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AA_Diagram.xml
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<?xml version="1.0" encoding="UTF-8"?><_ROOT_ EMVERSION="15.2" ORIENTATION="HORIZONTAL">
<Workspace>
<NODES>
<NODE CLASS="SASHELP.EMCORE.EXTENSION.CLASS" COMPONENT="Boost" ID="Boost" X="625" Y="682" DESCRIPTION="Gradient Boosting" DIAGRAMID="_ROOT_" PARENTID="" TOOLTYPE="MODEL" TOOLPREFIX="Boost">
<PROPERTIES Location="CATALOG" Catalog="SASHELP.EMMODL.BOOST.SOURCE" ToolType="MODEL" Iterations="50" CategoricalBins="30" IntervalBins="100" TrainProportion="60" Seed="12345" Shrinkage="0.1" LeafFraction="0.001" SplitSize="." MinCatSize="5" MaxBranch="2" MaxDepth="2" NSurrs="0" Missing="USEINSEARCH" Huber="NO" ReUseVar="1" AssessMeasure="PROFIT" NodeSize="20000" Exhaustive="5000" VarSelection="Y" Performance="DISK" SubSeries="BEST" IterationNum="1" ObsImportance="N" NumSingleImp="5" CreateHStat="N" ForceRun="N" RunAction="Train" Component="Boost" Precision="0" Measure="PROFIT" NumPairImp="0" DataNeeded="Y">
<VariableProperties/>
<EmVariableAttributes/>
<EmTargetAttributes>
<Churn>
<DecData Table="EMWS1.Boost_Churn_DD">
<Data>
<Obs CHURN="1" COUNT="264" DATAPRIOR="0.5" TRAINPRIOR="0.5" DECPRIOR="." DECISION1="1" DECISION2="0"/>
<Obs CHURN="0" COUNT="264" DATAPRIOR="0.5" TRAINPRIOR="0.5" DECPRIOR="." DECISION1="0" DECISION2="1"/>
</Data>
<Metadata>
<Variable NAME="Churn" LABEL="" LENGTH="32" FORMAT="" TYPE="C"/>
<Variable NAME="COUNT" LABEL="Level Counts" LENGTH="8" FORMAT="" TYPE="N"/>
<Variable NAME="DATAPRIOR" LABEL="Data Proportions" LENGTH="8" FORMAT="" TYPE="N"/>
<Variable NAME="TRAINPRIOR" LABEL="Training Proportions" LENGTH="8" FORMAT="" TYPE="N"/>
<Variable NAME="DECPRIOR" LABEL="Decision Priors" LENGTH="8" FORMAT="" TYPE="N"/>
<Variable NAME="DECISION1" LABEL="1" LENGTH="8" FORMAT="" TYPE="N"/>
<Variable NAME="DECISION2" LABEL="0" LENGTH="8" FORMAT="" TYPE="N"/>
</Metadata>
</DecData>
<DecMeta Table="EMWS1.Boost_Churn_DM">
<Data>
<Obs _TYPE_="MATRIX" VARIABLE="" LABEL="" LEVEL="PROFIT" EVENT="" ORDER="" FORMAT="" TYPE="" COST="" USE="N"/>
<Obs _TYPE_="TARGET" VARIABLE="Churn" LABEL="Churn" LEVEL="BINARY" EVENT="1" ORDER="" FORMAT="BEST." TYPE="N" COST="" USE=""/>
<Obs _TYPE_="DECISION" VARIABLE="DECISION1" LABEL="1" LEVEL="" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE="Y"/>
<Obs _TYPE_="DECISION" VARIABLE="DECISION2" LABEL="0" LEVEL="" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE="Y"/>
<Obs _TYPE_="DATAPRIOR" VARIABLE="DATAPRIOR" LABEL="Data Prior" LEVEL="" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE="N"/>
<Obs _TYPE_="TRAINPRIOR" VARIABLE="TRAINPRIOR" LABEL="Training Prior" LEVEL="" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE="N"/>
<Obs _TYPE_="DECPRIOR" VARIABLE="DECPRIOR" LABEL="Decision Prior" LEVEL="" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE="N"/>
