sklearn2pmml

Class EstimatorProxy

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.python.PythonObject

sklearn.Step

sklearn.Estimator

sklearn2pmml.EstimatorProxy

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, HasClasses, HasEstimator<Estimator>, HasFeatureNamesIn, HasNumberOfFeatures, HasNumberOfOutputs, HasType, Proxy, HasPMMLOptions<Estimator>, HasPMMLSegmentId<Estimator>

public class EstimatorProxy
extends Estimator
implements HasClasses, HasEstimator<Estimator>, HasFeatureNamesIn, Proxy

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class java.util.AbstractMap

AbstractMap.SimpleEntry<K,V>, AbstractMap.SimpleImmutableEntry<K,V>

Nested classes/interfaces inherited from interface java.util.Map

Map.Entry<K,V>

Field Summary

Fields inherited from class sklearn.Estimator

FIELD_APPLY, FIELD_DECISION_FUNCTION, FIELD_PREDICT

Fields inherited from interface sklearn.HasNumberOfOutputs

UNKNOWN

Fields inherited from interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor and Description
EstimatorProxy()
EstimatorProxy(String module, String name)

Method Summary

Modifier and Type	Method and Description
void	checkFeatures(List<? extends org.jpmml.converter.Feature> features)
void	checkLabel(org.jpmml.converter.Label label)
org.dmg.pmml.Model	configureModel(org.dmg.pmml.Model model)
org.jpmml.converter.Schema	configureSchema(org.jpmml.converter.Schema schema)
org.jpmml.converter.Label	encodeLabel(List<String> names, SkLearnEncoder encoder)
org.dmg.pmml.Model	encodeModel(org.jpmml.converter.Schema schema)
static String	formatProxyExample(Estimator estimator)
String	getAlgorithmName()
List<?>	getClasses()
org.dmg.pmml.DataType	getDataType()
Estimator	getEstimator()
List<String>	getFeatureNamesIn()
org.dmg.pmml.MiningFunction	getMiningFunction()
int	getNumberOfFeatures()
int	getNumberOfOutputs()
org.dmg.pmml.OpType	getOpType()
Map<String,?>	getPMMLOptions()
Object	getPMMLSegmentId()
boolean	hasProbabilityDistribution()
boolean	isSupervised()
EstimatorProxy	setPMMLOptions(Map<String,?> pmmlOptions)
EstimatorProxy	setPMMLSegmentId(Object pmmlSegmentId)

Methods inherited from class sklearn.Estimator

addFeatureImportances, createApplyField, createMultiApplyField, createPredictProbaFields, encode, encode, encodeApplyOutput, encodeMultiApplyOutput, extractArguments, getFeatureImportances, getOption, getPMMLCustomizations, getPMMLFeatureImportances, hasFeatureImportances, putOption, putOptions, setPMMLCustomizations, setPMMLFeatureImportances

Methods inherited from class sklearn.Step

checkSkLearnVersion, checkVersion, getPMMLName, getSkLearnVersion, setPMMLName

Methods inherited from class org.jpmml.python.PythonObject

get, getArray, getArray, getArray, getArrayShape, getArrayShape, getBoolean, getBooleanArray, getClassName, getDict, getInteger, getIntegerArray, getList, getList, getListLike, getListLike, getNumber, getNumberArray, getObject, getOptional, getOptionalBoolean, getOptionalBoolean, getOptionalInteger, getOptionalNumber, getOptionalObject, getOptionalScalar, getOptionalString, getPythonModule, getPythonName, getPythonObject, getScalar, getString, getStringArray, getTuple, getTupleList, setClassName

Methods inherited from class net.razorvine.pickle.objects.ClassDict

__setstate__

Methods inherited from class java.util.HashMap

clear, clone, compute, computeIfAbsent, computeIfPresent, containsKey, containsValue, entrySet, forEach, get, getOrDefault, isEmpty, keySet, merge, put, putAll, putIfAbsent, remove, remove, replace, replace, replaceAll, size, values

Methods inherited from class java.util.AbstractMap

equals, hashCode, toString

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

EstimatorProxy

public EstimatorProxy()

EstimatorProxy

public EstimatorProxy(String module,
                      String name)

Method Detail

getMiningFunction

public org.dmg.pmml.MiningFunction getMiningFunction()

Specified by:

getMiningFunction in class Estimator

isSupervised

public boolean isSupervised()

Specified by:

isSupervised in class Estimator

getOpType

public org.dmg.pmml.OpType getOpType()

Specified by:

getOpType in interface HasType

Overrides:

getOpType in class Estimator

getDataType

public org.dmg.pmml.DataType getDataType()

Specified by:

getDataType in interface HasType

Overrides:

getDataType in class Estimator

getFeatureNamesIn

public List<String> getFeatureNamesIn()

Specified by:

getFeatureNamesIn in interface HasFeatureNamesIn

Overrides:

getFeatureNamesIn in class Step

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

Overrides:

getNumberOfFeatures in class Estimator

getNumberOfOutputs

public int getNumberOfOutputs()

Specified by:

getNumberOfOutputs in interface HasNumberOfOutputs

Overrides:

getNumberOfOutputs in class Estimator

getClasses

public List<?> getClasses()

Specified by:

getClasses in interface HasClasses

hasProbabilityDistribution

public boolean hasProbabilityDistribution()

Specified by:

hasProbabilityDistribution in interface HasClasses

getAlgorithmName

public String getAlgorithmName()

Overrides:

getAlgorithmName in class Estimator

encodeLabel

public org.jpmml.converter.Label encodeLabel(List<String> names,
                                             SkLearnEncoder encoder)

Specified by:

encodeLabel in class Estimator

encodeModel

public org.dmg.pmml.Model encodeModel(org.jpmml.converter.Schema schema)

Specified by:

encodeModel in class Estimator

configureSchema

public org.jpmml.converter.Schema configureSchema(org.jpmml.converter.Schema schema)

Overrides:

configureSchema in class Estimator

configureModel

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

Overrides:

configureModel in class Estimator

checkLabel

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

Overrides:

checkLabel in class Estimator

checkFeatures

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

Overrides:

checkFeatures in class Estimator

getEstimator

public Estimator getEstimator()

Specified by:

getEstimator in interface HasEstimator<Estimator>

See Also:

PythonObject.get(String, Class)

getPMMLOptions

public Map<String,?> getPMMLOptions()

Specified by:

getPMMLOptions in interface HasPMMLOptions<Estimator>

Overrides:

getPMMLOptions in class Estimator

setPMMLOptions

public EstimatorProxy setPMMLOptions(Map<String,?> pmmlOptions)

Specified by:

setPMMLOptions in interface HasPMMLOptions<Estimator>

Overrides:

setPMMLOptions in class Estimator

getPMMLSegmentId

public Object getPMMLSegmentId()

Specified by:

getPMMLSegmentId in interface HasPMMLSegmentId<Estimator>

Overrides:

getPMMLSegmentId in class Estimator

setPMMLSegmentId

public EstimatorProxy setPMMLSegmentId(Object pmmlSegmentId)

Specified by:

setPMMLSegmentId in interface HasPMMLSegmentId<Estimator>

Overrides:

setPMMLSegmentId in class Estimator

formatProxyExample

public static String formatProxyExample(Estimator estimator)