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