sklearn2pmml.pipeline

Class PMMLPipeline

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.Composite

sklearn.pipeline.SkLearnPipeline

sklearn2pmml.pipeline.PMMLPipeline

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, org.jpmml.python.Castable, Encodable, HasFeatureNamesIn, HasHead, HasNumberOfFeatures, HasType, HasPMMLOptions<PMMLPipeline>

public class PMMLPipeline
extends SkLearnPipeline
implements HasPMMLOptions<PMMLPipeline>

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 interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method and Description
List<org.jpmml.converter.Feature>	encodeFeatures(List<org.jpmml.converter.Feature> features, SkLearnEncoder encoder)
org.dmg.pmml.Model	encodeModel(org.jpmml.converter.Schema schema)
org.dmg.pmml.PMML	encodePMML()
List<String>	getActiveFields()
Transformer	getApplyTransformer()
Map<?,?>	getHeader()
List<? extends Number>	getPMMLFeatureImportances()
Map<String,?>	getPMMLOptions()
Transformer	getPredictProbaTransformer()
Transformer	getPredictTransformer()
String	getRepr()
List<Object[]>	getSteps()
List<String>	getTargetFields()
Verification	getVerification()
protected List<String>	initActiveFields(Step step)
protected List<String>	initTargetFields(Estimator estimator)
PMMLPipeline	setActiveFields(List<String> activeFields)
PMMLPipeline	setPMMLOptions(Map<String,?> pmmlOptions)
PMMLPipeline	setRepr(String repr)
PMMLPipeline	setSteps(List<Object[]> steps)
PMMLPipeline	setTargetFields(List<String> targetFields)
PMMLPipeline	setVerification(Verification verification)

Methods inherited from class sklearn.pipeline.SkLearnPipeline

getFinalEstimator, getFinalEstimator, getHead, getTransformers, hasFinalEstimator, hasTransformers, initFeatures, initLabel

Methods inherited from class sklearn.Composite

castTo, getDataType, getFeatureNamesIn, getNumberOfFeatures, getOpType, refreshLabel, toClassifier, toClusterer, toEstimator, toRegressor, toTransformer

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, getOptionalObject, getOptionalScalar, getOptionalString, getPythonModule, getPythonName, getPythonObject, getScalar, getString, 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

PMMLPipeline

public PMMLPipeline()

PMMLPipeline

public PMMLPipeline(String module,
                    String name)

Method Detail

encodeFeatures

public List<org.jpmml.converter.Feature> encodeFeatures(List<org.jpmml.converter.Feature> features,
                                                        SkLearnEncoder encoder)

Overrides:

encodeFeatures in class Composite

See Also:

Transformer

encodeModel

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

Overrides:

encodeModel in class Composite

See Also:

Estimator

encodePMML

public org.dmg.pmml.PMML encodePMML()

Specified by:

encodePMML in interface Encodable

Overrides:

encodePMML in class SkLearnPipeline

getSteps

public List<Object[]> getSteps()

Overrides:

getSteps in class SkLearnPipeline

setSteps

public PMMLPipeline setSteps(List<Object[]> steps)

Overrides:

setSteps in class SkLearnPipeline

getPMMLOptions

public Map<String,?> getPMMLOptions()

Specified by:

getPMMLOptions in interface HasPMMLOptions<PMMLPipeline>

setPMMLOptions

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

Specified by:

setPMMLOptions in interface HasPMMLOptions<PMMLPipeline>

getHeader

public Map<?,?> getHeader()

getPMMLFeatureImportances

public List<? extends Number> getPMMLFeatureImportances()

getPredictTransformer

public Transformer getPredictTransformer()

getPredictProbaTransformer

public Transformer getPredictProbaTransformer()

getApplyTransformer

public Transformer getApplyTransformer()

getActiveFields

public List<String> getActiveFields()

setActiveFields

public PMMLPipeline setActiveFields(List<String> activeFields)

getTargetFields

public List<String> getTargetFields()

setTargetFields

public PMMLPipeline setTargetFields(List<String> targetFields)

getRepr

public String getRepr()

setRepr

public PMMLPipeline setRepr(String repr)

getVerification

public Verification getVerification()

setVerification

public PMMLPipeline setVerification(Verification verification)

initTargetFields

protected List<String> initTargetFields(Estimator estimator)

Overrides:

initTargetFields in class SkLearnPipeline

initActiveFields

protected List<String> initActiveFields(Step step)

Overrides:

initActiveFields in class SkLearnPipeline