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_4_1.descr.PMML




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




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




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




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




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

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




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




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




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




    @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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