sklearn.ensemble

Class EnsembleClassifier

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.python.PyClassDict

sklearn.Estimator

sklearn.Classifier

sklearn.ensemble.EnsembleClassifier

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, HasClasses, HasEstimatorEnsemble<Classifier>, HasNumberOfFeatures, HasType

Direct Known Subclasses:

BaggingClassifier

public abstract class EnsembleClassifier
extends Classifier
implements HasEstimatorEnsemble<Classifier>

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
EnsembleClassifier(String module, String name)

Method Summary

Modifier and Type	Method and Description
Classifier	getBaseEstimator()
org.dmg.pmml.DataType	getDataType()
List<? extends Classifier>	getEstimators()
org.dmg.pmml.OpType	getOpType()

Methods inherited from class sklearn.Classifier

getClasses, getMiningFunction, hasProbabilityDistribution

Methods inherited from class sklearn.Estimator

encodeModel, getNumberOfFeatures, getOption, getPMMLOptions, getSkLearnVersion, isSupervised, setPMMLOptions

Methods inherited from class org.jpmml.python.PyClassDict

get, getArray, getArray, getArray, getArrayShape, getArrayShape, getBoolean, getBooleanArray, getInteger, getIntegerArray, getList, getList, getListLike, getListLike, getNumber, getNumberArray, getObject, getOptional, getOptionalBoolean, getOptionalObject, getOptionalScalar, getOptionalString, getPyModule, getPyName, 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

EnsembleClassifier

public EnsembleClassifier(String module,
                          String name)

Method Detail

getOpType

public org.dmg.pmml.OpType getOpType()

Specified by:

getOpType in interface HasType

Overrides:

getOpType in class Estimator

getDataType

public org.dmg.pmml.DataType getDataType()

Specified by:

getDataType in interface HasType

Overrides:

getDataType in class Estimator

getBaseEstimator

public Classifier getBaseEstimator()

getEstimators

public List<? extends Classifier> getEstimators()

Specified by:

getEstimators in interface HasEstimatorEnsemble<Classifier>