs:enumeration value="ruleId"/>
      <xs:enumeration value="support"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="SVM-CLASSIFICATION-METHOD">
    <xs:restriction base="xs:string">
      <xs:enumeration value="OneAgainstAll"/>
      <xs:enumeration value="OneAgainstOne"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="SVM-REPRESENTATION">
    <xs:restriction base="xs:string">
      <xs:enumeration value="Coefficients"/>
      <xs:enumeration value="SupportVectors"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="TIME-ANCHOR">
    <xs:restriction base="xs:string">
      <xs:enumeration value="dateDaysSince[0]"/>
      <xs:enumeration value="dateDaysSince[1960]"/>
      <xs:enumeration value="dateDaysSince[1970]"/>
      <xs:enumeration value="dateDaysSince[1980]"/>
      <xs:enumeration value="dateMonthsSince[0]"/>
      <xs:enumeration value="dateMonthsSince[1960]"/>
      <xs:enumeration value="dateMonthsSince[1970]"/>
      <xs:enumeration value="dateMonthsSince[1980]"/>
      <xs:enumeration value="dateTimeMillisecondsSince[0]"/>
      <xs:enumeration value="dateTimeMillisecondsSince[1960]"/>
      <xs:enumeration value="dateTimeMillisecondsSince[1970]"/>
      <xs:enumeration value="dateTimeMillisecondsSince[1980]"/>
      <xs:enumeration value="dateTimeSecondsSince[0]"/>
      <xs:enumeration value="dateTimeSecondsSince[1960]"/>
      <xs:enumeration value="dateTimeSecondsSince[1970]"/>
      <xs:enumeration value="dateTimeSecondsSince[1980]"/>
      <xs:enumeration value="dateYearsSince[0]"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="TIME-EXCEPTION-TYPE">
    <xs:restriction base="xs:string">
      <xs:enumeration value="exclude"/>
      <xs:enumeration value="include"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="TIMESERIES-ALGORITHM">
    <xs:restriction base="xs:string">
      <xs:enumeration value="ARIMA"/>
      <xs:enumeration value="ExponentialSmoothing"/>
      <xs:enumeration value="GARCH"/>
      <xs:enumeration value="SeasonalTrendDecomposition"/>
      <xs:enumeration value="SpectralAnalysis"/>
      <xs:enumeration value="StateSpaceModel"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="TIMESERIES-USAGE">
    <xs:restriction base="xs:string">
      <xs:enumeration value="logical"/>
      <xs:enumeration value="original"/>
      <xs:enumeration value="prediction"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="VALID-TIME-SPEC">
    <xs:restriction base="xs:string">
      <xs:enumeration value="excludeFromTo"/>
      <xs:enumeration value="excludeSet"/>
      <xs:enumeration value="includeAll"/>
      <xs:enumeration value="includeFromTo"/>
      <xs:enumeration value="includeSet"/>
    </xs:restriction>
  </xs:simpleType>
  <xs:simpleType name="VECTOR-ID">
    <xs:restriction base="xs:string"/>
  </xs:simpleType>
</xs:schema>