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codegen_workflow.xml
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<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
<WorkflowProcessVersion="11.2.2.1.1"xmlns="http://xmlns.oracle.com/odmr11">
<Nodes>
<DataSourceId="10001"Name="INSUR_CUST_LTV_SAMPLE BUILD"Status="Ready">
<IconXCOORD="110"YCOORD="99"></Icon>
<Messages/>
<CacheSettingsUseFullData="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>
<AttributeName="MARITAL_STATUS"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="STATE"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="CREDIT_BALANCE"DataType="NUMBER"Status="Valid"/>
<AttributeName="TIME_AS_CUSTOMER"DataType="NUMBER"Status="Valid"/>
<AttributeName="CUSTOMER_ID"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="MORTGAGE_AMOUNT"DataType="NUMBER"Status="Valid"/>
<AttributeName="BANK_FUNDS"DataType="NUMBER"Status="Valid"/>
<AttributeName="N_OF_DEPENDENTS"DataType="NUMBER"Status="Valid"/>
<AttributeName="HAS_CHILDREN"DataType="NUMBER"Status="Valid"/>
<AttributeName="SALARY"DataType="NUMBER"Status="Valid"/>
<AttributeName="SEX"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="PROFESSION"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="CREDIT_CARD_LIMITS"DataType="NUMBER"Status="Valid"/>
<AttributeName="REGION"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="HOUSE_OWNERSHIP"DataType="NUMBER"Status="Valid"/>
<AttributeName="N_TRANS_WEB_BANK"DataType="NUMBER"Status="Valid"/>
<AttributeName="BUY_INSURANCE"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="MONTHLY_CHECKS_WRITTEN"DataType="NUMBER"Status="Valid"/>
<AttributeName="N_TRANS_KIOSK"DataType="NUMBER"Status="Valid"/>
<AttributeName="AGE"DataType="NUMBER"Status="Valid"/>
<AttributeName="MONEY_MONTLY_OVERDRAWN"DataType="NUMBER"Status="Valid"/>
<AttributeName="LTV"DataType="NUMBER"Status="Valid"/>
<AttributeName="T_AMOUNT_AUTOM_PAYMENTS"DataType="NUMBER"Status="Valid"/>
<AttributeName="N_TRANS_TELLER"DataType="NUMBER"Status="Valid"/>
<AttributeName="CHECKING_AMOUNT"DataType="NUMBER"Status="Valid"/>
<AttributeName="N_TRANS_ATM"DataType="NUMBER"Status="Valid"/>
<AttributeName="LTV_BIN"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="LAST"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="N_MORTGAGES"DataType="NUMBER"Status="Valid"/>
<AttributeName="CAR_OWNERSHIP"DataType="NUMBER"Status="Valid"/>
<AttributeName="FIRST"DataType="VARCHAR2"Status="Valid"/>
</Attributes>
<SourceTableSchema=""Name="INSUR_CUST_LTV_SAMPLE"/>
</DataSource>
<DataSourceId="10002"Name="INSUR_CUST_LTV_SAMPLE APPLY"Status="Ready">
<IconXCOORD="115"YCOORD="228"></Icon>
<Messages/>
<CacheSettingsUseFullData="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>
<AttributeName="MARITAL_STATUS"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="STATE"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="CREDIT_BALANCE"DataType="NUMBER"Status="Valid"/>
<AttributeName="TIME_AS_CUSTOMER"DataType="NUMBER"Status="Valid"/>
<AttributeName="CUSTOMER_ID"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="MORTGAGE_AMOUNT"DataType="NUMBER"Status="Valid"/>
<AttributeName="BANK_FUNDS"DataType="NUMBER"Status="Valid"/>
<AttributeName="N_OF_DEPENDENTS"DataType="NUMBER"Status="Valid"/>
<AttributeName="HAS_CHILDREN"DataType="NUMBER"Status="Valid"/>
<AttributeName="SALARY"DataType="NUMBER"Status="Valid"/>
<AttributeName="SEX"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="PROFESSION"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="CREDIT_CARD_LIMITS"DataType="NUMBER"Status="Valid"/>
<AttributeName="REGION"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="HOUSE_OWNERSHIP"DataType="NUMBER"Status="Valid"/>
