[id='ai-pmml-ref_{context}']

= Credit card transaction dispute exercise PMML file
Use the following XML content to create the `dtree_risk_predictor.pmml` file in the xref:ai-gsg_{context}[] exercise.

[source, xml]
----
<?xml version="1.0" encoding="UTF-8"?>
<PMML xmlns="http://www.dmg.org/PMML-4_2" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" version="4.2" xsi:schemaLocation="http://www.dmg.org/PMML-4_2 http://www.dmg.org/v4-2-1/pmml-4-2.xsd">
  <Header copyright="Copyright (c) 2018 Software AG" description="Default Description">
    <Application name="Nyoka" version="4.3.0" />
    <Timestamp>2020-10-09 14:27:26.622723</Timestamp>
  </Header>
  <DataDictionary numberOfFields="3">
    <DataField name="amount" optype="continuous" dataType="double" />
    <DataField name="holder_index" optype="continuous" dataType="double" />
    <DataField name="dispute_risk" optype="categorical" dataType="integer">
      <Value value="1" />
      <Value value="2" />
      <Value value="3" />
      <Value value="4" />
      <Value value="5" />
    </DataField>
  </DataDictionary>
  <TreeModel modelName="DecisionTreeClassifier" functionName="classification" missingValuePenalty="1.0">
    <MiningSchema>
      <MiningField name="amount" usageType="active" optype="continuous" />
      <MiningField name="holder_index" usageType="active" optype="continuous" />
      <MiningField name="dispute_risk" usageType="target" optype="categorical" />
    </MiningSchema>
    <Output>
      <OutputField name="probability_1" optype="continuous" dataType="double" feature="probability" value="1" />
      <OutputField name="probability_2" optype="continuous" dataType="double" feature="probability" value="2" />
      <OutputField name="probability_3" optype="continuous" dataType="double" feature="probability" value="3" />
      <OutputField name="probability_4" optype="continuous" dataType="double" feature="probability" value="4" />
      <OutputField name="probability_5" optype="continuous" dataType="double" feature="probability" value="5" />
      <OutputField name="predicted_dispute_risk" optype="categorical" dataType="integer" feature="predictedValue" />
    </Output>
    <Node id="0" recordCount="600.0">
      <True />
      <Node id="1" recordCount="200.0">
        <SimplePredicate field="amount" operator="lessOrEqual" value="99.94000244140625" />
        <Node id="2" score="2" recordCount="55.0">
          <SimplePredicate field="holder_index" operator="lessOrEqual" value="0.5" />
          <ScoreDistribution value="1" recordCount="0.0" confidence="0.0" />
          <ScoreDistribution value="2" recordCount="55.0" confidence="1.0" />
          <ScoreDistribution value="3" recordCount="0.0" confidence="0.0" />
          <ScoreDistribution value="4" recordCount="0.0" confidence="0.0" />
          <ScoreDistribution value="5" recordCount="0.0" confidence="0.0" />
        </Node>
        <Node id="3" score="1" recordCount="145.0">
          <SimplePredicate field="holder_index" operator="greaterThan" value="0.5" />
          <ScoreDistribution value="1" recordCount="145.0" confidence="1.0" />
          <ScoreDistribution value="2" recordCount="0.0" confidence="0.0" />
          <ScoreDistribution value="3" recordCount="0.0" confidence="0.0" />
          <ScoreDistribution value="4" recordCount="0.0" confidence="0.0" />
          <ScoreDistribution value="5" recordCount="0.0" confidence="0.0" />
        </Node>
      </Node>
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        <SimplePredicate field="amount" operator="greaterThan" value="99.94000244140625" />
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          <SimplePredicate field="holder_index" operator="lessOrEqual" value="0.5" />
          <Node id="6" score="3" recordCount="54.0">
            <SimplePredicate field="amount" operator="lessOrEqual" value="150.4550018310547" />
            <ScoreDistribution value="1" recordCount="0.0" confidence="0.0" />
            <ScoreDistribution value="2" recordCount="0.0" confidence="0.0" />
            <ScoreDistribution value="3" recordCount="54.0" confidence="1.0" />
            <ScoreDistribution value="4" recordCount="0.0" confidence="0.0" />
            <ScoreDistribution value="5" recordCount="0.0" confidence="0.0" />
          </Node>
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            <SimplePredicate field="amount" operator="greaterThan" value="150.4550018310547" />
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              <SimplePredicate field="amount" operator="lessOrEqual" value="200.00499725341797" />
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                <SimplePredicate field="amount" operator="lessOrEqual" value="195.4949951171875" />
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                  <SimplePredicate field="amount" operator="lessOrEqual" value="152.2050018310547" />
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                    <SimplePredicate field="amount" operator="lessOrEqual" value="151.31500244140625" />
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                    <ScoreDistribution value="2" recordCount="0.0" confidence="0.0" />
                    <ScoreDistribution value="3" recordCount="0.0" confidence="0.0" />
                    <ScoreDistribution value="4" recordCount="1.0" confidence="1.0" />
                    <ScoreDistribution value="5" recordCount="0.0" confidence="0.0" />
                  </Node>
                  <Node id="12" score="3" recordCount="1.0">
                    <SimplePredicate field="amount" operator="greaterThan" value="151.31500244140625" />
                    <ScoreDistribution value="1" recordCount="0.0" confidence="0.0" />
