48 lines
2.1 KiB
XML
48 lines
2.1 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="SkLearn2PMML package" version="0.119.1"/>
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<Timestamp>2025-06-21T20:20:46Z</Timestamp>
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</Header>
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<MiningBuildTask>
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<Extension name="repr">PMMLPipeline(steps=[('regressor', DecisionTreeRegressor(max_depth=2, random_state=1234))])</Extension>
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</MiningBuildTask>
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<DataDictionary>
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<DataField name="Price" optype="continuous" dataType="double"/>
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<DataField name="Rooms" optype="continuous" dataType="float"/>
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<DataField name="Type" optype="continuous" dataType="float"/>
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<DataField name="Regionname_Southern_Metropolitan" optype="continuous" dataType="float"/>
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</DataDictionary>
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<TreeModel functionName="regression" algorithmName="sklearn.tree._classes.DecisionTreeRegressor" missingValueStrategy="nullPrediction" noTrueChildStrategy="returnLastPrediction">
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<MiningSchema>
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<MiningField name="Price" usageType="target"/>
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<MiningField name="Rooms"/>
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<MiningField name="Type"/>
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<MiningField name="Regionname_Southern_Metropolitan"/>
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</MiningSchema>
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<LocalTransformations>
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<DerivedField name="double(Rooms)" optype="continuous" dataType="double">
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<FieldRef field="Rooms"/>
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</DerivedField>
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<DerivedField name="double(Type)" optype="continuous" dataType="double">
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<FieldRef field="Type"/>
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</DerivedField>
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<DerivedField name="double(Regionname_Southern_Metropolitan)" optype="continuous" dataType="double">
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<FieldRef field="Regionname_Southern_Metropolitan"/>
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</DerivedField>
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</LocalTransformations>
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<Node score="2113002.898989899">
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<True/>
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<Node score="682863.3751581077">
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<SimplePredicate field="double(Rooms)" operator="lessOrEqual" value="3.5"/>
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<Node score="1077045.4976463942">
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<SimplePredicate field="double(Type)" operator="lessOrEqual" value="1.5"/>
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</Node>
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</Node>
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<Node score="1163850.4992142483">
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<SimplePredicate field="double(Regionname_Southern_Metropolitan)" operator="lessOrEqual" value="0.5"/>
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</Node>
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</Node>
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</TreeModel>
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</PMML>
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