<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
<WorkflowProcess Version="11.2.2.1.1" xmlns="http://xmlns.oracle.com/odmr11">
    <Nodes>
        <DataSource Id="10001" Name="INSUR_CUST_LTV_SAMPLE BUILD" Status="Ready">
            <Icon XCOORD="110" YCOORD="99"></Icon>
            <Messages/>
            <CacheSettings UseFullData="false" GenerateCache="false">
                <NumberOfRows>2000</NumberOfRows>
                <Method>
                    <TopN/>
                </Method>
            </CacheSettings>
            <SQLExpression>"N$10001" as (select /*+ inline */ "INSUR_CUST_LTV_SAMPLE"."MARITAL_STATUS", 
"INSUR_CUST_LTV_SAMPLE"."STATE", 
"INSUR_CUST_LTV_SAMPLE"."CREDIT_BALANCE", 
"INSUR_CUST_LTV_SAMPLE"."TIME_AS_CUSTOMER", 
"INSUR_CUST_LTV_SAMPLE"."CUSTOMER_ID", 
"INSUR_CUST_LTV_SAMPLE"."MORTGAGE_AMOUNT", 
"INSUR_CUST_LTV_SAMPLE"."BANK_FUNDS", 
"INSUR_CUST_LTV_SAMPLE"."N_OF_DEPENDENTS", 
"INSUR_CUST_LTV_SAMPLE"."HAS_CHILDREN", 
"INSUR_CUST_LTV_SAMPLE"."SALARY", 
"INSUR_CUST_LTV_SAMPLE"."SEX", 
"INSUR_CUST_LTV_SAMPLE"."PROFESSION", 
"INSUR_CUST_LTV_SAMPLE"."CREDIT_CARD_LIMITS", 
"INSUR_CUST_LTV_SAMPLE"."REGION", 
"INSUR_CUST_LTV_SAMPLE"."HOUSE_OWNERSHIP", 
"INSUR_CUST_LTV_SAMPLE"."N_TRANS_WEB_BANK", 
"INSUR_CUST_LTV_SAMPLE"."BUY_INSURANCE", 
"INSUR_CUST_LTV_SAMPLE"."MONTHLY_CHECKS_WRITTEN", 
"INSUR_CUST_LTV_SAMPLE"."N_TRANS_KIOSK", 
"INSUR_CUST_LTV_SAMPLE"."AGE", 
"INSUR_CUST_LTV_SAMPLE"."MONEY_MONTLY_OVERDRAWN", 
"INSUR_CUST_LTV_SAMPLE"."LTV", 
"INSUR_CUST_LTV_SAMPLE"."T_AMOUNT_AUTOM_PAYMENTS", 
"INSUR_CUST_LTV_SAMPLE"."N_TRANS_TELLER", 
"INSUR_CUST_LTV_SAMPLE"."CHECKING_AMOUNT", 
"INSUR_CUST_LTV_SAMPLE"."N_TRANS_ATM", 
"INSUR_CUST_LTV_SAMPLE"."LTV_BIN", 
"INSUR_CUST_LTV_SAMPLE"."LAST", 
"INSUR_CUST_LTV_SAMPLE"."N_MORTGAGES", 
"INSUR_CUST_LTV_SAMPLE"."CAR_OWNERSHIP", 
"INSUR_CUST_LTV_SAMPLE"."FIRST" 
from "DMUSER"."INSUR_CUST_LTV_SAMPLE"  )</SQLExpression>
            <Attributes>
                <Attribute Name="MARITAL_STATUS" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="STATE" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="CREDIT_BALANCE" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="TIME_AS_CUSTOMER" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="CUSTOMER_ID" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="MORTGAGE_AMOUNT" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="BANK_FUNDS" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="N_OF_DEPENDENTS" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="HAS_CHILDREN" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="SALARY" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="SEX" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="PROFESSION" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="CREDIT_CARD_LIMITS" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="REGION" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="HOUSE_OWNERSHIP" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="N_TRANS_WEB_BANK" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="BUY_INSURANCE" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="MONTHLY_CHECKS_WRITTEN" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="N_TRANS_KIOSK" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="AGE" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="MONEY_MONTLY_OVERDRAWN" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="LTV" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="T_AMOUNT_AUTOM_PAYMENTS" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="N_TRANS_TELLER" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="CHECKING_AMOUNT" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="N_TRANS_ATM" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="LTV_BIN" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="LAST" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="N_MORTGAGES" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="CAR_OWNERSHIP" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="FIRST" DataType="VARCHAR2" Status="Valid"/>
