sklearn.multiclass

Class OneVsRestClassifier

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.sklearn.PyClassDict

sklearn.Estimator

sklearn.Classifier

sklearn.multiclass.OneVsRestClassifier

All Implemented Interfaces:

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

public class OneVsRestClassifier
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>

Constructor Summary

Constructors

Constructor and Description
OneVsRestClassifier(String module, String name)

Method Summary

Modifier and Type	Method and Description
org.dmg.pmml.Model	encodeModel(org.jpmml.converter.Schema schema)
List<? extends Classifier>	getEstimators()
Boolean	getMultilabel()
int	getNumberOfFeatures()

Methods inherited from class sklearn.Classifier

getClasses, getMiningFunction, hasProbabilityDistribution, isSupervised

Methods inherited from class sklearn.Estimator

getDataType, getOption, getOpType, getSkLearnVersion

Methods inherited from class org.jpmml.sklearn.PyClassDict

get, getArray, getArray, getArrayShape, getArrayShape, getList, getList, getScalar, 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

OneVsRestClassifier

public OneVsRestClassifier(String module,
                           String name)

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

Overrides:

getNumberOfFeatures 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()

Specified by:

getEstimators in interface HasEstimatorEnsemble<Classifier>

getMultilabel

public Boolean getMultilabel()