sklearn.pipeline

Class Pipeline

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

sklearn.Transformer

sklearn.pipeline.Pipeline

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>

Direct Known Subclasses:

PMMLPipeline

public class Pipeline
extends Transformer

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

Modifier	Constructor and Description
	Pipeline()
	Pipeline(String module, String name)
protected	Pipeline(String module, String name, boolean flexible)

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.DataType	getDataType()
Estimator	getEstimator()
org.dmg.pmml.OpType	getOpType()
List<Object[]>	getSteps()
List<Transformer>	getTransformers()

Methods inherited from class sklearn.Transformer

createName, createName, getDType, name

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

Pipeline

public Pipeline()

Pipeline

public Pipeline(String module,
                String name)

Pipeline

protected Pipeline(String module,
                   String name,
                   boolean flexible)

Method Detail

getOpType

public org.dmg.pmml.OpType getOpType()

Overrides:

getOpType in class Transformer

getDataType

public org.dmg.pmml.DataType getDataType()

Overrides:

getDataType in class Transformer

encodeFeatures

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

Specified by:

encodeFeatures in class Transformer

getTransformers

public List<Transformer> getTransformers()

getEstimator

public Estimator getEstimator()

getSteps

public List<Object[]> getSteps()