<?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', LinearRegression())])</Extension>
	</MiningBuildTask>
	<DataDictionary>
		<DataField name="Price" optype="continuous" dataType="double"/>
		<DataField name="Rooms" optype="continuous" dataType="double"/>
		<DataField name="Type" optype="continuous" dataType="double"/>
		<DataField name="Distance" optype="continuous" dataType="double"/>
		<DataField name="Bathroom" optype="continuous" dataType="double"/>
		<DataField name="Car" optype="continuous" dataType="double"/>
		<DataField name="logLandsize" optype="continuous" dataType="double"/>
		<DataField name="logBuildingArea" optype="continuous" dataType="double"/>
		<DataField name="YearBuilt" optype="continuous" dataType="double"/>
		<DataField name="CouncilArea" optype="continuous" dataType="double"/>
		<DataField name="Lattitude" optype="continuous" dataType="double"/>
		<DataField name="Longtitude" optype="continuous" dataType="double"/>
		<DataField name="Propertycount" optype="continuous" dataType="double"/>
		<DataField name="Method_S" optype="continuous" dataType="double"/>
		<DataField name="Method_SP" optype="continuous" dataType="double"/>
		<DataField name="Method_VB" optype="continuous" dataType="double"/>
		<DataField name="Regionname_Northern_Metropolitan" optype="continuous" dataType="double"/>
		<DataField name="Regionname_South_Eastern_Metropolitan" optype="continuous" dataType="double"/>
		<DataField name="Regionname_Southern_Metropolitan" optype="continuous" dataType="double"/>
		<DataField name="Regionname_Victoria" optype="continuous" dataType="double"/>
		<DataField name="Regionname_Western_Metropolitan" optype="continuous" dataType="double"/>
		<DataField name="month" optype="continuous" dataType="double"/>
		<DataField name="year" optype="continuous" dataType="double"/>
		<DataField name="day_of_week" optype="continuous" dataType="double"/>
	</DataDictionary>
	<RegressionModel functionName="regression" algorithmName="sklearn.linear_model._base.LinearRegression">
		<MiningSchema>
			<MiningField name="Price" usageType="target"/>
			<MiningField name="Rooms"/>
			<MiningField name="Type"/>
			<MiningField name="Distance"/>
			<MiningField name="Bathroom"/>
			<MiningField name="Car"/>
			<MiningField name="logLandsize"/>
			<MiningField name="logBuildingArea"/>
			<MiningField name="YearBuilt"/>
			<MiningField name="CouncilArea"/>
			<MiningField name="Lattitude"/>
			<MiningField name="Longtitude"/>
			<MiningField name="Propertycount"/>
			<MiningField name="Method_S"/>
			<MiningField name="Method_SP"/>
			<MiningField name="Method_VB"/>
			<MiningField name="Regionname_Northern_Metropolitan"/>
			<MiningField name="Regionname_South_Eastern_Metropolitan"/>
			<MiningField name="Regionname_Southern_Metropolitan"/>
			<MiningField name="Regionname_Victoria"/>
			<MiningField name="Regionname_Western_Metropolitan"/>
			<MiningField name="month"/>
			<MiningField name="year"/>
			<MiningField name="day_of_week"/>
		</MiningSchema>
		<RegressionTable intercept="-1.486001530644718E8">
			<NumericPredictor name="Rooms" coefficient="238730.9316843776"/>
			<NumericPredictor name="Type" coefficient="-144127.0462703874"/>
			<NumericPredictor name="Distance" coefficient="-41158.74149442419"/>
			<NumericPredictor name="Bathroom" coefficient="155233.18486695606"/>
			<NumericPredictor name="Car" coefficient="41608.24584805156"/>
			<NumericPredictor name="logLandsize" coefficient="82294.47642306813"/>
			<NumericPredictor name="logBuildingArea" coefficient="297716.9070603722"/>
			<NumericPredictor name="YearBuilt" coefficient="-2767.549042441214"/>
			<NumericPredictor name="CouncilArea" coefficient="-4929.3735515952385"/>
			<NumericPredictor name="Lattitude" coefficient="-511115.932452351"/>
			<NumericPredictor name="Longtitude" coefficient="179228.15909129355"/>
			<NumericPredictor name="Propertycount" coefficient="-1.5874021046959097"/>
			<NumericPredictor name="Method_S" coefficient="70775.86711001841"/>
			<NumericPredictor name="Method_SP" coefficient="7998.548503785693"/>
			<NumericPredictor name="Method_VB" coefficient="33895.327337749855"/>
			<NumericPredictor name="Regionname_Northern_Metropolitan" coefficient="-173563.80389381657"/>
			<NumericPredictor name="Regionname_South_Eastern_Metropolitan" coefficient="107806.72896395726"/>
			<NumericPredictor name="Regionname_Southern_Metropolitan" coefficient="239261.2304157773"/>
			<NumericPredictor name="Regionname_Victoria" coefficient="281825.04678020324"/>
			<NumericPredictor name="Regionname_Western_Metropolitan" coefficient="-226744.90218339747"/>
			<NumericPredictor name="month" coefficient="1272.5340782417852"/>
			<NumericPredictor name="year" coefficient="53847.63382995822"/>
			<NumericPredictor name="day_of_week" coefficient="3833.1129349071543"/>
		</RegressionTable>
	</RegressionModel>
</PMML>