            </Attributes>
            <SourceTable Schema="" Name="INSUR_CUST_LTV_SAMPLE"/>
        </DataSource>
        <DataSource Id="10002" Name="INSUR_CUST_LTV_SAMPLE APPLY" Status="Ready">
            <Icon XCOORD="115" YCOORD="228"></Icon>
            <Messages/>
            <CacheSettings UseFullData="false" GenerateCache="false">
                <NumberOfRows>2000</NumberOfRows>
                <Method>
                    <TopN/>
                </Method>
            </CacheSettings>
            <SQLExpression>"N$10002" as (select /*+ inline */ "INSUR_CUST_LTV_SAMPLE"."MARITAL_STATUS", 
"INSUR_CUST_LTV_SAMPLE"."STATE", 
"INSUR_CUST_LTV_SAMPLE"."CREDIT_BALANCE", 
"INSUR_CUST_LTV_SAMPLE"."TIME_AS_CUSTOMER", 
"INSUR_CUST_LTV_SAMPLE"."CUSTOMER_ID", 
"INSUR_CUST_LTV_SAMPLE"."MORTGAGE_AMOUNT", 
"INSUR_CUST_LTV_SAMPLE"."BANK_FUNDS", 
"INSUR_CUST_LTV_SAMPLE"."N_OF_DEPENDENTS", 
"INSUR_CUST_LTV_SAMPLE"."HAS_CHILDREN", 
"INSUR_CUST_LTV_SAMPLE"."SALARY", 
"INSUR_CUST_LTV_SAMPLE"."SEX", 
"INSUR_CUST_LTV_SAMPLE"."PROFESSION", 
"INSUR_CUST_LTV_SAMPLE"."CREDIT_CARD_LIMITS", 
"INSUR_CUST_LTV_SAMPLE"."REGION", 
"INSUR_CUST_LTV_SAMPLE"."HOUSE_OWNERSHIP", 
"INSUR_CUST_LTV_SAMPLE"."N_TRANS_WEB_BANK", 
"INSUR_CUST_LTV_SAMPLE"."BUY_INSURANCE", 
"INSUR_CUST_LTV_SAMPLE"."MONTHLY_CHECKS_WRITTEN", 
"INSUR_CUST_LTV_SAMPLE"."N_TRANS_KIOSK", 
"INSUR_CUST_LTV_SAMPLE"."AGE", 
"INSUR_CUST_LTV_SAMPLE"."MONEY_MONTLY_OVERDRAWN", 
"INSUR_CUST_LTV_SAMPLE"."LTV", 
"INSUR_CUST_LTV_SAMPLE"."T_AMOUNT_AUTOM_PAYMENTS", 
"INSUR_CUST_LTV_SAMPLE"."N_TRANS_TELLER", 
"INSUR_CUST_LTV_SAMPLE"."CHECKING_AMOUNT", 
"INSUR_CUST_LTV_SAMPLE"."N_TRANS_ATM", 
"INSUR_CUST_LTV_SAMPLE"."LTV_BIN", 
"INSUR_CUST_LTV_SAMPLE"."LAST", 
"INSUR_CUST_LTV_SAMPLE"."N_MORTGAGES", 
"INSUR_CUST_LTV_SAMPLE"."CAR_OWNERSHIP", 
"INSUR_CUST_LTV_SAMPLE"."FIRST" 
from "DMUSER"."INSUR_CUST_LTV_SAMPLE"  )</SQLExpression>
            <Attributes>
                <Attribute Name="MARITAL_STATUS" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="STATE" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="CREDIT_BALANCE" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="TIME_AS_CUSTOMER" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="CUSTOMER_ID" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="MORTGAGE_AMOUNT" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="BANK_FUNDS" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="N_OF_DEPENDENTS" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="HAS_CHILDREN" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="SALARY" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="SEX" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="PROFESSION" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="CREDIT_CARD_LIMITS" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="REGION" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="HOUSE_OWNERSHIP" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="N_TRANS_WEB_BANK" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="BUY_INSURANCE" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="MONTHLY_CHECKS_WRITTEN" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="N_TRANS_KIOSK" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="AGE" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="MONEY_MONTLY_OVERDRAWN" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="LTV" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="T_AMOUNT_AUTOM_PAYMENTS" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="N_TRANS_TELLER" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="CHECKING_AMOUNT" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="N_TRANS_ATM" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="LTV_BIN" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="LAST" DataType="VARCHAR2" Status="Valid"/>