<Obs _TYPE_="PREDICTED" VARIABLE="P_Churn1" LABEL="Predicted: Churn=1" LEVEL="1" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE=""/>
<Obs _TYPE_="RESIDUAL" VARIABLE="R_Churn1" LABEL="Residual: Churn=1" LEVEL="1" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE=""/>
<Obs _TYPE_="PREDICTED" VARIABLE="P_Churn0" LABEL="Predicted: Churn=0" LEVEL="0" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE=""/>
<Obs _TYPE_="RESIDUAL" VARIABLE="R_Churn0" LABEL="Residual: Churn=0" LEVEL="0" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE=""/>
<Obs _TYPE_="FROM" VARIABLE="F_Churn" LABEL="From: Churn" LEVEL="" EVENT="" ORDER="" FORMAT="" TYPE="C" COST="" USE=""/>
<Obs _TYPE_="INTO" VARIABLE="I_Churn" LABEL="Into: Churn" LEVEL="" EVENT="" ORDER="" FORMAT="" TYPE="C" COST="" USE=""/>
</Data>
<Metadata>
<Variable NAME="_TYPE_" LABEL="Type" LENGTH="32" FORMAT="" TYPE="C"/>
<Variable NAME="VARIABLE" LABEL="Variable" LENGTH="32" FORMAT="" TYPE="C"/>
<Variable NAME="LABEL" LABEL="Label" LENGTH="256" FORMAT="" TYPE="C"/>
<Variable NAME="LEVEL" LABEL="Measurement Level" LENGTH="32" FORMAT="" TYPE="C"/>
<Variable NAME="EVENT" LABEL="Target Event" LENGTH="32" FORMAT="" TYPE="C"/>
<Variable NAME="ORDER" LABEL="Order" LENGTH="10" FORMAT="" TYPE="C"/>
<Variable NAME="FORMAT" LABEL="Format" LENGTH="32" FORMAT="" TYPE="C"/>
<Variable NAME="TYPE" LABEL="Type" LENGTH="1" FORMAT="" TYPE="C"/>
<Variable NAME="COST" LABEL="Cost" LENGTH="32" FORMAT="" TYPE="C"/>
<Variable NAME="USE" LABEL="Use" LENGTH="1" FORMAT="" TYPE="C"/>
</Metadata>
</DecMeta>
</Churn>
</EmTargetAttributes>
<EmFileProperties>
<USERTRAINCODE Type="EXTERNAL" Extension="sas">
<Data/>
</USERTRAINCODE>
<EMNOTES Type="EXTERNAL" Extension="txt">
<Data/>
</EMNOTES>
</EmFileProperties>
</PROPERTIES>
</NODE>
<NODE CLASS="SASHELP.EMCORE.EXTENSION.CLASS" COMPONENT="EMSave" ID="EMSave" X="574" Y="160" DESCRIPTION="Save Data" DIAGRAMID="_ROOT_" PARENTID="" TOOLTYPE="UTILITY" TOOLPREFIX="EMSave">
<PROPERTIES Location="CATALOG" Catalog="Sashelp.Emutil.Savext.Source" Type="XLSX" Replace="Y" AllObs="Y" OutObs="1000" AllRoles="Y" Train="Y" Validate="Y" Test="Y" Score="Y" Transaction="Y" ForceRun="N" RunAction="Train" Component="EMSave" Lib="" DirectorySelector="" Name="">
<VariableProperties/>
<EmVariableAttributes/>
<EmTargetAttributes/>
<EmFileProperties>
<USERTRAINCODE Type="EXTERNAL" Extension="sas">
<Data/>
</USERTRAINCODE>
<EMNOTES Type="EXTERNAL" Extension="txt">
<Data/>
</EMNOTES>
</EmFileProperties>
</PROPERTIES>
</NODE>
<NODE CLASS="SASHELP.EMCORE.EXTENSION.CLASS" COMPONENT="FileImport" ID="FIMPORT" X="61" Y="159" DESCRIPTION="File Import" DIAGRAMID="_ROOT_" PARENTID="" TOOLTYPE="SAMPLE" TOOLPREFIX="FIMPORT">
