Examples of PMML

org.dmg.pmml.PMML
org.dmg.pmml.pmml_4_1.descr.PMML
3.org/2001/XMLSchema}anyType"> <sequence> <element ref="{http://www.dmg.org/PMML-4_1}Header"/> <element ref="{http://www.dmg.org/PMML-4_1}MiningBuildTask" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_1}DataDictionary"/> <element ref="{http://www.dmg.org/PMML-4_1}TransformationDictionary" minOccurs="0"/> <sequence maxOccurs="unbounded" minOccurs="0"> <group ref="{http://www.dmg.org/PMML-4_1}MODEL-ELEMENT"/> </sequence> <element ref="{http://www.dmg.org/PMML-4_1}Extension" maxOccurs="unbounded" minOccurs="0"/> </sequence> <attribute name="version" use="required" type="{http://www.w3.org/2001/XMLSchema}string" /> </restriction> </complexContent> </complexType>
org.dmg.pmml.pmml_4_2.descr.PMML
3.org/2001/XMLSchema}anyType"> <sequence> <element ref="{http://www.dmg.org/PMML-4_2}Header"/> <element ref="{http://www.dmg.org/PMML-4_2}MiningBuildTask" minOccurs="0"/> <element ref="{http://www.dmg.org/PMML-4_2}DataDictionary"/> <element ref="{http://www.dmg.org/PMML-4_2}TransformationDictionary" minOccurs="0"/> <sequence maxOccurs="unbounded" minOccurs="0"> <group ref="{http://www.dmg.org/PMML-4_2}MODEL-ELEMENT"/> </sequence> <element ref="{http://www.dmg.org/PMML-4_2}Extension" maxOccurs="unbounded" minOccurs="0"/> </sequence> <attribute name="version" use="required" type="{http://www.w3.org/2001/XMLSchema}string" /> </restriction> </complexContent> </complexType>
org.dmg.pmml31.PMMLDocument.PMML

Examples of org.dmg.pmml.PMML

          }
          break;


        case "MODEL":
          // New model
          PMML pmml = PMMLUtils.fromString(message);
          int features = Integer.parseInt(PMMLUtils.getExtensionValue(pmml, "features"));
          boolean implicit = Boolean.valueOf(PMMLUtils.getExtensionValue(pmml, "implicit"));
          if (model == null) {


            log.info("No previous model");

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Examples of org.dmg.pmml.PMML

                                    boolean implicit,
                                    Path candidatePath) {
    saveFeaturesRDD(model.userFeatures(), new Path(candidatePath, "X"));
    saveFeaturesRDD(model.productFeatures(), new Path(candidatePath, "Y"));


    PMML pmml = PMMLUtils.buildSkeletonPMML();
    PMMLUtils.addExtension(pmml, "X", "X/");
    PMMLUtils.addExtension(pmml, "Y", "Y/");
    PMMLUtils.addExtension(pmml, "features", Integer.toString(features));
    PMMLUtils.addExtension(pmml, "lambda", Double.toString(lambda));
    PMMLUtils.addExtension(pmml, "implicit", Boolean.toString(implicit));

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Examples of org.dmg.pmml.pmml_4_1.descr.PMML

import org.drools.workbench.models.guided.scorecard.shared.ScoreCardModel;


public class GuidedScoreCardDRLPersistence {


    public static String marshal( final ScoreCardModel model ) {
        final PMML pmml = createPMMLDocument( model );


        final StringBuilder sb = new StringBuilder();


        //Package statement and Imports are appended by org.drools.scorecards.drl.AbstractDRLEmitter

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Examples of org.dmg.pmml.pmml_4_1.descr.PMML

    }




    public String compile( InputStream source, ClassLoader classLoader ) {
        this.results = new ArrayList<KnowledgeBuilderResult>();
        PMML pmml = loadModel( PMML, source );
        helper.setResolver( classLoader );
        if ( getResults().isEmpty() ) {
            return generateTheory( pmml );
        } else {
            return null;

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Examples of org.dmg.pmml.pmml_4_1.descr.PMML

import org.drools.scorecards.pmml.ScorecardPMMLUtils;


public class GuidedScoreCardDRLPersistence {


    public static String marshal( final ScoreCardModel model ) {
        final PMML pmml = createPMMLDocument( model );


        final StringBuilder sb = new StringBuilder();