                <Attribute Name="N_MORTGAGES" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="CAR_OWNERSHIP" DataType="NUMBER" Status="Valid"/>
                <Attribute Name="FIRST" DataType="VARCHAR2" Status="Valid"/>
            </Attributes>
            <SourceTable Schema="" Name="INSUR_CUST_LTV_SAMPLE"/>
        </DataSource>
        <CreateTable TableName="MODEL_COEFFCIENTS" Table="true" Id="10015" Name="MODEL_COEFFCIENTS" Status="Ready">
            <Icon XCOORD="650" YCOORD="100"></Icon>
            <Messages/>
            <CacheSettings UseFullData="false" GenerateCache="false">
                <NumberOfRows>2000</NumberOfRows>
                <Method>
                    <TopN/>
                </Method>
            </CacheSettings>
            <SQLExpression>"N$10015" as (SELECT 
/*+ inline */ "MODEL_SCHEMA",
"MODEL_NAME",
"CLASS",
"ATTRIBUTE_NAME",
"ATTRIBUTE_SUBNAME",
"ATTRIBUTE_VALUE",
"COEFFICIENT"
 FROM {INPUT_SOURCE} )</SQLExpression>
            <DBAttributes>
                <DBAttribute Key="No" Index="No" Name="MODEL_SCHEMA" DataType="VARCHAR2" Status="Valid"/>
                <DBAttribute Key="No" Index="No" Name="MODEL_NAME" DataType="VARCHAR2" Status="Valid"/>
                <DBAttribute Key="No" Index="No" Name="CLASS" DataType="VARCHAR2" Status="Valid"/>
                <DBAttribute Key="No" Index="No" Name="ATTRIBUTE_NAME" DataType="VARCHAR2" Status="Valid"/>
                <DBAttribute Key="No" Index="No" Name="ATTRIBUTE_SUBNAME" DataType="VARCHAR2" Status="Valid"/>
                <DBAttribute Key="No" Index="No" Name="ATTRIBUTE_VALUE" DataType="VARCHAR2" Status="Valid"/>
                <DBAttribute Key="No" Index="No" Name="COEFFICIENT" DataType="NUMBER" Status="Valid"/>
            </DBAttributes>
        </CreateTable>
        <CreateTable TableName="SCORED_CUSTOMERS_V" Table="false" Id="10021" Name="SCORED_CUSTOMERS" Status="Ready">
            <Icon XCOORD="483" YCOORD="227"></Icon>
            <Messages/>
            <CacheSettings UseFullData="false" GenerateCache="false">
                <NumberOfRows>2000</NumberOfRows>
                <Method>
                    <TopN/>
                </Method>
            </CacheSettings>
            <SQLExpression>"N$10021" as (SELECT 
/*+ inline */ "CLAS_SVM_MODEL_PRED",
"CLAS_SVM_MODEL_PROB",
"CUSTOMER_ID"
 FROM {INPUT_SOURCE} )</SQLExpression>
            <DBAttributes>
                <DBAttribute Key="No" Index="No" Name="CLAS_SVM_MODEL_PRED" DataType="VARCHAR2" Status="Valid"/>
                <DBAttribute Key="No" Index="No" Name="CLAS_SVM_MODEL_PROB" DataType="NUMBER" Status="Valid"/>
                <DBAttribute Key="No" Index="No" Name="CUSTOMER_ID" DataType="VARCHAR2" Status="Valid"/>
            </DBAttributes>
        </CreateTable>
        <ClassificationBuild Id="10011" Name="Class Build" Status="Ready">
            <Icon XCOORD="310" YCOORD="100"></Icon>
            <Messages/>
            <BuildDataSource SourceId="10001"/>
            <CaseAttributes>
                <Attribute Name="CUSTOMER_ID" DataType="VARCHAR2" Status="Valid"/>
            </CaseAttributes>
            <MiningAttributes AutoSpec="Yes">
