mirror of
https://github.com/hanzo-ml/kserve.git
synced 2026-10-30 20:53:49 +00:00
118 lines
5.2 KiB
XML
118 lines
5.2 KiB
XML
<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
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<PMML xmlns="http://www.dmg.org/PMML-4_4" xmlns:data="http://jpmml.org/jpmml-model/InlineTable" version="4.4">
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<Header>
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<Application name="JPMML-SparkML" version="1.6.3"/>
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<Timestamp>2021-03-07T18:49:32Z</Timestamp>
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</Header>
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<DataDictionary>
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<DataField name="Species" optype="categorical" dataType="string">
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<Value value="Iris-setosa"/>
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<Value value="Iris-versicolor"/>
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<Value value="Iris-virginica"/>
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</DataField>
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<DataField name="Sepal_Length" optype="continuous" dataType="double"/>
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<DataField name="Petal_Length" optype="continuous" dataType="double"/>
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<DataField name="Petal_Width" optype="continuous" dataType="double"/>
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</DataDictionary>
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<TransformationDictionary/>
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<TreeModel functionName="classification" missingValueStrategy="nullPrediction">
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<MiningSchema>
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<MiningField name="Species" usageType="target"/>
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<MiningField name="Sepal_Length"/>
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<MiningField name="Petal_Length"/>
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<MiningField name="Petal_Width"/>
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</MiningSchema>
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<Output>
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<OutputField name="pmml(prediction)" optype="categorical" dataType="string" isFinalResult="false"/>
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<OutputField name="prediction" optype="continuous" dataType="double" feature="transformedValue">
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<MapValues outputColumn="data:output" dataType="double">
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<FieldColumnPair field="pmml(prediction)" column="data:input"/>
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<InlineTable>
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<row>
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<data:input>Iris-setosa</data:input>
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<data:output>0</data:output>
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</row>
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<row>
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<data:input>Iris-versicolor</data:input>
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<data:output>1</data:output>
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</row>
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<row>
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<data:input>Iris-virginica</data:input>
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<data:output>2</data:output>
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</row>
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</InlineTable>
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</MapValues>
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</OutputField>
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<OutputField name="probability(Iris-setosa)" optype="continuous" dataType="double" feature="probability" value="Iris-setosa"/>
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<OutputField name="probability(Iris-versicolor)" optype="continuous" dataType="double" feature="probability" value="Iris-versicolor"/>
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<OutputField name="probability(Iris-virginica)" optype="continuous" dataType="double" feature="probability" value="Iris-virginica"/>
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</Output>
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<Node>
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<True/>
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<Node score="Iris-setosa" recordCount="50">
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<SimplePredicate field="Petal_Length" operator="lessOrEqual" value="2.45"/>
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<ScoreDistribution value="Iris-setosa" recordCount="50"/>
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<ScoreDistribution value="Iris-versicolor" recordCount="0"/>
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<ScoreDistribution value="Iris-virginica" recordCount="0"/>
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</Node>
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<Node>
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<SimplePredicate field="Petal_Width" operator="lessOrEqual" value="1.75"/>
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<Node>
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<SimplePredicate field="Petal_Length" operator="lessOrEqual" value="4.95"/>
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<Node score="Iris-versicolor" recordCount="47">
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<SimplePredicate field="Petal_Width" operator="lessOrEqual" value="1.65"/>
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<ScoreDistribution value="Iris-setosa" recordCount="0"/>
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<ScoreDistribution value="Iris-versicolor" recordCount="47"/>
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<ScoreDistribution value="Iris-virginica" recordCount="0"/>
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</Node>
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<Node score="Iris-virginica" recordCount="1">
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<True/>
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<ScoreDistribution value="Iris-setosa" recordCount="0"/>
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<ScoreDistribution value="Iris-versicolor" recordCount="0"/>
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<ScoreDistribution value="Iris-virginica" recordCount="1"/>
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</Node>
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</Node>
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<Node score="Iris-virginica" recordCount="3">
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<SimplePredicate field="Petal_Width" operator="lessOrEqual" value="1.55"/>
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<ScoreDistribution value="Iris-setosa" recordCount="0"/>
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<ScoreDistribution value="Iris-versicolor" recordCount="0"/>
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<ScoreDistribution value="Iris-virginica" recordCount="3"/>
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</Node>
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<Node score="Iris-versicolor" recordCount="2">
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<SimplePredicate field="Sepal_Length" operator="lessOrEqual" value="6.75"/>
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<ScoreDistribution value="Iris-setosa" recordCount="0"/>
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<ScoreDistribution value="Iris-versicolor" recordCount="2"/>
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<ScoreDistribution value="Iris-virginica" recordCount="0"/>
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</Node>
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<Node score="Iris-virginica" recordCount="1">
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<True/>
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<ScoreDistribution value="Iris-setosa" recordCount="0"/>
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<ScoreDistribution value="Iris-versicolor" recordCount="0"/>
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<ScoreDistribution value="Iris-virginica" recordCount="1"/>
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</Node>
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</Node>
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<Node>
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<SimplePredicate field="Petal_Length" operator="lessOrEqual" value="4.85"/>
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<Node score="Iris-versicolor" recordCount="1">
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<SimplePredicate field="Sepal_Length" operator="lessOrEqual" value="5.95"/>
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<ScoreDistribution value="Iris-setosa" recordCount="0"/>
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<ScoreDistribution value="Iris-versicolor" recordCount="1"/>
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<ScoreDistribution value="Iris-virginica" recordCount="0"/>
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</Node>
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<Node score="Iris-virginica" recordCount="2">
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<True/>
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<ScoreDistribution value="Iris-setosa" recordCount="0"/>
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<ScoreDistribution value="Iris-versicolor" recordCount="0"/>
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<ScoreDistribution value="Iris-virginica" recordCount="2"/>
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</Node>
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</Node>
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<Node score="Iris-virginica" recordCount="43">
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<True/>
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<ScoreDistribution value="Iris-setosa" recordCount="0"/>
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<ScoreDistribution value="Iris-versicolor" recordCount="0"/>
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<ScoreDistribution value="Iris-virginica" recordCount="43"/>
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</Node>
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</Node>
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</TreeModel>
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</PMML>
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