<PROPERTIES Location="CATALOG" Catalog="SASHELP.EMSAMP.Fimport.SOURCE" ImportType="Local" GuessRows="500" Delimiter="," NameRow="Y" SkipRows="0" MaxRows="1000000" MaxCols="10000" FileType="xlsx" Role="TRAIN" ForceRun="N" Summarize="N" AdvancedAdvisor="N" RunAction="Train" Component="FileImport" IFileName="C:\Users\USER\Documents\E Commerce Dataset.xlsx" AccessTable="NoTableName" UserID="NoUserID" Password="NoPassword">
<VariableProperties/>
<EmVariableAttributes>
<DELTA Variable="Churn" AttributeName="ROLE" AttributeValue="TARGET"/>
<DELTA Variable="Churn" AttributeName="LEVEL" AttributeValue="BINARY"/>
</EmVariableAttributes>
<EmTargetAttributes/>
<EmFileProperties>
<USERTRAINCODE Type="EXTERNAL" Extension="sas">
<Data/>
</USERTRAINCODE>
<VARIABLESETDELTA Type="EXTERNAL" Extension="txt">
<Data><![CDATA[
if NAME="Churn" then do;
ROLE="TARGET";
LEVEL="BINARY";
ORDER="";
DROP="N";
end;
]]>
</Data>
</VARIABLESETDELTA>
<DELTACODE Type="EXTERNAL" Extension="txt">
<Data><![CDATA[
if NAME="Churn" then do;
ROLE="TARGET";
LEVEL="BINARY";
ORDER="";
end;
drop DROP;
]]>
</Data>
</DELTACODE>
<EMNOTES Type="EXTERNAL" Extension="txt">
<Data/>
</EMNOTES>
</EmFileProperties>
</PROPERTIES>
</NODE>
<NODE CLASS="SASHELP.EMCORE.EXTENSION.CLASS" COMPONENT="FileImport" ID="FIMPORT2" X="85" Y="377" DESCRIPTION="File Import (2)" DIAGRAMID="_ROOT_" PARENTID="" TOOLTYPE="SAMPLE" TOOLPREFIX="FIMPORT">
<PROPERTIES Location="CATALOG" Catalog="SASHELP.EMSAMP.Fimport.SOURCE" ImportType="Local" GuessRows="500" Delimiter="," NameRow="Y" SkipRows="0" MaxRows="1000000" MaxCols="10000" FileType="xlsx" Role="TRAIN" ForceRun="N" Summarize="N" AdvancedAdvisor="N" RunAction="Train" Component="FileImport" IFileName="C:\Users\USER\Documents\em_save_TRAIN_Latest Preparation.xlsx" AccessTable="NoTableName" UserID="NoUserID" Password="NoPassword">
<VariableProperties/>
<EmVariableAttributes>
<DELTA Variable="Churn" AttributeName="ROLE" AttributeValue="TARGET"/>
<DELTA Variable="Churn" AttributeName="LEVEL" AttributeValue="BINARY"/>
<DELTA Variable="CustomerID" AttributeName="ROLE" AttributeValue="ID"/>
</EmVariableAttributes>
<EmTargetAttributes/>
<EmFileProperties>
<USERTRAINCODE Type="EXTERNAL" Extension="sas">
<Data/>
</USERTRAINCODE>
<VARIABLESETDELTA Type="EXTERNAL" Extension="txt">
<Data><![CDATA[
if NAME="Churn" then do;
ROLE="TARGET";
LEVEL="BINARY";
ORDER="";
DROP="N";
end;
if NAME="CustomerID" then do;
ROLE="ID";
LEVEL="INTERVAL";
ORDER="";
DROP="N";
end;
]]>
</Data>
</VARIABLESETDELTA>
<DELTACODE Type="EXTERNAL" Extension="txt">
<Data><![CDATA[
if NAME="Churn" then do;
ROLE="TARGET";
LEVEL="BINARY";
ORDER="";
end;
if NAME="CustomerID" then do;
ROLE="ID";
LEVEL="INTERVAL";
ORDER="";
end;
drop DROP;
]]>
</Data>
</DELTACODE>
<EMNOTES Type="EXTERNAL" Extension="txt">
<Data/>
</EMNOTES>
</EmFileProperties>
</PROPERTIES>
</NODE>
<NODE CLASS="SASHELP.EMCORE.EXTENSION.CLASS" COMPONENT="GraphExplore" ID="GrfExpl" X="373" Y="272" DESCRIPTION="Graph Explore" DIAGRAMID="_ROOT_" PARENTID="" TOOLTYPE="EXPLORE" TOOLPREFIX="GrfExpl">
