sklearn2pmml.pipeline

Class PMMLPipeline

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.sklearn.PyClassDict

sklearn.Transformer

sklearn.pipeline.Pipeline

sklearn2pmml.pipeline.PMMLPipeline

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, HasEstimator<Estimator>

public class PMMLPipeline
extends Pipeline
implements HasEstimator<Estimator>

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>

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method and Description
org.dmg.pmml.PMML	encodePMML()
List<String>	getActiveFields()
Transformer	getApplyTransformer()
Estimator	getEstimator()
Transformer	getPredictProbaTransformer()
Transformer	getPredictTransformer()
String	getRepr()
List<Object[]>	getSteps()
List<String>	getTargetFields()
List<? extends Transformer>	getTransformers()
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

encodeFeatures, getDataType, getOpType

Methods inherited from class sklearn.Transformer

getDType

Methods inherited from class org.jpmml.sklearn.PyClassDict

get, getArray, getArray, getArrayShape, getArrayShape, getList, getList, getScalar, 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

encodePMML

public org.dmg.pmml.PMML encodePMML()

getTransformers

public List<? extends Transformer> getTransformers()

Overrides:

getTransformers in class Pipeline

getEstimator

public Estimator getEstimator()

Specified by:

getEstimator in interface HasEstimator<Estimator>

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)