<AttributeName="N_TRANS_WEB_BANK"DataType="NUMBER"Status="Valid"/>
<AttributeName="BUY_INSURANCE"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="MONTHLY_CHECKS_WRITTEN"DataType="NUMBER"Status="Valid"/>
<AttributeName="N_TRANS_KIOSK"DataType="NUMBER"Status="Valid"/>
<AttributeName="AGE"DataType="NUMBER"Status="Valid"/>
<AttributeName="MONEY_MONTLY_OVERDRAWN"DataType="NUMBER"Status="Valid"/>
<AttributeName="LTV"DataType="NUMBER"Status="Valid"/>
<AttributeName="T_AMOUNT_AUTOM_PAYMENTS"DataType="NUMBER"Status="Valid"/>
<AttributeName="N_TRANS_TELLER"DataType="NUMBER"Status="Valid"/>
<AttributeName="CHECKING_AMOUNT"DataType="NUMBER"Status="Valid"/>
<AttributeName="N_TRANS_ATM"DataType="NUMBER"Status="Valid"/>
<AttributeName="LTV_BIN"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="LAST"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="N_MORTGAGES"DataType="NUMBER"Status="Valid"/>
<AttributeName="CAR_OWNERSHIP"DataType="NUMBER"Status="Valid"/>
<AttributeName="FIRST"DataType="VARCHAR2"Status="Valid"/>
</Attributes>
<SourceTableSchema=""Name="INSUR_CUST_LTV_SAMPLE"/>
</DataSource>
<CreateTableTableName="MODEL_COEFFCIENTS"Table="true"Id="10015"Name="MODEL_COEFFCIENTS"Status="Ready">
<IconXCOORD="650"YCOORD="100"></Icon>
<Messages/>
<CacheSettingsUseFullData="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>
<DBAttributeKey="No"Index="No"Name="MODEL_SCHEMA"DataType="VARCHAR2"Status="Valid"/>
<DBAttributeKey="No"Index="No"Name="MODEL_NAME"DataType="VARCHAR2"Status="Valid"/>
<DBAttributeKey="No"Index="No"Name="CLASS"DataType="VARCHAR2"Status="Valid"/>
<DBAttributeKey="No"Index="No"Name="ATTRIBUTE_NAME"DataType="VARCHAR2"Status="Valid"/>
<DBAttributeKey="No"Index="No"Name="ATTRIBUTE_SUBNAME"DataType="VARCHAR2"Status="Valid"/>
<DBAttributeKey="No"Index="No"Name="ATTRIBUTE_VALUE"DataType="VARCHAR2"Status="Valid"/>
<DBAttributeKey="No"Index="No"Name="COEFFICIENT"DataType="NUMBER"Status="Valid"/>
</DBAttributes>
</CreateTable>
<CreateTableTableName="SCORED_CUSTOMERS_V"Table="false"Id="10021"Name="SCORED_CUSTOMERS"Status="Ready">
<IconXCOORD="483"YCOORD="227"></Icon>
<Messages/>
<CacheSettingsUseFullData="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>
<DBAttributeKey="No"Index="No"Name="CLAS_SVM_MODEL_PRED"DataType="VARCHAR2"Status="Valid"/>
<DBAttributeKey="No"Index="No"Name="CLAS_SVM_MODEL_PROB"DataType="NUMBER"Status="Valid"/>
<DBAttributeKey="No"Index="No"Name="CUSTOMER_ID"DataType="VARCHAR2"Status="Valid"/>
</DBAttributes>
</CreateTable>
<ClassificationBuildId="10011"Name="Class Build"Status="Ready">
<IconXCOORD="310"YCOORD="100"></Icon>
<Messages/>
<BuildDataSourceSourceId="10001"/>
<CaseAttributes>
<AttributeName="CUSTOMER_ID"DataType="VARCHAR2"Status="Valid"/>
</CaseAttributes>
<MiningAttributesAutoSpec="Yes">
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="AGE"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="BANK_FUNDS"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="BUY_INSURANCE"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="CAR_OWNERSHIP"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="CHECKING_AMOUNT"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="CREDIT_BALANCE"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="CREDIT_CARD_LIMITS"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="CUSTOMER_ID"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="FIRST"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="HAS_CHILDREN"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="HOUSE_OWNERSHIP"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="LAST"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="LTV"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