                    <ScoreDistribution value="2" recordCount="0.0" confidence="0.0" />
                    <ScoreDistribution value="3" recordCount="1.0" confidence="1.0" />
                    <ScoreDistribution value="4" recordCount="0.0" confidence="0.0" />
                    <ScoreDistribution value="5" recordCount="0.0" confidence="0.0" />
                  </Node>
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                  <SimplePredicate field="amount" operator="greaterThan" value="152.2050018310547" />
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                    <SimplePredicate field="amount" operator="lessOrEqual" value="176.5050048828125" />
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                      <SimplePredicate field="amount" operator="lessOrEqual" value="176.06500244140625" />
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                        <SimplePredicate field="amount" operator="lessOrEqual" value="166.6449966430664" />
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                        <ScoreDistribution value="3" recordCount="0.0" confidence="0.0" />
                        <ScoreDistribution value="4" recordCount="9.0" confidence="1.0" />
                        <ScoreDistribution value="5" recordCount="0.0" confidence="0.0" />
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                        <SimplePredicate field="amount" operator="greaterThan" value="166.6449966430664" />
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                          <SimplePredicate field="amount" operator="lessOrEqual" value="167.97999572753906" />
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                          <ScoreDistribution value="3" recordCount="1.0" confidence="1.0" />
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                          <ScoreDistribution value="5" recordCount="0.0" confidence="0.0" />
                        </Node>
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                          <SimplePredicate field="amount" operator="greaterThan" value="167.97999572753906" />
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                          <ScoreDistribution value="4" recordCount="9.0" confidence="1.0" />
                          <ScoreDistribution value="5" recordCount="0.0" confidence="0.0" />
                        </Node>
                      </Node>
                    </Node>
                    <Node id="20" score="3" recordCount="1.0">
                      <SimplePredicate field="amount" operator="greaterThan" value="176.06500244140625" />
                      <ScoreDistribution value="1" recordCount="0.0" confidence="0.0" />
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                      <ScoreDistribution value="3" recordCount="1.0" confidence="1.0" />
                      <ScoreDistribution value="4" recordCount="0.0" confidence="0.0" />
                      <ScoreDistribution value="5" recordCount="0.0" confidence="0.0" />
                    </Node>
                  </Node>
                  <Node id="21" score="4" recordCount="14.0">
                    <SimplePredicate field="amount" operator="greaterThan" value="176.5050048828125" />
                    <ScoreDistribution value="1" recordCount="0.0" confidence="0.0" />
                    <ScoreDistribution value="2" recordCount="0.0" confidence="0.0" />
                    <ScoreDistribution value="3" recordCount="0.0" confidence="0.0" />
                    <ScoreDistribution value="4" recordCount="14.0" confidence="1.0" />
                    <ScoreDistribution value="5" recordCount="0.0" confidence="0.0" />
                  </Node>
                </Node>
              </Node>
              <Node id="22" recordCount="4.0">
                <SimplePredicate field="amount" operator="greaterThan" value="195.4949951171875" />
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                  <SimplePredicate field="amount" operator="lessOrEqual" value="195.76499938964844" />
                  <ScoreDistribution value="1" recordCount="0.0" confidence="0.0" />
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                  <SimplePredicate field="amount" operator="greaterThan" value="195.76499938964844" />
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                    <SimplePredicate field="amount" operator="lessOrEqual" value="196.74500274658203" />
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                    <ScoreDistribution value="5" recordCount="0.0" confidence="0.0" />
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                    <SimplePredicate field="amount" operator="greaterThan" value="196.74500274658203" />
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                      <SimplePredicate field="amount" operator="lessOrEqual" value="197.5800018310547" />
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                      <ScoreDistribution value="5" recordCount="0.0" confidence="0.0" />
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                      <SimplePredicate field="amount" operator="greaterThan" value="197.5800018310547" />
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              <ScoreDistribution value="5" recordCount="11.0" confidence="1.0" />
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          <SimplePredicate field="holder_index" operator="greaterThan" value="0.5" />
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            <SimplePredicate field="amount" operator="lessOrEqual" value="150.93499755859375" />
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  </TreeModel>
</PMML>
----
