Package org.jpmml.sklearn

Class SkLearnEncoder

java.lang.Object

org.jpmml.converter.PMMLEncoder

org.jpmml.converter.ModelEncoder

org.jpmml.python.PythonEncoder

org.jpmml.sklearn.SkLearnEncoder

All Implemented Interfaces:

org.jpmml.converter.FeatureResolver

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

Modifier and Type	Method	Description
void	addDerivedField(org.dmg.pmml.DerivedField derivedField)
void	addTransformer(org.dmg.pmml.Model transformer)
org.dmg.pmml.DataField	createDataField(String name)
org.dmg.pmml.DerivedField	createDerivedField(String name, org.dmg.pmml.Expression expression)
org.jpmml.converter.Schema	createSchema()
org.dmg.pmml.Model	encodeModel(org.dmg.pmml.Model model)
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)
Map<String,Domain>	getDomains()
List<? extends org.jpmml.converter.Feature>	getFeatures()
org.jpmml.converter.Label	getLabel()
Map<String,org.jpmml.converter.Feature>	getMemory()
org.dmg.pmml.Model	getModel()
org.dmg.pmml.Predicate	getPredicate()
boolean	hasModel()
List<org.jpmml.converter.Feature>	initFeatures(Step step, List<String> names)
org.jpmml.converter.Label	initLabel(Estimator estimator, List<String> names)
boolean	isFrozen(String name)
static boolean	isPrediction(org.dmg.pmml.OutputField outputField)
void	memorize(String name, org.jpmml.converter.Feature feature)
org.jpmml.converter.Feature	recall(String name)
void	renameFeature(org.jpmml.converter.Feature feature, String renamedName)
void	renameFeatures(List<org.jpmml.converter.Feature> features, List<String> renamedNames)
void	setDomain(String name, Domain domain)
void	setFeatures(List<? extends org.jpmml.converter.Feature> features)
void	setLabel(org.jpmml.converter.Label label)
void	setModel(org.dmg.pmml.Model model)
void	setPredicate(org.dmg.pmml.Predicate predicate)

Methods inherited from class org.jpmml.python.PythonEncoder

resolveFeature

Methods inherited from class org.jpmml.converter.ModelEncoder

addDecorator, addDecorator, addFeatureImportance, addFeatureImportance, 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

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

Constructor Detail

SkLearnEncoder

public SkLearnEncoder()

Method Detail

addTransformer

public void addTransformer(org.dmg.pmml.Model transformer)

Overrides:

addTransformer in class org.jpmml.converter.ModelEncoder

encodeModel

public org.dmg.pmml.Model encodeModel(org.dmg.pmml.Model model)

Overrides:

encodeModel in class org.jpmml.converter.ModelEncoder

initLabel

public org.jpmml.converter.Label initLabel(Estimator estimator,
                                           List<String> names)

initFeatures

public List<org.jpmml.converter.Feature> initFeatures(Step step,
                                                      List<String> names)

createSchema

public org.jpmml.converter.Schema createSchema()

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)

renameFeatures

public void renameFeatures(List<org.jpmml.converter.Feature> features,
                           List<String> renamedNames)

isFrozen

public boolean isFrozen(String name)

getDomain

public Domain getDomain(String name)

setDomain

public void setDomain(String name,
                      Domain domain)

getDomains

public Map<String,Domain> getDomains()

getLabel

public org.jpmml.converter.Label getLabel()

setLabel

public void setLabel(org.jpmml.converter.Label label)

getFeatures

public List<? extends org.jpmml.converter.Feature> getFeatures()

setFeatures

public void setFeatures(List<? extends org.jpmml.converter.Feature> features)

memorize

public void memorize(String name,
                     org.jpmml.converter.Feature feature)

recall

public org.jpmml.converter.Feature recall(String name)

getMemory

public Map<String,org.jpmml.converter.Feature> getMemory()

getPredicate

public org.dmg.pmml.Predicate getPredicate()

setPredicate

public void setPredicate(org.dmg.pmml.Predicate predicate)

hasModel

public boolean hasModel()

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)