<?xml version="1.0" encoding="utf-8" standalone="yes"?>
  <PMML version="3.1"
   xmlns="http://www.dmg.org/PMML-3_1"
   xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
    <Header copyright="Copyright(c) 2002 SAS Institute Inc., Cary, NC, USA. All Rights Reserved.">
    <Application name="SAS(r)" version="9.2"/>
    <Timestamp>2009-09-17 14:26:25</Timestamp>
    </Header>
    <DataDictionary numberOfFields="5">
      <DataField name="sepal_length" optype="continuous" dataType="double"/>
      <DataField name="sepal_width" optype="continuous" dataType="double"/>
      <DataField name="petal_length" optype="continuous" dataType="double"/>
      <DataField name="petal_width" optype="continuous" dataType="double"/>
      <DataField name="species" optype="categorical" dataType="string"/>
    </DataDictionary>
    <TransformationDictionary/>
    <ClusteringModel modelName="VQ" functionName="clustering" modelClass="centerBased" numberOfClusters="3">
      <!-- PMML from PROC DMVQ -->
      <MiningSchema>
        <MiningField name="sepal_length" usageType="active" optype="continuous" outliers="asIs" missingValueReplacement="5.84333333333333" missingValueTreatment="asMean"/>
        <MiningField name="sepal_width" usageType="active" optype="continuous" outliers="asIs" missingValueReplacement="3.054" missingValueTreatment="asMean"/>
        <MiningField name="petal_length" usageType="active" optype="continuous" outliers="asIs" missingValueReplacement="3.75866666666667" missingValueTreatment="asMean"/>
        <MiningField name="petal_width" usageType="active" optype="continuous" outliers="asIs" missingValueReplacement="1.19866666666666" missingValueTreatment="asMean"/>
      </MiningSchema>
      <LocalTransformations>
        <DerivedField name="T_sepal_length" optype="continuous" dataType="double">
          <NormContinuous field="sepal_length">
            <LinearNorm orig="5.84333333333333" norm="0"/>
            <LinearNorm orig="6.84333333333333" norm="1.20763302134096"/>
          </NormContinuous>
        </DerivedField>
        <DerivedField name="T_sepal_width" optype="continuous" dataType="double">
          <NormContinuous field="sepal_width">
            <LinearNorm orig="3.054" norm="0"/>
            <LinearNorm orig="4.054" norm="2.30630332039746"/>
          </NormContinuous>
        </DerivedField>
        <DerivedField name="T_petal_length" optype="continuous" dataType="double">
          <NormContinuous field="petal_length">
            <LinearNorm orig="3.75866666666667" norm="0"/>
            <LinearNorm orig="4.75866666666667" norm="0.56675834664566"/>
          </NormContinuous>
        </DerivedField>
        <DerivedField name="T_petal_width" optype="continuous" dataType="double">
          <NormContinuous field="petal_width">
            <LinearNorm orig="1.19866666666666" norm="0"/>
            <LinearNorm orig="2.19866666666666" norm="1.3103399393571"/>
          </NormContinuous>
        </DerivedField>
      </LocalTransformations>
      <ComparisonMeasure kind="distance" compareFunction="absDiff">
        <euclidean/>
      </ComparisonMeasure>
      <CenterFields>
        <DerivedField name="T_sepal_length++" optype="continuous" dataType="double">
          <FieldRef field="T_sepal_length"/>
        </DerivedField>
        <DerivedField name="T_sepal_width++" optype="continuous" dataType="double">
          <FieldRef field="T_sepal_width"/>
        </DerivedField>
        <DerivedField name="T_petal_length++" optype="continuous" dataType="double">
          <FieldRef field="T_petal_length"/>
        </DerivedField>
        <DerivedField name="T_petal_width++" optype="continuous" dataType="double">
          <FieldRef field="T_petal_width"/>
        </DerivedField>
      </CenterFields>
      <MissingValueWeights>
        <Array n="4" type="real">1 1 1 1</Array>
      </MissingValueWeights>
      <Cluster>
        <Array n="4" type="real">-0.9987207238396 0.89211577826149 -1.29862458061619 -1.25243539346551</Array>
      </Cluster>
      <Cluster>
        <Array n="4" type="real">-0.16784348803855 -0.96684246153358 0.25875393385553 0.17550959013823</Array>
      </Cluster>
      <Cluster>
        <Array n="4" type="real">1.03014756214388 0.01383781992238 0.94054406350616 0.96901623879002</Array>
      </Cluster>
    </ClusteringModel>
  </PMML>
