<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
<PMML xmlns="http://www.dmg.org/PMML-4_4" xmlns:data="http://jpmml.org/jpmml-model/InlineTable" version="4.4">
	<Header>
		<Application name="SkLearn2PMML package" version="0.119.1"/>
		<Timestamp>2025-06-21T20:20:46Z</Timestamp>
	</Header>
	<MiningBuildTask>
		<Extension name="repr">PMMLPipeline(steps=[('regressor', DecisionTreeRegressor(max_depth=2, random_state=1234))])</Extension>
	</MiningBuildTask>
	<DataDictionary>
		<DataField name="Price" optype="continuous" dataType="double"/>
		<DataField name="Rooms" optype="continuous" dataType="float"/>
		<DataField name="Type" optype="continuous" dataType="float"/>
		<DataField name="Regionname_Southern_Metropolitan" optype="continuous" dataType="float"/>
	</DataDictionary>
	<TreeModel functionName="regression" algorithmName="sklearn.tree._classes.DecisionTreeRegressor" missingValueStrategy="nullPrediction" noTrueChildStrategy="returnLastPrediction">
		<MiningSchema>
			<MiningField name="Price" usageType="target"/>
			<MiningField name="Rooms"/>
			<MiningField name="Type"/>
			<MiningField name="Regionname_Southern_Metropolitan"/>
		</MiningSchema>
		<LocalTransformations>
			<DerivedField name="double(Rooms)" optype="continuous" dataType="double">
				<FieldRef field="Rooms"/>
			</DerivedField>
			<DerivedField name="double(Type)" optype="continuous" dataType="double">
				<FieldRef field="Type"/>
			</DerivedField>
			<DerivedField name="double(Regionname_Southern_Metropolitan)" optype="continuous" dataType="double">
				<FieldRef field="Regionname_Southern_Metropolitan"/>
			</DerivedField>
		</LocalTransformations>
		<Node score="2113002.898989899">
			<True/>
			<Node score="682863.3751581077">
				<SimplePredicate field="double(Rooms)" operator="lessOrEqual" value="3.5"/>
				<Node score="1077045.4976463942">
					<SimplePredicate field="double(Type)" operator="lessOrEqual" value="1.5"/>
				</Node>
			</Node>
			<Node score="1163850.4992142483">
				<SimplePredicate field="double(Regionname_Southern_Metropolitan)" operator="lessOrEqual" value="0.5"/>
			</Node>
		</Node>
	</TreeModel>
</PMML>
