Package org.jpmml.sklearn

Class SkLearnEncoder

  • public class SkLearnEncoder
extends org.jpmml.python.PythonEncoder

    • Field Summary

      • Fields inherited from class org.jpmml.converter.PMMLEncoder

        VERSION

    • Constructor Summary

      Constructors 
      Constructor Description
      SkLearnEncoder()  

    • Method Summary

      All Methods Static Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      void addDerivedField​(org.dmg.pmml.DerivedField derivedField)  
      org.dmg.pmml.DataField createDataField​(String name)  
      org.dmg.pmml.DerivedField createDerivedField​(String name, org.dmg.pmml.Expression expression)  
      List<org.jpmml.converter.Feature> export​(org.dmg.pmml.Model model, String name)  
      List<org.jpmml.converter.Feature> export​(org.dmg.pmml.Model model, List<String> names)  
      org.jpmml.converter.Feature exportPrediction​(org.dmg.pmml.Model model, String name, org.jpmml.converter.ScalarLabel scalarLabel)  
      org.jpmml.converter.Feature exportPrediction​(org.dmg.pmml.Model model, org.jpmml.converter.ScalarLabel scalarLabel)  
      org.jpmml.converter.Feature exportProbability​(org.dmg.pmml.Model model, Object value)  
      org.jpmml.converter.Feature exportProbability​(org.dmg.pmml.Model model, String name, Object value)  
      Domain getDomain​(String name)  
      org.dmg.pmml.Model getModel()  
      boolean isFrozen​(String name)  
      static boolean isPrediction​(org.dmg.pmml.OutputField outputField)  
      void renameFeature​(org.jpmml.converter.Feature feature, String renamedName)  
      void setDomain​(String name, Domain domain)  
      void setModel​(org.dmg.pmml.Model model)  

      • Methods inherited from class org.jpmml.converter.ModelEncoder

        addDecorator, addDecorator, addFeatureImportance, addFeatureImportance, addTransformer, addUnivariateStats, addUnivariateStats, encodePMML, getDecorators, getFeatureImportances, getTransformers, getUnivariateStats, transferContent, transferDecorators, transferFeatureImportances, transferUnivariateStats

      • Methods inherited from class org.jpmml.converter.PMMLEncoder

        addDataField, addDefineFunction, createDataField, createDataField, createDerivedField, createDerivedField, encodeHeader, encodePMML, ensureDerivedField, getDataField, getDataFields, getDefineFunction, getDefineFunctions, getDerivedField, getDerivedFields, getField, removeDataField, removeDerivedField, toCategorical, toContinuous, toOrdinal

    • Constructor Detail

      • SkLearnEncoder

        public SkLearnEncoder()

    • Method Detail

      • export

        public List<org.jpmml.converter.Feature> export​(org.dmg.pmml.Model model,
                                                String name)

      • export

        public List<org.jpmml.converter.Feature> export​(org.dmg.pmml.Model model,
                                                List<String> names)

      • exportPrediction

        public org.jpmml.converter.Feature exportPrediction​(org.dmg.pmml.Model model,
                                                    org.jpmml.converter.ScalarLabel scalarLabel)

      • exportPrediction

        public org.jpmml.converter.Feature exportPrediction​(org.dmg.pmml.Model model,
                                                    String name,
                                                    org.jpmml.converter.ScalarLabel scalarLabel)

      • exportProbability

        public org.jpmml.converter.Feature exportProbability​(org.dmg.pmml.Model model,
                                                     Object value)

      • exportProbability

        public org.jpmml.converter.Feature exportProbability​(org.dmg.pmml.Model model,
                                                     String name,
                                                     Object value)

      • createDataField

        public org.dmg.pmml.DataField createDataField​(String name)

      • createDerivedField

        public org.dmg.pmml.DerivedField createDerivedField​(String name,
                                                    org.dmg.pmml.Expression expression)

      • addDerivedField

        public void addDerivedField​(org.dmg.pmml.DerivedField derivedField)
        Overrides:
        addDerivedField in class org.jpmml.converter.PMMLEncoder

      • renameFeature

        public void renameFeature​(org.jpmml.converter.Feature feature,
                          String renamedName)

      • isFrozen

        public boolean isFrozen​(String name)

      • setDomain

        public void setDomain​(String name,
                      Domain domain)

      • getModel

        public org.dmg.pmml.Model getModel()

      • setModel

        public void setModel​(org.dmg.pmml.Model model)

      • isPrediction

        public static boolean isPrediction​(org.dmg.pmml.OutputField outputField)