org.jpmml.sklearn

Class SkLearnEncoder

java.lang.Object

org.jpmml.converter.PMMLEncoder

org.jpmml.converter.ModelEncoder

org.jpmml.python.PythonEncoder

org.jpmml.sklearn.SkLearnEncoder

public class SkLearnEncoder
extends org.jpmml.python.PythonEncoder

Field Summary

Fields inherited from class org.jpmml.converter.PMMLEncoder

VERSION

Constructor Summary

Constructors

Constructor and Description
SkLearnEncoder()

Method Summary

Modifier and Type	Method and 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, List<String> names)
List<org.jpmml.converter.Feature>	export(org.dmg.pmml.Model model, String name)
org.jpmml.converter.Feature	exportPrediction(org.dmg.pmml.Model model, org.jpmml.converter.ScalarLabel scalarLabel)
org.jpmml.converter.Feature	exportPrediction(org.dmg.pmml.Model model, String name, 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

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

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)

getDomain

public Domain getDomain(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)