<PROPERTIES Location="CATALOG" Catalog="SASHELP.EMEXPL.GRAPHEXPLORE.SOURCE" EmSampleMethod="FIRSTN" EmSampleSize="DEFAULT" EmRandomSeed="12345" Target="Y" GroupByTarget="Y" ForceRun="N" RunAction="Train" Component="GraphExplore" DataSource="SAMPLE" DataNeeded="Y">
<VariableProperties/>
<EmVariableAttributes/>
<EmTargetAttributes/>
<EmFileProperties>
<USERTRAINCODE Type="EXTERNAL" Extension="sas">
<Data/>
</USERTRAINCODE>
<EMNOTES Type="EXTERNAL" Extension="txt">
<Data/>
</EMNOTES>
</EmFileProperties>
</PROPERTIES>
</NODE>
<NODE CLASS="SASHELP.EMCORE.EXTENSION.CLASS" COMPONENT="GraphExplore" ID="GrfExpl2" X="210" Y="22" DESCRIPTION="Graph Explore (2)" DIAGRAMID="_ROOT_" PARENTID="" TOOLTYPE="EXPLORE" TOOLPREFIX="GrfExpl">
<PROPERTIES Location="CATALOG" Catalog="SASHELP.EMEXPL.GRAPHEXPLORE.SOURCE" EmSampleMethod="FIRSTN" EmSampleSize="DEFAULT" EmRandomSeed="12345" Target="Y" GroupByTarget="Y" ForceRun="N" RunAction="Train" Component="GraphExplore" DataSource="SAMPLE" DataNeeded="Y">
<VariableProperties/>
<EmVariableAttributes/>
<EmTargetAttributes/>
<EmFileProperties>
<USERTRAINCODE Type="EXTERNAL" Extension="sas">
<Data/>
</USERTRAINCODE>
<EMNOTES Type="EXTERNAL" Extension="txt">
<Data/>
</EMNOTES>
</EmFileProperties>
</PROPERTIES>
</NODE>
<NODE CLASS="SASHELP.EMCORE.EXTENSION.CLASS" COMPONENT="HPDMForest" ID="HPDMForest" X="629" Y="586" DESCRIPTION="HP Forest" DIAGRAMID="_ROOT_" PARENTID="" TOOLTYPE="MODEL" TOOLPREFIX="HPDMForest">
<PROPERTIES Location="CATALOG" Catalog="SASHELP.HPDM.HPDMFOREST.SOURCE" ToolType="MODEL" ALPHA="0.05" CATBINS="30" EXHAUSTIVE="5000" LEAFSIZEMETHOD="DEFAULT" LEAFFRACTION="0.00001" LEAFSIZE="1" MAXDEPTH="50" MAXTREES="100" MINCATSIZE="5" SEED="12345" SPLITSIZE="." NUMOBSMETHOD="PERCENTAGE" TRAINFRACTION="0.6" TRAINN="." VARS_TO_TRY="." MISSING="USEINSEARCH" MINUSEINSEARCH="1" MODELING="Y" VARSELECT="Y" VIMETHOD="LOSSREDUCTION" RBATOPNUM="25" RBACUT="0.01" ForceRun="N" RunAction="Train" Component="HPDMForest">
<VariableProperties/>
<EmVariableAttributes/>
<EmTargetAttributes>
<Churn>
<DecData Table="EMWS1.HPDMForest_Churn_DD">
<Data>
<Obs CHURN="1" COUNT="264" DATAPRIOR="0.5" TRAINPRIOR="0.5" DECPRIOR="." DECISION1="1" DECISION2="0"/>
<Obs CHURN="0" COUNT="264" DATAPRIOR="0.5" TRAINPRIOR="0.5" DECPRIOR="." DECISION1="0" DECISION2="1"/>
</Data>
<Metadata>
<Variable NAME="Churn" LABEL="" LENGTH="32" FORMAT="" TYPE="C"/>
<Variable NAME="COUNT" LABEL="Level Counts" LENGTH="8" FORMAT="" TYPE="N"/>
<Variable NAME="DATAPRIOR" LABEL="Data Proportions" LENGTH="8" FORMAT="" TYPE="N"/>
<Variable NAME="TRAINPRIOR" LABEL="Training Proportions" LENGTH="8" FORMAT="" TYPE="N"/>
<Variable NAME="DECPRIOR" LABEL="Decision Priors" LENGTH="8" FORMAT="" TYPE="N"/>
<Variable NAME="DECISION1" LABEL="1" LENGTH="8" FORMAT="" TYPE="N"/>
<Variable NAME="DECISION2" LABEL="0" LENGTH="8" FORMAT="" TYPE="N"/>
</Metadata>
</DecData>
<DecMeta Table="EMWS1.HPDMForest_Churn_DM">
<Data>
