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

org.dmg.pmml.pmml_4_1.descr.PMML
3.org/2001/XMLSchema}anyType"> <sequence> <any processContents='skip' maxOccurs="unbounded" minOccurs="0"/> </sequence> <attribute name="extender" type="{http://www.w3.org/2001/XMLSchema}string" /> <attribute name="name" type="{http://www.w3.org/2001/XMLSchema}string" /> <attribute name="value" type="{http://www.w3.org/2001/XMLSchema}string" /> </restriction> </complexContent> </complexType>

    }


    @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();
            assertNotNull(pmmlDocument2);
            drl2 = scorecardCompiler2.getDRL();

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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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    @Test
    public void testMissingTreeDefault() throws Exception {
        PMML4Compiler compiler = new PMML4Compiler(); 
        PMML pmml = compiler.loadModel( PMML, ResourceFactory.newClassPathResource( source2 ).getInputStream() );


        for ( Object o : pmml.getAssociationModelsAndBaselineModelsAndClusteringModels() ) {
            if ( o instanceof TreeModel ) {
                TreeModel tree = (TreeModel) o;
                tree.setMissingValueStrategy( MISSINGVALUESTRATEGY.DEFAULT_CHILD );
            }
        }

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    @Test
    public void testMissingTreeAllMissingDefault() throws Exception {
        PMML4Compiler compiler = new PMML4Compiler();
        PMML pmml = compiler.loadModel( PMML, ResourceFactory.newClassPathResource( source2 ).getInputStream() );


        for ( Object o : pmml.getAssociationModelsAndBaselineModelsAndClusteringModels() ) {
            if ( o instanceof TreeModel ) {
                TreeModel tree = (TreeModel) o;
                tree.setMissingValueStrategy( MISSINGVALUESTRATEGY.DEFAULT_CHILD );
            }
        }

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    @Test
    public void testMissingTreeLastChoice() throws Exception {
        PMML4Compiler compiler = new PMML4Compiler();
        PMML pmml = compiler.loadModel( PMML, ResourceFactory.newClassPathResource( source2 ).getInputStream() );


        for ( Object o : pmml.getAssociationModelsAndBaselineModelsAndClusteringModels() ) {
            if ( o instanceof TreeModel ) {
                TreeModel tree = (TreeModel) o;
                tree.setMissingValueStrategy( MISSINGVALUESTRATEGY.LAST_PREDICTION );
            }
        }

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    @Test
    public void testMissingTreeNull() throws Exception {
        PMML4Compiler compiler = new PMML4Compiler();
        PMML pmml = compiler.loadModel( PMML, ResourceFactory.newClassPathResource( source2 ).getInputStream() );


        for ( Object o : pmml.getAssociationModelsAndBaselineModelsAndClusteringModels() ) {
            if ( o instanceof TreeModel ) {
                TreeModel tree = (TreeModel) o;
                tree.setMissingValueStrategy( MISSINGVALUESTRATEGY.NULL_PREDICTION );
            }
        }

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    @Test
    public void testMissingAggregate() throws Exception {
        PMML4Compiler compiler = new PMML4Compiler();
        PMML pmml = compiler.loadModel( PMML, ResourceFactory.newClassPathResource( source2 ).getInputStream() );


        for ( Object o : pmml.getAssociationModelsAndBaselineModelsAndClusteringModels() ) {
            if ( o instanceof TreeModel ) {
                TreeModel tree = (TreeModel) o;
                tree.setMissingValueStrategy( MISSINGVALUESTRATEGY.AGGREGATE_NODES );
            }
        }

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    @Test
    public void testMissingTreeNone() throws Exception {
        PMML4Compiler compiler = new PMML4Compiler();
        PMML pmml = compiler.loadModel( PMML, ResourceFactory.newClassPathResource( source2 ).getInputStream() );


        for ( Object o : pmml.getAssociationModelsAndBaselineModelsAndClusteringModels() ) {
            if ( o instanceof TreeModel ) {
                TreeModel tree = (TreeModel) o;
                tree.setMissingValueStrategy( MISSINGVALUESTRATEGY.NONE );
            }
        }

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    private static String modelName = "SmartVent";




    @Test
    public void testNNGenration() {
        PMML net = PMMLGeneratorUtils.generateSimpleNeuralNetwork(modelName,
                inputfieldNames, outputfieldNames,
                inputMeans, inputStds,
                outputMeans, outputStds,
                hiddenSize,
                weights);

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Related Classes of org.dmg.pmml.pmml_4_1.descr.Extension

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.scorecards.DrlFromPMMLTest

org.drools.scorecards.ExternalObjectModelTest

org.drools.scorecards.parser.xls.ExcelScorecardValidator

org.drools.scorecards.ScorecardReasonCodeTest

org.drools.scorecards.ScoringStrategiesTest

org.drools.workbench.models.guided.scorecard.backend.GuidedScoreCardDRLPersistence

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