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="AGE" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="BANK_FUNDS" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="BUY_INSURANCE" DataType="VARCHAR2" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="CAR_OWNERSHIP" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="CHECKING_AMOUNT" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="CREDIT_BALANCE" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="CREDIT_CARD_LIMITS" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="CUSTOMER_ID" DataType="VARCHAR2" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="FIRST" DataType="VARCHAR2" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="HAS_CHILDREN" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="HOUSE_OWNERSHIP" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="LAST" DataType="VARCHAR2" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="LTV" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="LTV_BIN" DataType="VARCHAR2" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="MARITAL_STATUS" DataType="VARCHAR2" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="MONEY_MONTLY_OVERDRAWN" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="MONTHLY_CHECKS_WRITTEN" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="MORTGAGE_AMOUNT" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="N_MORTGAGES" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="N_OF_DEPENDENTS" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="N_TRANS_ATM" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="N_TRANS_KIOSK" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="N_TRANS_TELLER" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="N_TRANS_WEB_BANK" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="PROFESSION" DataType="VARCHAR2" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="REGION" DataType="VARCHAR2" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="SALARY" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="SEX" DataType="VARCHAR2" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="STATE" DataType="VARCHAR2" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="TIME_AS_CUSTOMER" DataType="NUMBER" Status="Valid"/>
                <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="T_AMOUNT_AUTOM_PAYMENTS" DataType="NUMBER" Status="Valid"/>
            </MiningAttributes>
            <TestDataSource>
                <SplitData TestPercent="40.0" DataFormat="Table" UseParallel="true"/>
            </TestDataSource>
            <TargetAttribute Name="BUY_INSURANCE" DataType="VARCHAR2" Status="Valid"/>
            <Models>
                <CSupportVectorMachineModel Id="10024" Name="CLAS_SVM_MODEL" Status="Ready" Annotation="" UseForOutput="true">
                    <InputMiningData DataUsage="AUTO" MiningUsage="AUTO">
                        <MiningAttributes>
                            <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="MARITAL_STATUS" DataType="VARCHAR2" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="STATE" DataType="VARCHAR2" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="CREDIT_BALANCE" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="TIME_AS_CUSTOMER" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="No" Name="CUSTOMER_ID" DataType="VARCHAR2" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="MORTGAGE_AMOUNT" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="BANK_FUNDS" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="N_OF_DEPENDENTS" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="HAS_CHILDREN" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="SALARY" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="SEX" DataType="VARCHAR2" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="PROFESSION" DataType="VARCHAR2" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="CREDIT_CARD_LIMITS" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="REGION" DataType="VARCHAR2" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="HOUSE_OWNERSHIP" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="N_TRANS_WEB_BANK" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="BUY_INSURANCE" DataType="VARCHAR2" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="MONTHLY_CHECKS_WRITTEN" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="N_TRANS_KIOSK" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="AGE" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="MONEY_MONTLY_OVERDRAWN" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="LTV" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="T_AMOUNT_AUTOM_PAYMENTS" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="N_TRANS_TELLER" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="CHECKING_AMOUNT" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="N_TRANS_ATM" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="LTV_BIN" DataType="VARCHAR2" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="LAST" DataType="VARCHAR2" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="N_MORTGAGES" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Numerical" Input="Yes" Name="CAR_OWNERSHIP" DataType="NUMBER" Status="Valid"/>
                            <MiningAttribute AutoPrep="Yes" MiningType="Categorical" Input="Yes" Name="FIRST" DataType="VARCHAR2" Status="Valid"/>
                        </MiningAttributes>
                    </InputMiningData>
                    <Performance>
                        <Balanced/>
                    </Performance>
                    <Tuning>
                        <None/>
                    </Tuning>
                    <CSupportVectorMachineAlgo>
                        <SVMS_ACTIVE_LEARNING>SVMS_AL_ENABLE</SVMS_ACTIVE_LEARNING>
                        <SVMS_CONV_TOLERANCE>0.001</SVMS_CONV_TOLERANCE>
                        <SVMS_KERNEL_FUNCTION>SVMS_LINEAR</SVMS_KERNEL_FUNCTION>
                    </CSupportVectorMachineAlgo>
                </CSupportVectorMachineModel>
            </Models>
            <TestSettings>
                <TopNTargets Value="5"/>
            </TestSettings>
            <Results genAccuracyMetrics="true" genConfusionMatrix="true" genROC="true" genLift="true" genTuning="false"/>
        </ClassificationBuild>
        <Apply ColumnOutputOrder="SupplementalColumns" Id="10018" Name="Apply" Status="Ready">
            <Icon XCOORD="310" YCOORD="228"></Icon>
            <Messages/>
            <CacheSettings UseFullData="false" GenerateCache="false">
                <NumberOfRows>2000</NumberOfRows>
                <Method>
                    <TopN/>
                </Method>
            </CacheSettings>
            <SQLExpression>"N$10018" as (SELECT /*+ inline */
"CUSTOMER_ID", 
PREDICTION("DMUSER"."CLAS_SVM_MODEL" USING *) "CLAS_SVM_MODEL_PRED", 
PREDICTION_PROBABILITY("DMUSER"."CLAS_SVM_MODEL" USING *) "CLAS_SVM_MODEL_PROB"
FROM {INPUT_SOURCE} )</SQLExpression>
            <SupplementalAttributes AutoSpec="No">
                <Attribute Name="CUSTOMER_ID" DataType="VARCHAR2" Status="Valid"/>
            </SupplementalAttributes>
            <OutputColumns AutoSpec="Yes">
                <OutputColumn>
                    <Model IsModelBuilt="false" NodeId="10011" Schema="" Name="CLAS_SVM_MODEL" MiningFunction="CLASSIFICATION" MiningAlgorithm="SUPPORT_VECTOR_MACHINES" Status="Valid" UseForOutput="true" ModelId="10024"/>
                    <Prediction>
                        <CostOption>
                            <None/>
                        </CostOption>
                        <Column Name="CLAS_SVM_MODEL_PRED"/>
                    </Prediction>
                </OutputColumn>
                <OutputColumn>
                    <Model IsModelBuilt="false" NodeId="10011" Schema="" Name="CLAS_SVM_MODEL" MiningFunction="CLASSIFICATION" MiningAlgorithm="SUPPORT_VECTOR_MACHINES" Status="Valid" UseForOutput="true" ModelId="10024"/>
                    <PredictionProbability>
                        <Column Name="CLAS_SVM_MODEL_PROB"/>
                    </PredictionProbability>
                </OutputColumn>
            </OutputColumns>
        </Apply>
        <ModelDetails Id="10013" Name="Coefficients" Status="Ready">