<Obs _TYPE_="MATRIX" VARIABLE="" LABEL="" LEVEL="PROFIT" EVENT="" ORDER="" FORMAT="" TYPE="" COST="" USE="N"/>
<Obs _TYPE_="TARGET" VARIABLE="Churn" LABEL="Churn" LEVEL="BINARY" EVENT="1" ORDER="" FORMAT="BEST." TYPE="N" COST="" USE=""/>
<Obs _TYPE_="DECISION" VARIABLE="DECISION1" LABEL="1" LEVEL="" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE="Y"/>
<Obs _TYPE_="DECISION" VARIABLE="DECISION2" LABEL="0" LEVEL="" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE="Y"/>
<Obs _TYPE_="DATAPRIOR" VARIABLE="DATAPRIOR" LABEL="Data Prior" LEVEL="" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE="N"/>
<Obs _TYPE_="TRAINPRIOR" VARIABLE="TRAINPRIOR" LABEL="Training Prior" LEVEL="" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE="N"/>
<Obs _TYPE_="DECPRIOR" VARIABLE="DECPRIOR" LABEL="Decision Prior" LEVEL="" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE="N"/>
<Obs _TYPE_="PREDICTED" VARIABLE="P_Churn1" LABEL="Predicted: Churn=1" LEVEL="1" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE=""/>
<Obs _TYPE_="RESIDUAL" VARIABLE="R_Churn1" LABEL="Residual: Churn=1" LEVEL="1" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE=""/>
<Obs _TYPE_="PREDICTED" VARIABLE="P_Churn0" LABEL="Predicted: Churn=0" LEVEL="0" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE=""/>
<Obs _TYPE_="RESIDUAL" VARIABLE="R_Churn0" LABEL="Residual: Churn=0" LEVEL="0" EVENT="" ORDER="" FORMAT="" TYPE="N" COST="" USE=""/>
<Obs _TYPE_="FROM" VARIABLE="F_Churn" LABEL="From: Churn" LEVEL="" EVENT="" ORDER="" FORMAT="" TYPE="C" COST="" USE=""/>
<Obs _TYPE_="INTO" VARIABLE="I_Churn" LABEL="Into: Churn" LEVEL="" EVENT="" ORDER="" FORMAT="" TYPE="C" COST="" USE=""/>
</Data>
<Metadata>
<Variable NAME="_TYPE_" LABEL="Type" LENGTH="32" FORMAT="" TYPE="C"/>
<Variable NAME="VARIABLE" LABEL="Variable" LENGTH="32" FORMAT="" TYPE="C"/>
<Variable NAME="LABEL" LABEL="Label" LENGTH="256" FORMAT="" TYPE="C"/>
<Variable NAME="LEVEL" LABEL="Measurement Level" LENGTH="32" FORMAT="" TYPE="C"/>
<Variable NAME="EVENT" LABEL="Target Event" LENGTH="32" FORMAT="" TYPE="C"/>
<Variable NAME="ORDER" LABEL="Order" LENGTH="10" FORMAT="" TYPE="C"/>
<Variable NAME="FORMAT" LABEL="Format" LENGTH="32" FORMAT="" TYPE="C"/>
<Variable NAME="TYPE" LABEL="Type" LENGTH="1" FORMAT="" TYPE="C"/>
<Variable NAME="COST" LABEL="Cost" LENGTH="32" FORMAT="" TYPE="C"/>
<Variable NAME="USE" LABEL="Use" LENGTH="1" FORMAT="" TYPE="C"/>
</Metadata>
</DecMeta>
</Churn>
</EmTargetAttributes>
<EmFileProperties>
<USERTRAINCODE Type="EXTERNAL" Extension="sas">
<Data/>
</USERTRAINCODE>
<EMNOTES Type="EXTERNAL" Extension="txt">
<Data/>
</EMNOTES>
</EmFileProperties>
</PROPERTIES>
</NODE>
<NODE CLASS="SASHELP.EMASSMT.ASSESS.CLASS" COMPONENT="ModelCompare" ID="MdlComp" X="846" Y="587" DESCRIPTION="Model Comparison" DIAGRAMID="_ROOT_" PARENTID="" TOOLTYPE="ASSESS" TOOLPREFIX="MdlComp">