="LTV_BIN"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="MARITAL_STATUS"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="MONEY_MONTLY_OVERDRAWN"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="MONTHLY_CHECKS_WRITTEN"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="MORTGAGE_AMOUNT"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="N_MORTGAGES"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="N_OF_DEPENDENTS"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="N_TRANS_ATM"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="N_TRANS_KIOSK"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="N_TRANS_TELLER"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="N_TRANS_WEB_BANK"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="PROFESSION"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="REGION"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="SALARY"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="SEX"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="STATE"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="TIME_AS_CUSTOMER"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="T_AMOUNT_AUTOM_PAYMENTS"DataType="NUMBER"Status="Valid"/>
</MiningAttributes>
<TestDataSource>
<SplitDataTestPercent="40.0"DataFormat="Table"UseParallel="true"/>
</TestDataSource>
<TargetAttributeName="BUY_INSURANCE"DataType="VARCHAR2"Status="Valid"/>
<Models>
<CSupportVectorMachineModelId="10024"Name="CLAS_SVM_MODEL"Status="Ready"Annotation=""UseForOutput="true">
<InputMiningDataDataUsage="AUTO"MiningUsage="AUTO">
<MiningAttributes>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="MARITAL_STATUS"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="STATE"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="CREDIT_BALANCE"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="TIME_AS_CUSTOMER"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="No"Name="CUSTOMER_ID"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="MORTGAGE_AMOUNT"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="BANK_FUNDS"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="N_OF_DEPENDENTS"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="HAS_CHILDREN"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="SALARY"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="SEX"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="PROFESSION"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="CREDIT_CARD_LIMITS"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="REGION"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="HOUSE_OWNERSHIP"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="N_TRANS_WEB_BANK"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="BUY_INSURANCE"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="MONTHLY_CHECKS_WRITTEN"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="N_TRANS_KIOSK"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="AGE"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="MONEY_MONTLY_OVERDRAWN"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="LTV"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="T_AMOUNT_AUTOM_PAYMENTS"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="N_TRANS_TELLER"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="CHECKING_AMOUNT"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="N_TRANS_ATM"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="LTV_BIN"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Categorical"Input="Yes"Name="LAST"DataType="VARCHAR2"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="N_MORTGAGES"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="Yes"MiningType="Numerical"Input="Yes"Name="CAR_OWNERSHIP"DataType="NUMBER"Status="Valid"/>
