sklearn.ensemble

Class EnsembleRegressor

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

sklearn.BaseEstimator

sklearn.Estimator

sklearn.Regressor

sklearn.ensemble.EnsembleRegressor

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>

Direct Known Subclasses:

AdaBoostRegressor, BaggingRegressor, IsolationForest

public abstract class EnsembleRegressor
extends Regressor

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
EnsembleRegressor(String module, String name)

Method Summary

Methods

Modifier and Type	Method and Description
Set<org.dmg.pmml.DefineFunction>	encodeDefineFunctions()
Regressor	getBaseEstimator()
org.dmg.pmml.DataType	getDataType() The data type of active fields.
List<? extends Regressor>	getEstimators()
org.dmg.pmml.OpType	getOpType() The operational type of active fields.
boolean	requiresContinuousInput()

Methods inherited from class sklearn.Regressor

createSchema

Methods inherited from class sklearn.Estimator

createActiveFields, createTargetField, encodeModel, getNumberOfFeatures

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

EnsembleRegressor

public EnsembleRegressor(String module,
                 String name)

Method Detail

requiresContinuousInput

public boolean requiresContinuousInput()

Overrides:

requiresContinuousInput 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

getOpType

public org.dmg.pmml.OpType getOpType()

Description copied from class: Estimator

The operational type of active fields.

Overrides:

getOpType in class Estimator

encodeDefineFunctions

public Set<org.dmg.pmml.DefineFunction> encodeDefineFunctions()

Overrides:

encodeDefineFunctions in class Estimator

getBaseEstimator

public Regressor getBaseEstimator()

getEstimators

public List<? extends Regressor> getEstimators()