<PROPERTIES NumberOfReportedLevels="1E-6" NormalizeReportingVariables="Y" DecileBin="20" LiftEpsilon="1E-6" ProfitEpsilon="1E-6" RoiEpsilon="1E-6" ScoreDistBin="20" RocChart="Y" RocEpsilon="0.01" AssessAllTargetLevels="N" SelectionData="DEFAULT" HPCriteria="DEFAULT" intervalViyaCriteria="DEFAULT" classViyaCriteria="DEFAULT" SelectionTable="TRAIN" SelectionCriteria="DEFAULT" SelectionDepth="10" NumberofBins="20" RecomputeAssess="N" TargetName="Churn" ModelId="Boost" ModelDescription="Gradient Boosting" ModelCriteria="Valid: Misclassification Rate" ForceRun="N" RunAction="Train" Component="ModelCompare" StatisticUsed="_VMISC_" TargetLabel="Churn">
<VariableProperties/>
<EmVariableAttributes/>
<EmTargetAttributes/>
<EmFileProperties>
<EMNOTES Type="EXTERNAL" Extension="txt">
<Data/>
</EMNOTES>
</EmFileProperties>
</PROPERTIES>
</NODE>
<NODE CLASS="SASHELP.EMSAMP.EMDPART.CLASS" COMPONENT="Partition" ID="Part" X="289" Y="377" DESCRIPTION="Data Partition" DIAGRAMID="_ROOT_" PARENTID="" TOOLTYPE="SAMPLE" TOOLPREFIX="Part">
<PROPERTIES Method="DEFAULT" TrainPct="70" ValidatePct="20" TestPct="10" RandomSeed="12345" OutputType="DATA" IntervalDistribution="Y" ClassDistribution="Y" ForceRun="N" RunAction="Train" Component="Partition">
<VariableProperties/>
<EmVariableAttributes/>
<EmTargetAttributes/>
<EmFileProperties>
<EMNOTES Type="EXTERNAL" Extension="txt">
<Data/>
</EMNOTES>
</EmFileProperties>
</PROPERTIES>
</NODE>
<NODE CLASS="SASHELP.EMSAMP.EMDPART.CLASS" COMPONENT="Partition" ID="Part2" X="463" Y="484" DESCRIPTION="Data Partition (2)" DIAGRAMID="_ROOT_" PARENTID="" TOOLTYPE="SAMPLE" TOOLPREFIX="Part">
<PROPERTIES Method="DEFAULT" TrainPct="70" ValidatePct="20" TestPct="10" RandomSeed="12345" OutputType="DATA" IntervalDistribution="Y" ClassDistribution="Y" ForceRun="N" RunAction="Train" Component="Partition">
<VariableProperties/>
<EmVariableAttributes/>
<EmTargetAttributes/>
<EmFileProperties>
<EMNOTES Type="EXTERNAL" Extension="txt">
<Data/>
</EMNOTES>
</EmFileProperties>
</PROPERTIES>
</NODE>
<NODE CLASS="SASHELP.EMSAMP.SAMPLING.CLASS" COMPONENT="Sample" ID="Smpl" X="219" Y="159" DESCRIPTION="Sample" DIAGRAMID="_ROOT_" PARENTID="" TOOLTYPE="SAMPLE" TOOLPREFIX="Smpl">
<PROPERTIES Method="STRATIFY" SizeType="PERCENT" SizePercent="40" SizeObs="." RandomSeed="12345" Alpha="0.01" Pvalue="0.01" AdjustFreq="N" FreqMiss="N" FreqCount="N" StratifyCriterion="PROPORTIONAL" MinStrataSize="5" IgnoreSmallStrata="N" ClusterMethod="RANDOM" LevelProportion="100" LevelSampleProportion="50" LevelSelection="EVENT" OutputType="DATA" IntervalDistribution="Y" ClassDistribution="Y" ForceRun="N" RunAction="Train" Component="Sample">
<VariableProperties/>
<EmVariableAttributes>
<DELTA Variable="Churn" AttributeName="SAMPLEROLE" AttributeValue="STRATIFICATION"/>
</EmVariableAttributes>
<EmTargetAttributes/>
<EmFileProperties>
<EMNOTES Type="EXTERNAL" Extension="txt">
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