<MiningAttributeAutoPrep="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>
<TopNTargetsValue="5"/>
</TestSettings>
<ResultsgenAccuracyMetrics="true"genConfusionMatrix="true"genROC="true"genLift="true"genTuning="false"/>
</ClassificationBuild>
<ApplyColumnOutputOrder="SupplementalColumns"Id="10018"Name="Apply"Status="Ready">
<IconXCOORD="310"YCOORD="228"></Icon>
<Messages/>
<CacheSettingsUseFullData="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>
<SupplementalAttributesAutoSpec="No">
<AttributeName="CUSTOMER_ID"DataType="VARCHAR2"Status="Valid"/>
</SupplementalAttributes>
<OutputColumnsAutoSpec="Yes">
<OutputColumn>
<ModelIsModelBuilt="false"NodeId="10011"Schema=""Name="CLAS_SVM_MODEL"MiningFunction="CLASSIFICATION"MiningAlgorithm="SUPPORT_VECTOR_MACHINES"Status="Valid"UseForOutput="true"ModelId="10024"/>
<Prediction>
<CostOption>
<None/>
</CostOption>
<ColumnName="CLAS_SVM_MODEL_PRED"/>
</Prediction>
</OutputColumn>
<OutputColumn>
<ModelIsModelBuilt="false"NodeId="10011"Schema=""Name="CLAS_SVM_MODEL"MiningFunction="CLASSIFICATION"MiningAlgorithm="SUPPORT_VECTOR_MACHINES"Status="Valid"UseForOutput="true"ModelId="10024"/>
<PredictionProbability>
<ColumnName="CLAS_SVM_MODEL_PROB"/>
</PredictionProbability>
</OutputColumn>
</OutputColumns>
</Apply>
<ModelDetailsId="10013"Name="Coefficients"Status="Ready">
<IconXCOORD="479"YCOORD="99"></Icon>
<Messages/>
<CacheSettingsUseFullData="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>
<ModelDetailsOutputType="SVMCCoefficients"MiningFunction="CLASSIFICATION"MiningAlgorithm="SUPPORT_VECTOR_MACHINES"AutoSpec="No">
<Models>
<ModelIsModelBuilt="false"NodeId="10011"Schema=""Name="CLAS_SVM_MODEL"MiningFunction="CLASSIFICATION"MiningAlgorithm="SUPPORT_VECTOR_MACHINES"Status="Valid"UseForOutput="true"ModelId="10024"/>
</Models>
<Attributes>
<AttributeName="MODEL_SCHEMA"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="MODEL_NAME"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="CLASS"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="ATTRIBUTE_NAME"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="ATTRIBUTE_SUBNAME"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="ATTRIBUTE_VALUE"DataType="VARCHAR2"Status="Valid"/>
<AttributeName="COEFFICIENT"DataType="NUMBER"Status="Valid"/>
</Attributes>
</ModelDetailsOutput>
</ModelDetails>
</Nodes>
<Links>
<LinkId="10012"From="10001"To="10011"Name="Link"Label="From "INSUR_CUST_LTV_SAMPLE BUILD" to "Class Build"">
<ConnectorGraphicsInfo>
<CoordinatesXCoordinate="0.0"YCoordinate="0.0"/>
</ConnectorGraphicsInfo>
</Link>
<LinkId="10016"From="10013"To="10015"Name="Link"Label="From "Coefficients" to "MODEL_COEFFCIENTS"">
<ConnectorGraphicsInfo>
<CoordinatesXCoordinate="0.0"YCoordinate="0.0"/>
</ConnectorGraphicsInfo>
</Link>
<LinkId="10017"From="10011"To="10013"Name="Link"Label="From "Class Build" to "Coefficients"">
<ConnectorGraphicsInfo>
<CoordinatesXCoordinate="0.0"YCoordinate="0.0"/>
</ConnectorGraphicsInfo>
</Link>
<LinkId="10019"From="10011"To="10018"Name="Link"Label="From "Class Build" to "Apply"">
<ConnectorGraphicsInfo>
<CoordinatesXCoordinate="0.0"YCoordinate="0.0"/>
</ConnectorGraphicsInfo>
</Link>
<LinkId="10020"From="10002"To="10018"Name="Link"Label="From "INSUR_CUST_LTV_SAMPLE APPLY" to "Apply"">
<ConnectorGraphicsInfo>
<CoordinatesXCoordinate="0.0"YCoordinate="0.0"/>
</ConnectorGraphicsInfo>
</Link>
<LinkId="10022"From="10018"To="10021"Name="Link"Label="From "Apply" to "SCORED_CUSTOMERS"">
<ConnectorGraphicsInfo>
<CoordinatesXCoordinate="0.0"YCoordinate="0.0"/>
</ConnectorGraphicsInfo>
</Link>
</Links>
</WorkflowProcess>
