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

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>

        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);
                        assertNotNull(outputField);
                        assertEquals("totalScore", outputField.getName());
                        assertEquals("Final Score", outputField.getDisplayName());

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        return sb.toString();
    }


    private static PMML createPMMLDocument( final ScoreCardModel model ) {
        final Scorecard pmmlScorecard = ScorecardPMMLUtils.createScorecard();
        final Output output = new Output();
        final Characteristics characteristics = new Characteristics();
        final MiningSchema miningSchema = new MiningSchema();


        Extension extension = new Extension();
        extension.setName( PMMLExtensionNames.EXTERNAL_CLASS );

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        return sb.toString();
    }


    private static PMML createPMMLDocument( final ScoreCardModel model ) {
        final Scorecard pmmlScorecard = ScorecardPMMLUtils.createScorecard();
        final Output output = new Output();
        final Characteristics characteristics = new Characteristics();
        final MiningSchema miningSchema = new MiningSchema();


        Extension extension = new Extension();
        extension.setName( PMMLExtensionNames.EXTERNAL_CLASS );

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                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);
                        assertNotNull(outputField);
                        assertEquals("totalScore", outputField.getName());
                        assertEquals("Final Score", outputField.getDisplayName());
                        assertEquals("double", outputField.getDataType().value());
                        assertEquals("predictedValue", outputField.getFeature().value());
                        final Extension extension = ScorecardPMMLUtils.getExtension(outputField.getExtensions(), PMMLExtensionNames.EXTERNAL_CLASS );
                        assertNotNull(extension);
                        assertEquals("org.drools.scorecards.example.Applicant",extension.getValue());
                        return;
                    }
                }

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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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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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