<?xml version="1.0" encoding="UTF-8"?>
<PMML version="4.1" xmlns="http://www.dmg.org/PMML-4_1">
  <Header copyright="KNIME">
    <Application name="KNIME" version="2.8.0"/>
  </Header>
  <DataDictionary numberOfFields="5">
    <DataField name="sepal_length" optype="continuous" dataType="double">
      <Interval closure="closedClosed" leftMargin="4.3" rightMargin="7.9"/>
    </DataField>
    <DataField name="sepal_width" optype="continuous" dataType="double">
      <Interval closure="closedClosed" leftMargin="2.0" rightMargin="4.4"/>
    </DataField>
    <DataField name="petal_length" optype="continuous" dataType="double">
      <Interval closure="closedClosed" leftMargin="1.0" rightMargin="6.9"/>
    </DataField>
    <DataField name="petal_width" optype="continuous" dataType="double">
      <Interval closure="closedClosed" leftMargin="0.1" rightMargin="2.5"/>
    </DataField>
    <DataField name="class" optype="continuous" dataType="string"/>
  </DataDictionary>
  <ClusteringModel modelName="SingleIrisKMeansClustering" functionName="clustering" modelClass="centerBased" numberOfClusters="4">
    <MiningSchema>
      <MiningField name="sepal_length" invalidValueTreatment="asIs"/>
      <MiningField name="sepal_width" invalidValueTreatment="asIs"/>
      <MiningField name="petal_length" invalidValueTreatment="asIs"/>
      <MiningField name="petal_width" invalidValueTreatment="asIs"/>
      <MiningField name="class" usageType="predicted"/>
    </MiningSchema>
    <ComparisonMeasure kind="distance">
      <squaredEuclidean/>
    </ComparisonMeasure>
    <ClusteringField field="sepal_length" compareFunction="absDiff"/>
    <ClusteringField field="sepal_width" compareFunction="absDiff"/>
    <ClusteringField field="petal_length" compareFunction="absDiff"/>
    <ClusteringField field="petal_width" compareFunction="absDiff"/>
    <Cluster name="cluster_1" size="32">
      <Array n="4" type="real">6.9125000000000005 3.099999999999999 5.846874999999999 2.1312499999999996</Array>
    </Cluster>
    <Cluster name="cluster_2" size="41">
      <Array n="4" type="real">6.23658536585366 2.8585365853658535 4.807317073170731 1.6219512195121943</Array>
    </Cluster>
    <Cluster name="cluster_3" size="50">
      <Array n="4" type="real">5.005999999999999 3.4180000000000006 1.464 0.2439999999999999</Array>
    </Cluster>
    <Cluster name="cluster_4" size="27">
      <Array n="4" type="real">5.529629629629629 2.6222222222222222 3.940740740740741 1.2185185185185188</Array>
    </Cluster>
  </ClusteringModel>
</PMML>