        //Append package name and imports to DRL
        PackageNameWriter.write( sb,

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Examples of org.dmg.pmml.pmml_4_1.descr.PMML

    public void setUp() throws Exception {
    }


    @Test
    public void testScoringExtension() throws Exception {
        PMML pmmlDocument;
        ScorecardCompiler scorecardCompiler = new ScorecardCompiler(INTERNAL_DECLARED_TYPES);
        if (scorecardCompiler.compileFromExcel(PMMLDocumentTest.class.getResourceAsStream("/scoremodel_scoring_strategies.xls")) ) {
            pmmlDocument = scorecardCompiler.getPMMLDocument();
            assertNotNull(pmmlDocument);
            String drl = scorecardCompiler.getDRL();
            assertNotNull(drl);
            for (Object serializable : pmmlDocument.getAssociationModelsAndBaselineModelsAndClusteringModels()){
                if (serializable instanceof Scorecard){
                    Scorecard scorecard = (Scorecard)serializable;
                    assertEquals("Sample Score",scorecard.getModelName());
                    Extension extension = ScorecardPMMLUtils.getExtension(scorecard.getExtensionsAndCharacteristicsAndMiningSchemas(), ScorecardPMMLExtensionNames.SCORECARD_SCORING_STRATEGY);
                    assertNotNull(extension);

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Examples of org.dmg.pmml.pmml_4_1.descr.PMML

    }




    @Test
    public void testPMMLCustomOutput() throws Exception {
        PMML pmmlDocument = null;
        String drl = null;
        if (scorecardCompiler.compileFromExcel(PMMLDocumentTest.class.getResourceAsStream("/scoremodel_externalmodel.xls")) ) {
            pmmlDocument = scorecardCompiler.getPMMLDocument();
            assertNotNull( pmmlDocument );
            PMML4Compiler.dumpModel( pmmlDocument, System.out );
            drl = scorecardCompiler.getDRL();
            assertTrue( drl != null && ! drl.isEmpty() );
            //System.out.println(drl);
        } else {
            fail("failed to parse scoremodel Excel.");
        }


        for (Object serializable : pmmlDocument.getAssociationModelsAndBaselineModelsAndClusteringModels()){
            if (serializable instanceof Scorecard){
                Scorecard scorecard = (Scorecard)serializable;
                for (Object obj :scorecard.getExtensionsAndCharacteristicsAndMiningSchemas()){
                    if ( obj instanceof Output) {
                        Output output = (Output)obj;

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Examples of org.dmg.pmml.pmml_4_1.descr.PMML






    @Test
    public void testDRLExecution() throws Exception {
        PMML pmmlDocument = null;
        String drl = null;
        if (scorecardCompiler.compileFromExcel(PMMLDocumentTest.class.getResourceAsStream("/scoremodel_externalmodel.xls")) ) {
            pmmlDocument = scorecardCompiler.getPMMLDocument();
            assertNotNull( pmmlDocument );
            PMML4Compiler.dumpModel( pmmlDocument, System.out );

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Examples of org.dmg.pmml.pmml_4_1.descr.PMML

    }


    @Test
    public void testWithInitialScore() throws Exception {
        ScorecardCompiler scorecardCompiler2 = new ScorecardCompiler(EXTERNAL_OBJECT_MODEL);
        PMML pmmlDocument2 = null;
        String drl2 = null;
        if ( scorecardCompiler2.compileFromExcel( PMMLDocumentTest.class.getResourceAsStream("/scoremodel_externalmodel.xls" ), "scorecards_initialscore" ) ) {
            pmmlDocument2 = scorecardCompiler2.getPMMLDocument();
            assertNotNull(pmmlDocument2);
            drl2 = scorecardCompiler2.getDRL();

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Examples of org.dmg.pmml.pmml_4_1.descr.PMML

    }


    @Test
    public void testWithReasonCodes() throws Exception {
        ScorecardCompiler scorecardCompiler2 = new ScorecardCompiler(EXTERNAL_OBJECT_MODEL);
        PMML pmmlDocument2 = null;
        String drl2 = null;
        if (scorecardCompiler2.compileFromExcel(PMMLDocumentTest.class.getResourceAsStream("/scoremodel_externalmodel.xls"), "scorecards_reasoncode") ) {
            pmmlDocument2 = scorecardCompiler2.getPMMLDocument();
            PMML4Compiler.dumpModel( pmmlDocument2, System.out );
            assertNotNull( pmmlDocument2 );

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