sklearn.ensemble.voting_classifier

Class VotingClassifier

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

sklearn.BaseEstimator

sklearn.Estimator

sklearn.Classifier

sklearn.ensemble.voting_classifier.VotingClassifier

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>

public class VotingClassifier
extends 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>

Constructor Summary

Constructors

Constructor and Description
VotingClassifier(String module, String name)

Method Summary

Methods

Modifier and Type	Method and Description
org.jpmml.converter.Schema	createSchema(FeatureMapper featureMapper)
Set<org.dmg.pmml.DefineFunction>	encodeDefineFunctions()
org.dmg.pmml.Model	encodeModel(org.jpmml.converter.Schema schema)
List<? extends Classifier>	getEstimators()
int	getNumberOfFeatures()
List<? extends Number>	getWeights()
String	getVoting()
boolean	requiresContinuousInput()

Methods inherited from class sklearn.Classifier

getClasses, hasProbabilityDistribution

Methods inherited from class sklearn.Estimator

createActiveFields, createTargetField, getDataType, getOpType

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

VotingClassifier

public VotingClassifier(String module,
                String name)

Method Detail

createSchema

public org.jpmml.converter.Schema createSchema(FeatureMapper featureMapper)

Overrides:

createSchema in class Classifier

getNumberOfFeatures

public int getNumberOfFeatures()

Overrides:

getNumberOfFeatures in class Estimator

requiresContinuousInput

public boolean requiresContinuousInput()

Overrides:

requiresContinuousInput in class Estimator

encodeDefineFunctions

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

Overrides:

encodeDefineFunctions in class Estimator

encodeModel

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

Specified by:

encodeModel in class Estimator

getEstimators

public List<? extends Classifier> getEstimators()

getVoting

public String getVoting()

getWeights

public List<? extends Number> getWeights()