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.Pipeline

sklearn2pmml.pipeline.PMMLPipeline

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, org.jpmml.python.Castable, HasNumberOfFeatures, HasType

public class PMMLPipeline
extends Pipeline

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.PMML	encodePMML(SkLearnEncoder encoder)
List<String>	getActiveFields()
Transformer	getApplyTransformer()
Transformer	getPredictProbaTransformer()
Transformer	getPredictTransformer()
String	getRepr()
List<Object[]>	getSteps()
List<String>	getTargetFields()
Verification	getVerification()
PMMLPipeline	setActiveFields(List<String> activeFields)
PMMLPipeline	setRepr(String repr)
PMMLPipeline	setSteps(List<Object[]> steps)
PMMLPipeline	setTargetFields(List<String> targetFields)
PMMLPipeline	setVerification(Verification verification)

Methods inherited from class sklearn.pipeline.Pipeline

castTo, getFinalEstimator, getFinalEstimator, getTransformers, hasFinalEstimator, hasTransformers, toClassifier, toEstimator, toRegressor, toTransformer

Methods inherited from class sklearn.Composite

encodeModel, getDataType, getNumberOfFeatures, getOpType

Methods inherited from class sklearn.Step

createFieldName, createFieldName, getPMMLName, setPMMLName, toArray

Methods inherited from class org.jpmml.python.PythonObject

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

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

__setstate__, getClassName

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

encodePMML

public org.dmg.pmml.PMML encodePMML(SkLearnEncoder encoder)

getSteps

public List<Object[]> getSteps()

Overrides:

getSteps in class Pipeline

setSteps

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

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)