            <Icon XCOORD="479" YCOORD="99"></Icon>
            <Messages/>
            <CacheSettings UseFullData="false" GenerateCache="false">
                <NumberOfRows>2000</NumberOfRows>
                <Method>
                    <TopN/>
                </Method>
            </CacheSettings>
            <SQLExpression>"N$10013" as (select "MODEL_SCHEMA",
"MODEL_NAME",
"CLASS",
"ATTRIBUTE_NAME",
"ATTRIBUTE_SUBNAME",
"ATTRIBUTE_VALUE",
"COEFFICIENT" from (SELECT CAST('DMUSER' AS VARCHAR2(30)) as "MODEL_SCHEMA",
     CAST('CLAS_SVM_MODEL' AS VARCHAR2(30)) as "MODEL_NAME",  
     t.class as "CLASS",
     s.attribute_name as "ATTRIBUTE_NAME",
     s.attribute_subname as "ATTRIBUTE_SUBNAME",
     s.attribute_value as "ATTRIBUTE_VALUE",
     s.coefficient as "COEFFICIENT"
   FROM TABLE(dbms_data_mining.get_model_details_svm('"DMUSER"."CLAS_SVM_MODEL"')) t,
     TABLE(t.attribute_set) s) )</SQLExpression>
            <ModelDetailsOutput Type="SVMCCoefficients" MiningFunction="CLASSIFICATION" MiningAlgorithm="SUPPORT_VECTOR_MACHINES" AutoSpec="No">
                <Models>
                    <Model IsModelBuilt="false" NodeId="10011" Schema="" Name="CLAS_SVM_MODEL" MiningFunction="CLASSIFICATION" MiningAlgorithm="SUPPORT_VECTOR_MACHINES" Status="Valid" UseForOutput="true" ModelId="10024"/>
                </Models>
                <Attributes>
                    <Attribute Name="MODEL_SCHEMA" DataType="VARCHAR2" Status="Valid"/>
                    <Attribute Name="MODEL_NAME" DataType="VARCHAR2" Status="Valid"/>
                    <Attribute Name="CLASS" DataType="VARCHAR2" Status="Valid"/>
                    <Attribute Name="ATTRIBUTE_NAME" DataType="VARCHAR2" Status="Valid"/>
                    <Attribute Name="ATTRIBUTE_SUBNAME" DataType="VARCHAR2" Status="Valid"/>
                    <Attribute Name="ATTRIBUTE_VALUE" DataType="VARCHAR2" Status="Valid"/>
                    <Attribute Name="COEFFICIENT" DataType="NUMBER" Status="Valid"/>
                </Attributes>
            </ModelDetailsOutput>
        </ModelDetails>
    </Nodes>
    <Links>
        <Link Id="10012" From="10001" To="10011" Name="Link" Label="From &quot;INSUR_CUST_LTV_SAMPLE BUILD&quot; to &quot;Class Build&quot;">
            <ConnectorGraphicsInfo>
                <Coordinates XCoordinate="0.0" YCoordinate="0.0"/>
            </ConnectorGraphicsInfo>
        </Link>
        <Link Id="10016" From="10013" To="10015" Name="Link" Label="From &quot;Coefficients&quot; to &quot;MODEL_COEFFCIENTS&quot;">
            <ConnectorGraphicsInfo>
                <Coordinates XCoordinate="0.0" YCoordinate="0.0"/>
            </ConnectorGraphicsInfo>
        </Link>
        <Link Id="10017" From="10011" To="10013" Name="Link" Label="From &quot;Class Build&quot; to &quot;Coefficients&quot;">
            <ConnectorGraphicsInfo>
                <Coordinates XCoordinate="0.0" YCoordinate="0.0"/>
            </ConnectorGraphicsInfo>
        </Link>
        <Link Id="10019" From="10011" To="10018" Name="Link" Label="From &quot;Class Build&quot; to &quot;Apply&quot;">
            <ConnectorGraphicsInfo>
                <Coordinates XCoordinate="0.0" YCoordinate="0.0"/>
            </ConnectorGraphicsInfo>
        </Link>
        <Link Id="10020" From="10002" To="10018" Name="Link" Label="From &quot;INSUR_CUST_LTV_SAMPLE APPLY&quot; to &quot;Apply&quot;">
            <ConnectorGraphicsInfo>
                <Coordinates XCoordinate="0.0" YCoordinate="0.0"/>
            </ConnectorGraphicsInfo>
        </Link>
        <Link Id="10022" From="10018" To="10021" Name="Link" Label="From &quot;Apply&quot; to &quot;SCORED_CUSTOMERS&quot;">
            <ConnectorGraphicsInfo>
                <Coordinates XCoordinate="0.0" YCoordinate="0.0"/>
            </ConnectorGraphicsInfo>
        </Link>
    </Links>
</WorkflowProcess>
