sklearn.pipeline

Class Pipeline

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

sklearn.BaseEstimator

sklearn.Estimator

sklearn.pipeline.Pipeline

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, HasClasses, HasNumberOfFeatures

Direct Known Subclasses:

PMMLPipeline

public class Pipeline
extends Estimator
implements HasClasses

See Also:

Serialized Form

Nested Class Summary

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

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

Constructor Summary

Constructors

Constructor and Description
Pipeline(String module, String name)

Method Summary

Methods

Modifier and Type	Method and Description
org.dmg.pmml.Model	encodeModel(org.jpmml.converter.Schema schema)
org.dmg.pmml.Model	encodeModel(org.jpmml.converter.Schema schema, SkLearnEncoder encoder)
List<?>	getClasses()
org.dmg.pmml.DataType	getDataType() The data type of active fields.
Estimator	getEstimator()
protected Object[]	getEstimatorStep()
org.dmg.pmml.MiningFunction	getMiningFunction()
int	getNumberOfFeatures()
org.dmg.pmml.OpType	getOpType() The operational type of active fields.
List<Object[]>	getSteps()
List<Transformer>	getTransformers()
List<Object[]>	getTransformerSteps()
boolean	isSupervised()

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

__setstate__, getClassName

Methods inherited from class java.util.HashMap

clear, clone, containsKey, containsValue, entrySet, get, isEmpty, keySet, put, putAll, remove, 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(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

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

Overrides:

getNumberOfFeatures in class Estimator

getOpType

public org.dmg.pmml.OpType getOpType()

Description copied from class: Estimator

The operational type of active fields.

Overrides:

getOpType in class Estimator

getDataType

public org.dmg.pmml.DataType getDataType()

Description copied from class: Estimator

The data type of active fields.

Overrides:

getDataType in class Estimator

getClasses

public List<?> getClasses()

Specified by:

getClasses in interface HasClasses

encodeModel

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

Specified by:

encodeModel in class Estimator

encodeModel

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

Overrides:

encodeModel in class Estimator

getTransformers

public List<Transformer> getTransformers()

getTransformerSteps

public List<Object[]> getTransformerSteps()

getEstimator

public Estimator getEstimator()

getEstimatorStep

protected Object[] getEstimatorStep()

getSteps

public List<Object[]> getSteps()