Package org.dmg.pmml.pmml_4_2.descr

Examples of org.dmg.pmml.pmml_4_2.descr.PMML

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    }

    @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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    }

    @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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    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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    @Test
    public void testAbsenceOfReasonCodes() throws Exception {
        ScorecardCompiler scorecardCompiler = new ScorecardCompiler(INTERNAL_DECLARED_TYPES);
        scorecardCompiler.compileFromExcel( PMMLDocumentTest.class.getResourceAsStream( "/scoremodel_c.xls" ) );
        PMML pmml = scorecardCompiler.getPMMLDocument();
        for (Object serializable : pmml.getAssociationModelsAndBaselineModelsAndClusteringModels()){
            if (serializable instanceof Scorecard){
                assertFalse(((Scorecard) serializable).isUseReasonCodes());
            }
        }
    }
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    @Before
    public void setUp() throws Exception {
        ScorecardCompiler scorecardCompiler = new ScorecardCompiler(INTERNAL_DECLARED_TYPES);
        if (scorecardCompiler.compileFromExcel(PMMLDocumentTest.class.getResourceAsStream("/scoremodel_c.xls")) ) {
            PMML pmmlDocument = scorecardCompiler.getPMMLDocument();
            assertNotNull( pmmlDocument );
            PMML4Compiler.dumpModel( pmmlDocument, System.out );
            drl = scorecardCompiler.getDRL();
        } else {
            fail("failed to parse scoremodel Excel.");
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    }


    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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    private static final List<String> NUMERIC_OPERATORS = Arrays.asList("=", ">", "<", ">=", "<=");


    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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    private static final List<String> NUMERIC_OPERATORS = Arrays.asList("=", ">", "<", ">=", "<=");


    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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    public String extractDistributionParameters( Object d ) {
        if ( d instanceof GaussianDistribution ) {
            GaussianDistribution gd = (GaussianDistribution) d;
            return "new Double[] { " + gd.getMean() + ", " + gd.getVariance() + " }";
        } else if ( d instanceof PoissonDistribution ) {
            PoissonDistribution pd = (PoissonDistribution) d;
            return "new Double[] { " + pd.getMean() + " }";
        } else if ( d instanceof UniformDistribution ) {
            UniformDistribution ud = (UniformDistribution) d;
            return "new Double[] { " + ud.getLower() + ", " + ud.getUpper() + " }";
        } else if ( d instanceof AnyDistribution ) {
            AnyDistribution ad = (AnyDistribution) d;
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            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;
                        final List<OutputField> outputFields = output.getOutputFields();
                        assertEquals(1, outputFields.size());
                        final OutputField outputField = outputFields.get(0);
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Related Classes of org.dmg.pmml.pmml_4_2.descr.PMML

  • org.drools.guvnor.models.guided.scorecard.backend.GuidedScoreCardDRLPersistence
  • org.drools.pmml.pmml_4_1.PMML4Compiler
  • org.drools.pmml.pmml_4_1.PMMLGenerationTest
  • org.drools.pmml.pmml_4_1.predictive.models.DecisionTreeTest
  • org.drools.pmml.pmml_4_2.PMML4Compiler
  • org.drools.pmml.pmml_4_2.PMML4Helper
  • org.drools.pmml.pmml_4_2.PMMLGenerationTest
  • org.drools.pmml.pmml_4_2.predictive.models.DecisionTreeTest
  • org.drools.scorecards.DrlFromPMMLTest
  • org.drools.scorecards.ExternalObjectModelTest
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